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2. Large expert-curated database for benchmarking document similarity detection in biomedical literature search
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Brown, P, Tan, A-C, El-Esawi, MA, Liehr, T, Blanck, O, Gladue, DP, Almeida, GMF, Cernava, T, Sorzano, CO, Yeung, AWK, Engel, MS, Chandrasekaran, AR, Muth, T, Staege, MS, Daulatabad, SV, Widera, D, Zhang, J, Meule, A, Honjo, K, Pourret, O, Yin, C-C, Zhang, Z, Cascella, M, Flegel, WA, Goodyear, CS, van Raaij, MJ, Bukowy-Bieryllo, Z, Campana, LG, Kurniawan, NA, Lalaouna, D, Huttner, FJ, Ammerman, BA, Ehret, F, Cobine, PA, Tan, E-C, Han, H, Xia, W, McCrum, C, Dings, RPM, Marinello, F, Nilsson, H, Nixon, B, Voskarides, K, Yang, L, Costa, VD, Bengtsson-Palme, J, Bradshaw, W, Grimm, DG, Kumar, N, Martis, E, Prieto, D, Sabnis, SC, Amer, SEDR, Liew, AWC, Perco, P, Rahimi, F, Riva, G, Zhang, C, Devkota, HP, Ogami, K, Basharat, Z, Fierz, W, Siebers, R, Tan, K-H, Boehme, KA, Brenneisen, P, Brown, JAL, Dalrymple, BP, Harvey, DJ, Ng, G, Werten, S, Bleackley, M, Dai, Z, Dhariwal, R, Gelfer, Y, Hartmann, MD, Miotla, P, Tamaian, R, Govender, P, Gurney-Champion, OJ, Kauppila, JH, Zhang, X, Echeverria, N, Subhash, S, Sallmon, H, Tofani, M, Bae, T, Bosch, O, Cuiv, PO, Danchin, A, Diouf, B, Eerola, T, Evangelou, E, Filipp, FV, Klump, H, Kurgan, L, Smith, SS, Terrier, O, Tuttle, N, Ascher, DB, Janga, SC, Schulte, LN, Becker, D, Browngardt, C, Bush, SJ, Gaullier, G, Ide, K, Meseko, C, Werner, GDA, Zaucha, J, Al-Farha, AA, Greenwald, NF, Popoola, SI, Rahman, MS, Xu, J, Yang, SY, Hiroi, N, Alper, OM, Baker, CI, Bitzer, M, Chacko, G, Debrabant, B, Dixon, R, Forano, E, Gilliham, M, Kelly, S, Klempnauer, K-H, Lidbury, BA, Lin, MZ, Lynch, I, Ma, W, Maibach, EW, Mather, DE, Nandakumar, KS, Ohgami, RS, Parchi, P, Tressoldi, P, Xue, Y, Armitage, C, Barraud, P, Chatzitheochari, S, Coelho, LP, Diao, J, Doxey, AC, Gobet, A, Hu, P, Kaiser, S, Mitchell, KM, Salama, MF, Shabalin, IG, Song, H, Stevanovic, D, Yadollahpour, A, Zeng, E, Zinke, K, Alimba, CG, Beyene, TJ, Cao, Z, Chan, SS, Gatchell, M, Kleppe, A, Piotrowski, M, Torga, G, Woldesemayat, AA, Cosacak, MI, Haston, S, Ross, SA, Williams, R, Wong, A, Abramowitz, MK, Effiong, A, Lee, S, Abid, MB, Agarabi, C, Alaux, C, Albrecht, DR, Atkins, GJ, Beck, CR, Bonvin, AMJJ, Bourke, E, Brand, T, Braun, RJ, Bull, JA, Cardoso, P, Carter, D, Delahay, RM, Ducommun, B, Duijf, PHG, Epp, T, Eskelinen, E-L, Fallah, M, Farber, DB, Fernandez-Triana, J, Feyerabend, F, Florio, T, Friebe, M, Furuta, S, Gabrielsen, M, Gruber, J, Grybos, M, Han, Q, Heinrich, M, Helantera, H, Huber, M, Jeltsch, A, Jiang, F, Josse, C, Jurman, G, Kamiya, H, de Keersmaecker, K, Kristiansson, E, de Leeuw, F-E, Li, J, Liang, S, Lopez-Escamez, JA, Lopez-Ruiz, FJ, Marchbank, KJ, Marschalek, R, Martin, CS, Miele, AE, Montagutelli, X, Morcillo, E, Nicoletti, R, Niehof, M, O'Toole, R, Ohtomo, T, Oster, H, Palma, J-A, Paterson, R, Peifer, M, Portilla, M, Portillo, MC, Pritchard, AL, Pusch, S, Raghava, GPS, Roberts, NJ, Ross, K, Schuele, B, Sergeant, K, Shen, J, Stella, A, Sukocheva, O, Uversky, VN, Vanneste, S, Villet, MH, Viveiros, M, Vorholt, JA, Weinstock, C, Yamato, M, Zabetakis, I, Zhao, X, Ziegler, A, Aizat, WM, Atlas, L, Bridges, KM, Chakraborty, S, Deschodt, M, Domingues, HS, Esfahlani, SS, Falk, S, Guisado, JL, Kane, NC, Kueberuwa, G, Lau, CL, Liang, D, Liu, E, Luu, AM, Ma, C, Ma, L, Moyer, R, Norris, AD, Panthee, S, Parsons, JR, Peng, Y, Pinto, IM, Reschke, CR, Sillanpaa, E, Stewart, CJ, Uhle, F, Yang, H, Zhou, K, Zhu, S, Ashry, M, Bergsland, N, Berthold, M, Chen, C-E, Colella, V, Cuypers, M, Eskew, EA, Fan, X, Gajda, M, Gonzalezlez-Prendes, R, Goodin, A, Graham, EB, Groen, EJN, Gutierrez-Sacristan, A, Habes, M, Heffler, E, Higginbottom, DB, Janzen, T, Jayaraman, J, Jibb, LA, Jongen, S, Kinyanjui, T, Koleva-Kolarova, RG, Li, Z, Liu, Y-P, Lund, BA, Lussier, AA, Mier, P, Moore, MD, Nagler, K, Orme, MW, Pearson, JA, Prajapati, AS, Saito, Y, Troder, SE, Uchendu, F, Verloh, N, Voutchkova, DD, Abu-Zaid, A, Bakkach, J, Baumert, P, Dono, M, Hanson, J, Herbelet, S, Hobbs, E, Kulkarni, A, Liu, S, Loft, ND, Reddan, T, Senghore, T, Vindin, H, Xu, H, Bannon, R, Chen, B, Cheung, JTK, Cooper, J, Esnakul, AK, Feghali, KA, Ghelardi, E, Gnasso, A, Horbar, J, Lai, HM, Ma, R, Pan, Z, Peres, MA, Pranata, R, Seow, E, Sydes, M, Testoni, I, Westermair, AL, Yang, Y, Afnan, M, Albiol, J, Albuquerque, LG, Amiya, E, Amorim, RM, An, Q, Andersen, SU, Aplin, JD, Argyropoulos, C, Asmann, YW, Assaeed, AM, Atanasov, AG, Atchison, DA, Avery, SV, Avillach, P, Baade, PD, Backman, L, Badie, C, Baldi, A, Ball, E, Bardot, O, Barnett, AG, Basner, M, Batra, J, Bazanova, OM, Beale, A, Beddoe, T, Bell, ML, Berezikov, E, Berners-Price, S, Bernhardt, P, Berry, E, Bessa, TB, Billington, C, Birch, J, Blakely, RD, Blaskovich, MAT, Blum, R, Boelaert, M, Bogdanos, D, Bosch, C, Bourgoin, T, Bouvard, D, Boykin, LM, Bradley, G, Braun, D, Brownlie, J, Bruhl, A, Burt, A, Butler, LM, Byrareddy, SN, Byrne, HJ, Cabantous, S, Calatayud, S, Candal, E, Carlson, K, Casillas, S, Castelvetro, V, Caswell, PT, Cavalli, G, Cerovsky, V, Chagoyen, M, Chen, C-S, Chen, DF, Chen, H, Chen, J-T, Chen, Y, Cheng, C, Cheng, J, Chinapaw, M, Chinopoulos, C, Cho, WCS, Chong, L, Chowdhury, D, Chwalibog, A, Ciresi, A, Cockcroft, S, Conesa, A, Cook, PA, Cooper, DN, Coqueret, O, Corea, EM, Costa, E, Coupland, C, Crawford, SY, Cruz, AD, Cui, H, Cui, Q, Culver, DC, D'Angiulli, A, Dahms, TES, Daigle, F, Dalgleish, R, Danielsen, HE, Darras, S, Davidson, SM, Day, DA, Degirmenci, V, Demaison, L, Devriendt, K, Ding, J, Dogan, Y, Dong, XC, Donner, CF, Dressick, W, Drevon, CA, Duan, H, Ducho, C, Dumaz, N, Dwarakanath, BS, Ebell, MH, Eisenhardt, S, Elkum, N, Engel, N, Erickson, TB, Fairhead, M, Faville, MJ, Fejzo, MS, Festa, F, Feteira, A, Flood-Page, P, Forsayeth, J, Fox, SA, Franks, SJ, Frentiu, FD, Frilander, MJ, Fu, X, Fujita, S, Galea, I, Galluzzi, L, Gani, F, Ganpule, AP, Garcia-Alix, A, Gedye, K, Giordano, M, Giunta, C, Gleeson, PA, Goarant, C, Gong, H, Gora, D, Gough, MJ, Goyal, R, Graham, KE, Grande-Perez, A, Graves, PM, Greidanus, H, Grice, D, Grunau, C, Gumulya, Y, Guo, Y, Gurevich, VV, Gusev, O, Hacker, E, Hage, SR, Hagen, G, Hahn, S, Haller, DM, Hammerschmidt, S, Han, J, Han, R, Handfield, M, Hapuarachchi, HC, Harder, T, Hardingham, JE, Heck, M, Heers, M, Hew, KF, Higuchi, Y, St Hilaire, C, Hilton, R, Hodzic, E, Hone, A, Hongoh, Y, Hu, G, Huber, HP, Hueso, LE, Huirne, J, Hurt, L, Idborg, H, Ikeo, K, Ingley, E, Jakeman, PM, Jensen, A, Jia, H, Jia, S, Jiang, J, Jiang, X, Jin, Y, Jo, D, Johnson, AM, Johnston, M, Jonscher, KR, Jorens, PG, Jorgensen, JOL, Joubert, JW, Jung, S-H, Junior, AM, Kahan, T, Kamboj, SK, Kang, Y-K, Karamanos, Y, Karp, NA, Kelly, R, Kenna, R, Kennedy, J, Kersten, B, Khalaf, RA, Khalid, JM, Khatlani, T, Khider, T, Kijanka, GS, King, SRB, Kluz, T, Knox, P, Kobayashi, T, Koch, K-W, Kohonen-Corish, MRJ, Kong, X, Konkle-Parker, D, Korpela, KM, Kostrikis, LG, Kraiczy, P, Kratz, H, Krause, G, Krebsbach, PH, Kristensen, SR, Kumari, P, Kunimatsu, A, Kurdak, H, Kwon, YD, Lachat, C, Lagisz, M, Laky, B, Lammerding, J, Lange, M, Larrosa, M, Laslett, AL, LeClair, EE, Lee, K-W, Lee, M-Y, Lee, M-S, Li, G, Lieb, K, Lim, YY, Lindsey, ML, Line, P-D, Liu, D, Liu, F, Liu, H, Lloyd, VK, Lo, T-W, Locci, E, Loidl, J, Lorenzen, J, Lorkowski, S, Lovell, NH, Lu, H, Lu, W, Lu, Z, Luengo, GS, Lundh, L-G, Lysy, PA, Mabb, A, Mack, HG, Mackey, DA, Mahdavi, SR, Maher, P, Maher, T, Maity, SN, Malgrange, B, Mamoulakis, C, Mangoni, AA, Manke, T, Manstead, ASR, Mantalaris, A, Marsal, J, Marschall, H-U, Martin, FL, Martinez-Raga, J, Martinez-Salas, E, Mathieu, D, Matsui, Y, Maza, E, McCutcheon, JE, Mckay, GJ, McMillan, B, McMillan, N, Meads, C, Medina, L, Merrick, BA, Metzger, DW, Meunier, FA, Michaelis, M, Micheau, O, Mihara, H, Mintz, EM, Mizukami, T, Moalic, Y, Mohapatra, DP, Monteiro, A, Montes, M, Moran, JV, Morozov, SY, Mort, M, Murai, N, Murphy, DJ, Murphy, SK, Murray, SA, Naganawa, S, Nammi, S, Nasios, G, Natoli, RM, Nguyen, F, Nicol, C, van Nieuwerburgh, F, Nilsen, EB, Nobile, CJ, O'Mahony, M, Ohlsson, S, Olatunbosun, O, Olofsson, P, Ortiz, A, Ostrikov, K, Otto, S, Outeiro, TF, Ouyang, S, Paganoni, S, Page, A, Palm, C, Paradies, Y, Parsons, MH, Parsons, N, Pascal, P, Paul, E, Peckham, M, Pedemonte, N, Pellizzon, MA, Petrelli, M, Pichugin, A, Pinto, CJC, Plevris, JN, Pollesello, P, Polz, M, Ponti, G, Porcelli, P, Prince, M, Quinn, GP, Quinn, TJ, Ramula, S, Rappsilber, J, Rehfeldt, F, Reiling, JH, Remacle, C, Rezaei, M, Riddick, EW, Ritter, U, Roach, NW, Roberts, DD, Robles, G, Rodrigues, T, Rodriguez, C, Roislien, J, Roobol, MJ, Rowe, JA, Ruepp, A, van Ruitenbeek, J, Rust, P, Saad, S, Sack, GH, Santos, M, Saudemont, A, Sava, G, Schrading, S, Schramm, A, Schreiber, M, Schuler, S, Schymkowitz, J, Sczyrba, A, Seib, KL, Shi, H-P, Shimada, T, Shin, J-S, Shortt, C, Silveyra, P, Skinner, D, Small, I, Smeets, PAM, So, P-W, Solano, F, Sonenshine, DE, Song, J, Southall, T, Speakman, JR, Srinivasan, MV, Stabile, LP, Stasiak, A, Steadman, KJ, Stein, N, Stephens, AW, Stewart, DI, Stine, K, Storlazzi, C, Stoynova, NV, Strzalka, W, Suarez, OM, Sultana, T, Sumant, AV, Summers, MJ, Sun, G, Tacon, P, Tanaka, K, Tang, H, Tanino, Y, Targett-Adams, P, Tayebi, M, Tayyem, R, Tebbe, CC, Telfer, EE, Tempel, W, Teodorczyk-Injeyan, JA, Thijs, G, Thorne, S, Thrift, AG, Tiffon, C, Tinnefeld, P, Tjahjono, DH, Tolle, F, Toth, E, del Tredici, AL, Tsapas, A, Tsirigotis, K, Turak, A, Tzotzos, G, Udo, EE, Utsumi, T, Vaidyanathan, S, Vaillant, M, Valsesia, A, Vandenbroucke, RE, Veiga, FH, Vendrell, M, Vesk, PA, Vickers, P, Victor, VM, Villemur, R, Vohl, M-C, Voolstra, CR, Vuillemin, A, Wakelin, S, Waldron, L, Walsh, LJ, Wang, AY, Wang, F, Wang, Y, Watanabe, Y, Weigert, A, Wen, J-C, Wham, C, White, EP, Wiener, J, Wilharm, G, Wilkinson, S, Willmann, R, Wilson, C, Wirth, B, Wojan, TR, Wolff, M, Wong, BM, Wu, T-W, Wuerbel, H, Xiao, X, Xu, D, Xu, JW, Xue, B, Yalcin, S, Yan, H, Yang, E-C, Yang, S, Yang, W, Ye, Y, Ye, Z-Q, Yli-Kauhaluoma, J, Yoneyama, H, Yu, Y, Yuan, G-C, Yuh, C-H, Zaccolo, M, Zeng, C, Zevnik, B, Zhang, L, Zhang, Y, Zhang, Z-Y, Zhao, Y, Zhou, M, Zuberbier, T, Aanei, CM, Ahmad, R, Al-Lawama, M, Alanio, A, Allardyce, J, Alonso-Caneiro, D, Atack, JM, Baier, D, Bansal, A, Benezeth, Y, Berbesque, C, Berrevoet, F, Biedermann, PHW, Bijleveld, E, Bittner, F, Blombach, F, Van den Bos, W, Boudreau, SA, Bramoweth, AD, Braubach, O, Cai, Y, Campbell, M, Catry, T, Chen, X, Cheng, S, Chung, H-J, Chavez-Fumagalli, MA, Conway, A, Costa, BM, Cyr, N, Dean, LT, Denzel, MS, Dlamini, SV, Dudley, KJ, Dufies, M, Ecke, T, Eckweiler, D, Eixarch, E, El-Adawy, H, Emmrich, JV, Eustace, AJ, Falter-Wagner, CM, Fuss, J, Gao, J, Gill, MR, Gloyn, L, Goggs, R, Govinden, U, Greene, G, Greiff, V, Grundle, DS, Gruneberg, P, Gumede, N, Haore, G, Harrison, P, Hoenner, X, Hojsgaard, D, Hori, H, Ikonomopoulou, MP, Jeurissen, P, Johnson, DM, Kabra, D, Kamagata, K, Karmakar, C, Kasian, O, Kaye, LK, Khan, MM, Kim, Y-M, Kish, JK, Kobold, S, Kohanbash, G, Kohls, G, Kugler, J-M, Kumar, G, Lacy-Colson, J, Latif, A, Lauschke, VM, Li, B, Lim, CJ, Liu, X, Lu, J-J, Lu, Q, Mahavadi, P, Marzocchi, U, McGarrigle, CA, van Meerten, T, Min, R, Moal, I, Molari, M, Molleman, L, Mondal, SR, Van de Mortel, T, Moss, WN, Moultos, OA, Mukherjee, M, Nakayama, K, Narayan, E, Navaratnarajah, Neumann, P-A, Nie, J, Nie, Y, Niemeyer, F, Fiona, Nwaiwu, O, Oldenmenger, WH, Olumayede, E, Ou, J, Pallebage-Gamarallage, M, Pearce, SP, Pelkonen, T, Pelleri, MC, Pereira, JL, Pheko, M, Pinto, KA, Piovesan, A, Pluess, M, Podolsky, IM, Prescott, J, Qi, D, Qi, X, Raikou, VD, Ranft, A, Rhodes, J, Rotge, J-Y, Rowe, AD, Saggar, M, Schuon, RA, Shahid, S, Shalchyan, V, Shirvalkar, P, Shiryayev, O, Singh, J, Smout, MJ, Soares, A, Song, C, Srivastava, K, Srivastava, RK, Sun, J, Szabo, A, Szymanski, W, Tai, CNP, Takeuchi, H, Tanadini-Lang, S, Tang, F, Tao, W, Theron, G, Tian, CF, Tian, Y-S, Tuttle, LM, Valenti, A, Verlot, P, Walker, M, Wang, J, Welter, D, Winslade, M, Wu, D, Wu, Y-R, Xiao, H, Xu, B, Xu, Z, Yang, D, Yang, M, Yankilevich, P, You, Y, Yu, C, Zhan, J, Zhang, G, Zhang, K, Zhang, T, Zhao, G, Zhao, J, Zhou, X, Zhu, Z, Ajani, PA, Anazodo, UC, Bagloee, SA, Bail, K, Bar, I, Bathelt, J, Benkeser, D, Bernier, ML, Blanchard, AM, Boakye, DW, Bonatsos, V, Boon, MH, Bouboulis, G, Bromfield, E, Brown, J, Bul, KCM, Burton, KJ, Butkowski, EG, Carroll, G, Chao, F, Charrier, EE, Chen, Y-C, Chenguang, Choi, JR, Christoffersen, T, Comel, JC, Cosse, C, Cui, Y, van Dessel, P, Dhaval, Diodato, D, Duffey, M, Dutt, A, Egea, LG, El-Said, M, Faye, M, Fernandez-Fernandez, B, Foley, KG, Founou, LL, Fu, F, Gadelkareem, RA, Galimov, E, Garip, G, Gemmill, A, Gouil, Q, Grey, J, Gridneva, Z, Grothe, MJ, Grebert, T, Guerrero, F, Guignard, L, Haenssgen, MJ, Hasler, D, Holgate, JY, Huang, A, Hulse-Kemp, AM, Jean-Quartier, C, Jeon, S-M, Jia, Y, Jutzeler, C, Kalatzis, P, Karim, M, Karsay, K, Keitel, A, Kempe, A, Keown, JR, Khoo, CM, Khwaja, N, Kievit, RA, Kosanic, A, Koutoukidis, DA, Kramer, P, Kumar, D, Kirag, N, Lanza, G, Le, TD, Leem, JW, Leightley, D, Leite, A, Lercher, L, Li, Y, Lim, R, Lima, LRA, Lin, L, Ling, T, Liu, Y, Liu, Z, Lu, Y, Lum, FM, Luo, H, Machhi, J, Macleod, A, Macwan, I, Madala, HR, Madani, N, de Maio, N, Makowiecki, K, Mallinson, DJ, Margelyte, R, Maria, C, Markonis, Y, Marsili, L, Mavoa, S, McWilliams, L, Megersa, M, Mendes, CSM, Menichetti, J, Mercieca-Bebber, R, Miller, JJ, Minde, D-PM, Minges, A, Mishra, E, Mishra, VR, Moores, C, Morrice, N, Moskalensky, AE, Navarin, N, Negera, E, Nolet, P, Nordberg, A, Norden, R, Nowicki, JP, Olova, N, Olszewski, P, Onzima, R, Pan, C-L, Park, C, Park, DI, Park, S, Patil, CD, Pedro, SA, Perry, SR, Peter, J, Peterson, BM, Pezzuolo, A, Pozdnyakov, I, Qian, S, Qin, L, Rafe, A, Raote, I, Raza, A, Rebl, H, Refai, O, Regan, T, Richa, T, Richardson, MF, Robinson, KR, Rossoni, L, Rouet, R, Safaei, S, Schneeberger, PHH, Schwotzer, D, Sebastian, A, Selinski, J, Seltmann, S, Sha, F, Shalev, N, Shang, J-L, Singer, J, Singh, M, Smith, T, Solomon-Moore, E, Song, L, Soraggi, S, Stanley, R, Steckhan, N, 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Strobl, F, Subissi, L, Supriyanto, I, Surve, CR, Suzuki, T, Syme, C, Sorelius, K, Tang, Y, Tantawy, M, Tennakoon, S, Teseo, S, Toelzer, C, Tomov, N, Tovar, M, Tran, L, Tripathi, S, Tuladhar, AM, Ukubuiwe, AC, Ung, COL, Valgepea, K, Vatanparast, H, Vidal, A, Wang, Q, Watari, R, Webster, R, Wei, J, Wibowo, D, Wingenbach, TSH, Xavier, RM, Xiao, S, Xiong, P, Xu, S, Yao, R, Yao, W, Yin, Q, Zaitsu, M, Zeineb, Z, Zhan, X-Y, Zhang, R, Zhang, W, Zheng, S, Zhou, B, Ahmad, H, Akinwumi, SA, Albery, GF, Alhowimel, A, Ali, J, Alshehri, M, Alsuhaibani, M, Anikin, A, Azubuike, SO, Bach-Mortensen, A, Baltiansky, L, Bartas, M, Belachew, KY, Bhardwaj, V, Binder, K, Bland, NS, Boah, M, Bullen, B, Calabro, GE, Callahan, TJ, Cao, B, Chalmers, K, Chang, W, Che, Z, Chen, ATY, Chen, Z, Choi, Y, Chowdhury, MAK, Christensen, MR, Cooke, RSC, Cottini, M, Covington, NV, Cunningham, C, Delarocque, J, Devos, L, Dhar, AR, Ding, K-F, Dong, K, Dong, Z, Dreyer, N, Ekstrand, C, Fardet, T, Feleke, BE, Feurer, T, Freitas, A, Gao, T, Asefa, NG, Giganti, F, Grabowski, P, Guerra-Mora, JR, Guo, C, Guo, X, Gupta, H, He, S, Heijne, M, Heinemann, S, Hogrebe, A, Huang, Z, Iskander-Rizk, S, Iyer, LM, Jahan, Y, James, AS, Joel, E, Joffroy, B, Jegousse, C, Kambondo, G, Karnati, P, Kaya, C, Ke, A, Kelly, D, Kickert, R, Kidibule, PE, Kieselmann, JP, Kim, HJ, Kitazawa, T, Lamberts, A, Liang, H, Linn, SN, Litfin, T, Liusuo, W, Lygirou, V, Mahato, AK, Mai, Z-M, Major, RW, Mali, S, Mallis, P, Mao, W, Marvin-Dowle, K, Mason, LD, Merideth, B, Merino-Plaza, MJ, Merlaen, B, Messina, R, Mishra, AK, Muhammad, J, Musinguzi, C, Nanou, A, Naqash, A, Nguyen, JT, Nguyen, TTH, Ni, D, Nida, Notcovich, S, Ohst, B, Ollivier, QR, Osses, DF, Peng, X, Plantinga, A, Pulia, M, Rafiq, M, Raman, A, Raucher-Chene, D, Rawski, R, Ray, A, Razak, LA, Rudolf, K, Rusch, P, Sadoine, ML, Schmidt, A, Schurr, R, Searles, S, Sharma, S, Sheehan, B, Shi, C, Shohayeb, B, Sommerlad, A, Strehlow, J, Sun, X, Sundar, R, Taherzadeh, G, Tahir, NDM, Tang, J, Testa, J, Tian, Z, Tingting, Q, Verheijen, GP, Vickstrom, C, Wang, T, Wang, X, Wang, Z, Wei, P, Wilson, A, Wyart, Yassine, A-A, Yousefzadeh, A, Zare, A, Zeng, Z, Zhang, H, Zhou, J, Zhu, D, Adamo, V, Adeyemo, AA, Aggelidou, M, Al-Owaifeer, AM, Al-Riyami, AZ, Alzghari, SK, Andersen, V, Angus, K, Asaduzzaman, M, Asady, H, Ato, D, Bai, X, Baines, RL, Ballantyne, M, Ban, B, Beck, J, Ben-Nafa, W, Black, E, Blancher, A, Blankstein, R, Bodagh, N, Borges, PAV, Brooks, A, Brox-Ponce, J, Brunetti, A, Canham, CD, Carninci, P, Carvajal, R, Chang, SC, Chao, J, Chatterjee, P, Chhatriwalla, AK, Chikowe, I, Chuang, T-J, Collevatti, RG, Valera-Cornejo, DA, Cuenda, A, Dao, M, Dauga, D, Deng, Z, Devkota, K, Doan, LV, Elewa, YHA, Fan, D, Faruk, M, Feifei, S, Ferguson, TS, Fleres, F, Foster, EJ, Foster, CS, Furer, T, Gao, Y, Garcia-Rivera, EJ, Gazdar, A, George, RB, Ghosh, S, Gianchecchi, E, Gleason, JM, Hackshaw, A, Hall, A, Hall, R, Harper, P, Hogg, WE, Huang, G, Hunter, KE, IJzerman, AP, Jesus, C, Jian, G, Lewis, JS, Kanj, SS, Kaur, H, Kheir, F, Kichatova, VS, Kiyani, M, Klein, R, Kovesi, T, Kraschnewski, JL, Kumar, AP, Labutin, D, Lazo-Langner, A, Leclercq, G, Li, M, Li, Q, Li, T, Liao, W-T, Liao, Z-Y, Lin, J, Lizer, J, Lobreglio, G, Lowies, C, Lu, C, Majeed, H, Martin, A, Martinez-Sobrido, L, Meresh, E, Middelveen, M, Mohebbi, A, Mota, J, Mozaheb, Z, Muyaya, L, Nandhakumar, A, Ng, SHX, Obeidat, M, Oh, D-H, Owais, M, Pace-Asciak, P, Panwar, A, Patterson, C, Penagos-Tabaree, F, Pianosi, PT, Pinzi, V, Pridans, C, Psaroulaki, A, Pujala, RK, Pulido-Arjona, L, Qi, P-F, Rahman, P, Rai, NK, Rassaf, T, Refardt, J, Ricciardi, W, Riess, O, Rovas, A, Sacks, FM, Saleh, S, Sampson, C, Schmutz, A, Sepanski, R, Sharma, N, Spearman, P, Subramaniapillai, M, Swali, R, Tan, CM, Tellechea, JI, Thomas, L-M, Tong, X, Veys, R, Vitriol, V, Wang, H-D, Waugh, J, Webb, SA, Williams, BA, Workman, AD, Xiang, T, Xie, L-X, Xu, T, Yang, C, Yoon, JG, Yuan, CM, Zaritsky, A, Zhao, H, Zuckerman, H, Lyu, R, Pullan, W, and Zhou, Y
