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1. DNA methylation age calculators reveal association with diabetic neuropathy in type 1 diabetes

Author

Thomas Donner, P. Rezaeian, John I. Malone, Sharon B. Schwartz, Xiaoyu Gao, Szilard Kiss, Matthew J. Budoff, David R. Sell, A. Dwoskin, Ronald J. Prineas, C. Pittman, M. Reid, C. McDonald, S. Caulder, M. Szpiech, Oscar B. Crofford, Rachel G. Miller, Louis A. Lobes, M. Patronas, C. Canny, M. E. Lackaye, Sandra R. Montezuma, Richard M. Bergenstal, Patricia Gatcomb, Julie A. Stoner, H. Pan, James L. Kinyoun, J. Mortenson, Osama Hamdy, Connie Fountain, David D. Moore, Kusiel Perlman, R. Trail, David A. Lee, J. Sheindlin, Samuel Dagogo-Jack, Jeffrey L. Mahon, Jill P. Crandall, L. Gill, T. Thompson, Lee M. Jampol, K. Koushan, David S. Schade, J. Brown-Friday, M. Basco, S. Dunnigan, J. Bylsma, R. Birk, L. H. Ketai, J. Hotaling, Stephen W. Scherer, W. Mestrezat, Stephan Villavicencio, R. Lyon, M. Carney, John Kramer, Sunder Mudaliar, David M. Nathan, M. Moran, F. Leandre, James W. Albers, L. Survant, Joseph F. Polak, Manjot K. Gill, Anton Orlin, M. Prince, Pamela A. Silver, Amy K. Saenger, John D. Brunzell, Kathleen E. Bainbridge, L. Babbione, Amisha Wallia, J. Vaccaro-Kish, Bradley D. Jones, M. Hebdon, L. McKenzie, Richard M. Hoffman, S. Chang, C. Siebert, George S. Sharuk, D. Counts, A. Lucas, P. Ramos, N. Burkhart, N. Bakshi, N. Flaherty, D. Kenny, M. Driscoll, Harjit Chahal, Ronald K. Mayfield, S. Hensley, E. Weimann, M. Franz, Martin J. Stevens, N. S. Gregory, Christopher J. O'Donnell, J. Laechelt, Pamela Ossorio, Jerry P. Palmer, Rama Natarajan, G. Ziegler, K. Martin, R. Beaser, C. Beck, L. Zhang, T. J. Declue, David M. Kendall, H. Solc, A. Vella, H. Martinez, Cormac T. Taylor, S. Neill, Douglas A. Greene, P. Lee, D. Norman, Andrew J. Barkmeier, Dean P. Hainsworth, Alka Jain, Sapna Gangaputra, N. Thangthaeng, Lorraine Thomas, Michael H. Brent, M. Bracey, Philip Raskin, Q. Clemens, Barbara H. Braffett, Mark S. Mandelcorn, Lloyd Paul Aiello, John E. Godine, T. Speigelberg, R. Chan, R. Hanna, Shelley B. Bull, William I. Sivitz, R. Sussman, C. Kwong, S. Cercone, P. Hollander, N. Leloudes, Joseph M. Terry, J. Wesche, E. A. Tanaka, D. Rosenberg, Wanjie Sun, L. Sun, Tom Clark, Deborah K. Schlossman, Louis M. Luttrell, R. Dunn, A. Farr, K. McVary, Gayle M. Lorenzi, A. Joseph, Catherine C. Cowie, M. Barr, D. Zimbler, S. Mendley, S. Schussler, N. Grove, Matthew D. Davis, Jong Mu Sun, Sophie Rogers, John P. Bantle, Brandy N. Rutledge, Senda Ajroud-Driss, Vincent M. Monnier, Cladd E. Stevens, Y. G. He, M. Phillips, C. Williams, J. MacIndoe, Kaleigh Farrell, Helen Lambeth, Ayad A. Jaffa, J. Quin, Morey W. Haymond, R. Kirby, D. Steinberg, William H. Herman, M. Mech, Arup Das, Robert Detrano, J. Brown, D. McMillan, Linda Snetselaar, Mark W. Johnson, R. Zeitler, T. Taylor, Peter R. Pavan, Michael H. Goldbaum, Bruce A. Perkins, R. G. Campbell, David A. Nicolle, R. J. van der Geest, Irene Hramiak, D. Freking, Lucy A. Levandoski, S. Colson, Charles Campbell, Victoria R. Trapani, Lawrence J. Singerman, D. Meyer, W. Tang, J. Soule, Anita Harrington, Julie A. Nelson, John A. Colwell, Naji Younes, P. Salemi, K. Hansen, Trevor J. Orchard, S. Huddleston, L. Steranchak, C. Sommer, G. Castle, J. Ginsberg, Paula McGee, V. Gama, John Dupre, Z. Strugula, M. Swenson, N. Wong, David A. Bluemke, M. Nutaitis, Anita Agarwal, M. Lin, K. Nickander, Elsayed Z. Soliman, Joao A. Lima, M. L. Schluter, Fred W. Whitehouse, Lisa Diminick, C. Cornish, M. Spencer, Daniel T. Lackland, Ionut Bebu, Hunter Wessells, S. Yacoub-Wasef, A. Determan, L. Van Ottingham, Howard Wolpert, R. Ehrlich, A. Blevins, L. Jovanovic, D. Finegold, Davida F. Kruger, Jye-Yu C. Backlund, K. Chan, Timothy J. Murtha, R. K. Mayfield, Robert W. Cavicchi, Maria F. Lopes-Virella, Thomas A. Weingeist, K. Lee, Mary E. Larkin, B. Blodi, J. Gott, Timothy J. Lyons, J. Selby, Chris Ryan, J. Harth, P. Pugsley, L. Keasler, John D. Maynard, Paul