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Start Over Author "Lawrenson, K" Publisher nature publishing group
7 results on '"Lawrenson, K"'

1. Enrichment of putative PAX8 target genes at serous epithelial ovarian cancer susceptibility loci

Author

Kar, SP, Adler, E, Tyrer, J, Hazelett, D, Anton-Culver, H, Bandera, EV, Beckmann, MW, Berchuck, A, Bogdanova, N, Brinton, L, Butzow, R, Campbell, I, Carty, K, Chang-Claude, J, Cook, LS, Cramer, DW, Cunningham, JM, Dansonka-Mieszkowska, A, Doherty, JA, Doerk, T, Duerst, M, Eccles, D, Fasching, PA, Flanagan, J, Gentry-Maharaj, A, Glasspool, R, Goode, EL, Goodman, MT, Gronwald, J, Heitz, F, Hildebrandt, MAT, Hogdall, E, Hogdall, CK, Huntsman, DG, Jensen, A, Karlan, BY, Kelemen, LE, Kiemeney, LA, Kjaer, SK, Kupryjanczyk, J, Lambrechts, D, Levine, DA, Li, Q, Lissowska, J, Lu, KH, Lubinski, J, Massuger, LFAG, McGuire, V, McNeish, I, Menon, U, Modugno, F, Monteiro, AN, Moysich, KB, Ness, RB, Nevanlinna, H, Paul, J, Pearce, CL, Pejovic, T, Permuth, JB, Phelan, C, Pike, MC, Poole, EM, Ramus, SJ, Risch, HA, Rossing, MA, Salvesen, HB, Schildkraut, JM, Sellers, TA, Sherman, M, Siddiqui, N, Sieh, W, Song, H, Southey, M, Terry, KL, Tworoger, SS, Walsh, C, Wentzensen, N, Whittemore, AS, Wu, AH, Yang, H, Zheng, W, Ziogas, A, Freedman, ML, Gayther, SA, Pharoah, PDP, Lawrenson, K, Kar, SP, Adler, E, Tyrer, J, Hazelett, D, Anton-Culver, H, Bandera, EV, Beckmann, MW, Berchuck, A, Bogdanova, N, Brinton, L, Butzow, R, Campbell, I, Carty, K, Chang-Claude, J, Cook, LS, Cramer, DW, Cunningham, JM, Dansonka-Mieszkowska, A, Doherty, JA, Doerk, T, Duerst, M, Eccles, D, Fasching, PA, Flanagan, J, Gentry-Maharaj, A, Glasspool, R, Goode, EL, Goodman, MT, Gronwald, J, Heitz, F, Hildebrandt, MAT, Hogdall, E, Hogdall, CK, Huntsman, DG, Jensen, A, Karlan, BY, Kelemen, LE, Kiemeney, LA, Kjaer, SK, Kupryjanczyk, J, Lambrechts, D, Levine, DA, Li, Q, Lissowska, J, Lu, KH, Lubinski, J, Massuger, LFAG, McGuire, V, McNeish, I, Menon, U, Modugno, F, Monteiro, AN, Moysich, KB, Ness, RB, Nevanlinna, H, Paul, J, Pearce, CL, Pejovic, T, Permuth, JB, Phelan, C, Pike, MC, Poole, EM, Ramus, SJ, Risch, HA, Rossing, MA, Salvesen, HB, Schildkraut, JM, Sellers, TA, Sherman, M, Siddiqui, N, Sieh, W, Song, H, Southey, M, Terry, KL, Tworoger, SS, Walsh, C, Wentzensen, N, Whittemore, AS, Wu, AH, Yang, H, Zheng, W, Ziogas, A, Freedman, ML, Gayther, SA, Pharoah, PDP, and Lawrenson, K

Abstract

BACKGROUND: Genome-wide association studies (GWAS) have identified 18 loci associated with serous ovarian cancer (SOC) susceptibility but the biological mechanisms driving these findings remain poorly characterised. Germline cancer risk loci may be enriched for target genes of transcription factors (TFs) critical to somatic tumorigenesis. METHODS: All 615 TF-target sets from the Molecular Signatures Database were evaluated using gene set enrichment analysis (GSEA) and three GWAS for SOC risk: discovery (2196 cases/4396 controls), replication (7035 cases/21 693 controls; independent from discovery), and combined (9627 cases/30 845 controls; including additional individuals). RESULTS: The PAX8-target gene set was ranked 1/615 in the discovery (PGSEA<0.001; FDR=0.21), 7/615 in the replication (PGSEA=0.004; FDR=0.37), and 1/615 in the combined (PGSEA<0.001; FDR=0.21) studies. Adding other genes reported to interact with PAX8 in the literature to the PAX8-target set and applying an alternative to GSEA, interval enrichment, further confirmed this association (P=0.006). Fifteen of the 157 genes from this expanded PAX8 pathway were near eight loci associated with SOC risk at P<10-5 (including six with P<5 × 10-8). The pathway was also associated with differential gene expression after shRNA-mediated silencing of PAX8 in HeyA8 (PGSEA=0.025) and IGROV1 (PGSEA=0.004) SOC cells and several PAX8 targets near SOC risk loci demonstrated in vitro transcriptomic perturbation. CONCLUSIONS: Putative PAX8 target genes are enriched for common SOC risk variants. This finding from our agnostic evaluation is of particular interest given that PAX8 is well-established as a specific marker for the cell of origin of SOC.

