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2. Natural History of Drusenoid Pigment Epithelial Detachment Associated with Age-Related Macular Degeneration

Author

Jeannette J. Yu, Elvira Agrón, Traci E. Clemons, Amitha Domalpally, Freekje van Asten, Tiarnan D. Keenan, Catherine Cukras, Emily Y. Chew, Frederick L. Ferris, John Paul SanGiovanni, Traci Clemons, Anne Lindblad, Robert Lindblad, Nilay Shah, Robert Sperduto, Wendy McBee, Gary Gensler, Molly Harrington, Alice Henning, Katrina Jones, Kumar Thotapally, Diana Tull, Valerie Watson, Kayla Williams, Christina Gentry, Francine Kaufman, Chris Morrison, Elizabeth Saverino, Sherrie Schenning, Barbara Blodi, Ronald P. Danis, Matthew Davis, Kathy Glander, Gregory Guilfoil, Larry D. Hubbard, Kristine Johnson, Ronald Klein, Barbara Nardi, Michael Neider, Nancy Robinson, Eileen Rosensteel, Hugh Wabers, Grace Zhang, Alan J. Ruby, Antonio Capone, Bawa Dass, Kimberly Drenser, Bruce R. Garretson, Tarek S. Hassan, Michael Trese, George A. Williams, Jeremy Wolfe, Tina Bell, Mary Zajechowski, Dennis Bezaire, Fran McIver, Anthony Medina, Jackie Pagett, Stephanie Hatch Smith, Lynn Swartz, Tom Treuter, Andrew Antoszyk, Justin Brown, David J. Browning, Walter Holland, Angella Karow, Kelly Stalford, Angela Price, Sarah Ennis, Sherry Fredenberg, Jenna Herby, Uma Balasubramaniam, Loraine Clark, Donna McClain, Michael McOwen, Lynn Watson, Michael Klein, Steven T. Bailey, Thomas J. Hwang, Andreas Lauer, J. Timothy Stout, Patty McCollum, Milt Johnson, Patrick B. Rice, Ivana Kim, John Loewenstein, Joan Miller, Lucia Sobrin, Lucy Young, Jacqueline Sullivan, Patricia Houlihan, Linda Merry, Ann Marie Lane, Ursula Lord Bator, Claudia Evans, Sarah Brett, Charleen Callahan, Marcia Grillo, David Walsh, Kamella Lau Zimmerman, Gary Edd Fish, Rajiv Anand, Lori E. Coors, Dwain G. Fuller, Rand Spencer, Robert C. Wang, Karen Duignan, Sally Arceneaux, Hank Aguado, Nicholas Hesse, Michael Mackens, Brian Swan, Wai T. Wong, Monica Dalal, Naima Jacobs-El, Catherine Meyerle, Benjamin Nicholson, Henry Wiley, Katherine Hall Shimel, Angel Garced, Janice Oparah, Greg Short, Alana Temple, Babilonia Ayukawa, Guy Foster, Darryl Hayes, Dessie Koutsandreas, Roula Nashwinter, John Rowan, Michael Bono, Denise Cunningham, Marilois Palmer, Alicia Zetina, David H. Orth, Kourous Rezaei, Joseph Civantos, Sohail Hasan, Kirk Packo, Celeste Figliulo, Pam Stanberry, Tara Farmer, Kiersten Nelson, Shannya Townsend-Patrick, Philip Rosenfeld, Royce Chen, Rishi Doshi, Sander Dubovy, Brian T. Kim, Matthew Lowrance, Andrew Moshfeghi, Zayna Nahas, Gary Schienbaum, John Vishak, Christina Weng, Zohar Yehoshua, Belen Rodriguez, Jose Rebimbas, Jane Gleichauf, Mike Kicak, Jason Mena, Tim Odem, Elizabeth Sferza-Camp, Alicia Disgdiertt, Jim Oramas, Isabel Rams, Stephanie Thatcher, Susan B. Bressler, Neil M. Bressler, Daniel Finkelstein, Steven H. Sherman, Sharon Solomon, Howard S. Ying, Rita Denbow, Deborah Phillips, Elizabeth Radcliffe, Judy Belt, Dennis Cain, David Emmert, Mark Herring, Jacquelyn McDonald, G. Baker Hubbard, Chris S. Bergstrom, Blaine Cribbs, Andrew Hendrick, Brandon Johnson, Philip Laird, Sonia Mehta, Timothy Olsen, Justin Townsend, Jion Yan, Steven Yeh, Linda Curtis, Judy Brower, Hannah Yi, Jannah Rutter Dobbs, Debbie Jordan, Michael J. Elman, Robert A. Liss, JoAnn Starr, Jennifer Belz, Charlene Putzulo, Teresa Coffey, Ashley Davis, Pamela Singletary, Giorya Shabi Andreani, Theresa Cain, Daniel Ketner, Peter