G. Arrigg, Amy B. Karger, P. Colby, J. Farquhar, Mark H. Schutta, Murk-Hein Heinemann, Kathie L. Hermayer, B. Bosco, C. Lovell, A. Bhan, A. Galprin, M. Cayford, M. Schumer, John E. Chapin, D. Rubinstein, F. Miao, V. Asuquo, Catherine L. Martin, Rodney A. Lorenz, Samuel S. Engel, L. Funk, Cyndi F. Liu, Barbara J. Maschak-Carey, Stephen S. Feman, P. Lindsey, M. Giotta, Philip A. Low, S. Kwon, R. Fahlstrom, A. Iannacone, B. French, H. Remtema, L. Cimino, S. Barron, J. McConnell, Jane L. Lynch, L. Kim, T. Williams, A. Degillio, Blanche M. Chavers, M. Novak, Julio V. Santiago, Ronald P. Danis, P. Gaston, Tae Sup Lee, T. Woodfill, R. Cuddihy, Scott M. Steidl, Alanna C. Morrison, E. Ryan, D. Lawrence, D. Cros, T. Adkins, D. Adelman, L. Dews, Patricia A. Cleary, J. Parker, L. Olmos De Koo, C. Kim, Mark R. Palmert, P. Astelford, Stefan Fritz, B. Olson, Kelvin C. Fong, Alan M. Jacobson, Stanley L. Hazen, D. Hornbeck, K. Folino, M. L. Bernal, Gabriel Virella, William V. Tamborlane, Neil H. White, Daniel L. McGee, Denis Daneman, H. Shamoon, William Dahms, S. Elsing, S. Brink, J. Ahern, Delnaz Roshandel, John M. Pach, N. W. Rodger, E. Cupelli, Dara D. Koozekanani, Abbas E. Kitabchi, K. Stoessel, B. Petty, Jamie R. Wood, J. Seegmiller, T. Strand, Y. Li, Eva L. Feldman, Larry Rand, Robert C. Colligan, T. Smith, A. Carlson, David J. Brillon, Margaret L. Bayless, M. Ong, S. Darabian, W. Hsu, Janet E. Olson, B. Rogness, N. Silvers, M. Pfiefer, B. Schaefer, E. Mendelson, S. Braunstein, Maren Nowicki, R. Reed, James S. Floyd, Z. M. Zhang, T. Sandford, R. B. Avery, A. Pratt, Paolo S. Silva, H. Bode, Alexander J. Brucker, Nikhil D. Patel, Alexander R. Lyon, M. Jenner, N. Wimmergren, L. Tuason, J. Rosenzwieg, D. J. Becker, C. Gauthier-Kelly, M. Richardson, Richard S. Crow, Andrew D. Paterson, Mark E. Molitch, Suzanne M. Strowig, S. Pendegast, M. Burger, Ramzi K. Hemady, J. Dingledine, I. H. de Boer, L. Mayer, F. Perdikaris, Om P. Ganda, F. Thoma, Karen J. Cruickshanks, Abraham Thomas, K. Klumpp, Jerry D. Cavallerano, D. Zheng, Annette Barnie, J. L. Canady, C. Wigley, David G. Miller, Sheila Smith-Brewer, D. Ostrowski, P. Crawford, K. Kelly, Robert G. Devenyi, B. Zimmerman, Susan M. Hitt, C. Johnson, L. Gurry, R. Jarboe, E. Angus, David E. Goldstein, A. Killeen, H. Schrott, Orville G. Kolterman, Mark R. Burge, Michael Rubin, J. Lipps Hagan, Alicia J. Jenkins, Hugh D. Wabers, R. Warhol, Edward Chaum, Karen L. Jones, L. Spillers, C. Miao, J. K. Jones, Angelo J. Canty, Rickey E. Carter, Evrim B. Turkbey, B. Burzuk, R. Woodwick, Evica Simjanoski, Michael W. Steffes, S. Crowell, Suresh D. Shah, H. Ricks, J. D. Carey, Paul A. Edwards, S. Holt, W. F. Schwenk, Ronald J. Oudiz, E. Brown, J. Heier, R. L. Ufret-Vincenty, L. M. Aiello, Robert A. Rizza, Karen L. Anderson, Valerie L. Arends, J. Giangiacomo, R. Liss, Aruna V. Sarma, B. Levy, Ellen J. Anderson, S. Catton, P. Callahan, Rodica Pop-Busui, S. Debrabandere, S. Moser, Bernard H. Doft, A. Malayeri, C. Johannes, R. Ramker, J. Rich, M. Fox, Rukhsana G. Mirza, Katherine A. Morgan, Thomas J. Songer, C. Shah, H. Engel, Saul M. Genuth, S. Ferguson, Anushka Patel, C. Haggan, P. Lou, J. Gordon, M. B. Murphy, D. Sandstrom, Dawn M. Ryan, Daniel H. O'Leary, B. Gloeb, Lois E. Schmidt, H. Zegarra, D. Dalton, W. Brown, Tom G. Sheidow, Margaret E. Stockman, Shyam M. Thomas, Charles McKitrick, Jyotika K. Fernandes, P. A. Bourne, L. Baker, G. Friedenberg, Allan Gordon, Allan L. Drash, S. Yoser, D. Wood, S. Johnsonbaugh, A. De Manbey, L. Kaminski, M. May, L. Bestourous, A. Kowarski, M. Geckle, M. Hartmuller, Michael Bryer-Ash, S. List, F. Goetz, V. Reppucci, D. Etzwiler, Rose A. Gubitosi-Klug, M. Brabham, E. Golden, A. Nayate, J. Hu, M. McLellan, Ronald Klein, N. Rude, B. Vittetoe, John M. Lachin, M. Christofi, Zhuo Chen, Isaac Boniuk, C. Strauch, K. Gunyou, L. Delahanty, W. T. Garvey, Andrew P. Boright, Larry D. Hubbard, D. Weiss, Igor Grant, Jonathan Q. Purnell, Jean M. Bucksa, N. Olson, and B. Zinman