Published
2017

2. Identification of six new susceptibility loci for invasive epithelial ovarian cancer

Author

Kuchenbaecker, KB, Ramus, SJ, Tyrer, J, Lee, A, Shen, HC, Beesley, J, Lawrenson, K, McGuffog, L, Healey, S, Lee, JM, Spindler, TJ, Lin, YG, Pejovic, T, Bean, Y, Li, Q, Coetzee, S, Hazelett, D, Miron, A, Southey, M, Terry, MB, Goldgar, DE, Buys, SS, Janavicius, R, Dorfling, CM, van Rensburg, EJ, Neuhausen, SL, Ding, YC, Hansen, TVO, Jonson, L, Gerdes, A-M, Ejlertsen, B, Barrowdale, D, Dennis, J, Benitez, J, Osorio, A, Garcia, MJ, Komenaka, I, Weitzel, JN, Ganschow, P, Peterlongo, P, Bernard, L, Viel, A, Bonanni, B, Peissel, B, Manoukian, S, Radice, P, Papi, L, Ottini, L, Fostira, F, Konstantopoulou, I, Garber, J, Frost, D, Perkins, J, Platte, R, Ellis, S, Godwin, AK, Schmutzler, RK, Meindl, A, Engel, C, Sutter, C, Sinilnikova, OM, Damiola, F, Mazoyer, S, Stoppa-Lyonnet, D, Claes, K, De Leeneer, K, Kirk, J, Rodriguez, GC, Piedmonte, M, O'Malley, DM, de la Hoya, M, Caldes, T, Aittomaeki, K, Nevanlinna, H, Collee, JM, Rookus, MA, Oosterwijk, JC, Tihomirova, L, Tung, N, Hamann, U, Isaccs, C, Tischkowitz, M, Imyanitov, EN, Caligo, MA, Campbell, IG, Hogervorst, FBL, Olah, E, Diez, O, Blanco, I, Brunet, J, Lazaroso, C, Angel Pujana, M, Jakubowska, A, Gronwald, J, Lubinski, J, Sukiennicki, G, Barkardottir, RB, Plante, M, Simard, J, Soucy, P, Montagna, M, Tognazzo, S, Teixeira, MR, Pankratz, VS, Wang, X, Lindor, N, Szabo, CI, Kauff, N, Vijai, J, Aghajanian, CA, Pfeiler, G, Berger, A, Singer, CF, Tea, M-K, Phelan, CM, Greene, MH, Mai, PL, Rennert, G, Mulligan, AM, Tchatchou, S, Andrulis, IL, Glendon, G, Toland, AE, Jensen, UB, Kruse, TA, Thomassen, M, Bojesen, A, Zidan, J, Friedman, E, Laitman, Y, Soller, M, Liljegren, A, Arver, B, Einbeigi, Z, Stenmark-Askmalm, M, Olopade, OI, Nussbaum, RL, Rebbeck, TR, Nathanson, KL, Domchek, SM, Lu, KH, Karlan, BY, Walsh, C, Lester, J, Hein, A, Ekici, AB, Beckmann, MW, Fasching, PA, Lambrechts, D, Van Nieuwenhuysen, E, Vergote, I, Lambrechts, S, Dicks, E, Doherty, JA, Wicklund, KG, Rossing, MA, Rudolph, A, Chang-Claude, J, Wang-Gohrke, S, Eilber, U, Moysich, KB, Odunsi, K, Sucheston, L, Lele, S, Wilkens, LR, Goodman, MT, Thompson, PJ, Shvetsov, YB, Runnebaum, IB, Duerst, M, Hillemanns, P, Doerk, T, Antonenkova, N, Bogdanova, N, Leminen, A, Pelttari, LM, Butzow, R, Modugno, F, Kelley, JL, Edwards, RP, Ness, RB, du Bois, A, Heitz, F, Schwaab, I, Harter, P, Matsuo, K, Hosono, S, Orsulic, S, Jensen, A, Kjaer, SK, Hogdall, E, Hasmad, HN, Azmi, MAN, Teo, S-H, Woo, Y-L, Fridley, BL, Goode, EL, Cunningham, JM, Vierkant, RA, Bruinsma, F, Giles, GG, Liang, D, Hildebrandt, MAT, Wu, X, Levine, DA, Bisogna, M, Berchuck, A, Iversen, ES, Schildkraut, JM, Concannon, P, Weber, RP, Cramer, DW, Terry, KL, Poole, EM, Tworoger, SS, Bandera, EV, Orlow, I, Olson, SH, Krakstad, C, Salvesen, HB, Tangen, IL, Bjorge, L, van Altena, AM, Aben, KKH, Kiemeney, LA, Massuger, LFAG, Kellar, M, Brooks-Wilson, A, Kelemen, LE, Cook, LS, Le, ND, Cybulski, C, Yang, H, Lissowska, J, Brinton, LA, Wentzensen, N, Hogdall, C, Lundvall, L, Nedergaard, L, Baker, H, Song, H, Eccles, D, McNeish, I, Paul, J, Carty, K, Siddiqui, N, Glasspool, R, Whittemore, AS, Rothstein, JH, McGuire, V, Sieh, W, Ji, B-T, Zheng, W, Shu, X-O, Gao, Y-T, Rosen, B, Risch, HA, McLaughlin, JR, Narod, SA, Monteiro, AN, Chen, A, Lin, H-Y, Permuth-Wey, J, Sellers, TA, Tsai, Y-Y, Chen, Z, Ziogas, A, Anton-Culver, H, Gentry-Maharaj, A, Menon, U, Harrington, P, Lee, AW, Wu, AH, Pearce, CL, Coetzee, G, Pike, MC, Dansonka-Mieszkowska, A, Timorek, A, Rzepecka, IK, Kupryjanczyk, J, Freedman, M, Noushmehr, H, Easton, DF, Offit, K, Couch, FJ, Gayther, S, Pharoah, PP, Antoniou, AC, Chenevix-Trench, G, Kuchenbaecker, KB, Ramus, SJ, Tyrer, J, Lee, A, Shen, HC, Beesley, J, Lawrenson, K, McGuffog, L, Healey, S, Lee, JM, Spindler, TJ, Lin, YG, Pejovic, T, Bean, Y, Li, Q, Coetzee, S, Hazelett, D, Miron, A, Southey, M, Terry, MB, Goldgar, DE, Buys, SS, Janavicius, R, Dorfling, CM, van