- Published
- 2019
3. Large expert-curated database for benchmarking document similarity detection in biomedical literature search
- Author
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Zeineb, Zian, Brown, Peter, Tan, Aik-Choon, El-Esawi, Mohamed A., Liehr, Thomas, Blanck, Oliver, Gladue, Douglas P., Almeida, Gabriel M. F., Cernava, Tomislav, Sorzano, Carlos O., Yeung, Andy W. K., Engel, Michael S., Chandrasekaran, Arun Richard, Muth, Thilo, Staege, Martin S., Daulatabad, Swapna V., Widera, Darius, Zhang, Junpeng, Meule, Adrian, Honjo, Ken, Pourret, Olivier, Yin, Cong-Cong, Zhang, Zhongheng, Cascella, Marco, Flegel, Willy A., Goodyear, Carl S., Raaij, Mark J. van, Bukowy-Bieryllo, Zuzanna, Campana, Luca G., Kurniawan, Nicholas A., Lalaouna, David, Hüttner, Felix J., Ammerman, Brooke A., Ehret, Felix, Cobine, Paul A., Tan, Ene-Choo, Han, Hyemin, Xia, Wenfeng, McCrum, Christopher, Dings, Ruud P. M., Marinello, Francesco, Nilsson, Henrik, Nixon, Brett, Voskarides, Konstantinos, Yang, Long, Costa, Vincent D., Bengtsson-Palme, Johan, Bradshaw, William, Grimm, Dominik G., Kumar, Nitin, Martis, Elvis, Prieto, Daniel, Sabnis, Sandeep C., Amer, Said E. D. R., Liew, Alan W. C., Perco, Paul, Rahimi, Farid, Riva, Giuseppe, Zhang, Chongxing, Devkota, Hari P., Ogami, Koichi, Basharat, Zarrin, Fierz, Walter, Siebers, Robert, Tan, Kok-Hian, Boehme, Karen A., Brenneisen, Peter, Brown, James A. L., Dalrymple, Brian P., Harvey, David J., Ng, Grace, Werten, Sebastiaan, Bleackley, Mark, Dai, Zhanwu, Dhariwal, Raman, Gelfer, Yael, Hartmann, Marcus D., Miotla, Pawel, Tamaian, Radu, Govender, Pragashnie, Gurney-Champion, Oliver J., Kauppila, Joonas H., Zhang, Xiaolei, Echeverría, Natalia, Subhash, Santhilal, Sallmon, Hannes, Tofani, Marco, Bae, Taeok, Bosch, Oliver, Cuív, Páraic O., Danchin, Antoine, Diouf, Barthelemy, Eerola, Tuomas, Evangelou, Evangelos, Filipp, Fabian V., Klump, Hannes, Kurgan, Lukasz, Smith, Simon S., Terrier, Olivier, Tuttle, Neil, Ascher, David B., Janga, Sarath C., Schulte, Leon N., Becker, Daniel, Browngardt, Christopher, Bush, Stephen J., Gaullier, Guillaume, Ide, Kazuki, Meseko, Clement, Werner, Gijsbert D. A., Zaucha, Jan, Al-Farha, Abd A., Greenwald, Noah F., Popoola, Segun I., Rahman, Md Shaifur, Xu, Jialin, Yang, Sunny Y., Hiroi, Noboru, Alper, Ozgul M., Baker, Chris I., Bitzer, Michael, Chacko, George, Debrabant, Birgit, Dixon, Ray, Forano, Evelyne, Gilliham, Matthew, Kelly, Sarah, Klempnauer, Karl-Heinz, Lidbury, Brett A., Lin, Michael Z., Lynch, Iseult, Ma, Wujun, Maibach, Edward W., Mather, Diane E., Nandakumar, Kutty S., Ohgami, Robert S., Parchi, Piero, Tressoldi, Patrizio, Xue, Yu, Armitage, Charles, Barraud, Pierre, Chatzitheochari, Stella, Coelho, Luis P., Diao, Jiajie, Doxey, Andrew C., Hu, Pingzhao, Kaiser, Stefan, Mitchell, Kate M., Salama, Mohamed F., Shabalin, Ivan G., Song, Haijun, Stevanovic, Dejan, Yadollahpour, Ali, Zeng, Erliang, Zinke, Katharina, Alimba, C. G., Beyene, Tariku J., Cao, Zehong, Chan, Sherwin S., Gatchell, Michael, Kleppe, Andreas, Piotrowski, Marcin, Torga, Gonzalo, Woldesemayat, Adugna A., Cosacak, Mehmet I., Haston, Scott, Ross, Stephanie A., Williams, Richard, Wong, Alvin, Abramowitz, Matthew K., Effiong, Andem, Lee, Senhong, Abid, Muhammad Bilal, Agarabi, Cyrus, Alaux, Cedric, Albrecht, Dirk R., Atkins, Gerald J., Beck, Charles R., Bonvin, A. M. J. J., Bourke, Emer, Brand, Thomas, Braun, Ralf J., Bull, James A., Cardoso, Pedro, Carter, Dee, Delahay, Robin M., Ducommun, Bernard, Duijf, Pascal H. G., Epp, Trevor, Eskelinen, Eeva-Liisa, Fallah, Mazyar, Farber, Debora B., Fernandez-Triana, Jose, Feyerabend, Frank, Florio, Tullio, Friebe, Michael, Furuta, Saori, Gabrielsen, Mads, Gruber, Jens, Grybos, Malgorzata, Han, Qian, Heinrich, Michael, Helanterä, Heikki, Huber, Michael, Jeltsch, Albert, Jiang, Fan, Josse, Claire, Jurman, Giuseppe, Kamiya, Haruyuki, Keersmaecker, Kim de, Kristiansson, Erik, Leeuw, Frank-Erik de, Li, Jiuyong, Liang, Shide, Lopez-Escamez, Jose A., Lopez-Ruiz, Francisco J., Marchbank, Kevin J., Marschalek, Rolf, Martín, Carmen S., Miele, Adriana E., Montagutelli, Xavier, Morcillo, Esteban, Nicoletti, Rosario, Niehof, Monika, O’Toole, Ronan, Ohtomo, Toshihiko, Oster, Henrik, Palma, Jose-Alberto, Paterson, Russell, Peifer, Mark, Portilla, Maribel, Portillo, M. C., Pritchard, Antonia L., Pusch, Stefan, Raghava, Gajendra P. S., Roberts, Nicola J., Ross, Kehinde, Schuele, Birgitt, Sergeant, Kjell, Shen, Jun, Stella, Alessandro, Sukocheva, Olga, Uversky, Vladimir N., Vanneste, Sven, Villet, Martin H., Viveiros, Miguel, Vorholt, Julia A., Weinstock, Christof, Yamato, Masayuki, Zabetakis, Ioannis, Zhao, Xin, Ziegler, Andreas, Aizat, Wan M., Atlas, Lauren, Bridges, Kristina M., Chakraborty, Sayan, Deschodt, Mieke, Domingues, Helena S., Esfahlani, Shabnam S., Falk, Sebastian, Guisado, J. L., Kane, Nolan C., Kueberuwa, Gray, Lau, Colleen L., Liang, Dai, Liu, Enwu, Luu, Andreas M., Ma, Chuang, Ma, Lisong, Moyer, Robert, Norris, Adam D., Panthee, Suresh, Parsons, Jerod R., Peng, Yousong, Pinto, Inês Mendes, Reschke, Cristina R., Sillanpää, Elina, Stewart, Christopher J., Uhle, Florian, Yang, Hui, Zhou, Kai, Zhu, Shu, Ashry, Mohamed, Bergsland, Niels, Berthold, Maximilian, Chen, Chang-Er, Colella, Vito, Cuypers, Maarten, Eskew, Evan A., Fan, Xiao, Gajda, Maksymilian, Gonzálezlez-Prendes, Rayner, Goodin, Amie, Graham, Emily B., Groen, Ewout J. N., Gutiérrez-Sacristán, Alba, Habes, Mohamad, Heffler, Enrico, Higginbottom, Daniel B., Janzen, Thijs, Jayaraman, Jayakumar, Jibb, Lindsay A., Jongen, Stefan, Kinyanjui, Timothy, Koleva-Kolarova, Rositsa G., Li, Zhixiu, Liu, Yu-Peng, Lund, Bjarte A., Lussier, Alexandre A., Ma, Liping, Mier, Pablo, Moore, Matthew D., Nagler, Katja, Orme, Mark W., Pearson, James A., Prajapati, Anilkumar S., Saito, Yu, Tröder, Simon E., Uchendu, Florence, Verloh, Niklas, Voutchkova, Denitza D., Abu-Zaid, Ahmed, Bakkach, Joaira, Baumert, Philipp, Dono, Marcos, Hanson, Jack, Herbelet, Sandrine, Hobbs, Emma, Kulkarni, Ameya, Kumar, Narendra, Liu, Siqi, Loft, Nikolai D., Reddan, Tristan, Senghore, Thomas, Vindin, Howard, Xu, Haotian, Bannon, Ross, Chen, Branson, Cheung, Johnny T. K., Cooper, Jeffrey, Esnakula, Ashwini K., Feghali, Karine A., Ghelardi, Emilia, Gnasso, Agostino, Horbar, Jeffrey, Lai, Hei M., Li, Jian, Ma, Lan, Ma, Ruiyan, Pan, Zihang, Peres, Marco A., Pranata, Raymond, Seow, Esmond, Sydes, Matthew, Testoni, Ines, Westermair, Anna L., Yang, Yongliang, Afnan, Masoud, Albiol, Joan, Albuquerque, Lucia G., Amiya, Eisuke, Amorim, Rogerio M., An, Qianli, Andersen, Stig U., Aplin, John D., Argyropoulos, Christos, Asmann, Yan W., Assaeed, Abdulaziz M., Atanasov, Atanas G., Atchison, David A., Avery, Simon V., Avillach, Paul, Baade, Peter D., Backman, Lars, Badie, Christophe, Baldi, Alfonso, Ball, Elizabeth, Bardot, Olivier, Barnett, Adrian G., Basner, Mathias, Batra, Jyotsna, Bazanova, O. M., Beale, Andrew, Beddoe, Travis, Bell, Melanie L., Berezikov, Eugene, Berners-Price, Sue, Bernhardt, Peter, Berry, Edward, Bessa, Theolis B., Billington, Craig, Birch, John, Blakely, Randy D., Blaskovich, Mark A. T., Blum, Robert, Boelaert, Marleen, Bogdanos, Dimitrios, Bosch, Carles, Bourgoin, Thierry, Bouvard, Daniel, Boykin, Laura M., Bradley, Graeme, Braun, Daniel, Brownlie, Jeremy, Brühl, Albert, Burt, Austin, Butler, Lisa M., Byrareddy, Siddappa N., Byrne, Hugh J., Cabantous, Stephanie, Calatayud, Sara, Candal, Eva, Carlson, Kimberly, Casillas, Sònia, Castelvetro, Valter, Caswell, Patrick T., Cavalli, Giacomo, Cerovsky, Vaclav, Chagoyen, Monica, Chen, Chang-Shi, Chen, Dong F., Chen, Hao, Chen, Hui, Chen, Jui-Tung, Chen, Yinglong, Cheng, Changxiu, Cheng, Jianlin, Chinapaw, Mai, Chinopoulos, Christos, Cho, William C. S., Chong, Lillian, Chowdhury, Debashish, Chwalibog, Andre, Ciresi, A., Cockcroft, Shamshad, Conesa, Ana, Cook, Penny A., Cooper, David N., Coqueret, Olivier, Corea, Enoka M., Costa, Elisio, Coupland, Carol, Crawford, Stephanie Y., Cruz, Aparecido D., Cui, Huijuan, Cui, Qiang, Culver, David C., D’Angiulli, Amedeo, Dahms, Tanya E. S., Daigle, France, Dalgleish, Raymond, Danielsen, Håvard E., Darras, Sébastien, Davidson, Sean M., Day, David A., Degirmenci, Volkan, Demaison, Luc, Devriendt, Koenraad, Ding, Jiandong, Dogan, Yunus, Dong, X. C., Donner, Claudio F., Dressick, Walter, Drevon, Christian A., Duan, Huiling, Ducho, Christian, Dumaz, Nicolas, Dwarakanath, Bilikere S., Ebell, Mark H., Eisenhardt, Steffen, Elkum, Naser, Engel, Nadja, Erickson, Timothy B., Fairhead, Michael, Faville, Marty J., Fejzo, Marlena S., Festa, Fernanda, Feteira, Antonio, Flood-Page, Patrick, Forsayeth, John, Fox, Simon A., Franks, Steven J., Frentiu, Francesca D., Frilander, Mikko J., Fu, Xinmiao, Fujita, Satoshi, Galea, Ian, Galluzzi, Luca, Gani, Federica, Ganpule, Arvind P., García-Alix, Antonio, Gedye, Kristene, Giordano, Maurizio, Giunta, Cecilia, Gleeson, Paul A., Goarant, Cyrille, Gong, Haipeng, Gora, Diop, Gough, Michael J., Goyal, Ravinder, Graham, Kathryn E., Grande-Pérez, Ana, Graves, Patricia M., Greidanus, Harm, Grice, Darren, Grunau, Christoph, Gumulya, Yosephine, Guo, Yabin, Gurevich, Vsevolod V., Gusev, Oleg, Hacker, Elke, Hage, Steffen R., Hagen, Guy, Hahn, Steven, Haller, Dagmar M., Hammerschmidt, Sven, Han, Jianwei, Han, Renzhi, Handfield, Martin, Hapuarachchi, Hapuarachchige C., Harder, Timm, Hardingham, Jennifer E., Heck, Michelle, Heers, Marcel, Hew, Khe F., Higuchi, Yohei, Hilaire, Cynthia St, Hilton, Rachel, Hodzic, Enisa, Hone, Andrew, Hongoh, Yuichi, Hu, Guoku, Huber, Heinz P., Hueso, Luis E., Huirne, Judith, Hurt, Lisa, Idborg, Helena, Ikeo, Kazuho, Ingley, Evan, Jakeman, Philip M., Jensen, Arne, Jia, Hong, Jia, Husen, Jia, Shuqin, Jiang, Jianping, Jiang, Xingyu, Jin, Yi, Jo, Daehyun, Johnson, Andrew M., Johnston, Marie, Jonscher, Karen R., Jorens, Philippe G., Jorgensen, Jens O. L., Joubert, Johan W., Jung, Sin-Ho, Junior, Antonio M., Kahan, Thomas, Kamboj, Sunjeev K., Kang, Yong-Kook, Karamanos, Yannis, Karp, Natasha A., Kelly, Ryan, Kenna, Ralph, Kennedy, Jonathan, Kersten, Birgit, Khalaf, Roy A., Khalid, Javaria M., Khatlani, T., Khider, Tarig, Kijanka, Gregor S., King, Sarah R. B., Kluz, Tomasz, Knox, Paul, Kobayashi, Tatsuya, Koch, Karl-Wilhelm, Kohonen-Corish, Maija R. J., Kong, Xiangpeng, Konkle-Parker, Deborah, Korpela, Kalevi M., Kostrikis, Leondios G., Kraiczy, Peter, Kratz, Harald, Krause, Günter, Krebsbach, Paul H., Kristensen, Søren R., Kumari, Prerna, Kunimatsu, Akira, Kurdak, Hatice, Kwon, Young D., Lachat, Carl, Lagisz, Malgorzata, Laky, Brenda, Lammerding, Jan, Lange, Matthias, Larrosa, Mar, Laslett, Andrew L., LeClair, Elizabeth E., Lee, Kyung-Woo, Lee, Ming-Yih, Lee, Moon-Soo, Li, Genyuan, Li, Jiansheng, Lieb, Klaus, Lim, Yau Y., Lindsey, Merry L., Line, Paul-Dag, Liu, Dengcai, Liu, Fengbin, Liu, Haiyan, Liu, Hongde, Lloyd, Vett K., Lo, Te-Wen, Locci, Emanuela, Loidl, Josef, Lorenzen, Johan, Lorkowski, Stefan, Lovell, Nigel H., Lu, Hua, Lu, Wei, Lu, Zhiyong, Luengo, Gustavo S., Lundh, Lars-Gunnar, Lysy, Philippe A., Mabb, Angela, Mack, Heather G., Mackey, David A., Mahdavi, S. R., Maher, Pamela, Maher, Toby, Maity, Sankar N., Malgrange, Brigitte, Mamoulakis, Charalampos, Mangoni, Arduino A., Manke, Thomas, Manstead, Antony S. 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P., Monteiro, Antonia, Montes, Matthieu, Moran, John V., Morozov, Sergey Y., Mort, Matthew, Murai, Noriyuki, Murphy, Denis J., Murphy, Susan K., Murray, Shauna A., Naganawa, Shinji, Nammi, Srinivas, Nasios, Grigorios, Natoli, Roman M., Nguyen, Frederique, Nicol, Christine, Nieuwerburgh, Filip van, Nilsen, Erlend B., Nobile, Clarissa J., O’Mahony, Margaret, Ohlsson, Sophie, Olatunbosun, Oluremi, Olofsson, Per, Ortiz, Alberto, Ostrikov, Kostya, Otto, Siegmar, Outeiro, Tiago F., Ouyang, Songying, Paganoni, Sabrina, Page, Andrew, Palm, Christoph, Paradies, Yin, Parsons, Michael H., Parsons, Nick, Pascal, Pigny, Paul, Elisabeth, Peckham, Michelle, Pedemonte, Nicoletta, Pellizzon, Michael A., Petrelli, M., Pichugin, Alexander, Pinto, Carlos J. C., Plevris, John N., Pollesello, Piero, Polz, Martin, Ponti, Giovanna, Porcelli, Piero, Prince, Martin, Quinn, Gwendolyn P., Quinn, Terence J., Ramula, Satu, Rappsilber, Juri, Rehfeldt, Florian, Reiling, Jan H., Remacle, Claire, Rezaei, Mohsen, Riddick, Eric W., Ritter, Uwe, Roach, Neil W., Roberts, David D., Robles, Guillermo, Rodrigues, Tiago, Rodriguez, Cesar, Roislien, Jo, Roobol, Monique J., Rowe, J. Alexandra, Ruepp, Andreas, Ruitenbeek, Jan van, Rust, Petra, Saad, Sonia, Sack, George H., Santos, Manuela, Saudemont, Aurore, Sava, Gianni, Schrading, Simone, Schramm, Alexander, Schreiber, Martin, Schuler, Sidney, Schymkowitz, Joost, Sczyrba, Alexander, Seib, Kate L., Shi, Han-Ping, Shimada, Tomohiro, Shin, Jeon-Soo, Shortt, Colette, Silveyra, Patricia, Skinner, Debra, Small, Ian, Smeets, Paul A. 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Mechanisms, Pediatric surgery, APH - Methodology, ACS - Atherosclerosis & ischemic syndromes, RELISH Consortium [Member of the MPIB: Lucas Molleman], Kostrikis, Leondios G. [0000-0002-5340-7109], Tan, AC, El-Esawi, MA, Gladue, DP, Almeida, GMF, Sorzano, CO, Yeung, AWK, Engel, MS, Chandrasekaran, AR, Staege, MS, Daulatabad, SV, Yin, CC, Flegel, WA, Goodyear, CS, van Raaij, MJ, Campana, LG, Kurniawan, NA, Huttner, FJ, Ammerman, BA, Cobine, PA, Tan, EC, Han, HM, Xia, WF, McCrum, C, Dings, RPM, Costa, VD, Grimm, DG, Sabnis, SC, Amer, SEDR, Liew, AWC, Zhang, CX, Devkota, HP, Tan, KH, Boehme, KA, Brown, JAL, Dalrymple, BP, Harvey, DJ, Dai, ZW, Hartmann, MD, Gurney-Champion, OJ, Kauppila, JH, Zhang, XL, Cuiv, PO, Filipp, FV, Smith, SS, Ascher, DB, Janga, SC, Schulte, LN, Bush, SJ, Werner, GDA, Al-Farha, AA, Greenwald, NF, Popoola, SI, Rahman, MS, Xu, JL, Yang, SY, Alper, OM, Baker, CI, Klempnauer, KH, Lidbury, BA, Lin, MZ, Ma, WJ, Maibach, EW, Mather, DE, Nandakumar, KS, Ohgami, RS, Coelho, LP, Doxey, AC, Hu, PZ, Mitchell, KM, Salama, MF, Shabalin, IG, Song, HJ, Zeng, EL, Alimba, CG, Beyene, TJ, Cao, ZH, Chan, SS, Woldesemayat, AA, Cosacak, MI, Ross, SA, Abramowitz, MK, Lee, SH, Abid, MB, Albrecht, DR, Atkins, GJ, Beck, CR, Bonvin, AMJJ, Braun, RJ, Bull, JA, Delahay, RM, Duijf, PHG, Eskelinen, EL, Farber, DB, Leeuw, FE, Lopez-Escamez, JA, Lopez-Ruiz, FJ, Marchbank, KJ, Martin, CS, Miele, AE, Palma, JA, Portillo, MC, Pritchard, AL, Raghava, GPS, Roberts, NJ, Uversky, VN, Villet, MH, Vorholt, JA, Aizat, WM, Bridges, KM, Domingues, HS, Esfahlani, SS, Guisado, JL, Kane, NC, Lau, CL, Luu, AM, Ma, LS, Norris, AD, Parsons, JR, Pinto, IM, Reschke, CR, Stewart, CJ, Chen, CE, Eskew, EA, Graham, EB, Groen, EJN, Higginbottom, DB, Jibb, LA, Koleva-Kolarova, RG, Liu, YP, Lund, BA, Lussier, AA, Moore, MD, Orme, MW, Pearson, JA, Prajapati, AS, Troder, SE, Voutchkova, DD, Liu, SQ, Loft, ND, Xu, HT, Cheung, JTK, Esnakula, AK, Feghali, KA, Lai, HM, Ma, RY, Pan, ZH, Peres, MA, Westermair, AL, Albuquerque, LG, Amorim, RM, Andersen, SU, Aplin, JD, Asmann, YW, Assaeed, AM, Atanasov, AG, Atchison, DA, Avery, SV, Baade, PD, Barnett, AG, Bazanova, OM, Bell, ML, Bessa, TB, Blakely, RD, Blaskovich, MAT, Boykin, LM, Butler, LM, Byrareddy, SN, Byrne, HJ, Caswell, PT, Chen, CS, Chen, DF, Chen, JT, Chen, YL, Cheng, CX, Cheng, JL, Cho, WCS, Cook, PA, Cooper, DN, Corea, EM, Crawford, SY, Cruz, AD, Cui, HJ, Culver, DC, Dahms, TES, Danielsen, HE, Davidson, SM, Day, DA, Dong, XC, Donner, CF, Drevon, CA, Duan, HL, Dwarakanath, BS, Ebell, MH, Erickson, TB, Faville, MJ, Fejzo, MS, Fox, SA, Franks, SJ, Frentiu, FD, Frilander, MJ, Fu, XM, Ganpule, AP, Gleeson, PA, Gong, HP, Gough, MJ, Graham, KE, Graves, PM, Guo, YB, Gurevich, VV, Hage, SR, Haller, DM, Han, JW, Hapuarachchi, HC, Hardingham, JE, Hew, KF, St Hilaire, C, Hu, GK, Huber, HP, Hueso, LE, Jakeman, PM, Jia, HS, Jia, SQ, Jiang, JP, Jiang, XY, Johnson, AM, Jonscher, KR, Jorens, PG, Jorgensen, JOL, Joubert, JW, Jung, SH, Junior, AM, Kamboj, SK, Kang, YK, Karp, NA, Khalaf, RA, Khalid, JM, Kijanka, GS, King, SRB, Koch, KW, Kohonen-Corish, MRJ, Korpela, KM, Kostrikis, LG, Krebsbach, PH, Kristensen, SR, Kwon, YD, Laslett, AL, LeClair, EE, Lee, KW, Lee, MY, Lee, MS, Li, GY, Li, JS, Lim, YY, Lindsey, ML, Line, PD, Liu, DC, Liu, FB, Liu, HY, Liu, HD, Lloyd, VK, Lo, TW, Lovell, NH, Lu, ZY, Luengo, GS, Lundh, LG, Lysy, PA, Mack, HG, Mackey, DA, Mahdavi, SR, Maity, SN, Mangoni, AA, Manstead, ASR, Marschall, HU, Martin, FL, McCutcheon, JE, Mckay, GJ, McMillan, B, McMillan, N, Merrick, BA, Metzger, DW, Meunier, FA, Mintz, EM, Mohapatra, DP, Moran, JV, Morozov, SY, Murphy, DJ, Murphy, SK, Murray, SA, Natoli, RM, Nilsen, EB, Nobile, CJ, Outeiro, TF, Parsons, MH, Pellizzon, MA, Pinto, CJC, Plevris, JN, Quinn, GP, Quinn, TJ, Reiling, JH, Riddick, EW, Roach, NW, Roberts, DD, Roobol, MJ, Rowe, JA, Sack, GH, Seib, KL, Shi, HP, Shin, JS, Smeets, PAM, So, PW, Sonenshine, DE, Song, JN, Speakman, JR, Srinivasan, MV, Stabile, LP, Steadman, KJ, Stephens, AW, Stewart, DI, Stoynova, NV, Suarez, OM, Sumant, AV, Summers, MJ, Tang, HX, Tebbe, CC, Telfer, EE, Teodorczyk-Injeyan, JA, Thrift, AG, Tjahjono, DH, del Tredici, AL, Udo, EE, Vandenbroucke, RE, Veiga, FH, Vesk, PA, Victor, VM, Vohl, MC, Voolstra, CR, Walsh, LJ, Wang, AY, Wen, JC, White, EP, Wojan, TR, Wong, BM, Wu, TW, Xiao, XS, Xu, JW, Xu, JP, Yang, EC, Yang, SQ, Ye, YZ, Ye, ZQ, Yuan, GC, Yuh, CH, Zhang, YK, Zhang, YS, Zhang, ZY, Aanei, CM, Atack, JM, Biedermann, PHW, den Bos, W, Boudreau, SA, Bramoweth, AD, Cao, ZX, Cheng, SQ, Chung, HJ, Chavez-Fumagalli, MA, Costa, BM, Dean, LT, Denzel, MS, Dlamini, SV, Dudley, KJ, Emmrich, JV, Eustace, AJ, Falter-Wagner, CM, Gao, JZ, Gill, MR, Grundle, DS, Ikonomopoulou, MP, Johnson, DM, Kaye, LK, Khan, MM, Kim, YM, Kish, JK, Kugler, JM, Lauschke, VM, Li, BL, Lim, CJ, Liu, XD, Lu, JJ, McGarrigle, CA, Mondal, SR, Van de Mortel, T, Moss, WN, Moultos, OA, Neumann, PA, Nie, JY, Nie, YJ, Oldenmenger, WH, Ou, JH, Pearce, SP, Pelleri, MC, Pereira, JL, Pinto, KA, Podolsky, IM, Qi, DC, Qi, XS, Raikou, VD, Rotge, JY, Rowe, AD, Schuon, RA, Smout, MJ, Song, CJ, Srivastava, RK, Tai, CNP, Tao, WY, Tian, CF, 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Univ Calif Irvine, Univ Hosp Leuven, Chongqing Med Univ, Childrens Hosp Kings Daughters, China Three Gorges Univ, and Xiangtan Univ