Subjects
0301 basic medicine, Adult, Male, medicine.medical_specialty, Diabetic neuropathy, Adolescent, 030209 endocrinology & metabolism, Gastroenterology, Nephropathy, Epigenesis, Genetic, Diabetic complications, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Diabetic Neuropathies, Internal medicine, Diabetes mellitus, Albumins, Genetics, Medicine, Humans, Molecular Biology, Genetics (clinical), Whole blood, Oligonucleotide Array Sequence Analysis, Type 1 diabetes, business.industry, Research, dNaM, DNA methylation age, DNA Methylation, medicine.disease, 030104 developmental biology, Blood pressure, Peripheral neuropathy, Diabetes Mellitus, Type 1, CpG Islands, Female, business, Developmental Biology, Genome-Wide Association Study
Abstract

Background Many CpGs become hyper or hypo-methylated with age. Multiple methods have been developed by Horvath et al. to estimate DNA methylation (DNAm) age including Pan-tissue, Skin & Blood, PhenoAge, and GrimAge. Pan-tissue and Skin & Blood try to estimate chronological age in the normal population whereas PhenoAge and GrimAge use surrogate markers associated with mortality to estimate biological age and its departure from chronological age. Here, we applied Horvath’s four methods to calculate and compare DNAm age in 499 subjects with type 1 diabetes (T1D) from the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) study using DNAm data measured by Illumina EPIC array in the whole blood. Association of the four DNAm ages with development of diabetic complications including cardiovascular diseases (CVD), nephropathy, retinopathy, and neuropathy, and their risk factors were investigated. Results Pan-tissue and GrimAge were higher whereas Skin & Blood and PhenoAge were lower than chronological age (p < 0.0001). DNAm age was not associated with the risk of CVD or retinopathy over 18–20 years after DNAm measurement. However, higher PhenoAge (β = 0.023, p = 0.007) and GrimAge (β = 0.029, p = 0.002) were associated with higher albumin excretion rate (AER), an indicator of diabetic renal disease, measured over time. GrimAge was also associated with development of both diabetic peripheral neuropathy (OR = 1.07, p = 9.24E−3) and cardiovascular autonomic neuropathy (OR = 1.06, p = 0.011). Both HbA1c (β = 0.38, p = 0.026) and T1D duration (β = 0.01, p = 0.043) were associated with higher PhenoAge. Employment (β = − 1.99, p = 0.045) and leisure time (β = − 0.81, p = 0.022) physical activity were associated with lower Pan-tissue and Skin & Blood, respectively. BMI (β = 0.09, p = 0.048) and current smoking (β = 7.13, p = 9.03E−50) were positively associated with Skin & Blood and GrimAge, respectively. Blood pressure, lipid levels, pulse rate, and alcohol consumption were not associated with DNAm age regardless of the method used. Conclusions Various methods of measuring DNAm age are sub-optimal in detecting people at higher risk of developing diabetic complications although some work better than the others.