Sotirakos, Suresh Chandra, Barbara A. Blodi, Michael M. Altaweel, Justin L. Gottlieb, Michael Ip, T. Michael Nork, Thomas S. Stevens, Kathryn Burke, Shelly Olson, Kristine Dietzman, Barbara Soderling, Guy Somers, Angie Wealti, Denise Krolnik, John Peterson, Sandra Reed, Thomas Friberg, Andrew Eller, Denise Gallagher, Leanne Labriola, Melissa Pokrifka, Aron Gedansky, Natalie Anthony, Cassandra Grzybowski, Dawn Matthews, Sharon Murajda-Jumba, Jessica Toro, David G. Callanan, Wayne A. Solley, Patrick Williams, Sandy Lash, Bob Boleman, Chris Dock, Michel Shami, Brenda Arrington, Ashaki Meeks, Alan R. Margherio, Paul Raphaelian, Debra Markus, Justin Langdon, Elizabeth Truax, Sandy Lewis, Brad Terry, Amy Noffke, Kean Oh, Ramin Sarrafizadeh, Scott Sneed, Julie Hammersley, Serena Neal, Mary Doran, Nan Jones, Lisa Preston, Heather Jessick, Tanya Tracy Marsh, Michael Tolentino, Adam Berger, Richard Hamilton, David Misch, Suk Jin Moon, Dawn Sutherland, Vera Dilts, Sara Henderson, Esmeralda Medina, Donald Trueman, Laura Holm, Jason Strickland, Darmakusuma Ie, Jeffrey L. Lipkowitz, Kekul B. Shah, Susan Geraghty, Beverly Sannazzaro, Morgan Harper, Krista Bayer, Mary B. Lansing, Lauren B. Fox, Rebecca Lee, Jay B. Stallman, Michael Jacobson, Sean Koh, Scott Lampert, John Miller, Mark Rivellese, Atul Sharma, Robert A. Stoltz, Stephanie Vanderveldt, Leslie Marcus, Starr Hendricks, Ryan Hollman, Grethel Betanzos, Leslie Ellorin, Shelly Fulbright, Debbie McCormick, Paul A. Edwards, Julianne Hall, Mary Monk, Melanie Gutkowski, Melina Mazurek, Janet Murphy, Katherine Gusas, Crystal Moffett, David Burley, Nicole Chesney, Katie Kilgo, Brian Rusinek, Bradley Stern, Tracy Troszak, Rhonda Baker-Levingston, Carl W. Baker, Tracey Caldwell, Tammy Walker, Lynnette F. Lambert, Tracey Martin, Mary Jill Palmer, Tana Williams, Michael A. Novak, Joseph Coney, David G. Miller, Scott Pendergast, Lawrence Singerman, Nicholas Zakov, Hernando Zegarra, Kim DuBois, Susan Rath, Lori Revella, Tammy Brink, Kim Drury, Lisa Hogue, Mary Ilc, Connie Keller, Elizabeth McNamara, Vivian Tanner, Tamara Cunningham, John DuBois, Gregg Greanoff, Trina Nitzsche, Sheila Smith-Brewer, Ricky D. Isernhagen, John W. Kitchens, Thomas W. Stone, William J. Wood, Diana Holcomb, Virginia Therrien, Michelle Buck, Jeanne Van Arsdall, Edward Slade, Todd E. Schneiderman, David J. Spinak, Jackie Gaedke, Heather Davis Brown, Dan Helgren, Jenifer Garrison Pangelinan, Lawrence Halperin, Scott Anagnoste, Mandeep Dhalla, Krista Rosenberg, Barry Taney, W. Scott Thompson, Jaclyn Lopez, Monica Hamlin, Monica Lopez, Jamie Mariano, Evelyn Quinchia, Patricia Aramayo, Rita Veksler, Michael Lee, Richard Dreyer, Irvin Handelman, Colin Ma, Mark Peters, Stephen Hobbs, Amanda Milliron, Marcia Kopfer, Michele Connaughton, A. Christine Hoerner, R. Joseph Logan, Harry J. Wohlsein, David Boyer, Thomas G. Chu, Pouya Dayani, David Liao, Roger L. Novack, Firas M. Rahhal, Richard Roe, Homayoun Tabandeh, Janet Bayramyan, Tammy Gasparyan, Connie Hoang, Janet Kurokouchi, Tammy Eileen Lo, Richard Ngo, Mary Ann Nguyen, Michael Peyton, Charles Yoon, Julio Sierra, Adam Zamboni, Jeff Kessinger, Eric Protacio, Adam Smucker, Pamela Rath, Robert Bergren, Bernard Doft, Judy Liu, Karl Olsen, Lori Merlotti, Willia Ingram, Kellianne Marfisi, Kimberly Yeckel, Heather Schultz Carmelo, Amanda Fec, Keith McBroom, David Steinberg, Marc Levy, Jody Abrams, Melvin Chen, Waldemar Torres, Peggy Jelemensky, Mark Prybylski, Tara