Rensburg, EJ, Neuhausen, SL, Ding, YC, Hansen, TVO, Jonson, L, Gerdes, A-M, Ejlertsen, B, Barrowdale, D, Dennis, J, Benitez, J, Osorio, A, Garcia, MJ, Komenaka, I, Weitzel, JN, Ganschow, P, Peterlongo, P, Bernard, L, Viel, A, Bonanni, B, Peissel, B, Manoukian, S, Radice, P, Papi, L, Ottini, L, Fostira, F, Konstantopoulou, I, Garber, J, Frost, D, Perkins, J, Platte, R, Ellis, S, Godwin, AK, Schmutzler, RK, Meindl, A, Engel, C, Sutter, C, Sinilnikova, OM, Damiola, F, Mazoyer, S, Stoppa-Lyonnet, D, Claes, K, De Leeneer, K, Kirk, J, Rodriguez, GC, Piedmonte, M, O'Malley, DM, de la Hoya, M, Caldes, T, Aittomaeki, K, Nevanlinna, H, Collee, JM, Rookus, MA, Oosterwijk, JC, Tihomirova, L, Tung, N, Hamann, U, Isaccs, C, Tischkowitz, M, Imyanitov, EN, Caligo, MA, Campbell, IG, Hogervorst, FBL, Olah, E, Diez, O, Blanco, I, Brunet, J, Lazaroso, C, Angel Pujana, M, Jakubowska, A, Gronwald, J, Lubinski, J, Sukiennicki, G, Barkardottir, RB, Plante, M, Simard, J, Soucy, P, Montagna, M, Tognazzo, S, Teixeira, MR, Pankratz, VS, Wang, X, Lindor, N, Szabo, CI, Kauff, N, Vijai, J, Aghajanian, CA, Pfeiler, G, Berger, A, Singer, CF, Tea, M-K, Phelan, CM, Greene, MH, Mai, PL, Rennert, G, Mulligan, AM, Tchatchou, S, Andrulis, IL, Glendon, G, Toland, AE, Jensen, UB, Kruse, TA, Thomassen, M, Bojesen, A, Zidan, J, Friedman, E, Laitman, Y, Soller, M, Liljegren, A, Arver, B, Einbeigi, Z, Stenmark-Askmalm, M, Olopade, OI, Nussbaum, RL, Rebbeck, TR, Nathanson, KL, Domchek, SM, Lu, KH, Karlan, BY, Walsh, C, Lester, J, Hein, A, Ekici, AB, Beckmann, MW, Fasching, PA, Lambrechts, D, Van Nieuwenhuysen, E, Vergote, I, Lambrechts, S, Dicks, E, Doherty, JA, Wicklund, KG, Rossing, MA, Rudolph, A, Chang-Claude, J, Wang-Gohrke, S, Eilber, U, Moysich, KB, Odunsi, K, Sucheston, L, Lele, S, Wilkens, LR, Goodman, MT, Thompson, PJ, Shvetsov, YB, Runnebaum, IB, Duerst, M, Hillemanns, P, Doerk, T, Antonenkova, N, Bogdanova, N, Leminen, A, Pelttari, LM, Butzow, R, Modugno, F, Kelley, JL, Edwards, RP, Ness, RB, du Bois, A, Heitz, F, Schwaab, I, Harter, P, Matsuo, K, Hosono, S, Orsulic, S, Jensen, A, Kjaer, SK, Hogdall, E, Hasmad, HN, Azmi, MAN, Teo, S-H, Woo, Y-L, Fridley, BL, Goode, EL, Cunningham, JM, Vierkant, RA, Bruinsma, F, Giles, GG, Liang, D, Hildebrandt, MAT, Wu, X, Levine, DA, Bisogna, M, Berchuck, A, Iversen, ES, Schildkraut, JM, Concannon, P, Weber, RP, Cramer, DW, Terry, KL, Poole, EM, Tworoger, SS, Bandera, EV, Orlow, I, Olson, SH, Krakstad, C, Salvesen, HB, Tangen, IL, Bjorge, L, van Altena, AM, Aben, KKH, Kiemeney, LA, Massuger, LFAG, Kellar, M, Brooks-Wilson, A, Kelemen, LE, Cook, LS, Le, ND, Cybulski, C, Yang, H, Lissowska, J, Brinton, LA, Wentzensen, N, Hogdall, C, Lundvall, L, Nedergaard, L, Baker, H, Song, H, Eccles, D, McNeish, I, Paul, J, Carty, K, Siddiqui, N, Glasspool, R, Whittemore, AS, Rothstein, JH, McGuire, V, Sieh, W, Ji, B-T, Zheng, W, Shu, X-O, Gao, Y-T, Rosen, B, Risch, HA, McLaughlin, JR, Narod, SA, Monteiro, AN, Chen, A, Lin, H-Y, Permuth-Wey, J, Sellers, TA, Tsai, Y-Y, Chen, Z, Ziogas, A, Anton-Culver, H, Gentry-Maharaj, A, Menon, U, Harrington, P, Lee, AW, Wu, AH, Pearce, CL, Coetzee, G, Pike, MC, Dansonka-Mieszkowska, A, Timorek, A, Rzepecka, IK, Kupryjanczyk, J, Freedman, M, Noushmehr, H, Easton, DF, Offit, K, Couch, FJ, Gayther, S, Pharoah, PP, Antoniou, AC, and Chenevix-Trench, G