Published
2020

2. Oxidative Stress and Cardiovascular Risk in Type 1 Diabetes Mellitus: Insights From the DCCT/EDIC Study

Author

W.H. Wilson Tang, Paula McGee, John M. Lachin, Daniel Y. Li, Byron Hoogwerf, Stanley L. Hazen, D.M. Nathan, B. Zinman, O. Crofford, S. Genuth, J. Brown‐Friday, J. Crandall, H. Engel, S. Engel, H. Martinez, M. Phillips, M. Reid, H. Shamoon, J. Sheindlin, R. Gubitosi‐Klug, L. Mayer, S. Pendegast, H. Zegarra, D. Miller, L. Singerman, S. Smith‐Brewer, M. Novak, J. Quin, Saul Genuth, M. Palmert, E. Brown, J. McConnell, P. Pugsley, P. Crawford, W. Dahms, N.S. Gregory, M.E. Lackaye, S. Kiss, R. Chan, A. Orlin, M. Rubin, D. Brillon, V. Reppucci, T. Lee, M. Heinemann, S. Chang, B. Levy, L. Jovanovic, M. Richardson, B. Bosco, A. Dwoskin, R. Hanna, S. Barron, R. Campbell, A. Bhan, D. Kruger, J.K. Jones, P.A. Edwards, J.D. Carey, E. Angus, A. Thomas, A. Galprin, M. McLellan, F. Whitehouse, R. Bergenstal, M. Johnson, K. Gunyou, L. Thomas, J. Laechelt, P. Hollander, M. Spencer, D. Kendall, R. Cuddihy, P. Callahan, S. List, J. Gott, N. Rude, B. Olson, M. Franz, G. Castle, R. Birk, J. Nelson, D. Freking, L. Gill, W. Mestrezat, D. Etzwiler, K. Morgan, L.P. Aiello, E. Golden, P. Arrigg, V. Asuquo, R. Beaser, L. Bestourous, J. Cavallerano, R. Cavicchi, O. Ganda, O. Hamdy, R. Kirby, T. Murtha, D Schlossman, S. Shah, G. Sharuk, P. Silva, P. Silver, M. Stockman, J. Sun, E. Weimann, H. Wolpert, L.M. Aiello, A. Jacobson, L. Rand, J. Rosenzwieg, M.E. Larkin, M. Christofi, K. Folino, J. Godine, P. Lou, C. Stevens, E. Anderson, H. Bode, S. Brink, C. Cornish, D. Cros, L. Delahanty, eManbey, C. Haggan, J. Lynch, C. McKitrick, D. Norman, D. Moore, M. Ong, C. Taylor, D. Zimbler, S. Crowell, S. Fritz, K. Hansen, C. Gauthier‐Kelly, F.J. Service, G. Ziegler, A. Barkmeier, L. Schmidt, B. French, R. Woodwick, R. Rizza, W.F. Schwenk, M. Haymond, J. Pach, J. Mortenson, B. Zimmerman, A. Lucas, R. Colligan, L. Luttrell, M. Lopes‐Virella, S. Caulder, C. Pittman, N. Patel, K. Lee, M. Nutaitis, J. Fernandes, K. Hermayer, S. Kwon, A Blevins, J. Parker, J. Colwell, D. Lee, J. Soule, P. Lindsey, M. Bracey, A. Farr, S. Elsing, T. Thompson, J. Selby, T. Lyons, S. Yacoub‐Wasef, M. Szpiech, D. Wood, R. Mayfield, M. Molitch, D. Adelman, S. Colson, L. Jampol, A. Lyon, M. Gill, Z. Strugula, L. Kaminski, R. Mirza, E. Simjanoski, D. Ryan, C. Johnson, A. Wallia, S. Ajroud‐Driss, P. Astelford, N. Leloudes, A. Degillio, B. Schaefer, S. Mudaliar, G Lorenzi, M. Goldbaum, K. Jones, M. Prince, M. Swenson, I. Grant, R. Reed, R. Lyon, O. Kolterman, M. Giotta, T. Clark, G. Friedenberg, W.I. Sivitz, B. Vittetoe, J. Kramer, M. Bayless, R. Zeitler, H. Schrott, N. Olson, L. Snetselaar, R. Hoffman, J. MacIndoe, T. Weingeist, C. Fountain, R. Miller, S. Johnsonbaugh, M. Patronas, M. Carney, S. Mendley, P. Salemi, R. Liss, M. Hebdon, D. Counts, T. Donner, J. Gordon, R. Hemady, A. Kowarski, D. Ostrowski, S. Steidl, B. Jones, W.H. Herman, C.L. Martin, R. Pop‐Busui, D.A. Greene, M.J. Stevens, N. Burkhart, T. Sandford, J. Floyd, J. Bantle, N. Flaherty, J. Terry, D. Koozekanani, S. Montezuma, N. Wimmergren, B. Rogness, M. Mech, T. Strand, J. Olson, L. McKenzie, C. Kwong, F. Goetz, R. Warhol, D. Hainsworth, D. Goldstein, S. Hitt, J. Giangiacomo, D.S Schade, J.L. Canady, M.R. Burge, A. Das, R.B. Avery, L.H. Ketai, J.E. Chapin, M.L. Schluter, J. Rich, C. Johannes, D. Hornbeck, M. Schutta, P.A. Bourne, A. Brucker, S. Braunstein, S. Schwartz, B.J. Maschak‐Carey, L. Baker, T. Orchard, L. Cimino, T. Songer, B. Doft, S. Olson, D. Becker, D. Rubinstein, R.L. Bergren, J. Fruit, R. Hyre, C. Palmer, N. Silvers, L. Lobes, P. Paczan Rath, P.W. Conrad, S. Yalamanchi, J. Wesche, M. Bratkowksi, S. Arslanian, J. Rinkoff, J. Warnicki, D. Curtin, D. Steinberg, G. Vagstad, R. Harris, L. Steranchak, J. Arch, K. Kelly, P. Ostrosaka, M. Guiliani, M. Good, T. Williams, K. Olsen, A. Campbell, C. Shipe, R. Conwit, D. Finegold, M. Zaucha, A. Drash, A. Morrison, J.I. Malone, M.L. Bernal, P.R. Pavan, N. Grove, E.A. Tanaka, D. McMillan, J. Vaccaro‐Kish, L. Babbione, H. Solc, T.J. DeClue, S. Dagogo‐Jack, C. Wigley, H. Ricks, A. Kitabchi, E. Chaum, M.B. Murphy, S. Moser, D. Meyer, A. Iannacone, S. Yoser, M. Bryer‐Ash, S. Schussler, H. Lambeth, P. Raskin, S. Strowig, M. Basco, S. Cercone, A. Barnie, R. Devenyi, M. Mandelcorn, M. Brent, S. Rogers, A. Gordon, N. Bakshi, B. Perkins, L. Tuason, F. Perdikaris, R. Ehrlich, D. Daneman, K. Perlman, S Ferguson, J. Palmer, R. Fahlstrom, I.H. de Boer, J. Kinyoun, L. Van Ottingham, S. Catton, J. Ginsberg, C. McDonald, J. Harth, M. Driscoll, T. Sheidow, J. Mahon, C. Canny, D. Nicolle, P. Colby, J. Dupre, I. Hramiak, N.W. Rodger, M. Jenner, T. Smith, W. Brown, M. May, J. Lipps Hagan, A. Agarwal, T. Adkins, R. Lorenz, S. Feman, L. Survant, N.H. White, L. Levandoski, G. Grand, M. Thomas, D. Joseph, K. Blinder, G. Shah, D. Burgess, I. Boniuk, J. Santiago, W. Tamborlane, P. Gatcomb, K. Stoessel, P. Ramos, K. Fong, P. Ossorio, J. Ahern, L. Meadema‐Mayer, C. Beck, K. Farrell, J Quin, P. Gaston, R. Trail, J. Lachin, J. Backlund, I. Bebu, B. Braffett, L. Diminick, X. Gao, W. Hsu, K. Klumpp, H. Pan, V. Trapani, P. Cleary, P. McGee, W. Sun, S. Villavicencio, K. Anderson, L. Dews, Naji Younes, B. Rutledge, K. Chan, D. Rosenberg, B. Petty, A. Determan, D. Kenny, C. Williams, C. Cowie, C. Siebert, M. Steffes, V. Arends, J. Bucksa, M. Nowicki, B. Chavers, D. O'Leary, J. Polak, A. Harrington, L. Funk, R Crow, B. Gloeb, S. Thomas, C. O'Donnell, E.Z. Soliman, Z.M. Zhang, Y. Li, C. Campbell, L. Keasler, S. Hensley, J. Hu, M. Barr, T. Taylor, R. Prineas, E.L. Feldman, J.W. Albers, P. Low, C. Sommer, K. Nickander, T. Speigelberg, M. Pfiefer, M. Schumer, M. Moran, J. Farquhar, C. Ryan, D. Sandstrom, M. Geckle, E. Cupelli, F. Thoma, B. Burzuk, T. Woodfill, R. Danis, B. Blodi, D. Lawrence, H. Wabers, S. Gangaputra, S. Neill, M. Burger, J. Dingledine, V. Gama, R. Sussman, M. Davis, L. Hubbard, M. Budoff, S. Darabian, P. Rezaeian, N. Wong, M. Fox, R. Oudiz, L Kim, R. Detrano, K. Cruickshanks, D. Dalton, K. Bainbridge, J. Lima, D. Bluemke, E. Turkbey, der Geest, C. Liu, A. Malayeri, A. Jain, C. Miao, H. Chahal, R. Jarboe, V. Monnier, D. Sell, C. Strauch, S. Hazen, A. Pratt, W. Tang, J. Brunzell, J. Purnell, R. Natarajan, F. Miao, L. Zhang, Z. Chen, A. Paterson, A. Boright, S. Bull, L. Sun, S. Scherer, T.J. Lyons, A. Jenkins, R. Klein, G. Virella, A. Jaffa, R. Carter, J. Stoner, W.T. Garvey, D. Lackland, M. Brabham, D. McGee, D. Zheng, R.K. Mayfield, J. Maynard, H. Wessells, A Sarma, R. Dunn, S. Holt, J. Hotaling, C. Kim, Q. Clemens, J. Brown, and K. McVary