Raphael, Diana Appleby, Charlotte Rodman, Mark Sneath, Robert H. Rosa, Vanessa Hoelscher, Adelia Castano, Jocelyn Parker, John Hoskins, Nicholas Anderson, Joseph Googe, Tod A. McMillan, James Miller, Stephen Perkins, Kristina Oliver, Jennifer Beerbower, Bruce Gilliland, Cecile Hunt, Mike Jacobus, Raul Lince, Christopher Morris, Sarah Oelrich, Jerry Whetstone, Clement K. Chan, Steven Lin, Kim Walther, Tiana Gonzales, Lenise Myers, Kenneth Huff, David M. Brown, Eric Chen, Matthew S. Benz, Richard H. Fish, Rosa Y. Kim, James Major, Tien Pei Wong, Charles Wycoff, Cassandra Cone, Debbie Goates Gilaspia, Nubia Landaverde, Robert Smith, Deneva Zamora, Veronica Sneed, Melina Vela, Eric Kegley, Craig Greven, Shree Kurup, Charles Richards, Madison Slusher, Cara Everhart, Joan Fish, Mark Clark, David Miller, Marshall Tyler, J. Michael Jumper, Arthur D. Fu, Robert N. Johnson, Brandon Lujan, H. Richard McDonald, Rosa Rodriguez, Nina Ansari, Jeanifer Joaquin, Silvia Linares, Lizette Lopez, Jessica Sabio, Sean Grout, Chad Indermill, Yesmin Urias, Roberto Zimmerman, Linda Margulies, Sara J. Schmidt, Joy L. Meier, Sherry L. Hadley, William Rosenthal, Barbara Johnson, Lois Swafford, Richard Shields, R. Scott Varner, Richard Rosen, Ronald Gentile, Melissa Rivas, Katy W. Tai, Wanda Carrasquillo-Boyd, Robert Masini, Glenn Stoller, Ken Carnevale, Diane M. LaRosa, Barbara Burger, Tereza Conway, Carla Del Castillo, Julissa Diaz, Susan Jones, Nina Mondoc, Charlene Balfour, C.H. Vitha, Jennifer Lutz, Barbara McGinley, Fadi El Baba, Ann Marie Lavorna, Renee Jones, Jean Lewis, Ruth Tenzler, Mary Salvas-Mladek, Diane Van Kesteren, W. Copley McLean, W. Zachery Bridges, Cameron Stone, Denise Ammons, Mary Lamy, Andrea Menzel, Lea Doll Raymer, Barbara Campbell, Lisa Hawkins, Leslie Rickman, Lorraine Sherlin, Paula Price, Albert Sinyai, Ronald Kingsley, Reagan H. Bradford, Robert E. 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Prensky, Steven Truong, Julia Teatsworth, Michelle Dietrich, Ann Wasilus, Ann Miller, Megan Rakes, Teresa Slagle, Michelle Richards, Patricia Schuessler, Lacy Stover, Paul Beer, Naomi S. Falk, Mary Beth Shannon, Jeannie Olmeda, Don Berdeen, Joseph F. Fisher, James Folk, Stephen Russell, Barbara Taylor, Connie Hinz, Jean Walshire, Heather Stockman, Bruce Critser, Stefani Karakas, Cindy Montague, Randy Verdick, Omesh Gupta, Joseph Maguire, Christopher Brady, Francis Char DeCroos, Michael Dollin, Sunir Garg, Adam Gerstenblith, Julia Haller, Allen C. Ho, Jason Hsu, Richard Kaiser, John Pitcher, Carl Regillo, Rajiv Shah, Marc Spirn, William Tasman, James Vander, Noga Senderowitsch, Michele Formoso, Michelle Markun, Cedric George, Christina Centinaro, Lisa Grande, Stefanie Carey, Elaine Liebenbaum, SriniVas Sadda, Mark Humayun, Rachel Sierra, Elizabeth Corona, Margaret Padilla, Moonseok Nu, Sylvia Ramos, Cullen Barnett, Glenn Currie, Cornelia Gottlieb, Richard Garfinkel, Daniel Berinstein, Marcus Colyer, William Deegan, Michael Min-Shyue Lai, Robert Murphy, Michael Osman, Michael Rivers, Reginald Sanders, Manfred A. von Fricken, Debbie Oliver, Jeanne Kirshon, Tanya Alexander Snowden, Thomas Blondo, Alysia Cronise, Vanessa Denny, Kylie Mendez, Janine Newgen, Justin Davis, Mike Flory, Robert Frantz, Bryan Murphy, Steve Rauch, Judy E. Kim, Jane Bachman, Thomas B. Connor, Dennis P. Han, Kimberly Stepian, David V. Weinberg, William J. Wirostko, Krissa Packard, Tracy Kaczanowski, Vesper Williams, Vicki Barwick, Judy Flanders, Dennis