Abstract

Genome-wide association studies (GWAS) have identified 12 epithelial ovarian cancer (EOC) susceptibility alleles. The pattern of association at these loci is consistent in BRCA1 and BRCA2 mutation carriers who are at high risk of EOC. After imputation to 1000 Genomes Project data, we assessed associations of 11 million genetic variants with EOC risk from 15,437 cases unselected for family history and 30,845 controls and from 15,252 BRCA1 mutation carriers and 8,211 BRCA2 mutation carriers (3,096 with ovarian cancer), and we combined the results in a meta-analysis. This new study design yielded increased statistical power, leading to the discovery of six new EOC susceptibility loci. Variants at 1p36 (nearest gene, WNT4), 4q26 (SYNPO2), 9q34.2 (ABO) and 17q11.2 (ATAD5) were associated with EOC risk, and at 1p34.3 (RSPO1) and 6p22.1 (GPX6) variants were specifically associated with the serous EOC subtype, all with P < 5 × 10(-8). Incorporating these variants into risk assessment tools will improve clinical risk predictions for BRCA1 and BRCA2 mutation carriers.

Published
2015

3. Genome-wide significant risk associations for mucinous ovarian carcinoma

Author

Kelemen, LE, Lawrenson, K, Tyrer, J, Li, Q, Lee, JM, Seo, J-H, Phelan, CM, Beesley, J, Chen, X, Spindler, TJ, Aben, KKH, Anton-Culver, H, Antonenkova, N, Baker, H, Bandera, EV, Bean, Y, Beckmann, MW, Bisogna, M, Bjorge, L, Bogdanova, N, Brinton, LA, Brooks-Wilson, A, Bruinsma, F, Butzow, R, Campbell, IG, Carty, K, Chang-Claude, J, Chen, YA, Chen, Z, Cook, LS, Cramer, DW, Cunningham, JM, Cybulski, C, Dansonka-Mieszkowska, A, Dennis, J, Dicks, E, Doherty, JA, Doerk, T, du Bois, A, Duerst, M, Eccles, D, Easton, DT, Edwards, RP, Eilber, U, Ekici, AB, Engelholm, SA, Fasching, PA, Fridley, BL, Gao, Y-T, Gentry-Maharaj, A, Giles, GG, Glasspool, R, Goode, EL, Goodman, MT, Grownwald, J, Harrington, P, Harter, P, Hasmad, HN, Hein, A, Heitz, F, Hildebrandt, MAT, Hillemanns, P, Hogdall, E, Hogdall, C, Hosono, S, Iversen, ES, Jakubowska, A, Jensen, A, Ji, B-T, Karlan, BY, Kellar, M, Kelley, JL, Kiemeney, LA, Krakstad, C, Kjaer, SK, Kupryjanczyk, J, Lambrechts, D, Lambrechts, S, Le, ND, Lee, AW, Lele, S, Leminen, A, Lester, J, Levine, DA, Liang, D, Lissowska, J, Lu, K, Lubinski, J, Lundvall, L, Massuger, LFAG, Matsuo, K, McGuire, V, McLaughlin, JR, McNeish, I, Menon, U, Modugno, F, Moes-Sosnowska, J, Moysich, KB, Narod, SA, Nedergaard, L, Ness, RB, Nevanlinna, H, Adenan, NAM, Odunsi, K, Olson, SH, Orlow, I, Orsulic, S, Weber, RP, Paul, J, Pearce, CL, Pejovic, T, Pelttari, LM, Permuth-Wey, J, Pike, MC, Poole, EM, Ramus, SJ, Risch, HA, Rosen, B, Rossing, MA, Rothstein, JH, Rudolph, A, Runnebaum, IB, Rzepecka, IK, Salvesen, HB, Schildkraut, JM, Schwaab, I, Shu, X-O, Shvetsov, YB, Siddiqui, N, Sieh, W, Song, H, Southey, MC, Sucheston, L, Tangen, IL, Teo, S-H, Terry, KL, Thompson, PJ, Tworoger, SS, van Altena, AM, Van Nieuwenhuysen, E, Vergote, I, Vierkant, RA, Wang-Gohrke, S, Walsh, C, Wentzensen, N, Whittemore, AS, Wicklund, KG, Wilkens, LR, Sawicki, W, Woo, Y-L, Wu, X, Wu, AH, Yang, H, Zheng, W, Ziogas, A, Sellers, TA, Freedman, ML, Chenevix-Trench, G, Pharoah, PDP, Gayther, SA, Berchuck, A, Kelemen, LE, Lawrenson, K, Tyrer, J, Li, Q, Lee, JM, Seo, J-H, Phelan, CM, Beesley, J, Chen, X, Spindler, TJ, Aben, KKH, Anton-Culver, H, Antonenkova, N, Baker, H, Bandera, EV, Bean, Y, Beckmann, MW, Bisogna, M, Bjorge, L, Bogdanova, N, Brinton, LA, Brooks-Wilson, A, Bruinsma, F, Butzow, R, Campbell, IG, Carty, K, Chang-Claude, J, Chen, YA, Chen, Z, Cook, LS, Cramer, DW, Cunningham, JM, Cybulski, C, Dansonka-Mieszkowska, A, Dennis, J, Dicks, E, Doherty, JA, Doerk, T, du Bois, A, Duerst, M, Eccles, D, Easton, DT, Edwards, RP, Eilber, U, Ekici, AB, Engelholm, SA, Fasching, PA, Fridley, BL, Gao, Y-T, Gentry-Maharaj, A, Giles, GG, Glasspool, R, Goode, EL, Goodman, MT, Grownwald, J, Harrington, P, Harter, P, Hasmad, HN, Hein, A, Heitz, F, Hildebrandt, MAT, Hillemanns, P, Hogdall, E, Hogdall, C, Hosono, S, Iversen, ES, Jakubowska, A, Jensen, A, Ji, B-T, Karlan, BY, Kellar, M, Kelley, JL, Kiemeney, LA, Krakstad, C, Kjaer, SK, Kupryjanczyk, J, Lambrechts, D, Lambrechts, S, Le, ND, Lee, AW, Lele, S, Leminen, A, Lester, J, Levine, DA, Liang, D, Lissowska, J, Lu, K, Lubinski, J, Lundvall, L, Massuger, LFAG, Matsuo, K, McGuire, V, McLaughlin, JR, McNeish, I, Menon, U, Modugno, F, Moes-Sosnowska, J, Moysich, KB, Narod, SA, Nedergaard, L, Ness, RB, Nevanlinna, H, Adenan, NAM, Odunsi, K, Olson, SH, Orlow, I, Orsulic, S, Weber, RP, Paul, J, Pearce, CL, Pejovic, T, Pelttari, LM, Permuth-Wey, J, Pike, MC, Poole, EM, Ramus, SJ, Risch, HA, Rosen, B, Rossing, MA, Rothstein, JH, Rudolph, A, Runnebaum, IB, Rzepecka, IK, Salvesen, HB, Schildkraut, JM, Schwaab, I, Shu, X-O, Shvetsov, YB, Siddiqui, N, Sieh, W, Song, H, Southey, MC, Sucheston, L, Tangen, IL, Teo, S-H, Terry, KL, Thompson, PJ, Tworoger, SS, van Altena, AM, Van Nieuwenhuysen, E, Vergote, I, Vierkant, RA, Wang-Gohrke, S, Walsh, C, Wentzensen, N, Whittemore, AS, Wicklund, KG, Wilkens, LR, Sawicki, W, Woo, Y-L, Wu, X, Wu, AH, Yang, H, Zheng, W, Ziogas, A, Sellers, TA, Freedman, ML, Chenevix-Trench, G, Pharoah, PDP, Gayther, SA, and Berchuck, A

Abstract

Genome-wide association studies have identified several risk associations for ovarian carcinomas but not for mucinous ovarian carcinomas (MOCs). Our analysis of 1,644 MOC cases and 21,693 controls with imputation identified 3 new risk associations: rs752590 at 2q13 (P = 3.3 × 10(-8)), rs711830 at 2q31.1 (P = 7.5 × 10(-12)) and rs688187 at 19q13.2 (P = 6.8 × 10(-13)). We identified significant expression quantitative trait locus (eQTL) associations for HOXD9 at 2q31.1 in ovarian (P = 4.95 × 10(-4), false discovery rate (FDR) = 0.003) and colorectal (P = 0.01, FDR = 0.09) tumors and for PAX8 at 2q13 in colorectal tumors (P = 0.03, FDR = 0.09). Chromosome conformation capture analysis identified interactions between the HOXD9 promoter and risk-associated SNPs at 2q31.1. Overexpressing HOXD9 in MOC cells augmented the neoplastic phenotype. These findings provide the first evidence for MOC susceptibility variants and insights into the underlying biology of the disease.