Subjects
medicine.medical_specialty, endocrine system diseases, 030209 endocrinology & metabolism, Disease, 030204 cardiovascular system & hematology, Lower risk, medicine.disease_cause, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, Diabetes mellitus, medicine, Diseases of the circulatory (Cardiovascular) system, Coronary Heart Disease, Glycemic, Original Research, free radical, Inflammation, Type 1 diabetes, biology, business.industry, Paraoxonase, medicine.disease, paraoxonase, 3. Good health, RC666-701, Cohort, diabetes mellitus, biology.protein, Cardiology and Cardiovascular Medicine, business, Oxidant Stress, Oxidative stress, F2Isoprostane, Biomarkers
Abstract

Background Hyperglycemia leading to increased oxidative stress is implicated in the increased risk for the development of macrovascular and microvascular complications in patients with type 1 diabetes mellitus. Methods and Results A random subcohort of 349 participants was selected from the DCCT / EDIC (Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications) cohort. This included 320 controls and 29 cardiovascular disease cases that were augmented with 98 additional known cases to yield a case cohort of 447 participants (320 controls, 127 cases). Biosamples from DCCT baseline, year 1, and closeout of DCCT , and 1 to 2 years post‐ DCCT ( EDIC years 1 and 2) were measured for markers of oxidative stress, including plasma myeloperoxidase, paraoxonase activity, urinary F 2α isoprostanes, and its metabolite, 2,3 dinor‐8 iso prostaglandin F 2α . Following adjustment for glycated hemoblobin and weighting the observations inversely proportional to the sampling selection probabilities, higher paraoxonase activity, reflective of antioxidant activity, and 2,3 dinor‐8 iso prostaglandin F 2α , an oxidative marker, were significantly associated with lower risk of cardiovascular disease (−4.5% risk for 10% higher paraoxonase, P iso prostaglandin F 2α , P =0.0092). In contrast, the oxidative markers myeloperoxidase and F 2α isoprostanes were not significantly associated with cardiovascular disease after adjustment for glycated hemoblobin. There were no significant differences between DCCT intensive and conventional treatment groups in the change in all biomarkers across time segments. Conclusions Heightened antioxidant activity (rather than diminished oxidative stress markers) is associated with lower cardiovascular disease risk in type 1 diabetes mellitus, but these biomarkers did not change over time with intensification of glycemic control. Clinical Trial Registration URL : https://www.clinicaltrials.gov . Unique identifiers: NCT 00360815 and NCT 00360893.