Backes, Joe Beringer, Kristy Keller, Kathy Selchert, Paul Bernstein, Michael Teske, Albert Vitale, Susan Allman, Bonnie Carlstrom, Kimberley Wegner, Anne Haroldsen, Deborah Harrison, Cyrie Fry, James Gilman, Glen Jenkins, Paula Morris, Michael Rauser, Joseph Fan, Mukesh Suthar, Gisela Santiago, Kara Rollins Halsey, Christy Quesada, William Kiernan, Jesse Knabb, Richard Alan Lewis, Cindy Dorenbach, Steven Spencer, Dana Barnett, Joseph Morales, Barron C. Fishburne, Jeffrey G. Gross, Michael A. Magee, Amy Flowers, Angie McDowell, Randall Price, Suber Huang, Johnny Tang, Shawn Wilker, Cherie Hornsby, Lisa Ferguson, Kirk Krogstad, Riva Adamovsky, Peggy Allchin, Kathleen Carlton, Claudia Clow, Kelly Sholtis, Stephanie Burke, Mark Harrod, Stacie Hrvatin, Geoffrey Pankhurst, Nelson R. Sabates, Michael Cassell, Komal Desai, Abraham Poulose, Felix Sabates, Yin Chen, Gary Gallimore, Yolanda Konior, Nicola Kim, Sami Uwaydat, Deborah Troillett, Karen Aletter, Robert N. Frank, Gary Abrams, James Puklin, Asheesh Tewari, Cheryl Milanovic, Melanie Bailey, David Griffith, Dena McDonald, Kit Morehead, Zlatan Sadikovic, Lisa Schillace, Elizabeth Silvis, Brian Joondeph, Nancy Christmas, Alan Kimura, Mimi Liu, Stephen Petty, John Zilis, Jenny Benitez, Cassandra Berryman Catlett, Eric Fluegel, Shane Mowry, Hoang Nguyen, David Reflow, Odette M. Houghton, Seema Garg, Maurice B. Landers, Travis Meredith, Sandy Barnhart, Megha Karmalkar, Debra Cantrell, Rona Lyn Esquejo-Leon, Linda Manor, Sue Pope, David Stines, Amelia Stokely, Dean Hainsworth, Dyann Helming, Debbie Eichelberger, Mary Paige Leaton, Chuck Hamm, Edward Chaum, Alessandro Iannaccone, Barbara Jennings, Tracy Murray, Joe Mastellone, Robert Millay, Brian Kim, Theresa Goddard, Liza Jarrett Beaudette, Nina Changelian-Aitken, Fernando Corrada, Jason Dubuque, Raymond Iezzi, Sophie J. Bakri, Jose S. Pulido, Diane Vogen, Rebecca Nielsen, Karin Berg, Jean Burrington, Shannon Howard, Joan Overend, Zbigniew Krason, Denise Lewison, Thomas Link, Kevin J. Blinder, Nicholas E. Engelbrecht, M. Gilbert Grand, Daniel P. Joseph, Gaurav K. Shah, Bradley Smith, Matthew Thomas, Rhonda Weeks, Lynda Boyd, Dana Gabel, Ron Adelman, John Huang, James Kempton, Aaron Parnes, Jennifer Dupont, Elizabeth Perotti, Victoria Donaldson, Kenneth Fong, Pamela Ossorio, Anita Agarwal, Paul Sternberg, Sandy Owings, Tony Adkins, Elaine Lok, Garvin Munn, Buddy Skellie, Neelakshi Bhagat, Monique S. Roy, Marco Zarbin, Catherine Fay, Michael Lazar, Beth Malpica, Tatiana Mikheyav, Lawrence Ulanski, Jennifer Lim, Marcia Niec, Tametha Johnson, Yesenia Ovando, Catherine Nail Carroll, Mark Janowicz, Steven Schwartz, David Cupp, Michael Gorin, Gad Heilweil, Hamid Hosseini, Jean-Pierre Hubschman, Allan Kreiger, Tara Young McCannel, Carolyn Pan, David Sarraf, Irena Tsui, Joshua Udoetek, Vinad Voleti, Logan Hitchcock, Rosaleen Ostrick, Melissa Chun, Jennie Kageyama, Nilo Davila, Kristin Lipka, Christina Shin, Cynthia Owsley, Michael Albert, Richard Feist, John Mason, Martin Thomley, Angelia Johnson, Tracy Emond, Joanna Hamela, Angela Marsh, Karen Searcey, Kia Rookard, Yu-Guang He, Rafael L. Ufret-Vincenty, Mike Molai, William Anderson, John Horna, Alan Letson, Colleen Cebulla, Susie Chang, Fred Davidorf, Jill Salerno, Laura Sladoje, Christina Stetson, Jeri Perry, Scott Savage, Cynthia Toth, Glenn Jaffe, Stefanie Schuman, Neeru Sarin, Jim Crowell, Tiffanie Keaton, Michael Kelly, Brian Lutman, Marriner Skelly, Lauren