Published
2015

4. GWAS meta-analysis and replication identifies three new susceptibility loci for ovarian cancer

Author

Pharoah, PDP, Tsai, Y-Y, Ramus, SJ, Phelan, CM, Goode, EL, Lawrenson, K, Buckley, M, Fridley, BL, Tyrer, JP, Shen, H, Weber, R, Karevan, R, Larson, MC, Song, H, Tessier, DC, Bacot, F, Vincent, D, Cunningham, JM, Dennis, J, Dicks, E, Aben, KK, Anton-Culver, H, Antonenkova, N, Armasu, SM, Baglietto, L, Bandera, EV, Beckmann, MW, Birrer, MJ, Bloom, G, Bogdanova, N, Brenton, JD, Brinton, LA, Brooks-Wilson, A, Brown, R, Butzow, R, Campbell, I, Carney, ME, Carvalho, RS, Chang-Claude, J, Chen, YA, Chen, Z, Chow, W-H, Cicek, MS, Coetzee, G, Cook, LS, Cramer, DW, Cybulski, C, Dansonka-Mieszkowska, A, Despierre, E, Doherty, JA, Doerk, T, du Bois, A, Duerst, M, Eccles, D, Edwards, R, Ekici, AB, Fasching, PA, Fenstermacher, D, Flanagan, J, Gao, Y-T, Garcia-Closas, M, Gentry-Maharaj, A, Giles, G, Gjyshi, A, Gore, M, Gronwald, J, Guo, Q, Halle, MK, Harter, P, Hein, A, Heitz, F, Hillemanns, P, Hoatlin, M, Hogdall, E, Hogdall, CK, Hosono, S, Jakubowska, A, Jensen, A, Kalli, KR, Karlan, BY, Kelemen, LE, Kiemeney, LA, Kjaer, SK, Konecny, GE, Krakstad, C, Kupryjanczyk, J, Lambrechts, D, Lambrechts, S, Le, ND, Lee, N, Lee, J, Leminen, A, Lim, BK, Lissowska, J, Lubinski, J, Lundvall, L, Lurie, G, Massuger, LFAG, Matsuo, K, McGuire, V, McLaughlin, JR, Menon, U, Modugno, F, Moysich, KB, Nakanishi, T, Narod, SA, Ness, RB, Nevanlinna, H, Nickels, S, Noushmehr, H, Odunsi, K, Olson, S, Orlow, I, Paul, J, Pejovic, T, Pelttari, LM, Permuth-Wey, J, Pike, MC, Poole, EM, Qu, X, Risch, HA, Rodriguez-Rodriguez, L, Rossing, MA, Rudolph, A, Runnebaum, I, Rzepecka, IK, Salvesen, HB, Schwaab, I, Severi, G, Shridhar, V, Shu, X-O, Sieh, W, Southey, MC, Spellman, P, Tajima, K, Teo, S-H, Terry, KL, Thompson, PJ, Timorek, A, Tworoger, SS, van Altena, AM, van den Berg, D, Vergote, I, Vierkant, RA, Vitonis, AF, Wang-Gohrke, S, Wentzensen, N, Whittemore, AS, Wik, E, Winterhoff, B, Woo, YL, Wu, AH, Yang, HP, Zheng, W, Ziogas, A, Zulkifli, F, Goodman, MT, Hall, P, Easton, DF, Pearce, CL, Berchuck, A, Chenevix-Trench, G, Iversen, E, Monteiro, ANA, Gayther, SA, Schildkraut, JM, Sellers, TA, Pharoah, PDP, Tsai, Y-Y, Ramus, SJ, Phelan, CM, Goode, EL, Lawrenson, K, Buckley, M, Fridley, BL, Tyrer, JP, Shen, H, Weber, R, Karevan, R, Larson, MC, Song, H, Tessier, DC, Bacot, F, Vincent, D, Cunningham, JM, Dennis, J, Dicks, E, Aben, KK, Anton-Culver, H, Antonenkova, N, Armasu, SM, Baglietto, L, Bandera, EV, Beckmann, MW, Birrer, MJ, Bloom, G, Bogdanova, N, Brenton, JD, Brinton, LA, Brooks-Wilson, A, Brown, R, Butzow, R, Campbell, I, Carney, ME, Carvalho, RS, Chang-Claude, J, Chen, YA, Chen, Z, Chow, W-H, Cicek, MS, Coetzee, G, Cook, LS, Cramer, DW, Cybulski, C, Dansonka-Mieszkowska, A, Despierre, E, Doherty, JA, Doerk, T, du Bois, A, Duerst, M, Eccles, D, Edwards, R, Ekici, AB, Fasching, PA, Fenstermacher, D, Flanagan, J, Gao, Y-T, Garcia-Closas, M, Gentry-Maharaj, A, Giles, G, Gjyshi, A, Gore, M, Gronwald, J, Guo, Q, Halle, MK, Harter, P, Hein, A, Heitz, F, Hillemanns, P, Hoatlin, M, Hogdall, E, Hogdall, CK, Hosono, S, Jakubowska, A, Jensen, A, Kalli, KR, Karlan, BY, Kelemen, LE, Kiemeney, LA, Kjaer, SK, Konecny, GE, Krakstad, C, Kupryjanczyk, J, Lambrechts, D, Lambrechts, S, Le, ND, Lee, N, Lee, J, Leminen, A, Lim, BK, Lissowska, J, Lubinski, J, Lundvall, L, Lurie, G, Massuger, LFAG, Matsuo, K, McGuire, V, McLaughlin, JR, Menon, U, Modugno, F, Moysich, KB, Nakanishi, T, Narod, SA, Ness, RB, Nevanlinna, H, Nickels, S, Noushmehr, H, Odunsi, K, Olson, S, Orlow, I, Paul, J, Pejovic, T, Pelttari, LM, Permuth-Wey, J, Pike, MC, Poole, EM, Qu, X, Risch, HA, Rodriguez-Rodriguez, L, Rossing, MA, Rudolph, A, Runnebaum, I, Rzepecka, IK, Salvesen, HB, Schwaab, I, Severi, G, Shridhar, V, Shu, X-O, Sieh, W, Southey, MC, Spellman, P, Tajima, K, Teo, S-H, Terry, KL, Thompson, PJ, Timorek, A, Tworoger, SS, van Altena, AM, van den Berg, D, Vergote, I, Vierkant, RA, Vitonis, AF, Wang-Gohrke, S, Wentzensen, N, Whittemore, AS, Wik, E, Winterhoff, B, Woo, YL, Wu, AH, Yang, HP, Zheng, W, Ziogas, A, Zulkifli, F, Goodman, MT, Hall, P, Easton, DF, Pearce, CL, Berchuck, A, Chenevix-Trench, G, Iversen, E, Monteiro, ANA, Gayther, SA, Schildkraut, JM, and Sellers, TA

Abstract

Genome-wide association studies (GWAS) have identified four susceptibility loci for epithelial ovarian cancer (EOC), with another two suggestive loci reaching near genome-wide significance. We pooled data from a GWAS conducted in North America with another GWAS from the UK. We selected the top 24,551 SNPs for inclusion on the iCOGS custom genotyping array. We performed follow-up genotyping in 18,174 individuals with EOC (cases) and 26,134 controls from 43 studies from the Ovarian Cancer Association Consortium. We validated the two loci at 3q25 and 17q21 that were previously found to have associations close to genome-wide significance and identified three loci newly associated with risk: two loci associated with all EOC subtypes at 8q21 (rs11782652, P = 5.5 × 10(-9)) and 10p12 (rs1243180, P = 1.8 × 10(-8)) and another locus specific to the serous subtype at 17q12 (rs757210, P = 8.1 × 10(-10)). An integrated molecular analysis of genes and regulatory regions at these loci provided evidence for functional mechanisms underlying susceptibility and implicated CHMP4C in the pathogenesis of ovarian cancer.