Published
2018

3. Genome-Wide Meta-Analysis of Myopia and Hyperopia Provides Evidence for Replication of 11 Loci

Author

Mario Pirastu, G. E. Munn, L. H. Ketai, K. Taylor, Angela Döring, R. Chan, Jeffrey L. Mahon, Bradley D. Jones, M. Hebdon, Williams L. Dews, Douglas A. Greene, Michael D. Weiss, Sapna Gangaputra, E. A. Tanaka, J. Ginsberg, Ben A. Oostra, Alka Jain, D. Singer, M. Burger, Szilard Kiss, David A. Bluemke, Barbara H. Braffett, Jugnoo S Rahi, L. Sun, C. Clark, Richard M. Bergenstal, Patricia Gatcomb, Paul Mitchell, R. Trail, D. Ryan, Robert Bergren, D. D. Joseph, G. Grand, Blanche M. Chavers, J. M.Verhoeven Virginie, David S. Schade, C. Cowie, Sharon B. Schwartz, G. Ziegler, Lloyd Paul Aiello, Michael H. Brent, John I. Malone, C. Pittman, M. Reid, Stephen S. Feman, Maurizio Fossarello, Kathie L. Hermayer, J. Parker, M. N. Iyer, Hamid Mojibian, Rose Gubitosi-Klug, P. W. Conrad, Daniel T. Lackland, Michael Brändle, C. Canny, Alan F. Wright, M. E. Lackaye, David A. Lee, Rickey E. Carter, J. Brown-Friday, J. K. Jones, J. Distad, A. Thomas, Gordon C. Weir, S. Caulder, M. Szpiech, R. Gstalder, D. Rubinstein, Fred W. Whitehouse, T. Adkins, Gayle M. Lorenzi, L. Survant, Naji Younes, Robert Detrano, Lucy A. Levandoski, Charles Campbell, Lawrence J. Singerman, Johannes R. Vingerling, Joao A.C. Lima, D. Counts, V. Gama, D. M. Nathan, John Dupre, Cornelia M. van Duijn, N. Wong, Anita Harrington, Caroline Hayward, Shelley B. Bull, R. Hackel, William I. Sivitz, Enrico Cagliero, M. Spencer, Albert Hofman, Samuel S. Engel, John E. Hokanson, Julio V. Santiago, David M. Kendall, O. Crofford, T. Thompson, Lee M. Jampol, Kevin Morgan, R. Sussman, James W. Albers, Anita Agarwal, Kevin J. Blinder, Anthony D. Morrison, Nikhil D. Patel, R. Prusak, S. Hitt, Alexander R. Lyon, Saul Genuth, J. Sheindlin, J. Vaccaro-Kish, Goran Benčić, P. Titus, Lisa Diminick, N. Wimmergren, Shelly Olson, Z. Strugula, L. Goings, Lennart C. Karssen, A. Blevins, Harjit Chahal, Ronald K. Mayfield, S. Pendegast, T. J. Lyons, Ozren Polasek, Matthew A. Thomas, Annette Barnie, P. Lindsey, L. Funk, James L. Kinyoun, Neil H. White, L. Mayer, Rodney A. Lorenz, Susan G. Elner, R. L. Pate, E. Simjanoski, R. Beaser, J. Gothrup, Tien Yin Wong, Thomas Bettecken, Jae-Ho Lee, Elsayed Z. Soliman, Ronald P. Danis, Phillippa M. Cumberland, J. Selby, Pamela Rath, H. Martinez, S. Neill, D. Rosenberg, D. Zheng, R. Devenyi, Murk-Hein Heinemann, Albert V. Smith, Alicia J. Jenkins, Rukhsana G. Mirza, Konrad Oexle, Osama Hamdy, John D. Brunzell, Trevor J. Orchard, Daniel Cornfeld, K. Nickander, Igor Rudan, L. Kim, T. Williams, Christopher M. Ryan, William Dahms, P. Paczan Rath, S. Elsing, Matthew J. Budoff, Orville G. Kolterman, Seang-Mei Saw, Lisa A. Prosser, A. Determan, M. Espeland, L. Van Ottingham, B. Petty, A. Farr, Brandy N. Rutledge, Patricia A. Cleary, Margaret L. Bayless, E. Cupelli, Ronald J. Prineas, Jonathan Goldstein, Stefan Fritz, J. Harth, K. Stoessel, Jerry P. Palmer, J. Soule, John A. Colwell, Stephen W. Scherer, Cyndi F. Liu, M. Phillips, Alexander J. Brucker, B. Rogness, Caroline C W Klaver, Joan E. Bailey-Wilson, Claire L. Simpson, Gaurav K. Shah, Louis A. Lobes, S. Mohsen Hosseini, Veronique Vitart, Dwight Stambolian, Mark S. Mandelcorn, John E. Godine, Gabriel Virella, A. Cochrane, David A. Nicolle, Timothy J. Lyons, S. Schussler, Abbas E. Kitabchi, N. Grove, Matthew D. Davis, Andrew K. Vine, Joseph F. Polak, Helen Lambeth, Ayad A. Jaffa, S. Rogers, Samuel Dagogo-Jack, C. Siebert, K. Hansen, H. Shamoon, David J. Brillon, D. Schlossman, H. Ricks, Toby A. Gardner, Mary Frances Cotch, J. Quin, Om P. Ganda, Fernando Rivadeneira, F. Thoma, Brian Fleck, K. Klumpp, Manjot K. Gill, R. J. van der Geest, Hunter Wessells, P. Salemi, P. Gaston, Tae Sup Lee, T. Woodfill, Scott M. Steidl, Thomas Meitinger, Laura Portas, John E. Chapin, Robert Wojciechowski, Martin J. Stevens, Z. M. Zhang, John D. Maynard, Paul G. Arrigg, S. Yacoub-Wasef, Andrew D. Paterson, Barbara J. Maschak-Carey, Ramzi K. Hemady, J. Dingledine, Sheila Smith-Brewer, D. Ostrowski, D. Kenny, Leslie J. Raffel, R. Jarboe, E. Angus, G. Sharuk, Jie Jin Wang, Jye-Yu C. Backlund, K. Chan, R. K. Mayfield, M. Nutaitis, William V. Tamborlane, Emily Y. Chew, Michael H. Goldbaum, S. Kwon, Davida F. Kruger, Mary E. Larkin, Catherine L. Martin, M. Novak, David E. Goldstein, J. Rosenzwieg, D. J. Becker, A. E. Boulton, Jean M. Bucksa, Richard S. Crow, Thomas Donner, Philip A. Low, J. Fradkin, K. Folino, M. L. Bernal, Daniel L. McGee, R. D′Agostino, David G. Miller, Evrim B. Turkbey, Eva L. Feldman, Larry Rand, Harry Campbell, Mark R. Palmert, N. Silvers, M. Driscoll, M. Bracey, Mark E. Molitch, Boniuk Burgess, John P. Bantle, J. D. Carey, Edward Chaum, Philip Raskin, I. H. de Boer, Peter R. Pavan, C. Wigley, Maria F. Lopes-Virella, Pirro G. Hysi, C. Sommer, R. Eastman, B. Schaefer, Maren Nowicki, K. Lee, S. Braunstein, Hugh D. Wabers, A. F. Burrows, M. Johnson, B. Zinman, M. Ong, Samir S. Deeb, C. Gauthier-Kelly, S. Novella, C. Miao, S. Strowig, S. Crowell, Teri A. Manolio, S. Yalamanchi, Christian Gieger, D. Meyer, Louis M. Luttrell, Janie Lipps, William H. Herman, Michael W. Steffes, A. Galprin, A. Iannacone, Federico Murgia, E. Steuer, KyungMann Kim, James F. Wilson, S. Genuth, André G. Uitterlinden, Dean P. Hainsworth, J. Giangiacomo, Wanjie Sun, Aruna V. Sarma, R. Liss, S. Catton, Rodica Pop-Busui, S. Moser, Bernard H. Doft, A. Malayeri, B. Gloeb, W. T. Garvey, Andrew P. Boright, Alan M. Jacobson, Larry D. Hubbard, Barbara E.K. Klein, Shyam M. Thomas, Allan Gordon, Allan L. Drash, S. Yoser, S. Johnsonbaugh, L. Kaminski, G. Meekins, Jonathan Q. Purnell, B. Burzuk, John M. Lachin, M. Geckle, Ronald J. Oudiz, Isaac Boniuk, Xiaohui Li, V. Reppucci, H. Wolpert, D. Etzwiler, M. Brabham, Maria Schache, E. Golden, M. Fox, Jyotika K. Fernandes, Jerome I. Rotter, Paul N. Baird, Michael Bryer-Ash, M. Stern, H. Engel, M. Hawkins, Najaf Amin, C. O′Donnell, M. McLellan, G. Comer, Ronald Klein, D. Sandstrom, H. Zegarra, J. Gordon, M. B. Murphy, P. A. Bourne, L. Baker, Cristina Venturini, D. Wood, H.-Erich Wichmann, M. May, A. Kowarski, Timothy W. Olsen, Thomas J. Songer, Christopher J Hammond, P. Lou, Jill P. Crandall, Miao, Xiaoping, Ophthalmology, Obstetrics & Gynecology, Epidemiology, Clinical Genetics, and Internal Medicine