Welch, Lawrence Morse, Allan Hunter, Susanna Soon-Chun Park, Cynthia Wallace, Ember Dhillon, Marisa Salvador, Barbara Holderreed, Karishma Chandra, Sashi Kaur, Ellen Redenbo, Smiley Hom, Michael Cooney, Irene Barbazetto, James M. Klancnik, John A. Sorenson, Lawrence Yannuzzi, Maria Scolaro, Eugene Agresta, Nancy Gonzalez, Sandeep Grover, K.V. Chalam, Shailesh Gupta, Christopher Lyons, Wenhua Li, Chirag Patel, Jose Carrion, Henry Ferreyra, Amberly Rodriguez, Iliana Molina, Gabriel Balea, Pam Emory, Marlene Rico, Giorgio Siqueiros, Alexander J. Brucker, Joshua Dunaief, Juan Grunwald, Benjamin Kim, Albert M. Maguire, Brian VanderBeek, Sheri Drossner, Joan DuPont, Rebecca Salvo, Jim Berger, Cheryl Devine, Bill Nyberg, Laurel Weeney, David DiLoreto, Mina Chung, Valerie Davis, Peter MacDowell, George O. Gara, Daniel Castillo, Andrea Czubinski, Melissa Keim, Brandi Hardy, Rachel Grunhaus Hollar, Lynn Schueckler, Alice T. Lyon, Aaron Weinberg, Mira Shiloach, Nicole Pelkofer, Qin Zhou, Laura McPoland, Rajendra Apte, P. Kumar Rao, Sam Pistorius, Jamie Kambarian, Eve Adcock, Sarah Gould, Melanie Quinn, Rhonda Curtis, Amy Frost, Charla Meyer, and Greg Rathert

Subjects
0303 health sciences, medicine.medical_specialty, Visual acuity, genetic structures, business.industry, Eye disease, Hazard ratio, Age-Related Eye Disease Study, Retrospective cohort study, Fundus (eye), Macular degeneration, medicine.disease, eye diseases, 03 medical and health sciences, Ophthalmology, 0302 clinical medicine, 030221 ophthalmology & optometry, medicine, sense organs, medicine.symptom, Prospective cohort study, business, 030304 developmental biology
Abstract

Purpose To investigate the natural history and genetic associations of drusenoid pigment epithelial detachment (DPED) associated with age-related macular degeneration (AMD). Design Retrospective analysis of a prospective cohort study. Participants Of the 4203 Age-Related Eye Disease Study 2 (AREDS2) participants, 391 eyes (325 participants) had DPED without late AMD at the time of DPED detection. Genetic analyses included 120 white AREDS2 participants and 145 Age-Related Eye Disease Study (AREDS) participants with DPED. Methods Baseline and annual stereoscopic fundus photographs were graded centrally to detect DPED, a well-defined yellow elevated mound of confluent drusen ≥433 μm in diameter, and to evaluate progression rates to late AMD: geographic atrophy (GA) and neovascular (NV)-AMD. Five single nucleotide polymorphisms (CFH [rs10611670], C3 [rs2230199], CFI [rs10033900], C2/CFB [rs114254831], ARMS2 [rs10490924]) and genetic risk score (GRS) group were investigated for association with DPED development. Kaplan–Meier analyses and multivariable proportional hazard regressions were performed. Main Outcome Measures Progression rates to late AMD and decrease of ≥3 lines in visual acuity (VA) from the time of DPED detection; association of rate of DPED development with genotype. Results Mean (standard deviation [SD]) follow-up time from DPED detection was 4.7 (0.9) years. DPED was associated with increased risk of progression to late AMD (hazard ratio [HR], 2.36; 95% confidence interval [CI], 1.98–2.82; P Conclusions This study replicates the results of previous natural history studies of eyes with DPED including the high rates of progression to late AMD and vision loss (regardless of progression to late AMD). The genetic associations are consistent with genes associated with AMD progression.