Published
2013

5. Identification of 12 new susceptibility loci for different histotypes of epithelial ovarian cancer

Author

Phelan, CM, Kuchenbaecker, KB, Tyrer, JP, Kar, SP, Lawrenson, K, Winham, SJ, Dennis, J, Pirie, A, Riggan, MJ, Chornokur, G, Earp, MA, Lyra, PC, Lee, JM, Coetzee, S, Beesley, J, McGuffog, L, Soucy, P, Dicks, E, Lee, A, Barrowdale, D, Lecarpentier, J, Leslie, G, Aalfs, CM, Aben, KKH, Adams, M, Adlard, J, Andrulis, IL, Anton-Culver, H, Antonenkova, N, AOCS Study Group, Aravantinos, G, Arnold, N, Arun, BK, Arver, B, Azzollini, J, Balmaña, J, Banerjee, SN, Barjhoux, L, Barkardottir, RB, Bean, Y, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bermisheva, M, Bernardini, MQ, Birrer, MJ, Bjorge, L, Black, A, Blankstein, K, Blok, MJ, Bodelon, C, Bogdanova, N, Bojesen, A, Bonanni, B, Borg, Å, Bradbury, AR, Brenton, JD, Brewer, C, Brinton, L, Broberg, P, Brooks-Wilson, A, Bruinsma, F, Brunet, J, Buecher, B, Butzow, R, Buys, SS, Caldes, T, Caligo, MA, Campbell, I, Cannioto, R, Carney, ME, Cescon, T, Chan, SB, Chang-Claude, J, Chanock, S, Chen, XQ, Chiew, Y-E, Chiquette, J, Chung, WK, Claes, KBM, Conner, T, Cook, LS, Cook, J, Cramer, DW, Cunningham, JM, D'Aloisio, AA, Daly, MB, Damiola, F, Damirovna, SD, Dansonka-Mieszkowska, A, Dao, F, Davidson, R, DeFazio, A, Delnatte, C, Doheny, KF, Diez, O, Ding, YC, Doherty, JA, Domchek, SM, Dorfling, CM, Dörk, T, Dossus, L, Duran, M, Dürst, M, Dworniczak, B, Eccles, D, Edwards, T, Eeles, R, Eilber, U, Ejlertsen, B, Ekici, AB, Ellis, S, Elvira, M, EMBRACE Study, Eng, KH, Engel, C, Evans, DG, Fasching, PA, Ferguson, S, Ferrer, SF, Flanagan, JM, Fogarty, ZC, Fortner, RT, Fostira, F, Foulkes, WD, Fountzilas, G, Fridley, BL, Friebel, TM, Friedman, E, Frost, D, Ganz, PA, Garber, J, García, MJ, Garcia-Barberan, V, Gehrig, A, GEMO Study Collaborators, Gentry-Maharaj, A, Gerdes, A-M, Giles, GG, Glasspool, R, Glendon, G, Godwin, AK, Goldgar, DE, Goranova, T, Gore, M, Greene, MH, Gronwald, J, Gruber, S, Hahnen, E, Haiman, CA, Håkansson, N, Hamann, U, Hansen, TVO, Harrington, PA, Harris, HR, Hauke, J, HEBON Study, Hein, A, Henderson, A, Hildebrandt, MAT, Hillemanns, P, Hodgson, S, Høgdall, CK, Høgdall, E, Hogervorst, FBL, Holland, H, Hooning, MJ, Hosking, K, Huang, R-Y, Hulick, PJ, Hung, J, Hunter, DJ, Huntsman, DG, Huzarski, T, Imyanitov, EN, Isaacs, C, Iversen, ES, Izatt, L, Izquierdo, A, Jakubowska, A, James, P, Janavicius, R, Jernetz, M, Jensen, A, Jensen, UB, John, EM, Johnatty, S, Jones, ME, Kannisto, P, Karlan, BY, Karnezis, A, Kast, K, KConFab Investigators, Kennedy, CJ, Khusnutdinova, E, Kiemeney, LA, Kiiski, JI, Kim, S-W, Kjaer, SK, Köbel, M, Kopperud, RK, Kruse, TA, Kupryjanczyk, J, Kwong, A, Laitman, Y, Lambrechts, D, Larrañaga, N, Larson, MC, Lazaro, C, Le, ND, Le Marchand, L, Lee, JW, Lele, SB, Leminen, A, Leroux, D, Lester, J, Lesueur, F, Levine, DA, Liang, D, Liebrich, C, Lilyquist, J, Lipworth, L, Lissowska, J, Lu, KH, Lubinński, J, Luccarini, C, Lundvall, L, Mai, PL, Mendoza-Fandiño, G, Manoukian, S, Massuger, LFAG, May, T, Mazoyer, S, McAlpine, JN, McGuire, V, McLaughlin, McNeish, I, Meijers-Heijboer, H, Meindl, A, Menon, U, Mensenkamp, AR, Merritt, MA, Milne, RL, Mitchell, G, Modugno, F, Moes-Sosnowska, J, Moffitt, M, Montagna, M, Moysich, KB, Mulligan, AM, Musinsky, J, Nathanson, KL, Nedergaard, L, Ness, RB, Neuhausen, SL, Nevanlinna, H, Niederacher, D, Nussbaum, RL, Odunsi, K, Olah, E, Olopade, OI, Olsson, H, Olswold, C, O'Malley, DM, Ong, K-R, Onland-Moret, NC, OPAL Study Group, Orr, N, Orsulic, S, Osorio, A, Palli, D, Papi, L, Park-Simon, T-W, Paul, J, Pearce, CL, Pedersen, IS, Peeters, PHM, Peissel, B, Peixoto, A, Pejovic, T, Pelttari, LM, Permuth, JB, Peterlongo, P, Pezzani, L, Pfeiler, G, Phillips, K-A, Piedmonte, M, Pike, MC, Piskorz, AM, Poblete, Pocza, T, Poole, EM, Poppe, B, Porteous, ME, Prieur, F, Prokofyeva, D, Pugh, E, Pujana, MA, Pujol, P, Radice, P, Rantala, J, Rappaport-Fuerhauser, C, Rennert, G, Rhiem, K, Rice, P, Richardson, A, Robson, M, Rodriguez, GC, Rodríguez-Antona, C, Romm, J, Rookus, MA, Rossing, MA, Rothstein, JH, Rudolph, A, Runnebaum, IB, Salvesen, HB, Sandler, DP, Schoemaker, MJ, Senter, L, Setiawan, VW, Severi, G, Sharma, P, Shelford, T, Siddiqui, N, Side, LE, Sieh, W, Singer, CF, Sobol, H, Song, H, Southey, MC, Spurdle, AB, Stadler, Z, Steinemann, D, Stoppa-Lyonnet, D, Sucheston-Campbell, LE, Sukiennicki, G, Sutphen, R, Sutter, C, Swerdlow, AJ, Szabo, CI, Szafron, L, Tan, YY, Taylor, JA, Tea, M-K, Teixeira, MR, Teo, S-H, Terry, KL, Thompson, PJ, Thomsen, LCV, Thull, DL, Tihomirova, L, Tinker, AV, Tischkowitz, M, Tognazzo, S, Toland, AE, Tone, A, Trabert, B, Travis, RC, Trichopoulou, A, Tung, N, Tworoger, SS, Van Altena, AM, Van Den Berg, D, Van Der Hout, AH, Van Der Luijt, RB, Van Heetvelde, M, Van Nieuwenhuysen, E, Van Rensburg, EJ, Vanderstichele, A, Varon-Mateeva, R, Vega, A, Edwards, DV, Vergote, I, Vierkant, RA, Vijai, J, Vratimos, A, Walker, L, Walsh, C, Wand, D, Wang-Gohrke, S, Wappenschmidt, B, Webb, PM, Weinberg, CR, Weitzel, JN, Wentzensen, N, Whittemore, AS, Wijnen, JT, Wilkens, LR, Wolk, A, Woo, M, Wu, X, Wu, AH, Yang, H, Yannoukakos, D, Ziogas, A, Zorn, KK, Narod, SA, Easton, DF, Amos, CI, Schildkraut, JM, Ramus, SJ, Ottini, L, Goodman, MT, Park, SK, Kelemen, LE, Risch, HA, Thomassen, M, Offit, K, Simard, J, Schmutzler, RK, Hazelett, D, Monteiro, AN, Couch, FJ, Berchuck, A, Chenevix-Trench, G, Goode, EL, Sellers, TA, Gayther, SA, Antoniou, AC, and Pharoah, PDP