- Subjects
Technology and Engineering ,SCIENTIFIC SEARCH ,Expert-curated database ,Biokemia, solu- ja molekyylibiologia - Biochemistry, cell and molecular biology ,Databases ,RElevant LIterature SearcH consortium ,Medicine and Health Sciences ,Biomedical research ,benchmarking ,Biology ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) ,Settore MED/42 - IGIENE GENERALE E APPLICATA ,database ,Computer. Automation ,Science & Technology ,0804 Data Format ,relisch ,Scientific research in health sciences ,Mathematics and Statistics ,litearture search ,relisch , database ,biomedical research ,Biomedical literature ,Original Article ,RELISH ,Mathematical & Computational Biology ,RECOMMENDER-SYSTEMS ,Life Sciences & Biomedicine ,Mathematics ,0807 Library and Information Studies - Abstract
Made available in DSpace on 2020-12-11T01:57:28Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-10-29 Griffith University Gowonda HPC Cluster Queensland Cyber Infrastructure Foundation Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research. 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London, England La Trobe Univ, Anim Plant & Soil Sci, Melbourne, Vic, Australia Univ Arizona, Epidemiol & Biostat, Tucson, AZ USA Univ Groningen, Univ Med Ctr Groningen, ERIBA, Groningen, Netherlands Univ Gothenburg, Inst Clin Sci, Dept Radiat Phys, Gothenburg, Sweden SUNY Upstate Med Univ, Biochem & Mol Biol, Syracuse, NY 13210 USA Fundacao Oswaldo Cruz, Ctr Pesquisas Goncalo Moniz, Salvador, Bahia, Brazil Inst Environm Sci & Res ESR, Food Water & Environm Microbiol, Christchurch, New Zealand Univ Otago, Food Sci, Dunedin, New Zealand Florida Atlantic Univ, Biomed Sci, Boca Raton, FL 33431 USA Univ Queensland, Inst Mol Biosci, Brisbane, Qld, Australia Univ Hosp Wurzburg, Inst Clin Neurobiol, Wurzburg, Germany Inst Trop Med, Publ Hlth, Antwerp, Belgium Univ Thessaly, Sch Hlth Sci, Fac Med, Dept Rheumatol & Clin Immunol, Larisa, Greece Univ Basel, UZB Univ Ctr Dent Med, Dept Orthodont & Pediat Dent, Basel, Switzerland Sorbonne Univ, Museum Natl Hist Nat, Inst Systemat Evolut 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Montpellier, CNRS, Inst Human Genet, Montpellier, France Czech Acad Sci, Inst Organ Chem & Biochem, Prague, Czech Republic CSIC, Natl Ctr Biotechnol CNB, Computat Syst Biol Grp, Madrid, Spain Natl Cheng Kung Univ, Dept Biochem & Mol Biol, Tainan, Taiwan Harvard Med Sch, Schepens Eye Res Inst, Ophthalmol, Boston, MA 02115 USA Lanzhou Univ, Hosp 2, Dept Gen Surg, Lanzhou, Gansu, Peoples R China Univ Technol Sydney, Sch Life Sci, Sydney, NSW, Australia JT Chen Clin, Gynecol, Tokyo, Japan Univ Western Australia, Sch Agr & Environm, Perth, WA, Australia Beijing Normal Univ, Fac Geog Sci, Beijing, Peoples R China Univ Missouri, Elect Engn & Comp Sci, Columbia, MO USA Vrije Univ Amsterdam Med Ctr, Amsterdam Publ Hlth Res Inst, Dept Publ & Occupat Hlth, Amsterdam, Netherlands Semmelweis Univ, Med Biochem, Budapest, Hungary Queen Elizabeth Hosp, Dept Clin Oncol, Hong Kong, Peoples R China Univ Pittsburgh, Chem, Pittsburgh, PA USA GB Pant Inst Post Grad Med Educ & Res, Neurol, New Delhi, India Univ Copenhagen, Vet & Anim Sci, Copenhagen, Denmark Univ Palermo, Biomed Dept Internal & Specialist Med DIBIMIS, Sect Endocrinol, Palermo, Italy UCL, NPP, London, England Univ Florida, Microbiol & Cell Sci, Gainesville, FL USA Univ Salford, Sch Hlth Sci, Manchester, Lancs, England Cardiff Univ, Inst Med Genet, Cardiff, S Glam, Wales INSERM, ICO Canc Ctr, Angers, France Univ Colombo, Fac Med, Microbiol, Colombo, Sri Lanka Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing, Peoples R China Univ Porto, Fac Pharm, Porto, Portugal Univ Nottingham, Div Primary Care, Nottingham, England Univ Illinois, Pharm Syst Outcomes & Policy, Chicago, IL USA Pontificia Univ Catolica Goias, Escola Ciencias Agr & Biol, Goiania, Go, Brazil China Japan Friendship Hosp, Dept Oncol, Beijing, Peoples R China Boston Univ, Chem, Boston, MA 02215 USA Amer Univ, Environm Sci, Washington, DC 20016 USA Carleton Univ, Neurosci, Ottawa, ON, Canada Univ Regina, Chem & Biochem, Regina, SK, Canada Univ Montreal, Microbiolgy, Montreal, PQ, Canada Univ Leicester, Dept Genet & Genome Biol, Leicester, Leics, England Univ Queensland, Sch Agr & Food Sci, Gatton, Qld, Australia CNRS, BIOM, Paris, France UCL, Hatter Cardiovasc Inst, London, England Flinders Univ S Australia, Sci & Engn, Adelaide, SA, Australia Univ Warwick, Engn, Coventry, W Midlands, England Katholieke Univ Leuven, Ctr Human Genet, Leuven, Belgium Fudan Univ, Dept Macromol Sci, Shanghai, Peoples R China Dokuz Eylul Univ, Biol Educ, Izmir, Turkey Indiana Univ Sch Med, Dept Biochem & Mol Biol, Indianapolis, IN 46202 USA Mondo Med, Pulm Dis, Borgomanero, Italy US Naval, Res Lab, Ctr Bio Mol Sci & Engn, Washington, DC USA Univ Oslo, Inst Basic Med Sci, Dept Nutr, Oslo, Norway Peking Univ, Dept Mech & Engn Sci, Beijing, Peoples R China Saarland Univ, Dept Pharm Pharmaceut & Med Chem, Saarbrucken, Germany INSERM, Natl Inst Hlth & Med Res, Skin Res Inst, Paris, France Shanghai Proton & Heavy Ion Ctr, Res & Dev, Shanghai, Peoples R China Univ Georgia, Epidemiol, Athens, GA 30602 USA Univ Freiburg, Med Ctr, Dept Plast & Hand Surg, Freiburg, Germany Sidra Med, Res, Doha, Qatar Rostock Univ, Med Ctr, Dept Oral Maxillofacial & Plast Surg, Rostock, Germany Harvard Med Sch, Brigham & Womens Hosp, Emergency Med, Boston, MA 02115 USA AgResearch, Forage Sci, Palmerston North, New Zealand Univ Calif Los Angeles, Med, Los Angeles, CA USA Arizona State Univ, Biodesign Inst, Virginia G Piper Ctr Personalized Diagnost, Tempe, AZ USA Sheffield Hallam Univ, Res Inst, Mat & Engn, Sheffield, S Yorkshire, England Aneurin Bevan Univ Healthboard, Resp Med, Newport, Shrops, England Univ Calif San Francisco, Neurol Surg, San Francisco, CA 94143 USA Univ Western Australia, UWA Dent Sch, Perth, WA, Australia Fordham Univ, Biol Sci, Bronx, NY 10458 USA Univ Helsinki, Inst Biotechnol, Helsinki, Finland Fujian Normal Univ, Coll Life Sci, Fuzhou, Fujian, Peoples R China Univ Fukui, Dept Frontier Fiber Technol & Sci, Fukui, Japan Univ Southampton, Fac Med, Clin & Expt Sci, Southampton, Hants, England Univ Urbino, Dept Biomol Sci, Urbino, Italy Osped San Luigi, Allergol Unit, Turin, Italy Muljibhai Patel Urol Hosp, Dept Urol, Nadiad, Gujarat, India Univ Granada, Stratig & Paleontol, Granada, Spain Massey Univ, Sch Vet Sci, Auckland, New Zealand CNR, High Performance Comp & Networking Inst, Naples, Italy Univ Childrens Hosp Zurich, Div Metab, Zurich, Switzerland Univ Childrens Hosp Zurich, Childrens Res Ctr, Zurich, Switzerland Univ Melbourne, Biochem & Mol Biol, Parkville, Vic, Australia Inst Pasteur, Leptospirosis Res & Expertise Unit, Noumea, New Caledonia Tsinghua Univ, Sch Life Sci, Beijing, Peoples R China Cheikh Anta Diop Univ UCAD, Sci Fac, Biol Anim Dept, Dakar, Senegal Providence Portland Med Ctr, Earle A Chiles Res Inst, Portland, OR USA Agr & Agri Food Canada, Lacombe Res & Dev Ctr, Lacombe, AB, Canada Alberta Innovates, Performance Management & Evaluat, Edmonton, AB, Canada Univ Malaga, CSIC, Inst Hortofruticultura Subtrop Mediterranea La Ma, IHSM,UMA, Malaga, Spain James Cook Univ, Coll Publ Hlth Med & Vet Sci, Cairns, Qld, Australia European Commiss, Joint Res Ctr, Ispra, Italy Univ Montpellier, Montpellier, France CSIRO, Floreat, WA, Australia Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Guangzhou, Guangdong, Peoples R China Vanderbilt Univ, Pharmacol, 221 Kirkland Hall, Nashville, TN 37235 USA RIKEN, KFU RIKEN Translat Genom Unit, Yokohama, Kanagawa, Japan Univ Tubingen, Neurobiol Vocal Commun, Tubingen, Germany Univ Colorado, UCCS Ctr Biofrontiers Inst, Colorado Springs, CO 80907 USA Fred Hutchinson Canc Ctr, Div Basic Sci, Seattle, WA USA Univ Geneva, Fac Med, Primary Care Unit, Geneva, Switzerland Ernst Moritz Arndt Univ Greifswald, Dept Mol Genet & Infect Biol, Greifswald, Germany East China Univ Sci & Technol, Dept Fine Chem, Shanghai, Peoples R China Ohio State Univ, Surg, Columbus, OH 43210 USA Oragenics, R&D, Tampa, FL USA Natl Environm Agcy, Environm Hlth Inst, Singapore, Singapore Friedrich Loeffler Inst, Inst Diagnost Virol, Greifswald, Germany Queen Elizabeth Hosp, Oncol, Woodville, SA, Australia USDA, Emerging Pests & Pathogens Res Unit, Ithaca, NY USA Univ Freiburg, Med Ctr, Dept Neurosurg, Epilepsy Ctr, Freiburg, Germany Univ Hong Kong, Fac Educ, Informat & Technol Studies, Hong Kong, Peoples R China Univ Tokyo, Grad Sch Agr & life Sci, Agr & Environm Biol, Tokyo, Japan Univ Pittsburgh, Dept Med, Pittsburgh Heart Lung & Blood Vasc Med Inst, Pittsburgh, PA USA Guys & St Thomas NHS Fdn Trust, Directorate Transplant Renal & Urol, London, England Univ Sarajevo, Clin Ctr, Clin Heart Blood Vessel & Rheumat Dis, Sarajevo, Bosnia & Herceg Univ Kent, Sch Math Stat & Actuarial Sci, Canterbury, Kent, England Tokyo Inst Technol, Dept Life Sci & Technol, Tokyo, Japan Univ Appl Sci Munich, Laser Ctr Dept Appl Sci & Mechatron, Munich, Germany CIC NanoGUNE, Nanodevices, San Sebastian, Spain Vrije Univ Amsterdam Med Ctr, Gynaecol, Amsterdam, Netherlands Cardiff Univ, Med Sch, Div Populat Med, Cardiff, S Glam, Wales Karolinska Inst, Dept Med, Solna, Sweden Natl Inst Genet, Ctr Informat Biol, Mishima, Shizuoka, Japan Murdoch Univ, Harry Perkins Inst Med Res, Perth, WA, Australia Univ Limerick, Phys Educ & Sport Sci, Limerick, Ireland Ruhr Univ Bochum, Campus Clin Gynecol, Univ Str, Bochum, Germany Southwest Med Univ, Sch Publ Hlth, Epidemiol & Biostat, Luzhou, Sichuan, Peoples R China Beijing Canc Hosp, Minist Educ Beijing, Key Lab Carcinogenesis & Translat Res, Ctr Mol Diagnost, Beijing, Peoples R China Chinese Acad Sci, Chengdu Inst Biol, Herpetol Dept, Chengdu, Sichuan, Peoples R China Key Lab Nano Biol Effects & Safety, Beijing, Peoples R China NIBR, PK Sci, Basel, Switzerland Daejeon St Marys Hosp, Pain Ctr, Daejeon, South Korea Univ Western Ontario, Sch Hlth Studies, London, ON, Canada Univ Aberdeen, Hlth Psychol Grp, Aberdeen, Scotland Univ Colorado, Anesthesiol, Anschutz Med Campus, Boulder, CO 80309 USA Univ Antwerp, UZA Antwerp Univ Hosp, Crit 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Res Ctr, Stem Cell & Regenerat Med, Riyadh, Saudi Arabia Univ Bahri, Ind Pulp & Paper, Khartoum, Sudan Univ Queensland, Mater Med Res Inst, Mater Res Inst, Brisbane, Qld, Australia Colorado State Univ, NREL, Ft Collins, CO 80523 USA Rzeszow Univ Hosp, Ob Gyn Dept, Rzeszow, Poland Univ Leeds, Fac Biol Sci, Leeds, W Yorkshire, England Massachusetts Gen Hosp, Endocrine Unit, Boston, MA 02114 USA Carl von Ossietzky Univ Oldenburg, Neurosci, Oldenburg, Germany UNSW, St George & Sutherland Clin Sch, Microbiome Res Ctr, Sydney, NSW, Australia NYU, Sch Med, Dept Biochem, New York, NY 10016 USA NYU, Sch Med, Dept Mol Pharmacol, New York, NY USA Univ Mississippi, Med Ctr, Med Infect Dis, Jackson, MS 39216 USA Tampere Univ, Fac Social Sci Psychol, Tampere, Finland Univ Cyprus, Dept Biol Sci, Nicosia, Cyprus Goethe Univ, Inst Med Microbiol & Infect Control, Frankfurt, Germany Charite Med Univ Berlin, Inst Radiol, Berlin, Germany Univ Cologne, Univ Hosp Cologne, Internal Med 1, Cologne, Germany Univ Calif Los Angeles, Sch Dent, Sect Periodont, Los Angeles, CA 90024 USA Aalborg Univ Hosp, Dept Clin Biochem, Aalborg, Denmark Manipal Acad Higher Educ, Pharm Practice, Manipal, Karnataka, India Univ Tokyo, Inst Med Sci, Dept Radiol, Tokyo, Japan Cukurova Univ, Family Med, Fac Med, Adana, Turkey Catholic Univ Korea, Coll Med, Dept Humanities & Social Med, Seoul, South Korea Univ Ghent, Food Technol Safety & Hlth, Ghent, Belgium UNSW Sydney, Sch Biol Earth & Environm Sci BEES, Sydney, NSW, Australia St Vincent Shoulder & Sports Clin, Res Unit, Vienna, Austria Cornell Univ, Biomed Engn, Ithaca, NY USA Leibniz Inst Plant Genet & Crop Plant Res IPK, Res Grp Bioinformat & Informat Technol, Gatersleben, Germany Univ Europea Madrid, Sch Doctoral Studies, Madrid, Spain CSIRO Mfg, Biomed Mfg, Melbourne, Vic, Australia Depaul Univ, Biol Sci, Chicago, IL 60604 USA Konkuk Univ, Dept Anim Sci & Technol, Seoul, South Korea Chang Gung Univ, Grad Inst Med Mechatron, Taoyuan, Taiwan Korea Univ, Coll Med, Psychiat, Seoul, South Korea Princeton Univ, Chem, Princeton, NJ 08544 USA Henan Univ Chinese Med, Henan Key Lab Chinese Med Resp Dis, Zhengzhou, Henan, Peoples R China Univ Med Ctr Mainz, Dept Psychiat & Psychotherapy, Mainz, Germany Monash Univ Malaysia, Sch Sci, Selangor, Malaysia Univ Mississippi, Med Ctr, Physiol & Biophys, Jackson, MS 39216 USA Univ Oslo, Dept Transplantat Med, Oslo, Norway Sichuan Agr Univ, Triticeae Res Inst, Yaan, Sichuan, Peoples R China Guangzhou Univ Chinese Med, Gastroenterol, Guangzhou, Guangdong, Peoples R China Southeast Univ, Sch Biol Sci & Med Engn, Suzhou, Jiangsu, Peoples R China Mt Allison Univ, Biol, Sackville, NB, Canada Ithaca Coll, Biol, Ithaca, NY 14850 USA Univ Cagliari, Dept Med Sci & Publ Hlth, Monserrato, Italy Univ Vienna, Chromosome Biol, Vienna, Austria Univ Zurich, Nephrol, Zurich, Switzerland Friedrich Schiller Univ, Inst Nutr Sci, Jena, Germany UNSW Sydney, Grad Sch Biomed Engn, Sydney, NSW, Australia Tulane Univ, Sch Med, Biochem & Mol Biol, 1430 Tulane Ave, New Orleans, LA 70112 USA NINDS, NIH, Bldg 36,Rm 4D04, Bethesda, MD 20892 USA NIH, NCBI, Natl Lib Med, Bldg 10, Bethesda, MD 20892 USA LOreal Res & Innovat, Aulnay Sous Bois, France Lund Univ, Dept Psychol, Malmo, Sweden Catholic Univ Louvain, Inst Rech Expt & Clin, Brussels, Belgium Georgia State Univ, Neurosci Inst, Atlanta, GA 30303 USA Univ Melbourne, Ophthalmol, Surg, Parkville, Vic, Australia Univ Western Australia, Ctr Ophthalmol & Visual Sci, Perth, WA, Australia Iran Univ Med Sci, Med Phys, Fac Med, Tehran, Iran Salk Inst Biol Studies, Cellular Neurobiol, La Jolla, CA USA Imperial Coll London, Fibrosis Res Grp, London, England Univ Texas MD Anderson Canc Ctr, Genitourinary Med Oncol, Houston, TX 77030 USA Univ Liege, GIGA Neurosci, Liege, Belgium Univ Crete, Sch Med, Urol, Iraklion, Greece Flinders Univ S Australia, Flinders Med Ctr, Dept Clin Pharmacol, Adelaide, SA, Australia Max Planck Inst Immunobiol & Epigenet, Bioinformat, Breisgau, Germany Cardiff Univ, Sch Psychol, Cardiff, S Glam, Wales Imperial Coll London, Chem Engn, London, England Lund Univ, Skane Univ Hosp, Clin Sci, Malmo, Sweden Sahlgrens Acad, Inst Clin Sci, Dept Mol & Clin Med, Gothenburg, Sweden Univ Cent Lancashire, Sch Pharm & Biomed Sci, Preston, Lancs, England Hosp Univ Doctor Peset, Psychiat & Clin Psychol, Valencia, Spain Ctr Biol Mol Severo Ochoa, Genome Dynam & Funct, Madrid, Spain Unvivers Hosp Lille, Dept Intens Care, Lille, France Kansai Med Univ, Surg, Osaka, Japan Univ Toulouse, Inst Natl Polytech Toulouse, Ecole Natl Super Agron Toulouse, Lab Genom & Biotechnol Fruit, Toulouse, France UiT Arctic Univ Norway, Inst Psychol, Tromsto, Norway Queens Univ, Ctr Publ Hlth, Belfast, Antrim, North Ireland Univ Manchester, Ctr Primary Care & Hlth Serv Res, Manchester, Lancs, England Griffith Univ, Menzies Hlth Inst, Gold Coast, Qld, Australia Anglia Ruskin Univ, FHSCE, Cambridge, England Univ Lleida, Dept Expt Med, Lleida, Spain NIEHS, Biomol Screening Branch, Div Natl Toxicol Program, POB 12233, Res Triangle Pk, NC 27709 USA Albany Med Coll, Immunol & Microbial Dis, Albany, NY 12208 USA Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia Univ Kent, Sch Biosci, Canterbury, Kent, England Univ Bourgogne Franche Comte, INSERM, LNC, UMR 1231, Besancon, France Ritsumeikan Univ, Coll Life Sci, Dept Biotechnol, Shiga, Japan Kent State Univ, Biol Sci, Kent, OH 44242 USA Natl Inst Infect Dis, Dept Safety Res Blood & Biol Prod, Tokyo, Japan European Inst Marine Studies, Lab Microbiol Extreme Environm, Plouzane, France Univ Iowa, Dept Pharmacol, Roy J & Lucille A Carver Coll Med, Iowa City, IA 52242 USA Natl Univ Singapore, Biol Sci, Singapore, Singapore Conservatoire Natl Arts & Metiers, Lab GBA, EA4627, Paris, France Univ Michigan, Dept Human Genet, Ann Arbor, MI 48109 USA Lomonosov Moscow State Univ, Belozersky Inst Physicochem Biol, Moscow, Russia Jikei Univ, Sch Med, Dept Mol Biol, Tokyo, Japan Univ South Wales, Genom & Computat Biol, Treforest, Wales Duke Univ, Med Ctr, Obstet & Gynecol, Durham, NC USA Univ Technol Sydney, Climate Change Cluster, Sydney, NSW, Australia Nagoya Univ, Grad Sch Med, Dept Radiol, Nagoya, Aichi, Japan Western Sydney Univ, Sch Sci & Hlth, Sydney, NSW, Australia TEI Epirus, Dept Speech & Language Therapy, Ioannina, Greece Indiana Univ Purdue Univ, Orthopaed Surg, Indianapolis, IN 46202 USA Oniris, Vet Pathol, Nantes, France Royal Vet Coll, Pathobiol & Populat Sci, Hatfield, Herts, England Univ Ghent, Lab Pharmaceut Biotechnol, Ghent, Belgium Norwegian Inst Nat Res, Terr Ecol, Trondheim, Norway Univ Calif Merced, Mol & Cell Biol, Merced, CA USA Univ Dublin, Trinity Coll Dublin, Sch Engn, Ctr Transport Res, Dublin, Ireland Lund Univ, Inst Clin Sci, Nephrol, Malmo, Sweden Univ Birmingham, Mech Engn, Birmingham, W Midlands, England Lund Univ, Inst Clin Sci, OB GYN, Lund, Sweden Fdn Jimenez Diaz Hosp, Nephrol & Hypertens, Madrid, Spain Queensland Univ Technol, Sch Chem Phys & Mech Engn, Brisbane, Qld, Australia Otto von Guericke Univ, Psychol, Magdeburg, Germany