Subjects
Male, Linkage disequilibrium, Refractive error, genetic structures, Epidemiology, Genome-wide association study, Plant Science, Eye, Linkage Disequilibrium, ASSOCIATION SCANS, MULTIPLE, Medicine and Health Sciences, Myopia, 80 and over, 2.1 Biological and endogenous factors, Aetiology, Age of Onset, FAMILIAL AGGREGATION, Genetics, Aged, 80 and over, Multidisciplinary, AUSTRALIAN SCHOOL-CHILDREN, COMMON VARIANTS, Single Nucleotide, Middle Aged, RETINAL-PIGMENT EPITHELIUM, OUTDOOR ACTIVITY, Hyperopia, Phenotype, Genetic Epidemiology, Medicine, Female, Research Article, Genetic Markers, Adult, General Science & Technology, Science, DCCT/EDIC Research Group, European Continental Ancestry Group, Locus (genetics), Single-nucleotide polymorphism, and over, Biology, Disease Surveillance, Polymorphism, Single Nucleotide, White People, medicine, Genome-Wide Association Studies, Humans, Inherited Eye Disorders, Genetic Predisposition to Disease, Allele, Polymorphism, Eye Disease and Disorders of Vision, Alleles, Genetic Association Studies, Aged, Whites, Human Genome, Biology and Life Sciences, Computational Biology, Human Genetics, Heritability, Plant Pathology, medicine.disease, Genome Analysis, GENE, eye diseases, Ophthalmology, REFRACTIVE ERROR, Genetics of Disease, LINKAGE-DISEQUILIBRIUM, Age of onset
Abstract

Refractive error (RE) is a complex, multifactorial disorder characterized by a mismatch between the optical power of the eye and its axial length that causes object images to be focused off the retina. The two major subtypes of RE are myopia (nearsightedness) and hyperopia (farsightedness), which represent opposite ends of the distribution of the quantitative measure of spherical refraction. We performed a fixed effects meta-analysis of genome-wide association results of myopia and hyperopia from 9 studies of European-derived populations: AREDS, KORA, FES, OGP-Talana, MESA, RSI, RSII, RSIII and ERF. One genome-wide significant region was observed for myopia, corresponding to a previously identified myopia locus on 8q12 (p = 1.25×10-8), which has been reported by Kiefer et al. as significantly associated with myopia age at onset and Verhoeven et al. as significantly associated to mean spherical-equivalent (MSE) refractive error. We observed two genome-wide significant associations with hyperopia. These regions overlapped with loci on 15q14 (minimum p value = 9.11×10-11) and 8q12 (minimum p value 1.82×10-11) previously reported for MSE and myopia age at onset. We also used an intermarker linkage- disequilibrium-based method for calculating the effective number of tests in targeted regional replication analyses. We analyzed myopia (which represents the closest phenotype in our data to the one used by Kiefer et al.) and showed replication of 10 additional loci associated with myopia previously reported by Kiefer et al. This is the first replication of these loci using myopia as the trait under analysis. "Replication-level" association was also seen between hyperopia and 12 of Kiefer et al.'s published loci. For the loci that show evidence of association to both myopia and hyperopia, the estimated effect of the risk alleles were in opposite directions for the two traits. This suggests that these loci are important contributors to variation of refractive error across the distribution.

Published
2014
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4. Prolonged effect of intensive therapy on the risk of retinopathy complications in patients with type 1 diabetes mellitus: 10 years after the Diabetes Control and Complications Trial