Published
2019
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3. Progression of Geographic Atrophy in Age-related Macular Degeneration

Author

Tiarnan D. Keenan, Elvira Agrón, Amitha Domalpally, Traci E. Clemons, Freekje van Asten, Wai T. Wong, Ronald G. Danis, SriniVas Sadda, Philip J. Rosenfeld, Michael L. Klein, Rinki Ratnapriya, Anand Swaroop, Frederick L. Ferris, Emily Y. Chew, John Paul SanGiovanni, Traci Clemons, Anne Lindblad, Robert Lindblad, Nilay Shah, Robert Sperduto, Wendy McBee, Gary Gensler, Molly Harrington, Alice Henning, Katrina Jones, Kumar Thotapally, Diana Tull, Valerie Watson, Kayla Williams, Christina Gentry, Francine Kaufman, Chris Morrison, Elizabeth Saverino, Sherrie Schenning, Barbara Blodi, Ronald P. Danis, Matthew Davis, Kathy Glander, Gregory Guilfoil, Larry D. Hubbard, Kristine Johnson, Ronald Klein, Barbara Nardi, Michael Neider, Nancy Robinson, Eileen Rosensteel, Hugh Wabers, Grace Zhang, Alan J. Ruby, Antonio Capone, Bawa Dass, Kimberly Drenser, Bruce R. Garretson, Tarek S. Hassan, Michael Trese, George A. Williams, Jeremy Wolfe, Tina Bell, Mary Zajechowski, Dennis Bezaire, Fran McIver, Anthony Medina, Jackie Pagett, Stephanie Hatch Smith, Lynn Swartz, Tom Treuter, Andrew Antoszyk, Justin Brown, David J. Browning, Walter Holland, Angella Karow, Kelly Stalford, Angela Price, Sarah Ennis, Sherry Fredenberg, Jenna Herby, Uma Balasubramaniam, Loraine Clark, Donna McClain, Michael McOwen, Lynn Watson, Michael Klein, Steven T. Bailey, Thomas J. Hwang, Andreas Lauer, J. Timothy Stout, Patty McCollum, Milt Johnson, Patrick B. Rice, Ivana Kim, John Loewenstein, Joan Miller, Lucia Sobrin, Lucy Young, Jacqueline Sullivan, Patricia Houlihan, Linda Merry, Ann Marie Lane, Ursula Lord Bator, Claudia Evans, Sarah Brett, Charleen Callahan, Marcia Grillo, David Walsh, Kamella Lau Zimmerman, Gary Edd Fish, Rajiv Anand, Lori E. Coors, Dwain G. Fuller, Rand Spencer, Robert C. Wang, Karen Duignan, Sally Arceneaux, Hank Aguado, Nicholas Hesse, Michael Mackens, Brian Swan, Catherine Cukras, Monica Dalal, Naima Jacobs-El, Catherine Meyerle, Benjamin Nicholson, Henry Wiley, Katherine Hall Shimel, Angel Garced, Janice Oparah, Greg Short, Alana Temple, Babilonia Ayukawa, Guy Foster, Darryl Hayes, Dessie Koutsandreas, Roula Nashwinter, John Rowan, Michael Bono, Denise Cunningham, Marilois Palmer, Alicia Zetina, David H. Orth, Kourous Rezaei, Joseph Civantos, Sohail Hasan, Kirk Packo, Celeste Figliulo, Pam Stanberry, Tara Farmer, Kiersten Nelson, Shannya Townsend-Patrick, Philip Rosenfeld, Royce Chen, Rishi Doshi, Sander Dubovy, Brian T. Kim, Matthew Lowrance, Andrew Moshfeghi, Zayna Nahas, Gary Schienbaum, John Vishak, Christina Weng, Zohar Yehoshua, Belen Rodriguez, Jose Rebimbas, Jane Gleichauf, Mike Kicak, Jason Mena, Tim Odem, Elizabeth Sferza-Camp, Alicia Disgdiertt, Jim Oramas, Isabel Rams, Stephanie Thatcher, Susan