Univ Med Ctr Gottingen, Dept Expt Neurodegenerat, Gottingen, Germany Harvard Med Sch, Spaulding Rehabil Hosp, Phys Med & Rehabil, Boston, MA 02115 USA Quadram Inst Biosci, Sci Operat, Norwich, Norfolk, England Ostbayer Tech Hsch Regensburg OTH Regensburg, Regensburg Med Image Comp ReMIC, Regensburg, Germany Deakin Univ, Fac Arts & Educ, Melbourne, Vic, Australia Univ Warwick, Warwick Med Sch, Coventry, W Midlands, England INSERM, Natl Inst Hlth & Med Res, Biochem & Mol Biol, Paris, France Univ Liege, Tax Inst, Liege, Belgium Univ Leeds, Sch Mol & Cellular Biol, Leeds, W Yorkshire, England IRCCS Ist Giannina Gaslini, UOC Genet Med, Genoa, Italy Res Diets Inc, Sci, New Brunswick, NJ USA Univ Perugia, Dept Phys & Geol, Perugia, Italy Walter Reed Natl Mil Med Ctr, Cellular Immunol, Bethesda, MD USA Univ Fed Santa Catarina, Biol Sci Ctr, Microbiol Immunol & Parasitol Dept, Florianopolis, SC, Brazil Univ Edinburgh, Royal Infirm, Ctr Liver & Digest Disorders, Edinburgh, Midlothian, Scotland Orion Pharma, Crit Care Proprietary Prod Div, Espoo, Finland MIT, Dept Civil & Environm Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA Univ Turin, Dept Vet Sci, Turin, Italy Univ G dAnnunzio, Dept Psychol Hlth & Territorial Sci, Chieti, Italy NYU, Sch Med, OB GYN, New York, NY USA Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland Univ Turku, Dept Biol, Turku, Finland Tech Univ Berlin, Bioanalyt, Berlin, Germany Univ Goettingen, Inst Phys Biophys 3, Gottingen, Germany Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Translat Res Adv Therapeut & Innovat Oncol TRACTI, Houston, TX 77030 USA Univ Liege, Life Sci, Liege, Belgium Tarbiat Modares Univ, Fac Med Sci, Dept Toxicol, Tehran, Iran ARS, USDA, Stoneville, MS USA Univ Regensburg, RCI Regensburg Ctr Intervent Immunol, Regensburg, Germany Univ Nottingham, Sch Psychol, Nottingham, England NIH, Pathol Lab, Bethesda, MD 20892 USA Univ Carlos III Madrid, Elect Engn, Madrid, Spain Inst Med Mol, Chem Biol, Lisbon, Portugal Univ Costa Rica, CIET, San Jose, Costa Rica Univ Stavanger, Fac Hlth Sci, Stavanger, Norway Erasmus MC, Urol, Rotterdam, Netherlands Univ Edinburgh, Sch Biol Sci, Edinburgh, Midlothian, Scotland German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Inst Bioinformat & Syst Biol IBIS, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany Leiden Univ, Huygens Kamerlingh Onnes Lab, Leiden, Netherlands Univ Vienna, Nutr Sci, Vienna, Austria Kolling Inst Med Res, Med, St Leonards, NSW, Australia Johns Hopkins Sch Med, Biol Chem, Baltimore, MD USA Univ Montreal, Med Nutr & Microbiome Lab, Montreal, PQ, Canada GlaxoSmithKline, Cell & Gene Therapy, Stevenage, Herts, England Univ Trieste, Life Sci, Trieste, Italy Rhein Westfal TH Aachen, Dept Radiol, Aachen, Germany Univ Duisburg Essen, Univ Hosp Essen, West German Canc Ctr, Dept Med Oncol, Essen, Germany Med Univ Vienna, Obstet & Gynecol, Vienna, Austria FHI 360, Social & Behav Hlth Sci Div, Washington, DC USA KU Leuven VIB, Switch Lab, Leuven, Belgium Bielefeld Univ, Fac Technol, Bielefeld, Germany Capital Med Univ, Beijing Shijitan Hosp, Dept Clin Nutr, Dept Gastrointestinal Surg, Beijing, Peoples R China Meiji Univ, Dept Agr Chem, Kawasaki, Japan Yonsei Univ, Coll Med, Microbiol, Seoul, South Korea Johnson & Johnson EAME, Maidenhead, Berks, England Penn State Coll Med, Pediat, Hershey, PA USA Univ N Carolina, Dept Social Med, Chapel Hill, NC 27515 USA Univ Western Australia, ARC CoE Plant Energy Biol, Perth, WA, Australia Wageningen Univ, Div Human Nutr & Hlth, Wageningen, Netherlands Kings Coll London, Dept Neuroimaging, London, England Univ Murcia, Biochem & Mol Biol, Murcia, Spain Old Dominion Univ, Dept Biol Sci, Norfolk, VA 23529 USA Monash Univ, Biochem & Mol Biol, Melbourne, Vic, Australia Chinese Acad Sci, Inst Genet & Dev Biol, Beijing, Peoples R China Univ Pittsburgh, Pharmacol & Chem Biol, Pittsburgh, PA USA Univ Lausanne, Ctr Integrat Genom, Lausanne, Switzerland Univ Queensland, Sch Pharm, Brisbane, Qld, Australia Leibniz Inst Plant Genet & Crop Plant Res IPK Gat, Genebank, Gatersleben, Germany Piramal Imaging, Res & Dev, Berlin, Germany Univ Leeds, Civil Engn, Leeds, W Yorkshire, England Univ Missouri, Chem & Biochem, St Louis, MO 63121 USA US Geol Survey, Coastal & Marine Geol Program, Pacific Coastal & Marine Sci Ctr, Santa Cruz, CA USA Ajinomoto Genet Res Inst, Moscow, Russia Jagiellonian Univ, Fac Biochem Biophys & Biotechnol, Dept Plant Biotechnol, Krakow, Poland Univ Puerto Rico, Engn Sci & Mat, Mayaguez, PR USA Univ Regina, Dept Chem & Biochem, Regina, SK, Canada Argonne Natl Lab, Ctr Nanoscale Mat, 9700 S Cass Ave, Argonne, IL 60439 USA Univ Sunshine Coast, Sunshine Coast Mind & Neurosci Thompson Inst, Sippy Downs, Qld, Australia Chinese Peoples Liberat Army Gen Hosp, Dept Gastroenterol & Hepatol, Beijing, Peoples R China Griffith Univ, Griffith Ctr Social & Cultural Res, Gold Coast, Qld, Australia Tohoku Univ, Inst Dev Aging Canc, Dept Mol Oncol, Sendai, Miyagi, Japan Indiana Univ, Comp Sci, Bloomington, IN USA Fukushima Med Univ, Sch Med, Dept Pulm Med, Fukushima, Japan MEDIVIR AB, Biol, Huddinge, Sweden Western Sydney Univ, Neuroimmunol, Sydney, NSW, Australia Univ Jordan, Nutr & Food Technol, Amman, Jordan Thunen Inst Forest Genet, Fed Res Ctr Rura Areas Forestry & Fisheries, Inst Biodivers, Grosshansdorf, Germany Univ Edinburgh, Inst Cell Biol, Edinburgh, Midlothian, Scotland Univ Edinburgh, Ctr Integrat Physiol, Edinburgh, Midlothian, Scotland Univ Toronto, Struct Genom Consortium, Toronto, ON, Canada Canadian Mem Chiropract Coll, Grad Educ & Res, Toronto, ON, Canada Agilent Technol, R&D, Leuven, Belgium Univ British Columbia, Sch Nursing, Vancouver, BC, Canada Monash Univ, Monash Hlth, Sch Clin Sci, Stroke & Ageing Res,Dept Med, Melbourne, Vic, Australia French Natl Canc Inst, Innovat, Transfer, Biol, Boulogne, France Ludwig Maximilians Univ Munchen, Phys Chem, NanoBioSci, Munich, Germany Bandung Inst Technol, Sch Pharm, Med Chem, Bandung, Indonesia Univ Luxembourg, Life Sci Res Unit, Luxembourg, Luxembourg Lund Univ, Skane Univ Hosp, Dept Gastroenterol, Malmo, Sweden Millennium Hlth, Translat Genet, San Diego, CA USA Aristotle Univ Thessaloniki, Med Dept 2, Clin Res & Evidence Based Med Unit, Thessaloniki, Greece Jan Kochanowski Univ Humanities & Sci, Piotrkow Trybunalski Branch, Dept Psychol, Kielce, Poland McMaster Univ, Engn Phys, Hamilton, ON, Canada Marche Polytech Univ, Dept Agr Food & Environm Sci, Ancona, Italy Kuwait Univ, Fac Med, Microbiol, Kuwait, Kuwait Fujita Hlth Univ, Dept Breast Surg, Toyoake, Aich, Japan North West Reg Spinal Injuries Ctr, Spinal Injuries Ctr, Southport, Merseyside, England Luxembourg Inst Hlth, Competence Ctr Methodol & Stat, Luxembourg, Luxembourg Nestle Inst Hlth Sci SA, Metab Hlth, Ecublens, Vaud, Switzerland Ctr Inflammat Res VIB, Ghent, Belgium Univ Ghent, Dept Biomed Mol Biol, Ghent, Belgium Univ Lisbon, Inst Educ, Curriculo Formacao Prof & Tecnol, Lisbon, Portugal Univ Edinburgh, Ctr Inflammat Res, Edinburgh, Midlothian, Scotland Univ Melbourne, Sch BioSci, Parkville, Vic, Australia Northumbria Univ, Comp & Informat Sci, Newcastle Upon Tyne, Tyne & Wear, England Univ Valencia, Endocrinol, Valencia, Spain INRS, Inst Armand Frappier, Laval, PQ, Canada Univ Laval, INAF, Sch Nutr, Quebec City, PQ, Canada Univ Konstanz, Dept Biol, Constance, Germany Univ Cote dAzur, LAMHESS, Nice, France Scion, Syst Ecol, Christchurch, New Zealand CUNY, Grad Sch Publ Hlth & Hlth Policy, Epidemiol & Biostat, New York, NY 10021 USA Univ Queensland, Sch Dent, Brisbane, Qld, Australia George Inst Global Hlth, Renal & Metab Div, Sydney, NSW, Australia Wuhan Univ, Coll Chem & Mol Sci, Wuhan, Hubei, Peoples R China Griffith Univ, Sch Environm & Sci, Gold Coast, Qld, Australia Univ Minnesota, Radiat Oncol, Minneapolis, MN USA Goethe Univ, Fac Med, Frankfurt, Germany Natl Yunlin Univ Sci & Technol, Dept & Grad Sch Safety & Environm Engn, Touliu, Yunlin, Taiwan Massey Univ, Sch Sport Exercise & Nutr, Auckland, New Zealand Univ Florida, Wildlife Ecol & Conservat, Gainesville, FL USA Bournemouth Univ, Dept Psychol, Poole, Dorset, England Robert Koch Inst, Project Grp P2, Berlin, Germany Univ Edinburgh, MRC Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland Univ Basel, Biozentrum, Basel, Switzerland Univ Wollongong, Sch Med, Wollongong, NSW, Australia Univ Cologne, Inst Human Genet, Cologne, Germany Rural Econ Branch, Econ Res Serv, Washington, DC USA Uivers Bordeaux, CNRS, Inst Neurosci Cognit & Integrat Aquitaine, Bordeaux, France Univ Calif Riverside, Dept Chem & Environm Engn, Riverside, CA 92521 USA Univ Calif Riverside, Mat Sci & Engn Program, Riverside, CA 92521 USA Mackay Med Coll, Dept Med, New Taipei, Taiwan Univ Bern, Div Anim Welf, Bern, Switzerland Oregon Hlth & Sci Univ, Dept Physiol & Pharmacol, Portland, OR 97201 USA Shanghai Univ Tradit Chinese Med, Inst Interdisciplinary Med Sci, Shanghai, Peoples R China McMaster Univ, Biol, Hamilton, ON, Canada Univ S Florida, Dept Cell Biol Microbiol & Mol Biol, Tampa, FL USA Hacettepe Univ, Inst Canc, Med Oncol, Ankara, Turkey City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China Natl Taiwan Univ, Dept Entomol, Taipei, Taiwan Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Ecol Secur, Beijing, Peoples R China Florida State Univ, Inst Mol Biophys, Chem & Biochem, Tallahassee, FL USA Peking Univ, Shenzhen Grad Sch, State Key Lab Chem Oncogen, Lab Computat Chem & Drug Design, Shenzhen, Peoples R China Univ Helsinki, Fac Pharm, Div Pharmaceut Chem & Technol, Drug Res Program, Helsinki, Finland Tohoku Univ, Microbial Biotechnol, Sendai, Miyagi, Japan Tianjin Med Univ, Sch Basical Med Sci, Dept Pharmacol, Tianjin, Peoples R China Dana Farber Canc Inst, Biostat & Computat Biol, Boston, MA 02115 USA Natl Hlth Res Inst, Inst Mol & Genom Med, Zhunan, Taiwan 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Neuropsychiat Genet & Genom, Cardiff, S Glam, Wales Zurich Univ Appl Sci, Social Work, Zurich, Switzerland Jawaharlal Nehru Univ, Sch Life Sci, New Delhi, India Univ Burgundy Franche Comte, LE2I, Dijon, France Univ Roehampton, Life Sci, London, England Ghent Univ Hosp, Gen & HPB Surg, Ghent, Belgium Univ Wurzburg, Insect Fungus Symbiosis Lab, Wurzburg, Germany Radboud Univ Nijmegen, Behav Sci Inst, Nijmegen, Netherlands Fraunhofer WKI, Applicat Ctr HOFZET, Hannover, Germany UCL, Struct & Mol Biol, London, England Univ Amsterdam, Dev Psychol, Amsterdam, Netherlands Aalborg Univ, Hlth Sci & Technol, CNAP, SMI, Aalborg, Denmark VA Pittsburgh Healthcare Syst, Ctr Hlth Equity Res & Promot, Pittsburgh, PA USA Cedars Sinai Med Ctr, Neurosurg, Los Angeles, CA 90048 USA Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou, Guangdong, Peoples R China Dezhou Univ, Shandong Prov Key Lab Biophys, Guangzhou, Guangdong, Peoples R China Maison Teledetection, Inst Rech Dev, UMR Espace DEv, Montpellier, France Xiamen Univ, Sch Life Sci, Xiamen, Fujian, Peoples R China Nanjing Univ, Sch Med, Jinling Hosp, Natl Clin Res Ctr Kidney Dis,Dept Med Imaging, Nanjing, Jiangsu, Peoples R China Univ Kent, Sch Social Policy Sociol & Social Res, Canterbury, Kent, England Univ Fed Minas Gerais, Infect Dis & Trop Med, Belo Horizonte, MG, Brazil Univ Minho, Sch Med, Life & Hlth Sci Res Inst ICVS, Braga, Portugal Univ Montreal, Biochim & Med Mol, Montreal, PQ, Canada Johns Hopkins Bloomberg Sch Publ Hlth, Epidemiol, Baltimore, MD USA Max Planck Inst Biol Ageing, Metab & Genet Regulat Ageing, Cologne, Germany Univ Swaziland, Hlth Sci, Kwaluseni, Eswatini Queensland Univ Technol, Inst Future Environm, Brisbane, Qld, Australia Ctr Sci Monaco, Dept Biol Med, Monaco, Monaco HELIOS Hosp, Urol, Bad Saarow Pieskow, Germany Tech Univ Carolo Wilhelmina Braunschweig, Inst Microbiol, Braunschweig, Germany Univ Barcelona, Barcelona Ctr Maternal Fetal & Neonatal Med, Fetal i D Fetal Med Res Ctr, IDIBAPS BCNatal,Hosp Clin, Barcelona, Spain Univ Barcelona, Hosp St Joan de Deu, Barcelona, Spain Friedrich Loeffler Inst, Inst Bacterial Infect & Zoonoses, Jena, Germany Charite Med Univ Berlin, Neurol, Berlin, Germany Dublin City Univ, Natl Inst Cellular Biotechnol, Mol Therapeut Canc Ireland, Dublin, Ireland Schoen Clin Roseneck, Prien Am Chiemsee, Germany Univ Med Ctr Hamburg Eppendorf, Inst Sex Res & Forens Psychiat, Hamburg, Germany Nankai Univ, Sch Math Sci, Tianjin, Peoples R China Nankai Univ, LPMC, Tianjin, Peoples R China Univ Oxford, Oncol, Oxford, England Royal Holloway Univ London, Class, Egham, Surrey, England Cornell Univ, Clin Sci, Ithaca, NY USA Univ KwaZulu Natal, Pharmaceut Chem, Westville Campus, Durban, South Africa Royal Coll Surgeons Ireland, Med, Dublin, Ireland Univ Oslo, Dept Immunol, Oslo, Norway Bermuda Inst Ocean Sci, Marine Nitrogen Cycling Lab, St Georges, Bermuda Kanazawa Univ, Inst Liberal Arts & Sci, Kanazawa, Ishikawa, Japan World Hlth Org Reg Off Africa, Brazzaville, Rep Congo Univ Hosp BesanCon, Infect Control Dept, Besancon, France Galapagos NV, Clin Dev, Mechelen, Belgium Univ Tasmania, Integrated Marine Observing Syst, Hobart, Tas, Australia Georg August Univ Gottingen, Albrecht von Haller Inst Plant Sci, Dept Systemat Biodivers & Evolut Plants, Gottingen, Germany Univ Occupat & Environm Hlth, Dept Psychiat, Fukuoka, Fukuoka, Japan IMDEA Food, Program Precis Nutr & Aging, Madrid, Spain Radboud Univ Nijmegen, Med Sch, IQHealthcare, Nijmegen, Netherlands Maastricht Univ, Dept Cardiovasc Surg, Maastricht, Netherlands German Diabet Ctr, Inst Clin Biochem & Pathobiochem, Dusseldorf, Germany Juntendo Univ, Grad Sch Med, Dept Radiol, Tokyo, Japan Deakin Univ, Sch Informat Technol, Melbourne, Vic, Australia Max Planck Inst Eusenforschung, Dept Interface Chem & Surface Sci, Dusseldorf, Germany Edge Hill Univ, Dept Psychol, Ormskirk, England Aga Khan Univ, Psychiat, Karachi, Pakistan KRIBB, Korean Bioinformat Ctr, Seoul, South Korea Cardinal Hlth Specialty Solut, Hlth Econ & Outcomes Res, Dallas, TX USA Klinikum Univ Munchen, Div Clin Pharmacol, Munich, Germany Univ Pittsburgh, Neurol Surg, Pittsburgh, PA USA Rhein Westfal TH Aachen, Dept Child & Adolescent Psychiat Psychosomat & Ps, Aachen, Germany Univ Copenhagen, Inst Mol & Cellular Biol, Copenhagen, Denmark St Jude Childrens Res Hosp, Struct Biol, 332 N Lauderdale St, Memphis, TN 38105 USA Royal Shrewsbury Hosp, Colorectal Surg, Shrewsbury, Salop, England Univ Nottingham, Fac Med & Hlth Sci, Nottingham, England Karolinska Inst, Dept Physiol & Pharmacol, Solna, Sweden Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Jilin, Jilin, Peoples R China Univ British Columbia, Pediat, Vancouver, BC, Canada Chinese Acad Agr Sci, State Key Lab Cotton Biol, Res Base Anyang Inst Technol, Cotton Germplasm Resources,Inst Cotton Res, Beijing, Peoples R China Chinese Univ Hong Kong, Anaesthesia & Intens Care, Hong Kong, Peoples R China Univ Macau, ICMS, 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Cytotechnol Educ, Omaha, NE USA Shinko Mem Hosp, Dept Cardiovasc Med, Kobe, Hyogo, Japan Imperial Coll London, Mat, London, England Tech Univ Munich, Dept Surg, Munich, Germany Chinese Acad Agr Sci, Res Inst Pomol, Minist Agr, Lab Qual & Safety Risk Assessment Fruit Xingcheng, Shenyang, Liaoning, Peoples R China James Madison Univ, Commun Sci & Disorders, Harrisonburg, VA 22807 USA Univ Hosp Ulm, Inst Orthopaed Res & Biomech, Ulm, Germany Univ Essex, Sch Hlth & Social Care, Colchester, Essex, England Alpha Altis, Res Serv, Nottingham, England Erasmus MC, Med Oncol, Rotterdam, Netherlands Fed Univ Oye, Dept Ind Chem, Ekiti, Nigeria Duke Univ, Med Ctr, Cell Biol, Durham, NC USA Univ Oxford, Nuffield Dept Clin Neurosci, Oxford, England Univ Manchester, Canc Res UK Manchester Inst, Manchester, Lancs, England Helsinki Univ Hosp, Childrens Hosp, Helsinki, Finland Univ Aveiro, CESAM Ctr Environm & Marine Studies, Dept Biol, Aveiro, Portugal Univ Botswana, Psychol, Gaborone, Botswana Univ Fed Bahia, Nursing Sch, Salvador, BA, Brazil Queen Mary Univ London, Biol & Expt Psychol, London, England Natl Univ Pharm, Med Chem Dept, Kharkov, Ukraine Univ Bolton, Dept Educ & Psychol, Bolton, England La Trobe Univ, Dept Chem & Phys, Melbourne, Vic, Australia Gen Hosp Northern Theater Command, Dept Gastroenterol, Shenyang, Liaoning, Peoples R China Doctors Hosp, Dept Nephrol, Athens, Greece Univ Hosp Essen, Pediat 3, Essen, Germany Imperial Coll London, Infect Dis Epidemiol, London, England Sorbonne Univ, Dept Psychiat, Paris, France UNSW Sydney, Educ, Sydney, NSW, Australia Stanford Univ, Dept Psychiat & Behav Sci, Palo Alto, CA 94304 USA Hannover Med Sch, Clin Laryngol Rhinol & Otol, Hannover, Germany Curtin Univ, Ctr Aboriginal Studies, Perth, WA, Australia Iran Univ Sci & Technol, Biomed Engn Dept, Tehran, Iran Univ Calif San Francisco, Anesthesiol, San Francisco, CA 94143 USA Khalifa Univ Sci & Technol, Mech Engn, Abu Dhabi, U Arab Emirates Univ Florida, Hort Sci, Gainesville, FL USA James Cook Univ, Australian Inst Trop Hlth & Med, Ctr Biodiscovery & Mol Dev Therapeut, Cairns, Qld, Australia Univ Porto, Fac Med, CINTESIS, Porto, Portugal Shaoxing Peoples Hosp, Med Res Ctr, Shaoxing, Zhejiang, Peoples R China NIH, Dept Transfus Med, Bethesda, MD 20892 USA AIIMS, Dept Biotechnol, New Delhi, India Univ Ottawa, Biochem Microbiol & Immunol, Ottawa, ON, Canada Univ Oslo, Inst Clin Med, Div Mental Hlth & Addict, Oslo, Norway Univ Groningen, Univ Med Ctr Groningen, Dept Radiol, Groningen, Netherlands Univ Hong Kong, Sch Nursing, Hong Kong, Peoples R China Tokyo Med Univ, Ibaraki Med Ctr, Urol, Tokyo, Japan Univ Hosp Zurich, Dept Radiat Oncol, Zurich, Switzerland Univ Maryland, Inst Human Virol, Div Immunotherapy, Baltimore, MD 21201 USA Univ Maryland, Dept Surg, Baltimore, MD 21201 USA Stellenbosch Univ, Fac Med & Hlth Sci, Div Mol Biol & Human Genet, Stellenbosch, South Africa China Agr Univ, Coll Biol Sci, Beijing, Peoples R China Osaka Univ, Grad Sch