Author

Timothy W. Olsen, S. Hitt, Thomas J. Songer, Alan M. Jacobson, A. Burwood, R. Beaser, M. Szpiech, H. Martinez, Gayle M. Lorenzi, Anthony D. Morrison, C. Hannon, A. Farr, M. Hebdon, R. Colligan, T. Manolio, C. Wilson, Kathie L. Hermayer, John I. Malone, B. Burzuk, Kathy Glander, N. Silvers, B. Jones, A. Galpirn, M. Reid, David E. Goldstein, L. Sun, J. Giangiacom, P. Lou, Dean P. Hainsworth, Shalamar D. Sibley, Ronald J. Prineas, Louis A. Lobes, H. Wolpert, Mark E. Molitch, J. Sheindlin, Senda Ajroud-Driss, L. Dews, Kate Edwards, John M. Pach, Wanjie Sun, E. Cupelli, K. Stoessel, Samuel Dagogo-Jack, K. Harvey, J. Gordon, M. B. Murphy, John P. Bantle, J. D. Carey, Inger Burnett-Zeigler, Andrew M. Paterson, Henry Ferreyra, Manjot K. Gill, Barbara H. Waberski, B. Rogness, Fred W. Whitehouse, R. Ufret, Gordon C. Weir, Daniel H. O'Leary, S. Thomas, Barbara E. K. Klein, G. Ziegler, C. Wigley, L. Kastorff, C. Siebert, M. Palmert, C. Clark, J. Brown-Friday, S. Braunstein, Martin J. Stevens, M. Nutaitis, S. Catton, Samir S. Deeb, William V. Tamborlane, J. Alappatt, Robert Bergren, R. Eastman, Samuel S. Engel, K. Gehres, John M. Lachin, Davida F. Kruger, Jill P. Crandall, P. Geithman, Blanche M. Chavers, Stephen S. Feman, Mary E. Larkin, Thomas C. Lee, Catherine L. Martin, J. Parker, C. West, A. Gordon, Hugh D. Wabers, Sharon B. Schwartz, B. Zinman, M. Espeland, Neil H. White, M. N. Iyer, Rose Gubitosi-Klug, C. Canny, Robert Detrano, S. MacLean, Alice T. Lyon, M. E. Lackaye, Oscar B. Crofford, David A. Lee, M. Brent, Mark S. Mandelcorn, D. Badal, Lucy A. Levandoski, Barbara J. Maschak-Carey, John E. Godine, M. Hawkins, R. Gstalder, L. Survant, Charles Campbell, Matthew D. Davis, Anupam Agarwal, Lawrence J. Singerman, Brandy N. Rutledge, Anita Harrington, M. Novak, David A. Nicolle, P. Gaston, Isaac Boniuk, William H. Herman, S. Park, D. Counts, J. Quin, Nancy L. Robinson, Enrico Cagliero, T. Adkins, T. Woodfill, Scott M. Steidl, John Dupre, P. A. Bourne, L. Baker, D. Sandstrom, K. Miner, L. Mayer, S. Schussler, N. Grove, N. Wong, A. Iannacone, D. Wood, Lisa Diminick, D. Meyer, Barbara Esser, T. Thompson, David M. Nathan, A. Edwards, Lee M. Jampol, David S. Schade, M. Croswell, Joseph F. Polak, M. Spencer, Helen Lambeth, Paul G. Arrigg, Janie Lipps, H. Zegarra, Rodney A. Lorenz, Ayad A. Jaffa, James W. Albers, P. Astlesford, Thomas A. Weingeist, J. Vaccaro-Kish, Alicia J. Jenkins, Ronald K. Mayfield, M. May, A. Kowarski, Michael W. Steffes, W. T. Garvey, Saul Genuth, D. Zheng, Andrew P. Boright, J. Ginsberg, M. L. Bernal, Daniel L. McGee, Eva L. Feldman, Larry Rand, P. Low, J. Rosenzweig, L. Funk, Larry D. Hubbard, Orville G. Kolterman, D. Blackburn, E. Steuer, D. Rosenberg, Rodica Pop-Busui, S. Moser, John E. Hokanson, Julio V. Santiago, Daniel T. Lackland, James L. Kinyoun, Kevin J. Blinder, K. Taylor, D. Hornbeck, C. O'Donnell, Bernard H. Doft, Susan G. Elner, Dean B. Burgess, D. Kenny, Jeffrey M. Joyce, John D. Brunzell, O. Hamdy, Jerry P. Palmer, Jonathan Q. Purnell, R. Zeither, Douglas A. Greene, E. A. Tanaka, Yu-Guang He, Ramzi K. Hemady, Arup Das, Michael Bryer-Ash, Sheila Smith-Brewer, D. Ostrowski, M. Stern, C. Williams, Andrew K. Vine, M. McLellan, Ronald Klein, Annette Barnie, Michael H. Goldbaum, E. Angus, S. Scherer, R. D'Agostino, Philip Raskin, Santica M. Marcovina, B. Schaefer, A. F. Burrows, K. Morgan, David J. Brillon, H. Ricks, S. Strowig, R. Oudiz, S. Yacoub-Wasef, Jye-Yu C. Backlund, K. Chan, B. Gloeb, M. Johnson, Stephen R. Russell, D. J. Becker, Richard S. Crow, J. L. Canady, David G. Miller, O. Stone, Allan L. Drash, S. Yoser, S. Johnsonbaugh, Edward Chaum, L. Kaminski, M. Fox, J. Kramer, M. Bracey, H. Engel, Peter R. Pavan, Maria F. Lopes-Virella, C. Sommer, Daniel P. Joseph, M. Geckle, V. Reppucci, D. Etzwiler, M. Brabham, J. Fradkin, K. Lee, Jean M. Bucksa, E. Golden, Thomas Donner, Edwin M. Stone, Shelley B. Bull, William I. Sivitz, J. Selby, Pamela Rath, Murk-Hein Heinemann, L. Kim, T. Williams, D. Noller, D. Singer, J. Long, G. Grand, R. Devenyi, J. M. Schluter, B. Petty, Margaret L. Bayless, Alexander J. Brucker, S. Fritz, C. Cowie, Om P. Ganda, F. Thoma, K. Klumpp, Z. Strugula, Timothy J. Lyons, Patricia A. Cleary, A. Blevins, H. Shamoon, J. Soule, John A. Colwell, M. Phillips, Gaurav K. Shah, C. Hurtenbach, S. Rogers, Richard M. Bergenstal, Patricia Gatcomb, R. Trail, H. Culver Boldt, J. Bayless, Jonathan Shankle, David M. Kendall, Matthew A. Thomas, P. G. Sharuk, P. Lindsey, Ronald P. Danis, Christopher M. Ryan, William Dahms, P. Paczan Rath, S. Elsing, Gabriel Virella, Abbas E. Kitabchi, D. Moore, S. Pendegras, Trevor J. Orchard, K. Nickander, A. Determan, L. Van Ottingham, J. Harth, Michael W. Neider, and Shelly Olson

Subjects
Adult, Blood Glucose, Male, medicine.medical_specialty, endocrine system diseases, Adolescent, Article, law.invention, chemistry.chemical_compound, Young Adult, Randomized controlled trial, law, Risk Factors, Internal medicine, Diabetes mellitus, medicine, Prevalence, Humans, Hypoglycemic Agents, Insulin, Risk factor, Infusion Pumps, Glycated Hemoglobin, Type 1 diabetes, Diabetic Retinopathy, medicine.diagnostic_test, business.industry, Incidence, Fundus photography, Diabetic retinopathy, medicine.disease, Surgery, Ophthalmology, Diabetes Mellitus, Type 1, chemistry, Disease Progression, Female, Glycated hemoglobin, business, Retinopathy, Follow-Up Studies
Abstract

OBJECTIVE To examine the persistence of the original treatment effects 10 years after the Diabetes Control and Complications Trial (DCCT) in the follow-up Epidemiology of Diabetes Interventions and Complications (EDIC) study. In the DCCT, intensive therapy aimed at near-normal glycemia reduced the risk of microvascular complications of type 1 diabetes mellitus compared with conventional therapy. METHODS Retinopathy was evaluated by fundus photography in 1211 subjects at EDIC year 10. Further 3-step progression on the Early Treatment Diabetic Retinopathy Study scale from DCCT closeout was the primary outcome. RESULTS After 10 years of EDIC follow-up, there was no significant difference in mean glycated hemoglobin levels (8.07% vs 7.98%) between the original treatment groups. Nevertheless, compared with the former conventional treatment group, the former intensive group had significantly lower incidences from DCCT close of further retinopathy progression and proliferative retinopathy or worse (hazard reductions, 53%-56%; P < .001). The risk (hazard) reductions at 10 years of EDIC were attenuated compared with the 70% to 71% over the first 4 years of EDIC (P < .001). The persistent beneficial effects of former intensive therapy were largely explained by the difference in glycated hemoglobin levels during DCCT. CONCLUSION The persistent difference in diabetic retinopathy between former intensive and conventional therapy ("metabolic memory") continues for at least 10 years but may be waning. TRIAL REGISTRATION (clinicaltrials.gov) Identifiers: NCT00360815 and NCT00360893.

Published
2008

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