B. Bressler, Neil M. Bressler, Daniel Finkelstein, Steven H. Sherman, Sharon Solomon, Howard S. Ying, Rita Denbow, Deborah Phillips, Elizabeth Radcliffe, Judy Belt, Dennis Cain, David Emmert, Mark Herring, Jacquelyn McDonald, G. Baker Hubbard, Chris S. Bergstrom, Blaine Cribbs, Andrew Hendrick, Brandon Johnson, Philip Laird, Sonia Mehta, Timothy Olsen, Justin Townsend, Jion Yan, Steven Yeh, Linda Curtis, Judy Brower, Hannah Yi, Jannah Rutter Dobbs, Debbie Jordan, Michael J. Elman, Robert A. Liss, JoAnn Starr, Jennifer Belz, Charlene Putzulo, Teresa Coffey, Ashley Davis, Pamela Singletary, Giorya Shabi Andreani, Theresa Cain, Daniel Ketner, Peter Sotirakos, Suresh Chandra, Barbara A. Blodi, Michael M. Altaweel, Justin L. Gottlieb, Michael Ip, T. Michael Nork, Thomas S. Stevens, Kathryn Burke, Shelly Olson, Kristine Dietzman, Barbara Soderling, Guy Somers, Angie Wealti, Denise Krolnik, John Peterson, Sandra Reed, Thomas Friberg, Andrew Eller, Denise Gallagher, Leanne Labriola, Melissa Pokrifka, Aron Gedansky, Natalie Anthony, Cassandra Grzybowski, Dawn Matthews, Sharon Murajda-Jumba, Jessica Toro, David G. Callanan, Wayne A. Solley, Patrick Williams, Sandy Lash, Bob Boleman, Chris Dock, Michel Shami, Brenda Arrington, Ashaki Meeks, Alan R. Margherio, Paul Raphaelian, Debra Markus, Justin Langdon, Elizabeth Truax, Sandy Lewis, Brad Terry, Amy Noffke, Kean Oh, Ramin Sarrafizadeh, Scott Sneed, Julie Hammersley, Serena Neal, Mary Doran, Nan Jones, Lisa Preston, Heather Jessick, Tanya Tracy Marsh, Michael Tolentino, Adam Berger, Richard Hamilton, David Misch, Suk Jin Moon, Dawn Sutherland, Vera Dilts, Sara Henderson, Esmeralda Medina, Donald Trueman, Laura Holm, Jason Strickland, Darmakusuma Ie, Jeffrey L. Lipkowitz, Kekul B. Shah, Susan Geraghty, Beverly Sannazzaro, Morgan Harper, Krista Bayer, Mary B. Lansing, Lauren B. Fox, Rebecca Lee, Jay B. Stallman, Michael Jacobson, Sean Koh, Scott Lampert, John Miller, Mark Rivellese, Atul Sharma, Robert A. Stoltz, Stephanie Vanderveldt, Leslie Marcus, Starr Hendricks, Ryan Hollman, Grethel Betanzos, Leslie Ellorin, Shelly Fulbright, Debbie McCormick, Paul A. Edwards, Julianne Hall, Mary Monk, Melanie Gutkowski, Melina Mazurek, Janet Murphy, Katherine Gusas, Crystal Moffett, David Burley, Nicole Chesney, Katie Kilgo, Brian Rusinek, Bradley Stern, Tracy Troszak, Rhonda Baker-Levingston, Carl W. Baker, Tracey Caldwell, Tammy Walker, Lynnette F. Lambert, Tracey Martin, Mary Jill Palmer, Tana Williams, Michael A. Novak, Joseph Coney, David G. Miller, Scott Pendergast, Lawrence Singerman, Nicholas Zakov, Hernando Zegarra, Kim DuBois, Susan Rath, Lori Revella, Tammy Brink, Kim Drury, Lisa Hogue, Mary Ilc, Connie Keller, Elizabeth McNamara, Vivian Tanner, Tamara Cunningham, John DuBois, Gregg Greanoff, Trina Nitzsche, Sheila Smith-Brewer, Ricky D. Isernhagen, John W. Kitchens, Thomas W. Stone, William J. Wood, Diana