Pharmaceut Sci, Suita, Osaka, Japan Univ Washington, Biochem, Seattle, WA 98195 USA Natl Res Council Italy, Inst Biosci & BioResources, Naples, Italy Univ Lyon, Phys, Lyon, France Univ Basel, Fac Psychol, Ctr Social Psychol, Basel, Switzerland Queen Mary Univ London, Barts Canc Inst, Ctr Mol Oncol, London, England EBI, EMBL, Samples Phenotypes & Ontol Team, Cambridge, England Charles Sturt Univ, Fac Arts & Educ, Bathurst, NSW, Australia Shandong Univ, Helmholtz Inst Biotechnol, Sch Life Sci, State Key Lab Microbial Technol, Jinan, Shandong, Peoples R China Shantou Univ, Dept Biol, Shantou, Guangdong, Peoples R China Shanxi Univ, Inst Biomed Sci, Taiyuan, Shanxi, Peoples R China St Jude Childrens Res Hosp, Computat Biol, 332 N Lauderdale St, Memphis, TN 38105 USA Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Heilongjiang, Peoples R China NIH, Radiol & Imaging Sci, Bldg 10, Bethesda, MD 20892 USA Georgia Inst Technol, Dept Biol Sci, Atlanta, GA 30332 USA XtalPi Inc, Cambridge, MA USA Consejo Nacl Invest Cient & Tecn, Partner Inst Max Planck Soc, Inst Invest Biomed Buenos Aires IBioBA, Bioinformat, Buenos Aires, DF, Argentina Univ Sydney, Save Sight Inst, Sydney, NSW, Australia Univ South Australia, Canc Res Inst, Australian Ctr Precis Hlth, Adelaide, SA, Australia Jinan Univ, Inst Life & Hlth Engn, Guangdong Higher Educ Inst, Key Lab Funct Prot Res, Guangzhou, Guangdong, Peoples R China Univ Texas Hlth Sci Ctr Houston, Epidemiol Human Genet & Environm Sci, Houston, TX 77030 USA Weill Cornell Med, Dept Microbiol & Immunol, New York, NY USA Guangdong Inst Appl Biol Resources, Biotechnol Lab, Guangzhou, Guangdong, Peoples R China Shandong Normal Univ, Coll Life Sci, Jinan, Shandong, Peoples R China Shandong Univ, Life Sci Dept, Jinan, Shandong, Peoples R China South China Agr Univ, Integrat Microbiol Res Ctr, Guangzhou, Guangdong, Peoples R China Liaoning Acad Agr Sci, Crop Mol Improving Lab, Shenyang, Liaoning, Peoples R China Lawson Hlth Res Inst, Med Biophys, London, ON, Canada Univ Melbourne, Infrastruct Engn, Parkville, Vic, Australia Univ Canberra, Fac Hlth, Canberra, ACT, Australia Univ Cambridge, MRC Cognit & Brain Sci Unit, Cambridge, England Emory Univ, Biostat & Bioinformat, Atlanta, GA 30322 USA Johns Hopkins Sch Med, Anesthesiol & Crit Care Med, Baltimore, MD USA Nottingham Trent Univ, Sch Anim Rural & Environm Sci, Nottingham, England Univ Exeter, Biosci, Exeter, Devon, England Hillingdon Hosp NHS Fdn Trust, London, England Univ Glasgow, MRC CSO Social & Publ Hlth Sci Unit, Glasgow, Lanark, Scotland Natl & Kapodistrian Univ Athens, Evaggelismos Athens Hosp, ICU, Athens, Greece Univ Newcastle, Biol Sci, Callaghan, NSW, Australia Coventry Univ, Fac Hlth & Life Sci, Ctr Innovat Res Life Course, Coventry, W Midlands, England Lausanne Univ Hosp, Serv Endocrinol Diabet & Metab, Lausanne, Switzerland Charles Sturt Univ, Sch Community Hlth, Bathurst, NSW, Australia Queens Univ Belfast, Inst Global Food Secur, Belfast, Antrim, North Ireland Natl Univ Singapore, Inst Policy Studies, Singapore, Singapore Univ Penn, Intitute Med & Engn, Philadelphia, PA 19104 USA Cold Spring Harbor Lab, POB 100, Cold Spring Harbor, NY 11724 USA Univ Michigan, EECS, Ann Arbor, MI 48109 USA Univ British Columbia, Ctr Blood Res, Vancouver, BC, Canada UiT Arctic Univ Norway, Dept Hlth & Care Sci, Fac Hlth Sci, Tromso, Norway Hosp Clin Porto Alegre, Physiotherapy, Porto Alegre, RS, Brazil Univ Paris 05, Med Sch, Paris, France Chinese Acad Agr Sci, Inst Crop Sci, Natl Key Facil Crop Gene Resources & Genet Improv, Beijing, Peoples R China Univ Ghent, Expt Clin & Hlth Psychol, Ghent, Belgium Indian Inst Adv Res, Bioinformat & Struct Biol, Gandhinagar, Gujart, India Bambino Ges Childrens Res Hosp, Lab Mol Med, Rome, Italy Heidelberg Univ, Ctr Infect Dis Parasitol, Heidelberg, Germany Stanford Univ, Elect Engn, Palo Alto, CA 94304 USA Univ Cadiz, Biol, Andalucia, Spain Mansoura Univ Hosp, Gen Surg, Mansoura, Egypt Inst Pasteur, Virol Pole, Dakar, Senegal Cardiff Univ, Div Canc & Genet, Cardiff, S Glam, Wales Ctr Expertise & Biol Diagnost Cameroon, Food Safety & Environm Microbiol, Yaounde, Cameroon Swiss Fed Labs Mat Sci & Technol, Lab Thin Films & Photovolta, Dubendorf, Switzerland Assiut Univ, Assiut Urol & Nephrol Hosp, Fac Med, Assiut, Egypt UCL, GEE, London, England UCL, IHA, London, England Univ Derby, Univ Derby Online Learning, Derby, England SUNY Stony Brook, Family Populat & Prevent Med, Stony Brook, NY 11794 USA Walter & Eliza Hall Inst Med Res, Mol Med Div, Melbourne, Vic, Australia Newcastle Univ, Northern Inst Canc Res, Newcastle Upon Tyne, Tyne & Wear, England German Ctr Neurodegenerat Dis, Clin Dementia Res, Bonn, Germany Sorbonne Univ, CNRS, UMR 7144, Stn Biol, Paris, France Univ Barcelona, Odontoestomatol, Barcelona, Spain Janelia Res Campus, Comp Sci, Ashburn, VA USA Univ Oxford, Ctr Trop Med & Global Hlth, Oxford, England Univ Bern, ARTORG Ctr Biomed Engn Res, Bern, Switzerland Australian Natl Univ, Eccles Inst Neurosci, John Curtain Sch Med Res, Canberra, ACT, Australia John Innes Ctr, Metab Biol, Norwich, Norfolk, England USDA ARS, Genom & Bioinformat Res Unit, Raleigh, NC 27695 USA Med Univ Graz, Inst Med Informat Stat & Documentat, Holzinger Grp, Graz, Austria Ajou Univ, Pharm, Suwon, South Korea City Univ Hong Kong, Sch Energy & Environm, Hong Kong, Peoples R China Univ British Columbia, Sch Kinseiol, Vancouver, BC, Canada Univ Copenhagen, Marine Biol Sect, Dept Biol, Copenhagen, Denmark Univ Vienna, Dept Commun, Vienna, Austria Univ Dundee, Sch Social Sci, Dundee, Scotland Tech Univ Dresden, Inst Bot, Dresden, Germany Univ Oxford, Div Struct Biol, Oxford, England Natl Univ Hlth Syst, Med, Singapore, Singapore Univ Canterbury, Sch Biol Sci, Christchurch, New Zealand Univ Hosp Southern Denmark, Focused Res Unit Mol Diagnost & Clin Res, Odense, Denmark Univ Oxford, Primary Care Hlth Sci, Oxford, England Baylor Coll Med, Verna & Marrs McLean Dept Biochem & Mol Biol, Houston, TX 77030 USA Adnan Menderes Univ Aydin, Fac Nursing, Dept Publ Hlth Nursing, Aydin, Turkey Oasi Res Inst IRCCS, Dept Neurol IC, Troina, Italy Purdue Univ, Weldon Sch Biomed Engn, W Lafayette, IN 47907 USA Kings Coll London, Kings Ctr Mil Hlth Res, London, England LSHTM, Dept Infect Dis Epidemiol, London, England Leibniz Univ Hannover, BMWZ Organ Chem, Hannover, Germany Xi An Jiao Tong Univ, Sch Basic Med Sci, Dept Physiol & Pathophysiol, Xian, Shaanxi, Peoples R China Univ South Australia, Sch Pharm & Med Sci, Adelaide, SA, Australia Univ Fed Santa Catarina, Dept Phys Educ, Florianopolis, SC, Brazil Southern Med Univ, Nanfang Hosp, Dept Oncol, Guangzhou, Guangdong, Peoples R China Stanford Univ, Hansen Expt Phys Lab, Palo Alto, CA 94304 USA Shenzhen Univ, Affiliated Hosp 1, Shenzhen Peoples Hosp 2, Inst Translat Med, Shenzhen, Guangdong, Peoples R China Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Peoples R China UCL, Dept Mech Engn, London, England ASTAR, Singapore Immunol Network, Lab Microbial Immun, Singapore, Singapore Cent South Univ, State Key Lab Powder Met, Changsha, Hunan, Peoples R China Univ Aberdeen, Inst Appl Hlth Sci, Aberdeen, Scotland Univ Bridgeport, Biomed Engn, Bridgeport, CT 06601 USA Texas Tech Univ, Hlth Sci Ctr, Pharmaceut Sci, Lubbock, TX 79430 USA Univ Montana, Ecosyst & Conservat Sci, Missoula, MT 59812 USA Univ Goettingen, Dept Syst Neurosci, Gottingen, Germany NHLBI, Lab Syst Genet, Bldg 10, Bethesda, MD 20892 USA Cleveland Clin, Lou Ruvo Ctr Brain Hlth, Imaging, Las Vegas, NV USA Flinders Univ S Australia, Coll Nursing & Hlth Sci, Nutr & Dietet, Adelaide, SA, Australia Univ Padua, Dept Math, Padua, Italy Lund Univ, Fac Law, Lund, Sweden Univ Gothenburg, Dept Microbiol & Immunol, Gothenburg, Sweden NARO, Kachwekano Zardi, Entebbe, Uganda Natl Yunlin Univ Sci & Technol, Bachelor Program Interdisciplinary Studies, Touliu, Yunlin, Taiwan Aarhus Univ, Dept Biomed, Danish Res Inst Translat Neurosci DANDRITE, Aarhus, Denmark Eduardo Mondlane Univ, Math & Comp Sci, Maputo, Mozambique Univ Bern, Dept Old Age Psychiat & Psychotherapy, Bern, Switzerland RAS, Inst Cytol, Lab Cytol Unicellular Organisms, St Petersburg, Russia Beijing Inst Technol, Sch Chem & Chem Engn, Beijing, Peoples R China Univ Queensland, Queensland Alliance Agr & Food Innovat, Brisbane, Qld, Australia Fraunhofer Inst Toxicol & Expt Med ITEM, Inhalat Toxicol, Hannover, Germany Univ Hong Kong, Publ Hlth, Hong Kong, Peoples R China Univ Hlth Network, Anesthesia & Pain Med, Toronto, ON, Canada Univ Toronto, Toronto, ON, Canada Univ Bath, Dept Hlth, Bath, Avon, England Univ Copenhagen, Computat & RNA Biol, Copenhagen, Denmark Fisheries & Oceans Canada, Bedford Inst Oceanog, Dartmouth, NS, Canada Goethe Univ, CEF MC, BMLS, Phys Biol, Frankfurt, Germany Albert Einstein Coll Med, Anat & Struct Biol, New York, NY USA Queensland Govt, Dept Environm & Sci, Brisbane, Qld, Australia Uppsala Univ, Vasc Surg Sect, Dept Surg Sci, Uppsala, Sweden Childrens Canc Hosp, Res, Cairo, Egypt Leibniz Inst Nat Prod Res & Infect Biol, Bio Pilot Plant, Jena, Germany Duy Tan Univ, Inst Res & Dev, Da Nang, Vietnam Univ Helsinki, Helsinki Inst Life Sci HiLIFE, Helsinki, Finland Univ Queensland, Australian Inst Bioengn & Nanotechnol, Brisbane, Qld, Australia George Inst Global Hlth, Sydney, NSW, Australia Griffith Univ, Griffith Inst Drug Discovery, Brisbane, Qld, Australia Dezhou Univ, Coll Phys & Elect Informat, Shandong Prov Key Lab Biophys, Dezhou, Peoples R China Henan Agr Univ, Coll Life Sci, Zhengzhou, Henan, Peoples R China Univ Tokyo, Publ Hlth, Tokyo, Japan Sun Yat Sen Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China Univ Illinois, Dept Med, Chicago, IL USA Beijing Inst Microbiol & Epidemiol, State Key Lab Pathogen & Biosecur, Beijing, Peoples R China Minist Hlth, Key Lab Neonatal Dis, Shanghai, Peoples R China Covenant Univ, Dept Phys, Ota, Nigeria Prince Sattam Bin Abdulaziz Univ, Dept Phys Therapy & Hlth Rehabil, Al Kharj, Saudi Arabia Lund Univ, Cognit Sci, Malmo, Sweden Natl Open Univ Nigeria, Dept Publ & Environm Hlth, Abuja, Nigeria Peking Univ, Sch Publ Hlth, Dept Lab Sci & Technol, Beijing, Peoples R China Univ Sydney, Sch Publ Hlth, Menzies Ctr Hlth Policy, Sydney, NSW, Australia Univ Auckland, Dept Elect & Comp Engn, Auckland, New Zealand Beijing Univ Chinese Med, Res Ctr TCM Informat Engn, Beijing, Peoples R China Osped Niguarda Ca Granda, Cardiac Surg, Milan, Italy Univ Vet Med, Clin Horses, Hannover, Germany Harbin Med Univ, Lab Med Genet, Harbin, Heilongjiang, Peoples R China Univ Saskatchewan, Dept Psychol, Saskatoon, SK, Canada Univ Coimbra, Ctr Studies Geog & Spatial Planning CEGOT, Coimbra, Portugal Univ Groningen, Univ Med Ctr Groningen, Epidemiol, Groningen, Netherlands South Cent High Specialty Hosp, Dept Neurol & Neurosurg, Pemex, Mexico Shandong Agr Univ, Coll Informat Sci & Engn, Tai An, Shandong, Peoples R China Curtin Univ, Natl Drug Res Inst, Perth, WA, Australia Wageningen Bioveterinary Res, Bacteriol & Epidemiol, Lelystad, Netherlands Guangdong Second Prov Gen Hosp, Dept Rheumatol & Immunol, Guangzhou, Guangdong, Peoples R China Erasmus MC, Biomed Rngineering, Rotterdam, Netherlands Hiroshima Univ, Grad Sch Biomed & Hlth Sci, Hiroshima, Japan Univ Iceland, Sch Hlth Sci, Reykjavik, Iceland Ohio State Univ, Mat Sci & Engn, Columbus, OH 43210 USA Kathmandu Univ, Sch Med Sci, Dept Physiotherapy, Dhulikhel, Nepal Univ Queensland, Sch Biomed Sci, Brisbane, Qld, Australia Fraunhofer MEVIS, Image Guided Therapies, Bremen, Germany Natl Univ Hlth Syst, Haematol Oncol, Singapore, Singapore Sun Yat Sen Univ, Canc Ctr, Breast Oncol, Guangzhou, Guangdong, Peoples R China Med Coll Wisconsin, Pharmacol & Toxicol, Wauwatosa, WI USA Queensland Univ Technol, Sci & Engn Fac, Sch Chem Phys & Mech Engn, Brisbane, Qld, Australia Univ Turin, Dept Mol Biotechnol & Hlth Sci, Turin, Italy Univ Tehran Med Sci, Sch Rehabil, Physiotherapy Dept, Tehran, Iran Univ Helsinki, Dept Forest Sci, Helsinki, Finland Univ Messina, Human Pathol, Messina, Italy AO Papardo Hosp Messina, Messina, Italy Univ Ibadan, Coll Med, Inst Child Hlth, Ibadan, Nigeria King Faisal Univ, Coll Med, Fac Ophthalmol, Al Hasa, Saudi Arabia Univ Stirling, Inst Social Mkt, Stirling, Scotland Saveh Univ Med Sci, Social Determinants Hlth Res Ctr, Saveh, Iran Gakujutsu Shien Co Ltd, Tokyo, Japan Chinese Acad Sci, Inst Geochem, Guiyang, Guizhou, Peoples R China Univ Plymouth, Med Sch, Plymouth, Devon, England CHU Toulouse, Immunol, Toulouse, France Azorean Biodivers Grp, Ctr Ecol Evolut & Environm Changes, Azores, Portugal Univ Acores, Azores, Portugal RIKEN, Ctr Integrat Med Sci, Yokohama, Kanagawa, Japan Peking Univ, Sch Publ Hlth, Dept Global Hlth, Beijing, Peoples R China Chang Gung Univ, Chang Gung Mem Hosp, Dept Neurol, Linkou Med Ctr, Taoyuan, Taiwan Chang Gung Univ, Coll Med, Taoyuan, Taiwan Univ Malawi, Coll Med, Biomed Sci Dept, Blantyre, Malawi Univ Malawi, Coll Med, Pharm Dept, Blantyre, Malawi Bioself Commun, Biocurat, Marseille, France Peking Univ, Hosp 3, Dept Neurol, Beijing, Peoples R China Ahmadu Bello Univ, Fac Basic Clin Sci, Coll Hlth Sci, Dept Pathol, Zaria, Nigeria Dalhousie Univ, Dept Anesthesia Pain Management & Perioperat Med, Halifax, NS, Canada VisMederi Srl, Siena, Italy UCL, Canc Res UK, London, England UCL, UCL Canc Trials Ctr, London, England Univ Ottawa, Family Med, Ottawa, ON, Canada China Agr Univ, Coll Engn, Beijing, Peoples R China Leiden Univ, Leiden Acad Ctr Drug Res, Div Drug Discovery & Safety, Leiden, Netherlands Sun Yat Sen Univ, Affiliated Hosp 1, Dept Intervent Radiol, Guangzhou, Guangdong, Peoples R China Amer Univ Beirut, Med Ctr, Infect Dis, Beirut, Lebanon Sheffield Hallam Univ, Dept Social Work Social Care & Community Studies, Sheffield, S Yorkshire, England Mechnikov Res Inst Vaccines & Sera, Viral Hepatitis, Moscow, Russia Univ Ottawa, Pediat, Ottawa, ON, Canada Vreden Russian Res Inst Traumatol & Orthopaed, Dept Wound Infect Treatment & Prevent, St Petersburg, Russia Hangzhou Ctr Dis Control & Prevent, Dept TB Control & Prevent, Hangzhou, Zhejiang, Peoples R China Kaohsiung Med Univ, Dept Biotechnol, Kaohsiung, Taiwan Zoetis, Diagnost, Kalamazoo, MI USA Aintree Univ Hosp NHS Fdn Trust, Head & Neck Oncol Res, Liverpool, Merseyside, England Wrightington Hosp, Trauma & Orthopaed, Manchester, Lancs, England Loyola Univ, Med Ctr, Dept Psychiat, 2160 S 1st Ave, Maywood, IL 60153 USA Atkins Vet Serv, Microbiol, Calgary, AB, Canada Univ Porto, FADEUP, CIAFEL, Porto, Portugal Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore Kangwon Natl Univ, Coll Biotechnol & Biosci, Dept Food Sci & Biotechnol, Chunchon, South Korea Kakatiya Med Coll, Internal Med, Warangal, Telangana, India Univ Antioquia, Vet Med Sch, CIBAV Res Grp, Medellin, Colombia IISER, Dept Phys, Soft & Act Matter Grp, Tirupati 517507, Andhra Pradesh, India Univ Rosario, Sch Med & Hlth, Ctr Studies Phys Activ Measurements, Bogota, Colombia Univ Hosp Essen, Cardiol & Vasc Med, Essen, Germany Univ Hosp Basel, Endocrinol, Basel, Switzerland Univ Tubingen, Inst Med Genet & Appl Genom, Tubingen, Germany Univ Hosp Munster, Div Gen Internal Med Nephrol & Rheumatolog, Dept Med D, Munster, Germany Univ Kentucky, Dept Nephrol, Lexington, KY USA Univ Freiburg, Dept Anaesthesiol & Crit Care, Med Ctr, Freiburg, Germany Univ Calif Irvine, Dept Med, Orange, CA 92668 USA Univ Hosp Leuven, Dept Urol, Leuven, Belgium Chinese Acad Sci, Coll Life Sci, Beijing, Peoples R China Univ Florida, Orthopaed & Rehabil, Gainesville, FL USA Chongqing Med Univ, Affiliated Hosp 1, Chongqing Key Lab Mol Oncol & Epigenet, Chongqing, Peoples R China Tsinghua Univ, Dept Chem Engn, Beijing, Peoples R China Yonsei Univ, Coll Med, Dept Pharmacol, Seoul, South Korea Childrens Hosp Kings Daughters, Eastern Virginia Med Sch, Dept Pediat, Norfolk, VA USA China Three Gorges Univ, Coll Sci, Dept Math, Yichang, Peoples R China Xiangtan Univ, Coll Informat Engn, Xiangtan, Hunan, Peoples R China Univ Hlth Network, Mood Disorders & Psychopharmacol, Toronto, ON, Canada Sao Paulo State Univ UNESP, Dept Anim Sci, Sao Paulo, Brazil Sao Paulo State Univ, Vet Clin, Sao Paulo, Brazil
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4. Unicentric Castleman Disease: Updates and Novel Insights Into Spindle Cell Proliferations and Aggressive Forms of a Localized Disease.
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Alnoor F, Rangel A, Luo M, Silva O, Chisholm KM, O'Malley D, Warnke R, Kumar J, and Ohgami RS
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- Humans, Cell Proliferation, Prognosis, Castleman Disease pathology, Castleman Disease diagnosis, Castleman Disease therapy
- Abstract
Castleman Disease (CD) is a rare lymphoproliferative disorder that can be separated into two primary forms: Unicentric Castleman disease (UCD) and multicentric Castleman disease (MCD). UCD is localized, while MCD is systemic. Though UCD generally has a favorable prognosis following surgical resection, more aggressive forms of this disease have been identified, including cases associated with dendritic and spindle cell proliferation. Genetic analysis has deepened our understanding of UCD. Despite advancements in better understanding the pathophysiology of UCD, challenges persist in the diagnosis, management, and treatment due to its rarity and heterogeneity. Here, we review current knowledge on UCD, highlighting the epidemiology, clinical presentation, diagnostic criteria, and treatment options while emphasizing the need for further research and innovation in therapeutic strategies., (© 2024 John Wiley & Sons Ltd.)
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- 2025
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5. A Multidisciplinary Approach to Diagnosing Blastic Plasmacytoid Dendritic Cell Neoplasm (BPDCN): Practical Recommendations and Insights from Countries of the Gulf Cooperation Council.