Subjects
ovarian cancer, endocrine system diseases, genome-wide association studies, epidemiology, female genital diseases and pregnancy complications, 3. Good health
Abstract

To identify common alleles associated with different histotypes of epithelial ovarian cancer (EOC), we pooled data from multiple genome-wide genotyping projects totaling 25,509 EOC cases and 40,941 controls. We identified nine new susceptibility loci for different EOC histotypes: six for serous EOC histotypes (3q28, 4q32.3, 8q21.11, 10q24.33, 18q11.2 and 22q12.1), two for mucinous EOC (3q22.3 and 9q31.1) and one for endometrioid EOC (5q12.3). We then performed meta-analysis on the results for high-grade serous ovarian cancer with the results from analysis of 31,448 $\textit{BRCA1}$ and $\textit{BRCA2}$ mutation carriers, including 3,887 mutation carriers with EOC. This identified three additional susceptibility loci at 2q13, 8q24.1 and 12q24.31. Integrated analyses of genes and regulatory biofeatures at each locus predicted candidate susceptibility genes, including OBFC1, a new candidate susceptibility gene for low-grade and borderline serous EOC.

6. Correction: Polygenic risk modeling for prediction of epithelial ovarian cancer risk.

Author

Dareng EO, Tyrer JP, Barnes DR, Jones MR, Yang X, Aben KKH, Adank MA, Agata S, Andrulis IL, Anton-Culver H, Antonenkova NN, Aravantinos G, Arun BK, Augustinsson A, Balmaña J, Bandera EV, Barkardottir RB, Barrowdale D, Beckmann MW, Beeghly-Fadiel A, Benitez J, Bermisheva M, Bernardini MQ, Bjorge L, Black A, Bogdanova NV, Bonanni B, Borg A, Brenton JD, Budzilowska A, Butzow R, Buys SS, Cai H, Caligo MA, Campbell I, Cannioto R, Cassingham H, Chang-Claude J, Chanock SJ, Chen K, Chiew YE, Chung WK, Claes KBM, Colonna S, Cook LS, Couch FJ, Daly MB, Dao F, Davies E, de la Hoya M, de Putter R, Dennis J, DePersia A, Devilee P, Diez O, Ding YC, Doherty JA, Domchek SM, Dörk T, du Bois A, Dürst M, Eccles DM, Eliassen HA, Engel C, Evans GD, Fasching PA, Flanagan JM, Fortner RT, Machackova E, Friedman E, Ganz PA, Garber J, Gensini F, Giles GG, Glendon G, Godwin AK, Goodman MT, Greene MH, Gronwald J, Hahnen E, Haiman CA, Håkansson N, Hamann U, Hansen TVO, Harris HR, Hartman M, Heitz F, Hildebrandt MAT, Høgdall E, Høgdall CK, Hopper JL, Huang RY, Huff C, Hulick PJ, Huntsman DG, Imyanitov EN, Isaacs C, Jakubowska A, James PA, Janavicius R, Jensen A, Johannsson OT, John EM, Jones ME, Kang D, Karlan BY, Karnezis A, Kelemen LE, Khusnutdinova E, Kiemeney LA, Kim BG, Kjaer SK, Komenaka I, Kupryjanczyk J, Kurian AW, Kwong A, Lambrechts D, Larson MC, Lazaro C, Le ND, Leslie G, Lester J, Lesueur F, Levine DA, Li L, Li J, Loud JT, Lu KH, Lubiński J, Mai PL, Manoukian S, Marks JR, Matsuno RK, Matsuo K, May T, McGuffog L, McLaughlin JR, McNeish IA, Mebirouk N, Menon U, Miller A, Milne RL, Minlikeeva A, Modugno F, Montagna M, Moysich KB, Munro E, Nathanson KL, Neuhausen SL, Nevanlinna H, Yie JNY, Nielsen HR, Nielsen FC, Nikitina-Zake L, Odunsi K, Offit K, Olah E, Olbrecht S, Olopade OI, Olson SH, Olsson H, Osorio A, Papi L, Park SK, Parsons MT, Pathak H, Pedersen IS, Peixoto A, Pejovic T, Perez-Segura P, Permuth JB, Peshkin B, Peterlongo P, Piskorz A, Prokofyeva D, Radice P, Rantala J, Riggan MJ, Risch HA, Rodriguez-Antona C, Ross E, Rossing MA, Runnebaum I, Sandler DP, Santamariña M, Soucy P, Schmutzler RK, Setiawan VW, Shan K, Sieh W, Simard J, Singer CF, Sokolenko AP, Song H, Southey MC, Steed H, Stoppa-Lyonnet D, Sutphen R, Swerdlow AJ, Tan YY, Teixeira MR, Teo SH, Terry KL, Terry MB, Thomassen M, Thompson PJ, Thomsen LCV, Thull DL, Tischkowitz M, Titus L, Toland AE, Torres D, Trabert B, Travis R, Tung N, Tworoger SS, Valen E, van Altena AM, van der Hout AH, Van Nieuwenhuysen E, van Rensburg EJ, Vega A, Edwards DV, Vierkant RA, Wang F, Wappenschmidt B, Webb PM, Weinberg CR, Weitzel JN, Wentzensen N, White E, Whittemore AS, Winham SJ, Wolk A, Woo YL, Wu AH, Yan L, Yannoukakos D, Zavaglia KM, Zheng W, Ziogas A, Zorn KK, Kleibl Z, Easton D, Lawrenson K, DeFazio A, Sellers TA, Ramus SJ, Pearce CL, Monteiro AN, Cunningham J, Goode EL, Schildkraut JM, Berchuck A, Chenevix-Trench G, Gayther SA, Antoniou AC, and Pharoah PDP

Published
2022
Full Text
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7. Polygenic risk modeling for prediction of epithelial ovarian cancer risk.

