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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. Laser treatment in fellow eyes with large drusen: updated findings from a pilot randomized clinical trial11The members of the Choroidal Neovascularization Prevention Trial Research Group are listed in the appendix

Author

Michael A. Novak, John H. Niffenegger, Mary Oldroyd, Gregg Greanoff, Robert L. Jack, Sue Solomon, Hong Lei, Maureen G. Maguire, John DuBois, Rajiv Anand, David V. Weinberg, Lee M. Jampol, Eric R. Holz, Beth Chiapetta, Scott D. Pendergast, Serge deBustros, Lisa Hawkins, Marcia Griffin, Jack Cohen, Maureen Hyatt, Don Doherty, David Callanan, Melanie Harris, Timothy W. Olsen, Z. Nicholas Zakov, Abraham Poulose, Rick D. Isernhagen, Justin L. Gottlieb, Hernando Zegarra, Michelle Bartel, Suresh R. Chandra, David A. Saperstein, Connie Fountain, Penny Avery, Ed Heffron, Ray Northway, Daniel F. Martin, Nelson R. Sabates, Ron Schuchard, Frank Meyers, Mark S. Blumenkranz, Kirk H. Packo, William B. Snyder, Diane E. Weiss, Sally Arceneaux, Thomas S. Stevens, Bill Ward, Bob Boleman, James C. Folk, H. Culver Boldt, Jennie Perry, Karen M. Gehrs, Michael W. Neider, Len Richine, Jeanne Van Arsdall, Hunter L. Little, Dwain G. Fuller, Paul Sternberg, Theresa Anderson, Alice T. Lyon, Barbara A Blodi, Kim Tilocco-DuBois, Lawrence J. Singerman, Gabriela Nemes, Jenny Wolfe, Thomas M. Aaberg, Geraldine Daley, Ray Swords, Leslie Cornett, Zuzanna Strugala, David H. Orth, Carolyn Vogel, Stephen R. Russell, Mickie Keeling, Celeste Figliulo, Gene Knutson, William J. Wood, Vicki Crosser, James Gilman, Yvonne Taul, Mary Ilk, Robert Harrison, Susan Lichterman, Cynthia Nork, Felix N. Sabates, Chris Morrison, John W. King, W. Walker, Katherine Lluen-Johnson, Douglas Bryant, Thomas A. Rice, Donna Knight, Camille S. Matta, Hank Aguado, Hugh D. Wabers, Gary Gallimore, Gary E. Fish, Bradley F. Jost, and Edward A. Slade

Subjects
Ophthalmology, medicine.medical_specialty, Randomized controlled trial, law, business.industry, Laser treatment, medicine, Optometry, Drusen, business, medicine.disease, law.invention
Published
2003
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3. 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

4. Brightness, Contrast, and Color Balance of Digital versus Film Retinal Images in the Age-Related Eye Disease Study 2

Author

Anthony J. Pugliese, Ronald P. Danis, Larry D. Hubbard, James White, Dennis W. Thayer, Hugh D. Wabers, Michael W. Neider, and Michael F. Pugliese

Subjects
Male, Brightness, Light, genetic structures, Channel (digital image), Image quality, media_common.quotation_subject, Color, Color balance, Drusen, Luminance, Retina, Macular Degeneration, Digital image, Photography, medicine, Humans, Contrast (vision), Computer vision, Aged, Mathematics, media_common, Aged, 80 and over, business.industry, Signal Processing, Computer-Assisted, Middle Aged, medicine.disease, Female, sense organs, Artificial intelligence, business
Abstract

PURPOSE To analyze brightness, contrast, and color balance of digital versus film retinal images in a multicenter clinical trial, to propose a model image from exemplars, and to optimize both image types for evaluation of age-related macular degeneration (AMD). METHODS The Age-Related Eye Disease Study 2 (AREDS2) is enrolling subjects from 90 clinics, with three quarters of them using digital and one quarter using film cameras. Image brightness (B), contrast (C), and color balance (CB) were measured with three-color luminance histograms. First, the exemplars (film and digital) from expert groups were analyzed, and an AMD-oriented model was constructed. Second, the impact of B/C/CB on the appearance of typical AMD abnormalities was analyzed. Third, B/C/CB in AREDS2 images were compared between film (156 eyes) and digital (605 eyes), and against the model. Fourth, suboptimal images were enhanced by adjusting B/C/CB to bring them into accord with model parameters. RESULTS Exemplar images had similar brightness, contrast, and color balance, supporting an image model. Varying a specimen image through a wide range of B/C/CB revealed greatest contrast of drusen and pigment abnormalities against normal retinal pigment epithelium with the model parameters. AREDS2 digital images were more variable than film, with lower correspondence to our model. Ten percent of digital were too dim and 19% too bright (oversaturated), versus 1% and 4% of film, respectively. On average, digital had lower green channel contrast (giving less retinal detail) than film. Overly red color balance (weaker green) was observed in 23% of digital versus 8% of film. About half of digital (but fewer film) images required enhancement before AMD grading. After optimization of both image types, AREDS2 image quality was judged as good as that in AREDS (all film). CONCLUSIONS A histogram-based model, derived from exemplars, provides a pragmatic guide for image analysis and enhancement. In AREDS2, the best digital images matched the best film. Overall, however, digital provided lower contrast of retinal detail. Digital images taken with higher G-to-R ratio showed better brightness and contrast management. Optimization of images in the multicenter study helps standardize documentation of AMD (ClinicalTrials.gov NCT00345176).

Published
2008
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