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Bakshi N, Al Hejazi A, Al-Maghraby H, Al Mugairi A, Alotaibi AS, Khogeer H, Seliem RM, Pandita R, Raslan H, Aung PP, and Ohgami RS
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Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is an aggressive orphan hematopoietic malignancy characterized by cutaneous and systemic hematologic involvement. BPDCN is frequently misidentified, but early, accurate diagnosis is critical to extending patient survival using tagraxofusp, a first-in-class CD123-targeted therapy, and increasing their chances of receiving a potentially curative stem cell transplantation. Cases of BPDCN in countries of the Gulf Cooperation Council are lower than the extrapolated incidence from other geographic locations due to lack of awareness of key diagnostic features, lack of consensus on the minimal phenotype for diagnosis, and lack of local immunohistochemistry testing facilities, contributing to underdiagnosis in this region. Practical recommendations, a streamlined diagnostic panel, and suggested multidisciplinary approaches based on expert experience regarding diagnostic and clinical challenges specific to this region, and a review of the literature are presented here to facilitate diagnosis of BPDCN in this region by primary care physicians, dermatologists, and hematologists.
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- 2025
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6. Clinicopathologic features of primary central nervous system anaplastic large cell lymphoma: a multicenter study identifies age and ALK status as prognostic factors.
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Morrow WP, Milligan NS, Ohgami RS, Young KH, Wang B, Vega F, Marques-Piubelli ML, Feldman AL, Slack GW, Savage KJ, Zhao X, Rubenstein JL, and Hsi ED
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- Humans, Male, Female, Adult, Middle Aged, Prognosis, Age Factors, Young Adult, Adolescent, Aged, Anaplastic Lymphoma Kinase genetics, Anaplastic Lymphoma Kinase metabolism, Lymphoma, Large-Cell, Anaplastic pathology, Lymphoma, Large-Cell, Anaplastic genetics, Lymphoma, Large-Cell, Anaplastic mortality, Lymphoma, Large-Cell, Anaplastic enzymology, Lymphoma, Large-Cell, Anaplastic diagnosis, Central Nervous System Neoplasms pathology, Central Nervous System Neoplasms mortality, Central Nervous System Neoplasms genetics, Central Nervous System Neoplasms metabolism
- Abstract
Anaplastic large cell lymphoma with primary presentation in, and disease limited to, the central nervous system (primary CNS ALCL) is a rare and aggressive lymphoma found in a sensitive anatomic site. We report the clinical and pathologic characteristics of 17 primary CNS ALCL cases that are newly reported from six academic medical centers. We are investigating the characteristics of these cases, alongside their commonalities and differences from systemic ALCL arising at conventional anatomic sites. Clinical, pathologic, and outcome data were extracted by medical record review. The median patient age was 32 years with a male-to-female ratio of 2.4:1. Cases presented with either localized or multifocal central nervous system (CNS) disease without coinciding systemic disease. Histologically, the common pattern prevailed, and loss of pan-T-cell markers was frequent. There was a similar proportion of anaplastic lymphoma kinase (ALK) positivity in primary CNS ALCL (12/17, 71%) compared to that reported in systemic ALCL (70-80%). Our data indicate a 5-year overall survival (OS) rate of 65% and a 5-year progression-free survival (PFS) rate of 48%. Five patient deaths occurred in this study of which all were in the ALK-negative group, and all were patients over 40 years old. ALK-positive patients were significantly younger than ALK-negative patients, and survival analyses showed that both ALK-positive and younger age (≤ 40 years) were favorable prognostic factors. This is the largest series of primary CNS ALCL reported to date, which demonstrates a high proportion of ALK-positive cases and favorable outcomes for both younger and ALK-positive patients despite the involvement of a sensitive anatomic site., Competing Interests: Declarations. Funding: This study was not supported by any funding. Conflict of interest: The authors declare no competing interests. Ethical approval: For this type of study, formal consent is not required. Informed consent: For this type of study, informed consent is not required. Consent for publication: For this type of study, consent for publication is not required., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2024
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7. Rapid growth of acquired UBA1 mutations predisposes male patients to low-risk MDS.
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Li P, Alnoor FNU, Xie W, Williams M, Feusier J, Ding Y, Zhao X, Zheng G, Zhao C, Zieske AW, Zu Y, Raess PW, Tantravahi S, Osman A, Patel AB, Tashi T, Patel JL, Matynia AP, Menon MP, Miles RR, Jacobsen JR, George TI, Sborov DW, Szankasi P, Rindler P, Close D, and Ohgami RS
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- 2024
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8. Utility of PD-1, PD-L1, and IDO-1 Stains in Ocular Extranodal Marginal Zone Lymphoma (MZL) and Diffuse Large B-cell Lymphoma (DLBCL).
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Craig A, Güney E, Pekmezci M, Bloomer M, Laszik Z, Ohgami RS, Toland A, Vogel H, Forns T, Wang E, Rubenstein J, and Wen KW
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- Humans, Male, Female, Middle Aged, Aged, Adult, Tumor Microenvironment, Eye Neoplasms pathology, Eye Neoplasms metabolism, Eye Neoplasms diagnosis, Immunohistochemistry, Aged, 80 and over, Biomarkers, Tumor metabolism, Lymphoma, Large B-Cell, Diffuse pathology, Lymphoma, Large B-Cell, Diffuse metabolism, Lymphoma, Large B-Cell, Diffuse diagnosis, B7-H1 Antigen metabolism, Indoleamine-Pyrrole 2,3,-Dioxygenase metabolism, Programmed Cell Death 1 Receptor metabolism, Lymphoma, B-Cell, Marginal Zone diagnosis, Lymphoma, B-Cell, Marginal Zone metabolism, Lymphoma, B-Cell, Marginal Zone pathology
- Abstract
Extranodal marginal zone lymphoma (EMZL) is the most common subtype of ocular lymphomas. Diffuse large B-cell lymphoma (DLBCL) and EMZL with large-cell transformation present diagnostic challenges. Radiotherapy is the standard treatment for ocular lymphomas, but complications and relapse are common. Diagnostic utility in challenging cases, as well as treatment options using immune checkpoint inhibitors, are unclear in ocular lymphomas. We herein investigated the PD-1, PD-L1, and IDO1 staining patterns in 20 cases of ocular lymphomas, including EMZL (n=14), EMZL with increased large cells (n=2), and DLBCL (n=4). PD-1, PD-L1, and IDO1 staining was not detected in lymphoma cells in any cases but was observed within the tumor microenvironment in all cases. Positivity for PD-1, PD-L1, and IDO1 in inflammatory cells was seen either intratumorally or peritumorally. In all 6 cases with significantly more large B cells, the density of PD-1, PD-L1, and IDO1 expression in the tumor microenvironment was higher than that of the remaining 14 cases without large B cells ( P -value<0.0001), whereas other clinicopathologic features showed no statistical correlation. Increased expression of PD-1, PD-L1, and IDO1 in the inflammatory milieu in cases with large cells may provide diagnostic utility in small biopsies as well as therapeutic potential., Competing Interests: J.R. receives research funding from Incyte and from NURIX. The remaining authors declare no conflict of interest., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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9. Deconvoluting the Complexity of Congenital Sideroblastic Anemias through Genetic and Functional Profiling.
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Alnoor F and Ohgami RS
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- Humans, Mutation, Mitochondria, Anemia, Sideroblastic diagnosis, Anemia, Sideroblastic genetics, Anemia, Sideroblastic congenital, Genetic Diseases, X-Linked genetics
- Abstract
Competing Interests: Disclosure Statement None declared.
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- 2024
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10. Hemophagocytic lymphohistiocytosis and clonally related T-cell malignancies in a pediatric patient.
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Meyer LK, Huang I, Huang BJ, Chung JH, Pawar A, Hermiston ML, Loh ML, Ohgami RS, Ruiz-Cordero R, Bhargava P, and Marinoff AE
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- 2023
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11. Primary renal leukaemia in a young adult male as an extramedullary presentation of T cell acute lymphoblastic leukaemia.
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Jain P, Jain P, Ohgami RS, Pawar V, Sehgal K, Chaudhari P, Nikalji R, Singh T, Khandelwal V, Khare S, Lokhande V, Haridas A, Jessani L, and Khandelwal K
- Abstract
Primary renal involvement by T lymphoblasts is rare among adults with T acute lymphoblastic leukaemia. We report a 28-year-old man presenting with acute renal failure due to infiltration by T lymphoblasts and his response to paediatric-inspired modified BFM-90 protocol. The patient achieved an initial complete remission (CR) but developed central nervous system relapse. He achieved CR2 with cranial irradiation and intrathecal chemotherapy. He underwent a haploidentical transplant in CR2 and remains in remission post-transplant day 330. An early kidney biopsy helped confirm the diagnosis. Such presentations remain responsive to modified BFM-90. An early allotransplant in CR2 remains the standard of care., Competing Interests: The authors declare no conflict of interest., (© 2023 The Authors. eJHaem published by British Society for Haematology and John Wiley & Sons Ltd.)
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- 2023
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12. Profiling endogenous, environmental, and infectious disease mutational signatures in blastic plasmacytoid dendritic cell neoplasms.
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Small C, Mukerjee S, Jangam D, Gollapudi S, Singh K, Jaye DL, Aung PP, Querfeld C, Yao K, Chisholm KM, Pullarkat S, Wang S, Gru A, Hussaini M, George TI, and Ohgami RS
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- Humans, Mutation, Dendritic Cells, Hematologic Neoplasms genetics, Skin Neoplasms genetics, Skin Neoplasms pathology, Myeloproliferative Disorders metabolism, Communicable Diseases
- Abstract
Background: Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare hematopoietic disease derived from plasmacytoid dendritic lineage cells. The disease typically shows skin as well as frequent bone marrow and peripheral blood involvement. However, the pathogenesis of this disease is still not well understood. While somatic point mutations and genetic rearrangements have been described in BPDCN, the types and origins of these mutations and relationships to other cancer types is not well understood., Materials and Methods: To probe the origins of BPDCN, we analyzed the exome sequence data of 9 tumor-normal pair cases of BPDCN. We utilized SignatureAnalyzer, SigProfiler and a custom microbial analysis pipeline to understand the relevance of endogenous and environmental mutagenic processes., Results: Our results identified a significant tobacco exposure and aging genetic signature as well as signatures related to nucleotide excision repair deficiency, ultra violet (UV) exposure, and endogenous deamination in BPDCN. We also assessed the samples for microbial infectious disease organisms but did not find a link to a microbial etiology., Conclusion: The identification of a tobacco exposure and aging genetic signature in patients with BPDCN suggests that environmental and endogenous genetic changes may be central to the oncogenesis of BPDCN., (© 2023 John Wiley & Sons Ltd.)
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- 2023
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13. Copy Number Loss at Chromosome 14q11.2 Correlates With the Proportion of T Cells in Biopsies and Helps Identify T-Cell Neoplasms.
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Saglam A, Singh K, Kumar J, Gollapudi S, Mukherjee S, Singh A, Butzmann A, Kaplan L, Andreadis C, Ai WZ, Fakhri B, Rajkovic A, Wen KW, Onodera C, Van Ziffle J, Devine PW, and Ohgami RS
- Subjects
- Humans, DNA Copy Number Variations, Homozygote, Retrospective Studies, T-Lymphocytes, Sequence Deletion, Biopsy, Chromosomes, Receptors, Antigen, T-Cell genetics, Lymphoma, B-Cell genetics, Hodgkin Disease diagnosis, Hodgkin Disease genetics, Lymphoma, T-Cell diagnosis, Lymphoma, T-Cell genetics, Lymphoma, T-Cell, Peripheral genetics
- Abstract
Context.—: Evidence of T-cell clonality is often critical in supporting the diagnosis of a T-cell lymphoma., Objectives.—: To retrospectively explore the significance of copy number losses at the 14q11.2 T-cell receptor α locus in relation to the presence of a T-cell neoplasm and proportion of T cells by targeted next-generation sequencing., Design.—: Targeted next-generation sequencing data from 139 tissue biopsies, including T-cell lymphomas, B-cell lymphomas, classic Hodgkin lymphomas, nonhematopoietic malignancies, and normal samples, were reviewed for copy number losses involving the T-cell receptor α gene segments at chr14q11.2., Results.—: We found that biallelic or homozygous deletion of 14q11.2 was found in most (28 of 33, 84.8%) T-cell lymphomas. The magnitude of 14q11.2 loss showed a statistically significant correlation with the proportion of T cells in lymphoma tissue samples. Copy number losses could also be detected in other lymphomas with high numbers of T cells (8 of 32, 25% of B-cell lymphomas, 4 of 4 classical Hodgkin lymphomas), though biallelic/homozygous deletion of 14q11.2 was not significantly observed outside of T-cell lymphomas. Most nonhematopoietic neoplasms and normal tissues (59 of 64, 92.2%) showed no significant copy number losses involving the T-cell receptor α locus at chr14q11.2., Conclusions.—: Analysis of copy number losses at the T-cell receptor α locus chr14q11.2 with targeted next-generation sequencing can potentially be used to estimate the proportion of T cells and detect T-cell neoplasms., (© 2023 College of American Pathologists.)
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- 2023
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14. Molecular profiling identifies at least 3 distinct types of posttransplant lymphoproliferative disorder involving the CNS.
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Guney E, Lucas CG, Singh K, Pekmezci M, Fernandez-Pol S, Mirchia K, Toland A, Vogel H, Bannykh S, Schafernak KT, Alexandrescu S, Mobley BC, Powell S, Davidson CJ, Neltner J, Boué DR, Hattab E, Ferris SP, Ohgami RS, Rubenstein JL, Bollen AW, Tihan T, Perry A, Solomon DA, and Wen KW
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- Humans, Lymphoproliferative Disorders etiology, Lymphoproliferative Disorders genetics, Epstein-Barr Virus Infections
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- 2023
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15. An Analysis of the Pathologic Features of Blastic Plasmacytoid Dendritic Cell Neoplasm Based on a Comprehensive Literature Database of Cases.
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Ohgami RS, Aung PP, Gru AA, Hussaini M, Singh K, Querfeld C, Yao K, Small C, Gollapudi S, Jaye D, Wang SA, Pullarkat S, and George TI
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- Humans, Male, Female, Middle Aged, Retrospective Studies, Prospective Studies, Dendritic Cells, Leukemia, Myeloid, Acute pathology, Myeloproliferative Disorders, Hematologic Neoplasms diagnosis, Hematologic Neoplasms pathology, Skin Neoplasms diagnosis, Skin Neoplasms pathology
- Abstract
Context.—: Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare hematologic malignancy with poor outcome. BPDCN diagnostically overlaps with entities such as acute myeloid leukemia, histiocytic/dendritic cell neoplasms, and natural killer/T-cell lymphomas. Unfortunately, large, patient-centered studies that comprehensively analyze clinical, pathologic, and other diagnostic features are lacking. As such, there is an incomplete understanding of this disease., Objective.—: To better characterize BPDCN, a multicenter working group consisting of hematopathologists and dermatopathologists gathered in person and remotely to review the current understanding of BPDCN, discuss specific issues regarding the diagnosis and differential diagnosis, and perform a retrospective analysis of the literature., Data Sources.—: The working group curated a database of published BPDCN patient cases (BPDCN Network literature database), and following careful discussion and review, 361 articles were identified, comprising a total of 1513 individually annotated patients., Conclusions.—: By conducting an in-depth analysis, not only did we confirm known findings such as frequent skin involvement (84% of patients; 861 of 1028) and a male predominance among older patients (>60 years old; male to female ratio of 3.5:1; 617:177), but we also identified a number of underrecognized features, such as significant central nervous system involvement (38% of cases; 24 of 64), and a more equal male to female prevalence among patients younger than 40 years (male to female ratio of 1.25:1; 167:134). Furthermore, we were able to accurately summarize the immunophenotypic, cytogenetic, and molecular features of this disease. BPDCN is a complex disease with distinct morphologic, immunophenotypic, and molecular findings. Continual updates of the literature database generated here and further analysis can allow for prospective refinement of our understanding of this orphan disease., (© 2023 College of American Pathologists.)
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- 2023
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16. TFG::ALK fusion in ALK positive large B-cell lymphoma: a case report and review of literature.
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Xiao A, Shahmarvand N, Nagy A, Kumar J, Van Ziffle J, Devine P, Huang F, Lezama L, Li P, and Ohgami RS
- Abstract
Anaplastic lymphoma kinase (ALK) positive large B-cell lymphoma (ALK+ LBCL) is an aggressive and rare subtype of B-cell lymphoma. Patients typically present with advanced clinical stage disease and do not respond to conventional chemotherapy; the median overall survival is 1.8 years. The genetic landscape of this entity remains poorly understood. Here we report a unique case of ALK+ LBCL harbouring a rare TFG::ALK fusion. Targeted next-generation sequencing showed no significant single nucleotide variants, insertions/deletions, or other structural variants beyond the TFG::ALK fusion; deep deletions of FOXO1 , PRKCA , and the MYB locus were also detected. Our case report draws attention to this rare disease, highlights a need for larger genetic profiling studies, and focuses on the pathogenesis and potential therapeutic targets of this aggressive disease. To our knowledge, this is the first report of a TFG::ALK fusion in ALK+ LBCL., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Xiao, Shahmarvand, Nagy, Kumar, Van Ziffle, Devine, Huang, Lezama, Li and Ohgami.)
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- 2023
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17. Smoking status in acute myeloid leukemia is associated with worse overall survival and independent of prior nonhematopoietic malignancies, cytogenetic abnormalities, and WHO category.
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Kumar J, Patel S, Chang A, Mukherjee S, Small C, Gollapudi S, Butzmann A, Jangam D, Weinberg OK, George TI, Zehnder JL, and Ohgami RS
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- Humans, Male, Retrospective Studies, Chromosome Aberrations, Prognosis, World Health Organization, Smoking adverse effects, Leukemia, Myeloid, Acute genetics
- Abstract
Acute myeloid leukemia (AML) is an aggressive hematopoietic malignancy with several patient- and disease-associated variables known to impact prognosis. Tobacco smoking is an environmental factor associated with a greater incidence of AML, but there have been limited studies that evaluated smoking toward overall survival. We retrospectively searched for AML cases and collected clinical and diagnostic data for each case. We also used an independent next-generation sequencing (NGS) data set to assess for a distinct mutational signature associated with smoking. When stratified by smoking status, there was a greater number of males, patients aged ≥60 years, and patients with ≥2 comorbidities within the smoking category (P < .05). Survival analysis demonstrated decreased survival probability in the smokers, male smokers, smokers with 1 other comorbidity, and smokers without a prior history of nonhematopoietic malignancy (P < .05) as compared to nonsmokers. Smoking was associated with a decrease in survival within the World Health Organization categories of AML, not otherwise specified (AML NOS; P = .035) and AML with recurrent genetic abnormalities (AML RGA; P = .002). Multivariate analysis showed that patients who were smokers had a greater hazard ratio than nonsmokers after adjusting for the other covariates. Our findings demonstrated that smoking was independently associated with decreased overall survival after adjusting for other potentially confounding factors. In addition, our results suggest that a mutational signature can be recognized using NGS data in a subset of AML patients who smoke., (Copyright © 2023 Elsevier Inc. All rights reserved.)
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- 2023
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18. Cytomorphologic features of pediatric-type follicular lymphoma on fine needle aspiration biopsy: case series and a review of the literature.
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Lu KL, Menke JR, Ng D, Ruiz-Cordero R, Marinoff A, Stieglitz E, Gollapudi S, Singh K, Ohgami RS, and Vohra P
- Subjects
- Biopsy, Fine-Needle, Child, Cytodiagnosis, Diagnosis, Differential, Humans, Immunophenotyping, Lymphoma, Follicular
- Abstract
Introduction: Pediatric-type follicular lymphoma (PTFL) is a rare and recently recognized subtype of nodal follicular B-cell lymphoma. While significant recent progress has been made in understanding the morphologic, immunophenotypic, and molecular findings, there are only rare case reports describing the cytomorphologic features of PTFL., Materials and Methods: Four cases of PTFL initially evaluated on fine needle aspiration (FNA) biopsy were retrieved from our institutions' databases. The cytologic and subsequent surgical excision specimens were compared in terms of cytology, histology, immunophenotype, and molecular findings., Results: A constellation of cytologic features for PTFL are able to distinguish it from other cytomorphologic entities in the differential including: 1) the presence of large blastoid cells with fine chromatin and irregular nuclear membranes, 2) small/intermediate-sized lymphocytes with subtle nuclear membrane irregularities, 3) near complete absence of cytoplasmic vacuoles in lymphoid cells, 4) tingible body macrophages, 5) mitotic figures, 6) absence of a diffuse large cell component, 7) and no significant plasma cell population., Conclusions: We present four cases of PTFL initially evaluated on FNA biopsy and define the cytomorphologic features of PTFL. FNA biopsy is presented as a practical tool for initial evaluation of this rare entity as part of a multimodal diagnostic approach, for which increased awareness among cytopathologists can ensure the appropriate triage of specimen studies necessary for the diagnosis. Additionally, we comprehensively review the current literature on PTFL and discuss the differential diagnosis on cytology, including potential pitfalls., (Published by Elsevier Inc.)
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- 2022
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19. Indolent T-lymphoblastic proliferation: A systematic review of the literature analyzing the epidemiologic, clinical, and pathologic features of 45 cases.
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Saglam A, Singh K, Gollapudi S, Kumar J, Brar N, Butzmann A, Warnke R, and Ohgami RS
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- Cell Proliferation, Humans, Retrospective Studies, Carcinoma, Hepatocellular, Liver Neoplasms, Lymphoproliferative Disorders pathology
- Abstract
An indolent T-lymphoblastic proliferation (iT-LBP) is a rare benign disorder characterized by an abnormal expansion of immature T-cells, which morphologically can mimic malignancy. Since the first case was described in 1999, dozens more have been reported in the literature. However, the epidemiologic, clinical, pathologic, and biologic features of this disease have not been well described. Here, we retrospectively reviewed all known cases reported in the literature to better understand this entity. A PubMed search up to January 2022 highlighted 25 papers describing cases/case series of iT-LBP, one of which was a case presentation in a slide workshop. Except for 9 of the cases in one of the papers, where it was evident that the number of CD3+/TdT+ cells were too few to conform with a diagnosis of iT-LBP, all papers and all the cases reported were included in the study amounting to a total of 45 cases. Clinicopathologic characteristics were analyzed using descriptive statistics and frequencies. Our analysis highlighted the previously known association with Castleman disease and Castleman-like features and underlined its association with dendritic cell proliferations in general, as well as uncovering high frequency of concurrence with hepatocellular carcinoma and autoimmune diseases, most notably myasthenia gravis, paraneoplastic pemphigus and paraneoplastic autoimmune multiorgan syndrome. Furthermore, the co-expression of CD4 and CD8 and high prevalence of extranodal disease and recurrences were other less well described features that were revealed., (© 2022 John Wiley & Sons Ltd.)
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- 2022
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20. A genetically distinct pediatric subtype of primary CNS large B-cell lymphoma is associated with favorable clinical outcome.
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Güney E, Lucas CG, Qi Z, Yu J, Zhang R, Ohgami RS, Rubenstein JL, Boué DR, Schafernak K, Wertheim GB, Dahiya S, Giulino-Roth L, Attarbaschi A, Barth MJ, Kothari S, Abla O, Cohen AL, Mendez JS, Bollen A, Perry A, Tihan T, Pekmezci M, Solomon DA, and Wen KW
- Subjects
- Child, Humans, Lymphoma, Large B-Cell, Diffuse diagnosis, Lymphoma, Large B-Cell, Diffuse genetics, Lymphoma, Large B-Cell, Diffuse pathology, Lymphoma, Non-Hodgkin pathology
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- 2022
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21. Case Report: Castleman Disease With an Associated Stromal Spindle Cell Proliferation, PDGFRB Mutation and p53 Expression: Clonal Origins of a Rare Disease.
- Author
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Singh KI, Gollapudi S, Kumar J, Butzmann A, Small C, Kreimer S, Saglam EA, Warnke R, Silva O, and Ohgami RS
- Abstract
Castleman disease (CD) is a rare lymphoproliferative disorder with distinct clinical subtypes. However, our understanding of the underlying pathogenesis of particular subtypes of CD remains unclear. While the characteristic morphologic changes within UCD, including occasional cases of overgrowth of spindled stromal and follicular dendritic cells have been described, the nature and origin of these spindle cells remain elusive. Few reports have suggested that underlying stromal cells in UCD are clonally neoplastic and may be of fibroblastic reticular cell (FRC) or follicular dendritic cell (FDC) origins given their close clonal relationship. Although certain histomorphologic features may aid diagnosis, there are no specific biomarkers that can differentiate a reactive process mimicking UCD from true UCD. Hence, we describe an index case with morphology consistent with the hyaline vascular subtype of UCD with concomitant atypical smooth muscle actin (SMA)-positive stromal spindle cell proliferation containing a recurrent PDGFRB N666S mutation and upregulation of p53 expression. Further analysis of 21 additional cases of UCD identified increased p53 expression by digital image analysis and SMA positive stromal cells predominantly within the paracortical and intrafollicular areas further strengthening the hypothesis of the stromal cellular derivation and origins of UCD., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Singh, Gollapudi, Kumar, Butzmann, Small, Kreimer, Saglam, Warnke, Silva and Ohgami.)
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- 2022
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22. Pathology updates and diagnostic approaches to haemophagocytic lymphohistiocytosis.