Author

Dareng EO, Tyrer JP, Barnes DR, Jones MR, Yang X, Aben KKH, Adank MA, Agata S, Andrulis IL, Anton-Culver H, Antonenkova NN, Aravantinos G, Arun BK, Augustinsson A, Balmaña J, Bandera EV, Barkardottir RB, Barrowdale D, Beckmann MW, Beeghly-Fadiel A, Benitez J, Bermisheva M, Bernardini MQ, Bjorge L, Black A, Bogdanova NV, Bonanni B, Borg A, Brenton JD, Budzilowska A, Butzow R, Buys SS, Cai H, Caligo MA, Campbell I, Cannioto R, Cassingham H, Chang-Claude J, Chanock SJ, Chen K, Chiew YE, Chung WK, Claes KBM, Colonna S, Cook LS, Couch FJ, Daly MB, Dao F, Davies E, de la Hoya M, de Putter R, Dennis J, DePersia A, Devilee P, Diez O, Ding YC, Doherty JA, Domchek SM, Dörk T, du Bois A, Dürst M, Eccles DM, Eliassen HA, Engel C, Evans GD, Fasching PA, Flanagan JM, Fortner RT, Machackova E, Friedman E, Ganz PA, Garber J, Gensini F, Giles GG, Glendon G, Godwin AK, Goodman MT, Greene MH, Gronwald J, Hahnen E, Haiman CA, Håkansson N, Hamann U, Hansen TVO, Harris HR, Hartman M, Heitz F, Hildebrandt MAT, Høgdall E, Høgdall CK, Hopper JL, Huang RY, Huff C, Hulick PJ, Huntsman DG, Imyanitov EN, Isaacs C, Jakubowska A, James PA, Janavicius R, Jensen A, Johannsson OT, John EM, Jones ME, Kang D, Karlan BY, Karnezis A, Kelemen LE, Khusnutdinova E, Kiemeney LA, Kim BG, Kjaer SK, Komenaka I, Kupryjanczyk J, Kurian AW, Kwong A, Lambrechts D, Larson MC, Lazaro C, Le ND, Leslie G, Lester J, Lesueur F, Levine DA, Li L, Li J, Loud JT, Lu KH, Lubiński J, Mai PL, Manoukian S, Marks JR, Matsuno RK, Matsuo K, May T, McGuffog L, McLaughlin JR, McNeish IA, Mebirouk N, Menon U, Miller A, Milne RL, Minlikeeva A, Modugno F, Montagna M, Moysich KB, Munro E, Nathanson KL, Neuhausen SL, Nevanlinna H, Yie JNY, Nielsen HR, Nielsen FC, Nikitina-Zake L, Odunsi K, Offit K, Olah E, Olbrecht S, Olopade OI, Olson SH, Olsson H, Osorio A, Papi L, Park SK, Parsons MT, Pathak H, Pedersen IS, Peixoto A, Pejovic T, Perez-Segura P, Permuth JB, Peshkin B, Peterlongo P, Piskorz A, Prokofyeva D, Radice P, Rantala J, Riggan MJ, Risch HA, Rodriguez-Antona C, Ross E, Rossing MA, Runnebaum I, Sandler DP, Santamariña M, Soucy P, Schmutzler RK, Setiawan VW, Shan K, Sieh W, Simard J, Singer CF, Sokolenko AP, Song H, Southey MC, Steed H, Stoppa-Lyonnet D, Sutphen R, Swerdlow AJ, Tan YY, Teixeira MR, Teo SH, Terry KL, Terry MB, Thomassen M, Thompson PJ, Thomsen LCV, Thull DL, Tischkowitz M, Titus L, Toland AE, Torres D, Trabert B, Travis R, Tung N, Tworoger SS, Valen E, van Altena AM, van der Hout AH, Van Nieuwenhuysen E, van Rensburg EJ, Vega A, Edwards DV, Vierkant RA, Wang F, Wappenschmidt B, Webb PM, Weinberg CR, Weitzel JN, Wentzensen N, White E, Whittemore AS, Winham SJ, Wolk A, Woo YL, Wu AH, Yan L, Yannoukakos D, Zavaglia KM, Zheng W, Ziogas A, Zorn KK, Kleibl Z, Easton D, Lawrenson K, DeFazio A, Sellers TA, Ramus SJ, Pearce CL, Monteiro AN, Cunningham J, Goode EL, Schildkraut JM, Berchuck A, Chenevix-Trench G, Gayther SA, Antoniou AC, and Pharoah PDP

Subjects
Bayes Theorem, Carcinoma, Ovarian Epithelial genetics, Female, Genetic Predisposition to Disease, Humans, Polymorphism, Single Nucleotide, Prospective Studies, Risk Factors, Breast Neoplasms, Ovarian Neoplasms epidemiology, Ovarian Neoplasms genetics
Abstract

Polygenic risk scores (PRS) for epithelial ovarian cancer (EOC) have the potential to improve risk stratification. Joint estimation of Single Nucleotide Polymorphism (SNP) effects in models could improve predictive performance over standard approaches of PRS construction. Here, we implemented computationally efficient, penalized, logistic regression models (lasso, elastic net, stepwise) to individual level genotype data and a Bayesian framework with continuous shrinkage, "select and shrink for summary statistics" (S4), to summary level data for epithelial non-mucinous ovarian cancer risk prediction. We developed the models in a dataset consisting of 23,564 non-mucinous EOC cases and 40,138 controls participating in the Ovarian Cancer Association Consortium (OCAC) and validated the best models in three populations of different ancestries: prospective data from 198,101 women of European ancestries; 7,669 women of East Asian ancestries; 1,072 women of African ancestries, and in 18,915 BRCA1 and 12,337 BRCA2 pathogenic variant carriers of European ancestries. In the external validation data, the model with the strongest association for non-mucinous EOC risk derived from the OCAC model development data was the S4 model (27,240 SNPs) with odds ratios (OR) of 1.38 (95% CI: 1.28-1.48, AUC: 0.588) per unit standard deviation, in women of European ancestries; 1.14 (95% CI: 1.08-1.19, AUC: 0.538) in women of East Asian ancestries; 1.38 (95% CI: 1.21-1.58, AUC: 0.593) in women of African ancestries; hazard ratios of 1.36 (95% CI: 1.29-1.43, AUC: 0.592) in BRCA1 pathogenic variant carriers and 1.49 (95% CI: 1.35-1.64, AUC: 0.624) in BRCA2 pathogenic variant carriers. Incorporation of the S4 PRS in risk prediction models for ovarian cancer may have clinical utility in ovarian cancer prevention programs., (© 2021. The Author(s).)

Published
2022
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