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Kikuchi A, Singh K, Gars E, and Ohgami RS
- Subjects
- Humans, Lymphohistiocytosis, Hemophagocytic pathology
- Abstract
Haemophagocytic lymphohistiocytosis (HLH) is a complex, often under-recognised hyperinflammatory immune dysregulation syndrome arising in a diverse range of clinical scenarios and conditions. The accurate and timely diagnosis of HLH is crucial for patient survival, and usually requires a high level of clinical suspicion. The histological corollary to clinical HLH-haemophagocytosis-is neither necessary nor sufficient for the diagnosis of HLH, as it may be seen in a variety of reactive conditions and may be absent in true HLH. Nevertheless, the finding of haemophagocytosis in specific clinical situations should prompt consideration of HLH and further testing to exclude the condition. Although haemophagocytosis is traditionally described in bone marrow, identification of it in other tissues, including lymphoid, splenic, liver or neural tissue, can contribute importantly to the overall recognition of HLH. In this review we discuss the underlying pathophysiology and aetiologies of HLH, and the morphological aspects of haemophagocytosis and its associated histological findings in different tissues, and give a brief overview of diagnostic criteria and clinical evaluation., (© 2021 John Wiley & Sons Ltd.)
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- 2022
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23. Mutations in JAK/STAT and NOTCH1 Genes Are Enriched in Post-Transplant Lymphoproliferative Disorders.
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Butzmann A, Sridhar K, Jangam D, Song H, Singh A, Kumar J, Chisholm KM, Pinsky B, Huang F, and Ohgami RS
- Abstract
Post-transplant lymphoproliferative disorders (PTLD) are diseases occurring in immunocompromised patients after hematopoietic stem cell transplantation (HCT) or solid organ transplantation (SOT). Although PTLD occurs rarely, it may be associated with poor outcomes. In most cases, PTLD is driven by Epstein-Barr virus (EBV) infection. Few studies have investigated the mutational landscape and gene expression profile of PTLD. In our study, we performed targeted deep sequencing and RNA-sequencing (RNA-Seq) on 16 cases of florid follicular hyperplasia (FFH) type PTLD and 15 cases of other PTLD types that include: ten monomorphic (M-PTLD), three polymorphic (P-PTLD), and two classic Hodgkin lymphoma type PTLDs (CHL-PTLD). Our study identified recurrent mutations in JAK3 in five of 15 PTLD cases and one of 16 FFH-PTLD cases, as well as 16 other genes that were mutated in M-PTLD, P-PTLD, CHL-PTLD and FFH-PTLD. Digital image analysis demonstrated significant differences in single cell area, major axis, and diameter when comparing cases of M-PTLD and P-PTLD to FFH-PTLD. No morphometric relationship was identified with regards to a specific genetic mutation. Our findings suggest that immune regulatory pathways play an essential role in PTLD, with the JAK / STAT pathway affected in many PTLDs., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Butzmann, Sridhar, Jangam, Song, Singh, Kumar, Chisholm, Pinsky, Huang and Ohgami.)
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- 2022
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24. Lymphoid blast transformation in an MPN with BCR-JAK2 treated with ruxolitinib: putative mechanisms of resistance.
- Author
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Chen JA, Hou Y, Roskin KM, Arber DA, Bangs CD, Baughn LB, Cherry AM, Ewalt MD, Fire AZ, Fresard L, Kearney HM, Montgomery SB, Ohgami RS, Pearce KE, Pitel BA, Merker JD, and Gotlib J
- Subjects
- Humans, Janus Kinase 2 genetics, Nitriles, Pyrazoles therapeutic use, Pyrimidines, Receptors, Antigen, B-Cell, Lymphocyte Activation, Myeloproliferative Disorders
- Abstract
The basis for acquired resistance to JAK inhibition in patients with JAK2-driven hematologic malignancies is not well understood. We report a patient with a myeloproliferative neoplasm (MPN) with a BCR activator of RhoGEF and GTPase (BCR)-JAK2 fusion with initial hematologic response to ruxolitinib who rapidly developed B-lymphoid blast transformation. We analyzed pre-ruxolitinib and blast transformation samples using genome sequencing, DNA mate-pair sequencing (MPseq), RNA sequencing (RNA-seq), and chromosomal microarray to characterize possible mechanisms of resistance. No resistance mutations in the BCR-JAK2 fusion gene or transcript were identified, and fusion transcript expression levels remained stable. However, at the time of blast transformation, MPseq detected a new IKZF1 copy-number loss, which is predicted to result in loss of normal IKZF1 protein translation. RNA-seq revealed significant upregulation of genes negatively regulated by IKZF1, including IL7R and CRLF2. Disease progression was also characterized by adaptation to an activated B-cell receptor (BCR)-like signaling phenotype, with marked upregulation of genes such as CD79A, CD79B, IGLL1, VPREB1, BLNK, ZAP70, RAG1, and RAG2. In summary, IKZF1 deletion and a switch from cytokine dependence to activated BCR-like signaling phenotype represent putative mechanisms of ruxolitinib resistance in this case, recapitulating preclinical data on resistance to JAK inhibition in CRLF2-rearranged Philadelphia chromosome-like acute lymphoblastic leukemia., (© 2021 by The American Society of Hematology.)
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- 2021
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25. Measurement of cell volume using in-line digital holography.
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Ling H, Sridhar K, Gollapudi S, Kumar J, and Ohgami RS
- Subjects
- Humans, Microscopy, Cell Size, Holography methods
- Abstract
The measurement of the volume of blood cells is important for clinical diagnosis and patient management. While digital holography microscopy has been used to obtain such information, previous off-axis setups usually involve a separated reference beam and are thus not very easy to implement. Here, we use the simple in-line Gabor setup without separation of a reference beam to measure the shape and volume of cells mounted on glass slides. Inherent to the in-line holograms, the reconstructed phase of the object is affected by the virtual image noise, producing errors in the cell volume measurement. We optimized our approach to use a single hologram without phase retrieval, increasing distance between cell and hologram plane to reduce the measurement error of cell volume to less than 6% in some instances. Therefore, the in-line Gabor setup can be a useful and simple tool to obtain volumetric and morphologic cellular information., (© The Author(s) 2021. Published by Oxford University Press on behalf of The Japanese Society of Microscopy. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2021
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26. A Case of EBV-Negative Aggressive NK-cell Leukemia: Use of Next-Generation Sequencing in Demystifying a Diagnostic Dilemma and Guiding Clinical Care.
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Kennedy VE, Ruiz-Cordero R, Jangam D, Wen KW, Dunavin N, Ohgami RS, Bhargava P, Ai W, and Fakhri B
- Subjects
- Biopsy, Bone Marrow pathology, DNA Mutational Analysis, Diagnosis, Differential, Herpesvirus 4, Human isolation & purification, High-Throughput Nucleotide Sequencing, Humans, Leukemia, Large Granular Lymphocytic genetics, Leukemia, Large Granular Lymphocytic pathology, Lymphoma, Extranodal NK-T-Cell diagnosis, Lymphoma, Extranodal NK-T-Cell genetics, Male, Middle Aged, Skin pathology, Skin Neoplasms genetics, Skin Neoplasms pathology, Tumor Necrosis Factor alpha-Induced Protein 3 genetics, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Biomarkers, Tumor genetics, Leukemia, Large Granular Lymphocytic diagnosis, Skin Neoplasms diagnosis
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- 2021
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27. Shared B cell memory to coronaviruses and other pathogens varies in human age groups and tissues.
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Yang F, Nielsen SCA, Hoh RA, Röltgen K, Wirz OF, Haraguchi E, Jean GH, Lee JY, Pham TD, Jackson KJL, Roskin KM, Liu Y, Nguyen K, Ohgami RS, Osborne EM, Nadeau KC, Niemann CU, Parsonnet J, and Boyd SD
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Aging, Child, Preschool, Cross Reactions, Ebolavirus immunology, Female, Fetal Blood immunology, Genes, Immunoglobulin, Humans, Immunoglobulin Class Switching, Immunoglobulin D genetics, Immunoglobulin D immunology, Immunoglobulin Heavy Chains immunology, Immunoglobulin M genetics, Immunoglobulin M immunology, Infant, Lymph Nodes immunology, Male, Middle Aged, Receptors, Antigen, B-Cell immunology, Somatic Hypermutation, Immunoglobulin, Spleen immunology, Young Adult, Antibodies, Viral immunology, B-Lymphocytes immunology, Coronavirus immunology, Immunologic Memory, SARS-CoV-2 immunology
- Abstract
Vaccination and infection promote the formation, tissue distribution, and clonal evolution of B cells, which encode humoral immune memory. We evaluated pediatric and adult blood and deceased adult organ donor tissues to determine convergent antigen-specific antibody genes of similar sequences shared between individuals. B cell memory varied for different pathogens. Polysaccharide antigen-specific clones were not exclusive to the spleen. Adults had higher clone frequencies and greater class switching in lymphoid tissues than blood, while pediatric blood had abundant class-switched convergent clones. Consistent with reported serology, prepandemic children had class-switched convergent clones to severe acute respiratory syndrome coronavirus 2 with weak cross-reactivity to other coronaviruses, while adult blood or tissues showed few such clones. These results highlight the prominence of early childhood B cell clonal expansions and cross-reactivity for future responses to novel pathogens., (Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)
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- 2021
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28. A meta-analysis of SARS-CoV-2 patients identifies the combinatorial significance of D-dimer, C-reactive protein, lymphocyte, and neutrophil values as a predictor of disease severity.
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Singh K, Mittal S, Gollapudi S, Butzmann A, Kumar J, and Ohgami RS
- Subjects
- Automation, Laboratory, Biomarkers analysis, C-Reactive Protein immunology, COVID-19 immunology, COVID-19 pathology, COVID-19 virology, Female, Fibrin Fibrinogen Degradation Products immunology, Hematology instrumentation, Humans, Leukocyte Count, Male, Models, Statistical, Neutrophils immunology, Neutrophils virology, Predictive Value of Tests, Retrospective Studies, SARS-CoV-2 immunology, Severity of Illness Index, T-Lymphocytes immunology, T-Lymphocytes virology, C-Reactive Protein metabolism, COVID-19 diagnosis, Fibrin Fibrinogen Degradation Products metabolism, Neutrophils pathology, SARS-CoV-2 pathogenicity, T-Lymphocytes pathology
- Abstract
Background: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), known to be the causative agent of COVID-19, has led to a worldwide pandemic. At presentation, individual clinical laboratory blood values, such as lymphocyte counts or C-reactive protein (CRP) levels, may be abnormal and associated with disease severity. However, combinatorial interpretation of these laboratory blood values, in the context of COVID-19, remains a challenge., Methods: To assess the significance of multiple laboratory blood values in patients with SARS-CoV-2 and develop a COVID-19 predictive equation, we conducted a literature search using PubMed to seek articles that included defined laboratory data points along with clinical disease progression. We identified 9846 papers, selecting primary studies with at least 20 patients for univariate analysis to identify clinical variables predicting nonsevere and severe COVID-19 cases. Multiple regression analysis was performed on a training set of patient studies to generate severity predictor equations, and subsequently tested on a validation cohort of 151 patients who had a median duration of observation of 14 days., Results: Two COVID-19 predictive equations were generated: one using four variables (CRP, D-dimer levels, lymphocyte count, and neutrophil count), and another using three variables (CRP, lymphocyte count, and neutrophil count). In adult and pediatric populations, the predictive equations exhibited high specificity, sensitivity, positive predictive values, and negative predictive values., Conclusion: Using the generated equations, the outcomes of COVID-19 patients can be predicted using commonly obtained clinical laboratory data. These predictive equations may inform future studies evaluating the long-term follow-up of COVID-19 patients., (© 2020 John Wiley & Sons Ltd.)
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- 2021
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29. Point Mutation Specific Antibodies in B-Cell and T-Cell Lymphomas and Leukemias: Targeting IDH2, KRAS, BRAF and Other Biomarkers RHOA, IRF8, MYD88, ID3, NRAS, SF3B1 and EZH2.
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Singh K, Gollapudi S, Mittal S, Small C, Kumar J, and Ohgami RS
- Abstract
B-cell and T-cell lymphomas and leukemias often have distinct genetic mutations that are diagnostically defining or prognostically significant. A subset of these mutations consists of specific point mutations, which can be evaluated using genetic sequencing approaches or point mutation specific antibodies. Here, we describe genes harboring point mutations relevant to B-cell and T-cell malignancies and discuss the current availability of these targeted point mutation specific antibodies. We also evaluate the possibility of generating novel antibodies against known point mutations by computationally assessing for chemical and structural features as well as epitope antigenicity of these targets. Our results not only summarize several genetic mutations and identify existing point mutation specific antibodies relevant to hematologic malignancies, but also reveal potential underdeveloped targets which merit further study.
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- 2021
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30. A Review of Genetic Abnormalities in Unicentric and Multicentric Castleman Disease.
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Butzmann A, Kumar J, Sridhar K, Gollapudi S, and Ohgami RS
- Abstract
Castleman disease (CD) is a rare lymphoproliferative disorder known to represent at least four distinct clinicopathologic subtypes. Large advancements in our clinical and histopathologic description of these diverse diseases have been made, resulting in subtyping based on number of enlarged lymph nodes (unicentric versus multicentric), according to viral infection by human herpes virus 8 (HHV-8) and human immunodeficiency virus (HIV), and with relation to clonal plasma cells (POEMS). In recent years, significant molecular and genetic abnormalities associated with CD have been described. However, we continue to lack a foundational understanding of the biological mechanisms driving this disease process. Here, we review all cases of CD with molecular abnormalities described in the literature to date, and correlate cytogenetic, molecular, and genetic abnormalities with disease subtypes and phenotypes. Our review notes complex karyotypes in subsets of cases, specific mutations in PDGFRB N666S in 10% of unicentric CD (UCD) and NCOA4 L261F in 23% of idiopathic multicentric CD (iMCD) cases. Genes affecting chromatin organization and abnormalities in methylation are seen more commonly in iMCD while abnormalities within the mitogen-activated protein kinase (MAPK) and interleukin signaling pathways are more frequent in UCD. Interestingly, there is a paucity of genetic studies evaluating HHV-8 positive multicentric CD (HHV-8+ MCD) and POEMS-associated CD. Our comprehensive review of genetic and molecular abnormalities in CD identifies subtype-specific and novel pathways which may allow for more targeted treatment options and unique biologic therapies.
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- 2021
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31. Hypodiploid B-Lymphoblastic Leukemia Presenting as an Isolated Orbital Mass Prior to Systemic Involvement: A Case Report and Review of the Literature.
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Wang L, Ashraf DC, Kinde B, Ohgami RS, Kumar J, and Kersten RC
- Abstract
We describe a 4-year-old boy who presented with progressive right periorbital edema and proptosis, with no systemic symptoms, who was found to have B-lymphoblastic leukemia (B-ALL). Magnetic resonance imaging (MRI) showed an enhancing mass centered in the right superolateral extraconal orbit. Orbital biopsy was consistent with B-ALL (CD99, TdT, LCA cocktail, CD34, CD79, CD10, PAX5, MIB1 positive; CD3, CD20 negative). A subsequent bone marrow aspirate confirmed a diagnosis of B-ALL with 80% blasts by flow cytometry and haploid cytogenetic findings. The patient improved clinically after chemotherapy. There are seven cases previously reported in the literature with hematogenous orbital masses at initial presentation of childhood ALL, but all with systemic symptoms or an abnormal complete blood count (CBC) at presentation. Our case is the first report in which an orbital mass preceded detectable systemic or laboratory evidence of ALL. This patient highlights the importance of differentiating benign causes of eyelid swelling from malignant ones.
- Published
- 2020
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32. Primary Central Nervous System Lymphomas: A Diagnostic Overview of Key Histomorphologic, Immunophenotypic, and Genetic Features.
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Lauw MIS, Lucas CG, Ohgami RS, and Wen KW
- Abstract
Primary central nervous system lymphoma (PCNSL) is a rare form of extranodal non-Hodgkin lymphoma that primarily arises in the brain, spinal cord, leptomeninges, and vitreoretinal compartment of the eye. The term is sometimes used interchangeably with primary central nervous system diffuse large B-cell lymphoma (PCNS DLBCL) because DLBCL comprises a great majority (90-95%) of PCNSL. Although rare, other types of lymphomas can be seen in the central nervous system (CNS), and familiarity with these entities will help their recognition and further workup in order to establish the diagnosis. The latter is especially important in the case of PCNSL where procurement of diagnostic specimen is often challenging and yields scant tissue. In this review, we will discuss the most common types of primary lymphomas that can be seen in the CNS with emphasis on the diagnostic histomorphologic, immunophenotypic, and molecular genetic features. The differential diagnostic approach to these cases and potential pitfalls will also be discussed.
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- 2020
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33. TBL1XR1 Mutations in Primary Marginal Zone Lymphomas of Ocular Adnexa are Associated with Unique Morphometric Phenotypes.
- Author
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Jangam D, Sridhar K, Butzmann A, Samghabadi P, Plowey ED, and Ohgami RS
- Subjects
- Adult, Aged, Aged, 80 and over, Conjunctival Neoplasms pathology, DNA Mutational Analysis, Female, Humans, Lymphoma, B-Cell, Marginal Zone pathology, Male, Middle Aged, Phenotype, Conjunctival Neoplasms genetics, Frameshift Mutation, Lymphoma, B-Cell, Marginal Zone genetics, Receptors, Cytoplasmic and Nuclear genetics, Repressor Proteins genetics
- Abstract
Purpose: Extranodal marginal zone B-cell lymphoma (EMZL) of mucosa-associated lymphoid tissue (MALT) that affects the ocular adnexa, also known as ocular adnexal MALT lymphomas (OAML), are low-grade lymphomas that mostly affect elderly individuals. This study was conducted to explore the genetic and microbial drivers of OMAL, and unique morphometric phenotypes associated with these mutations and infections., Materials and Methods: In this study, we performed targeted deep sequencing of 8 OAML cases to identify its potential genetic and microbial drivers. We additionally performed computational digital image analysis of cases to determine if morphologic features corresponded to genetic mutations and disease biology., Results: We identified TBL1XR1 as recurrently mutated in OAML (4/8), and mutations in several other oncogenes, tumor suppressors, transcription regulators, and chromatin remodeling genes. Morphologically, OAML cases with mutations in TBL1XR1 showed lymphoma cells with significantly lower circularity and solidity by computational digital image analysis ( p -value <0.0001). Additionally, cases of OAML with mutations in TBL1XR1 showed equivalent or increased vascular density compared to cases without mutations in TBL1XR1. Finally, we did not find any infectious microbial organisms associated with OAML., Conclusions: Our study showed recurrent mutations in TBL1XR1 are associated with unique morphometric phenotypes in OMAL cases. Additionally, mutations in genes associated with the methylation status of histone 3, nuclear factor (NF)-κB pathway, and NOTCH pathway were enriched in OMAL cases. Our findings have biologic and clinical implications as mutations in TBL1XR1 and other genes have the potential to be used as markers for the diagnosis of OAML, and also demonstrate a specific biologic phenotypic manifestation of TBL1XR1 mutations.
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- 2020
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34. LIM domain only 2 (LMO2) expression distinguishes T-lymphoblastic leukemia/lymphoma from indolent T-lymphoblastic proliferations.
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Brar N, Butzmann A, Kumar J, Peerani R, Morgan EA, Grigoriadis G, Kumar B, Tatarczuch RM, Warnke RA, and Ohgami RS
- Subjects
- Adult, Aged, Diagnosis, Differential, Female, Humans, Hyperplasia pathology, Immunohistochemistry, Lymphoproliferative Disorders diagnosis, Lymphoproliferative Disorders pathology, Male, Middle Aged, Precursor T-Cell Lymphoblastic Leukemia-Lymphoma metabolism, Retrospective Studies, LIM Domain Proteins metabolism, Lymphoma, T-Cell diagnosis, Lymphoma, T-Cell pathology, Precursor Cell Lymphoblastic Leukemia-Lymphoma diagnosis, Precursor Cell Lymphoblastic Leukemia-Lymphoma pathology
- Abstract
Aims: An indolent T-lymphoblastic proliferation (iT-LBP) is a benign, reactive expansion of immature terminal deoxynucleotidyl transferase (TdT)-positive T cells found in extrathymic tissues. iT-LBP can be challenging to distinguish from malignant processes, specifically T-lymphoblastic lymphoma (T-LBL), given the overlapping clinical and histological features. Recently, it has been shown that LIM domain only 2 (LMO2) is overexpressed in T-LBL but not in reactive immature TdT+ T cells in the thymus. On the basis of these findings, the aim of this study was to investigate the expression of LMO2 by using immunohistochemistry and its role in differentiating iT-LBPs from T-LBLs., Methods and Results: We retrospectively identified cases of iT-LBP and T-LBL from the pathology archives of four institutions. Seven iT-LBP cases (including five new cases that have not been reported in the literature) and 13 T-LBL cases were analysed. Clinical, morphological, immunophenotypic and molecular data were analysed. Immunohistochemical staining with LMO2 was performed on all iT-LBP and T-LBL cases. A review of five new iT-LBP cases showed similar morphological, immunophenotypic and molecular features to those of previously reported cases. All iT-LBP cases were negative for LMO2 (0/7), whereas 92% of T-LBL cases (12/13) expressed LMO2; the sensitivity was 92% (confidence interval 64-100%) and the specificity was 100% (confidence interval 59-100%)., Conclusion: We confirm previously published findings that iT-LBP cases show highly overlapping morphological and immunophenotypic features with T-LBL. Importantly, LMO2 expression is a sensitive and specific marker with which to rule out iT-LBP., (© 2020 John Wiley & Sons Ltd.)
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- 2020
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35. Artificial Intelligence in Pathology: A Simple and Practical Guide.
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Yao K, Singh A, Sridhar K, Blau JL, and Ohgami RS
- Subjects
- High-Throughput Nucleotide Sequencing, Humans, Machine Learning, Artificial Intelligence, Pathology
- Abstract
Artificial intelligence (AI) is having an increasing impact on the field of pathology, as computation techniques allow computers to perform tasks previously performed by people. Here, we offer a simple and practical guide to AI methods used in pathology, such as digital image analysis, next-generation sequencing, and natural language processing. We not only provide a comprehensive review, but also discuss relevant history and future directions of AI in pathology. We additionally provide a short tabular dictionary of AI terminology which will help practicing pathologists and researchers to understand this field.
- Published
- 2020
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36. A comprehensive analysis of RHOA mutation positive and negative angioimmunoblastic T-cell lymphomas by targeted deep sequencing, expression profiling and single cell digital image analysis.
- Author
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Butzmann A, Sridhar K, Jangam D, Kumar J, Sahoo MK, Shahmarvand N, Warnke R, Rangasamy E, Pinsky BA, and Ohgami RS
- Subjects
- Adult, Aged, Biomarkers, Tumor genetics, Female, High-Throughput Nucleotide Sequencing methods, Humans, Isocitrate Dehydrogenase genetics, Male, Middle Aged, Immunoblastic Lymphadenopathy genetics, Lymphoma, T-Cell genetics, Mutation genetics, rhoA GTP-Binding Protein genetics
- Abstract
Angioimmunoblastic T‑cell lymphoma (AITL) is a uniquely aggressive mature T‑cell neoplasm. In recent years, recurrent genetic mutations in ras homolog family member A (RHOA), tet methylcytosine dioxygenase 2 (TET2), DNA methyltransferase 3 alpha (DNMT3A) and isocitrate dehydrogenase [NADP(+)] 2 (IDH2) have been identified as associated with AITL. However, a deep molecular study assessing both DNA mutations and RNA expression profile combined with digital image analysis is lacking. The present study aimed to evaluate the significance of molecular and morphologic features by high resolution digital image analysis in several cases of AITL. To do so, a total of 18 separate tissues from 10 patients with AITL were collected and analyzed. The results identified recurrent mutations in RHOA, TET2, DNMT3A, and IDH2, and demonstrated increased DNA mutations in coding, promoter and CCCTC binding factor (CTCF) binding sites in RHOA mutated AITLs vs. RHOA non‑mutated cases, as well as increased overall survival in RHOA mutated patients. In addition, single cell computational digital image analysis morphologically characterized RHOA mutated AITL cells as distinct from cells from RHOA mutation negative patients. Computational analysis of single cell morphological parameters revealed that RHOA mutated cells have decreased eccentricity (more circular) compared with RHOA non‑mutated AITL cells. In conclusion, the results from the present study expand our understanding of AITL and demonstrate that there are specific cell biological and morphological manifestations of RHOA mutations in cases of AITL.
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- 2020
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37. A Long-Term Study of Persistent Sézary Syndrome: Evidence for Antigen Shift by Multiparameter Flow Cytometry and Its Significance in Overall Survival.
- Author
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Hoffmann JC, Atwater SK, Hong E, Kumar J, Khodadoust M, Kim Y, and Ohgami RS
- Subjects
- Adult, Aged, Aged, 80 and over, Antigens, Neoplasm analysis, Female, Humans, Male, Middle Aged, Retrospective Studies, Antigens, Neoplasm immunology, Flow Cytometry methods, Immunophenotyping methods, Sezary Syndrome immunology, Skin Neoplasms immunology
- Abstract
Sézary syndrome (SS) is a peripheral T-cell lymphoma characterized by erythroderma, diffuse lymphadenopathy, and circulating neoplastic T cells, which classically show a helper T-cell immunophenotype with loss of CD7 and CD26. Flow cytometry is often used to identify and enumerate populations of Sézary cells in the peripheral blood; however, the significance and frequency of antigen shift over time is unclear. In this article, we follow the immunophenotype of the neoplastic T-cell population from 28 patients with SS across 415 flow cytometry studies. Antigen shift for each patient was assigned as none, minimal = 1-2 markers by 1°, moderate = up to 3 markers, or marked ≥ 4 markers. Sixty-four percent (18/28) of patients showed antigen shift, and among those with antigen shift, the majority showed minimal (8/18) or moderate antigen shift (7/18) with fewer demonstrating marked shift (3/18). Patients without antigen shift showed a trend toward improved overall survival in comparison with patients demonstrating any degree of antigen shift. Antigen shift is seen in a significant proportion of cases of SS with long-term follow-up and may be a marker of more aggressive disease.
- Published
- 2020
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38. Complexities in the diagnosis of large B-cell lymphomas, classic Hodgkin lymphomas and overlapping peripheral T-cell lymphomas simplified: An evidence-based guide.
- Author
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Wen KW, Fakhri B, Menke J, Ruiz-Cordero R, Gill RM, and Ohgami RS
- Subjects
- Evidence-Based Medicine, Humans, Hodgkin Disease diagnosis, Lymphoma, Large B-Cell, Diffuse diagnosis, Lymphoma, T-Cell, Peripheral diagnosis
- Abstract
The diagnosis of a large B-cell lymphoma and classic Hodgkin lymphoma (CHL) is often straightforward. However, in select circumstances, these simple diagnoses can be quite complex. In part, diagnostic difficulty may be due to uncertainty in the evaluation of morphologic and immunophenotypic features along a biologic continuum, or alternatively arise from uncertainty in predicting the behavior and outcomes of patients. Here, we systematically discuss and review areas of diagnostic difficulty in the diagnosis of large B-cell lymphomas (LBCL), classic Hodgkin lymphomas (CHL) and peripheral T-cell lymphomas (PTCL). We provide careful data-driven analyses and evidence-based approaches to help guide pathologists and clinicians. We discuss: 1) marginal zone lymphomas with increased large cells versus diffuse large B-cell lymphoma (DLBCL), 2) chronic lymphocytic leukemia with expanded proliferation centers versus diffuse large B-cell lymphoma (DLBCL), 3) chronic lymphocytic leukemia with Hodgkin/Reed-Sternberg-like cells versus CHL arising from chronic lymphocytic leukemia, 4) complex cases of follicular lymphoma versus DLBCL, 5) PTCL with large B-cell proliferations versus PTCL with LBCL, 6) PTCL with Hodgkin/Reed-Sternberg-like cells versus CHL, and finally 7) blastoid/pleomorphic mantle cell lymphoma versus DLBCL. Our evidence and data driven approach may serve as a useful diagnostic guide., Competing Interests: Declaration of competing interest None declared., (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Published
- 2020
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39. Multiplexed single-cell morphometry for hematopathology diagnostics.
- Author
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Tsai AG, Glass DR, Juntilla M, Hartmann FJ, Oak JS, Fernandez-Pol S, Ohgami RS, and Bendall SC
- Subjects
- Hematopoietic Stem Cells pathology, Humans, Lamins metabolism, Leukocyte Common Antigens metabolism, Myeloid Cells pathology, R-SNARE Proteins metabolism, Leukemia diagnosis, Leukemia pathology, Lymphoma diagnosis, Lymphoma pathology, Single-Cell Analysis methods
- Abstract
The diagnosis of lymphomas and leukemias requires hematopathologists to integrate microscopically visible cellular morphology with antibody-identified cell surface molecule expression. To merge these into one high-throughput, highly multiplexed, single-cell assay, we quantify cell morphological features by their underlying, antibody-measurable molecular components, which empowers mass cytometers to 'see' like pathologists. When applied to 71 diverse clinical samples, single-cell morphometric profiling reveals robust and distinct patterns of 'morphometric' markers for each major cell type. Individually, lamin B1 highlights acute leukemias, lamin A/C helps distinguish normal from neoplastic mature T cells, and VAMP-7 recapitulates light-cytometric side scatter. Combined with machine learning, morphometric markers form intuitive visualizations of normal and neoplastic cellular distribution and differentiation. When recalibrated for myelomonocytic blast enumeration, this approach is superior to flow cytometry and comparable to expert microscopy, bypassing years of specialized training. The contextualization of traditional surface markers on independent morphometric frameworks permits more sensitive and automated diagnosis of complex hematopoietic diseases.
- Published
- 2020
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40. Molecular Discordance between Myeloid Sarcomas and Concurrent Bone Marrows Occurs in Actionable Genes and Is Associated with Worse Overall Survival.
- Author
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Werstein B, Dunlap J, Cascio MJ, Ohgami RS, Fan G, Press R, and Raess PW
- Subjects
- Adult, Aged, Biopsy, Female, Gene Expression Profiling, Gene Frequency, High-Throughput Nucleotide Sequencing, Humans, Immunophenotyping, Karyotype, Male, Middle Aged, Mutation, Prognosis, Sarcoma, Myeloid mortality, Biomarkers, Tumor genetics, Bone Marrow pathology, Oncogenes, Sarcoma, Myeloid diagnosis, Sarcoma, Myeloid etiology
- Abstract
Myeloid sarcoma is a rare, architecture-effacing proliferation of myeloid blasts localized to an extramedullary site, with or without concurrent bone marrow involvement. Clonal heterogeneity results from acquisition of somatic mutations within different subclones of leukemic cells. It was hypothesized that clonal heterogeneity between myeloid sarcomas and concurrent bone marrow biopsies might be present, given their differing biological features and microenvironment. High-throughput sequencing of the largest series (n = 24) of paired myeloid sarcomas and bone marrow biopsies was performed. One third of myeloid sarcomas (8/24) showed discordant molecular profiles, and 75% (n = 6) of these cases had discordant mutations in genes with prognostic significance or molecularly targeted therapies. Patients with molecularly discordant myeloid sarcoma had significantly worse overall survival (median survival, 195 days versus not reached, hazard ratio, 3.3, P < 0.05). Further investigation into molecular discordance between myeloid sarcoma and concurrent bone marrow biopsies may help in understanding clonal evolution of myeloid neoplasms and mechanisms regulating extramedullary blast localization., (Copyright © 2020 American Society for Investigative Pathology and the Association for Molecular Pathology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
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41. Indolent In Situ B-Cell Neoplasms With MYC Rearrangements Show Somatic Mutations in MYC and TNFRSF14 by Next-generation Sequencing.
- Author
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Kumar J, Butzmann A, Wu S, Easly S, Zehnder JL, Warnke RA, Bangs CD, Jangam D, Cherry A, Lau J, Nybakken G, and Ohgami RS
- Subjects
- Aged, Genetic Predisposition to Disease, Humans, In Situ Hybridization, Fluorescence, Lymphoma, B-Cell pathology, Lymphoma, B-Cell surgery, Male, Middle Aged, Phenotype, Predictive Value of Tests, Treatment Outcome, Biomarkers, Tumor genetics, DNA Mutational Analysis methods, Gene Rearrangement, High-Throughput Nucleotide Sequencing, Lymphoma, B-Cell genetics, Mutation, Proto-Oncogene Proteins c-myc genetics, Receptors, Tumor Necrosis Factor, Member 14 genetics
- Abstract
Systemic high-grade B-cell lymphomas (HGBCLs) with MYC gene rearrangements are clinically aggressive. In situ lesions with indolent behavior have not been described to date. We have identified 2 cases of in situ B-cell neoplasms with MYC rearrangements (IS-BCN, MYC) occurring, and focally confined to ≤4 lymphoid follicles in otherwise healthy individuals and without clinical progression despite minimal intervention (surgical only). Morphologically similar to systemic HGBCLs, the low power view of these lesions showed a starry sky pattern with numerous mitotic figures. High power imaging demonstrated these cells to be medium-large in size with irregular nuclear contours, immature chromatin, and prominent nucleoli. Immunophenotypically these cells were light chain restricted, positive for CD20, CD10, c-Myc, and dim or negative for BCL2 with a Ki67 proliferative index of >95%. By fluorescence in situ hybridization studies, we detected MYC translocations in these cells but no rearrangements in BCL2 or BCL6. Microdissection of neoplastic cells in these patients followed by targeted next-generation sequencing identified a mutation in MYC, D2N, and an indel in TNFRSF14. Mutations in ID3 or TCF3 were not identified. Although rare, these lesions should be separated from HGBCLs involving follicles but with systemic spread which has been previously described. Unlike systemic lymphomas with MYC gene rearrangements, these in situ B-cell neoplasms with MYC rearrangements did not require systemic therapy and no progression has been seen in either patient beyond 1 year (29 and 16 mo). Our work offers pathologic and biologic insight into the early process of B-cell neoplasia.
- Published
- 2019
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42. Rosai-Dorfman Disease of the Breast With Variable IgG4+ Plasma Cells: A Diagnostic Mimicker of Other Malignant and Reactive Entities.
- Author
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Hoffmann JC, Lin CY, Bhattacharyya S, Weinberg OK, Chisholm KM, Bayerl M, Cascio M, Venkataraman G, Allison K, Troxell M, Chang CC, Bagg A, George TI, O'Malley D, and Ohgami RS
- Subjects
- Adolescent, Adult, Aged, Breast chemistry, Breast pathology, Breast Diseases metabolism, Breast Diseases pathology, Diagnosis, Differential, Emperipolesis, Female, Fibrosis, Histiocytosis, Sinus metabolism, Histiocytosis, Sinus pathology, Humans, Inflammatory Breast Neoplasms chemistry, Inflammatory Breast Neoplasms pathology, Mastitis metabolism, Mastitis pathology, Middle Aged, Plasma Cells chemistry, Plasma Cells pathology, Prognosis, S100 Proteins analysis, United States, Young Adult, Breast immunology, Breast Diseases immunology, Histiocytosis, Sinus immunology, Immunoglobulin G analysis, Inflammatory Breast Neoplasms immunology, Mastitis immunology, Plasma Cells immunology
- Abstract
Rosai-Dorfman disease (RDD) is an uncommon disorder, characterized by an atypical expansion of histiocytes which classically shows emperipolesis and immunoreactivity with S-100 protein. RDD affects the lymph nodes as well as extranodal sites; however, RDD of the breast is exceptionally rare. Herein, we describe the histopathologic features of 22 cases of RDD occurring in the breast, with an emphasis on the differential diagnosis. All cases were notable for an exuberant lymphocytic infiltrate with and without germinal center formation, and the majority (19/22) showed numerous plasma cells: 5 to 132/high-power field (HPF). IgG and IgG4 immunohistochemical stains were available for 13 cases; in no instance were criteria for IgG4-related sclerosing disease met, though in a single case the IgG4/IgG ratio was increased to 25%. Sclerosis was present in the majority of cases (18/22), and was frequently prominent. RDD cells showing emperipolesis were present in all cases (22/22), and ranged from rare (<1/50 HPF) to numerous (>50/50 HPF). Two of the cases in our series were initially misdiagnosed as inflammatory myofibroblastic tumor and plasma cell mastitis with granulomatous inflammation. As emperipolesis can be indistinct, the presence of stromal fibrosis and a prominent lymphoplasmacytic inflammatory infiltrate should prompt a careful search for the characteristic histiocytes, which can be aided by the use of S-100 immunohistochemistry.
- Published
- 2019
- Full Text
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43. Revisiting diagnostic criteria for myelodysplastic/myeloproliferative neoplasms with ring sideroblasts and thrombocytosis: Borderline cases without anemia exist.
- Author
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Li P, Shahmarvand N, Lynch D, Gotlib JR, Merker JD, Zehnder JL, George TI, and Ohgami RS
- Subjects
- Aged, 80 and over, Anemia, Sideroblastic etiology, Biomarkers, Biopsy, Bone Marrow pathology, Bone Marrow Cells pathology, Cytogenetic Analysis, Female, Flow Cytometry, High-Throughput Nucleotide Sequencing, Humans, Janus Kinase 2 genetics, Male, Middle Aged, Mutation, Myelodysplastic-Myeloproliferative Diseases complications, Myelodysplastic-Myeloproliferative Diseases etiology, Phosphoproteins genetics, RNA Splicing Factors genetics, Sequence Analysis, DNA, Thrombocytosis etiology, Anemia, Sideroblastic blood, Myelodysplastic-Myeloproliferative Diseases blood, Myelodysplastic-Myeloproliferative Diseases diagnosis, Thrombocytosis blood
- Abstract
Introduction: Myelodysplastic/myeloproliferative neoplasm with ring sideroblasts and thrombocytosis (MDS/MPN-RS-T) is a rare disease in the 2016 revised World Health Organization (WHO) classification. Diagnostic criteria include the following: persistent thrombocytosis (>450 × 10
9 /L) with clustering of atypical megakaryocytes, refractory anemia, dyserythropoiesis with ring sideroblasts, and the presence of the spliceosome factor 3b subunit (SF3B1) mutation. It is unclear if anemia should be a required criterion for this diagnosis as cases which show all other features of MDS/MPN-RS-T but without anemia exist., Methods: We searched for borderline cases of MDS/MPN-RS-T in which refractory anemia was absent at diagnosis in two major academic institutes., Results: Three cases without anemia were identified. These cases all showed other classic morphologic and clinical features of MDS/MPN-RS-T, including thrombocytosis, atypical megakaryocytes with clustering, and characteristic SF3B1 and JAK2 V617F mutations., Conclusion: Given these findings, the requirement of refractory anemia as a diagnostic criterion for MDS/MPN-RS-T should be re-evaluated. Removal of refractory anemia as a diagnostic criterion would incorporate current borderline cases and extend the spectrum of this disorder., (© 2019 John Wiley & Sons Ltd.)- Published
- 2019
- Full Text
- View/download PDF
44. Molecular genetic testing methodologies in hematopoietic diseases: current and future methods.
- Author
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Sridhar K, Singh A, Butzmann A, Jangam D, and Ohgami RS
- Subjects
- Cell-Free Nucleic Acids blood, Hematologic Diseases blood, Humans, Cell-Free Nucleic Acids genetics, Hematologic Diseases diagnosis, Hematologic Diseases genetics, High-Throughput Nucleotide Sequencing methods, Polymerase Chain Reaction methods
- Abstract
Introduction: Rapid technological advancements in clinical molecular genetics have increased our diagnostic and prognostic capabilities in health care. Understanding these assays, as well as how they may change over time, is critical for pathologists, clinicians, and translational researchers alike., Methods: This review provides a practical summary and basic reference for current molecular genetic technologies, as well as new testing methodologies that are in use, gaining momentum, or anticipated to contribute more broadly in the future., Results: Here, we discuss DNA and RNA based methodologies including classic assays such as the polymerase chain reaction (PCR), Sanger sequencing, and microarrays, to more cutting-edge next-generation sequencing (NGS) based assays and emerging molecular technologies such as cell-free DNA (cfDNA) or circulating tumor DNA (ctDNA), and NGS-based detection of infectious disease organisms., Conclusion: This review serves as a basic foundation for knowledge in current and emerging clinical molecular genetic technologies., (© 2019 John Wiley & Sons Ltd.)
- Published
- 2019
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45. Case Study: Mechanism for Increased Follicular Helper T Cell Development in Activated PI3K Delta Syndrome.
- Author
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Thauland TJ, Pellerin L, Ohgami RS, Bacchetta R, and Butte MJ
- Subjects
- Adolescent, Alleles, Amino Acid Substitution, B-Lymphocytes immunology, B-Lymphocytes metabolism, CD4 Lymphocyte Count, Child, Class I Phosphatidylinositol 3-Kinases chemistry, Female, Humans, Immunophenotyping, Models, Biological, Models, Molecular, Mutation, Pedigree, Protein Conformation, Structure-Activity Relationship, T-Lymphocyte Subsets immunology, T-Lymphocyte Subsets metabolism, T-Lymphocytes, Helper-Inducer cytology, Class I Phosphatidylinositol 3-Kinases metabolism, Primary Immunodeficiency Diseases diagnosis, Primary Immunodeficiency Diseases etiology, T-Lymphocytes, Helper-Inducer immunology, T-Lymphocytes, Helper-Inducer metabolism
- Abstract
Gain-of-function variants in p110δ, the catalytic subunit of phosphatidylinositol 3-kinase (PI3K) expressed in lymphocytes, cause activated PI3-kinase δ syndrome (APDS), a primary immunodeficiency that is characterized by recurrent infections, viremia, lymphadenopathy, and autoimmunity. The mechanism of autoimmunity in APDS has not been well-understood. Here, we show the profound skewing of peripheral CD4
+ T cells to a T follicular helper (TFH ) phenotype in a patient with APDS bearing a novel p110δ variant, Y524S. We also saw a diminishment of transient Foxp3 expression in activated T cells. Mechanistic studies revealed that both the new variant and a previously described, pathogenic variant (E81K) enhanced an interaction between intracellular Osteopontin and p85α. This interaction had been shown in mice to promote TFH differentiation. Our results demonstrate a new influence of PI3K on human T cell differentiation that is unrelated to its lipid-kinase activity and suggest that TFH should be monitored in APDS patients.- Published
- 2019
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46. Expounding on the essence of epigenetic and genetic abnormalities in blastic plasmacytoid dendritic cell neoplasms.
- Author
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Lezama L and Ohgami RS
- Subjects
- Dendritic Cells, Epigenesis, Genetic, Genomics, Humans, Myeloproliferative Disorders, Skin Neoplasms
- Published
- 2019
- Full Text
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47. Histiocytic Sarcoma Associated With Follicular Lymphoma: Evidence for Dramatic Response With Rituximab and Bendamustine Alone and a Review of the Literature.
- Author
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Farris M, Hughes RT, Lamar Z, Soike MH, Menke JR, Ohgami RS, and Winkfield K
- Subjects
- Aged, Antineoplastic Combined Chemotherapy Protocols pharmacology, Bendamustine Hydrochloride pharmacology, Humans, Male, Prognosis, Rituximab pharmacology, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Bendamustine Hydrochloride therapeutic use, Histiocytic Sarcoma drug therapy, Lymphoma, Follicular drug therapy, Rituximab therapeutic use
- Abstract
Histiocytic sarcoma (HS) is a rare aggressive malignancy with a dismal prognosis and no agreed-upon standard treatment. Classically, the diagnosis of HS has been difficult to confirm and has relied on inaccurate, crude techniques. Therapy often involves intensive chemotherapeutic regimens, surgery, and/or radiotherapy, which are poorly tolerated with variable response rates. Patients often die of diffusely metastatic disease. Modern diagnostic techniques are helping to slowly uncover more uniquely customized therapeutic approaches in this enigmatic disease. We present a review of the current literature regarding HS diagnosis, treatment, and outcomes. Additionally, we describe the first reported case of HS transdifferentiated from follicular lymphoma that had a dramatic and durable response to rituximab/bendamustine alone as initial treatment. Unlike traditional chemotherapy regimens, this treatment was well tolerated and had a good toxicity profile. The combination of rituximab and bendamustine warrants further investigation in the treatment of HS, especially those originating from prior follicular lymphoma. Modern immunohistochemical and molecular profiling techniques are beginning to reveal heterogeneity among HS tumors and potentially therapeutic targets., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2019
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48. Super-Resolution Digital Pathology Image Processing of Bone Marrow Aspirate and Cytology Smears and Tissue Sections.
- Author
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Singh A and Ohgami RS
- Abstract
Background: Accurate digital pathology image analysis depends on high-quality images. As such, it is imperative to obtain digital images with high resolution for downstream data analysis. While hematoxylin and eosin (H&E)-stained tissue section slides from solid tumors contain three-dimensional information, these data have been ignored in digital pathology. In addition, in cytology and bone marrow aspirate smears, the three-dimensional nature of the specimen has precluded efficient analysis of such morphologic data. An individual image snapshot at a single focal distance is often not sufficient for accurate diagnoses and multiple whole-slide images at different focal distances are necessary for diagnostics., Materials and Methods: We describe a novel computational pipeline and processing program for obtaining a super-resolved image from multiple static images at different z-planes in overlapping but separate frames. This program, MULTI-Z, performs image alignment, Gaussian smoothing, and Laplacian filtering to construct a final super-resolution image from multiple images., Results: We applied this algorithm and program to images of cytology and H&E-stained sections and demonstrated significant improvements in both resolution and image quality by objective data analyses (24% increase in sharpness and focus)., Conclusions: With the use of our program, super-resolved images of cytology and H&E-stained tissue sections can be obtained to potentially allow for more optimal downstream computational analysis. This method is applicable to whole-slide scanned images., Competing Interests: There are no conflicts of interest.
- Published
- 2018
- Full Text
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49. An integrated flow cytometry analysis of 286 mature B cell neoplasms identifies CD13 as a useful marker for diagnostic subtyping.
- Author
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Lau H, Nagy A, Atwater SK, Cascio MJ, and Ohgami RS
- Subjects
- Adult, Aged, Aged, 80 and over, Case-Control Studies, Disease-Free Survival, Female, Hematologic Neoplasms mortality, Humans, Leukemia, B-Cell mortality, Lymphoma, B-Cell mortality, Male, Middle Aged, Survival Rate, Biomarkers, Tumor blood, CD13 Antigens blood, Flow Cytometry instrumentation, Flow Cytometry methods, Hematologic Neoplasms blood, Leukemia, B-Cell blood, Lymphoma, B-Cell blood, Neoplasm Proteins blood
- Abstract
Introduction: CD13 is a myeloid associated antigen, which may be expressed by a subset of B cell lymphomas; however, the significance of its expression along with other B cell associated antigens is not well characterized., Methods: Two hundred and eighty-six mature B cell neoplasms with flow cytometric analysis performed at the time of diagnosis were identified. Expression of CD13, CD45, CD19, CD20, CD5, CD10, CD38, CD22, CD23, FMC7, and kappa and lambda light chains was assessed for each case and correlated with clinicopathologic features., Results: CD13 expression was associated specifically with cases of lymphoplasmacytic lymphoma (LPL) (16/26)- and FMC7-positive chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL) (11/30). No cases of follicular lymphoma (FL) expressed CD13 (0/48). Across all B cell neoplasms, CD13 expression positively correlated with FMC7 co-expression and kappa light chain restriction and negatively correlated with CD10 co-expression and lambda light chain restriction. No significant association of CD13 with overall or disease free survival in B cell neoplasms was seen., Conclusion: CD13 expression is present more often in LPL- and FMC7-positive CLL/SLL than other mature B cell lymphoma subtypes and absent in cases of FL and may be a useful feature for diagnostic subtyping., (© 2018 John Wiley & Sons Ltd.)
- Published
- 2018
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50. An analysis of blastic plasmacytoid dendritic cell neoplasm with translocations involving the MYC locus identifies t(6;8)(p21;q24) as a recurrent cytogenetic abnormality.
- Author
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Sumarriva Lezama L, Chisholm KM, Carneal E, Nagy A, Cascio MJ, Yan J, Chang CC, Cherry A, George TI, and Ohgami RS
- Subjects
- Aged, Aged, 80 and over, Child, Child, Preschool, Chromosome Aberrations, Female, Genes, myc, Humans, Male, Retrospective Studies, Translocation, Genetic, Dendritic Cells pathology, Hematologic Neoplasms genetics, Hematologic Neoplasms pathology
- Abstract
Aims: Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is an aggressive neoplasm with leukaemic features and frequent skin involvement. Translocations involving the MYC locus have been recently identified as recurrent cytogenetic abnormalities in this entity. The aim of this study was to assess the clinicopathological, immunophenotypic and genetic features in MYC-rearranged BPDCN cases., Methods and Results: Pathology archives from six major institutes were queried for cases of BPDCN with 8q24 MYC translocations, and two cases were identified. A literature review identified 14 cases. Clinicopathological features, immunophenotype and cytogenetic and molecular data were reviewed. In these 16 MYC-rearranged cases, the median age at diagnosis was 70.5 years, and there was a male predominance. Whereas all cases showed marrow involvement, skin lesions (62.5%) and lymphadenopathy (50%) were variably seen. The median survival was 11 months. The median percentage of blasts in peripheral blood was 9%. All cases showed expression of CD4, with 10 of 16 being positive for CD56. HLA-DR, CD123, TCL1 and CD303 were positive in all cases tested. Cytogenetic analysis revealed a single recurrent translocation partner of MYC at 6p21 in 11 cases (69%), whereas four cases showed different MYC translocation partners (2p12, Xq24, 3p25, and 14q32). Interestingly, the group of patients with t(6;8)(p21;q24) showed an older median age at diagnosis (74 years) and a remarkably shorter median survival (3 months)., Conclusions: Translocations involving the 8q24 MYC locus more frequently manifest as t(6;8)(p21;q24), and, given its association with specific clinicopathological features suggesting even more aggressive behaviour, t(6;8)(p21;q24) indicate a genetically defined subgroup within BPDCN., (© 2018 John Wiley & Sons Ltd.)
- Published
- 2018
- Full Text
- View/download PDF
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