Holcomb, Virginia Therrien, Michelle Buck, Jeanne Van Arsdall, Edward Slade, Todd E. Schneiderman, David J. Spinak, Jackie Gaedke, Heather Davis Brown, Dan Helgren, Jenifer Garrison Pangelinan, Lawrence Halperin, Scott Anagnoste, Mandeep Dhalla, Krista Rosenberg, Barry Taney, W. Scott Thompson, Jaclyn Lopez, Monica Hamlin, Monica Lopez, Jamie Mariano, Evelyn Quinchia, Patricia Aramayo, Rita Veksler, Michael Lee, Richard Dreyer, Irvin Handelman, Colin Ma, Mark Peters, Stephen Hobbs, Amanda Milliron, Marcia Kopfer, Michele Connaughton, A. Christine Hoerner, R. Joseph Logan, Harry J. Wohlsein, David Boyer, Thomas G. Chu, Pouya Dayani, David Liao, Roger L. Novack, Firas M. Rahhal, Richard Roe, Homayoun Tabandeh, Janet Bayramyan, Tammy Gasparyan, Connie Hoang, Janet Kurokouchi, Tammy Eileen Lo, Richard Ngo, Mary Ann Nguyen, Michael Peyton, Charles Yoon, Julio Sierra, Adam Zamboni, Jeff Kessinger, Eric Protacio, Adam Smucker, Pamela Rath, Robert Bergren, Bernard Doft, Judy Liu, Karl Olsen, Lori Merlotti, Willia Ingram, Kellianne Marfisi, Kimberly Yeckel, Heather Schultz Carmelo, Amanda Fec, Keith McBroom, David Steinberg, Marc Levy, Jody Abrams, Melvin Chen, Waldemar Torres, Peggy Jelemensky, Mark Prybylski, Tara Raphael, Diana Appleby, Charlotte Rodman, Mark Sneath, Robert H. Rosa, Vanessa Hoelscher, Adelia Castano, Jocelyn Parker, John Hoskins, Nicholas Anderson, Joseph Googe, Tod A. McMillan, James Miller, Stephen Perkins, Kristina Oliver, Jennifer Beerbower, Bruce Gilliland, Cecile Hunt, Mike Jacobus, Raul Lince, Christopher Morris, Sarah Oelrich, Jerry Whetstone, Clement K. Chan, Steven Lin, Kim Walther, Tiana Gonzales, Lenise Myers, Kenneth Huff, David M. Brown, Eric Chen, Matthew S. Benz, Richard H. Fish, Rosa Y. Kim, James Major, Tien Pei Wong, Charles Wycoff, Cassandra Cone, Debbie Goates Gilaspia, Nubia Landaverde, Robert Smith, Deneva Zamora, Veronica Sneed, Melina Vela, Eric Kegley, Craig Greven, Shree Kurup, Charles Richards, Madison Slusher, Cara Everhart, Joan Fish, Mark Clark, David Miller, Marshall Tyler, J. Michael Jumper, Arthur D. Fu, Robert N. Johnson, Brandon Lujan, H. Richard McDonald, Rosa Rodriguez, Nina Ansari, Jeanifer Joaquin, Silvia Linares, Lizette Lopez, Jessica Sabio, Sean Grout, Chad Indermill, Yesmin Urias, Roberto Zimmerman, Linda Margulies, Sara J. Schmidt, Joy L. Meier, Sherry L. Hadley, William Rosenthal, Barbara Johnson, Lois Swafford, Richard Shields, R. Scott Varner, Richard Rosen, Ronald Gentile, Melissa Rivas, Katy W. Tai, Wanda Carrasquillo-Boyd, Robert Masini, Glenn Stoller, Ken Carnevale, Diane M. LaRosa, Barbara Burger, Tereza Conway, Carla Del Castillo, Julissa Diaz, Susan Jones, Nina Mondoc, Charlene Balfour, C.H. Vitha, Jennifer Lutz, Barbara McGinley, Fadi El Baba, Ann Marie Lavorna, Renee Jones, Jean Lewis, Ruth Tenzler, Mary Salvas-Mladek, Diane Van Kesteren, W. Copley McLean, W. Zachery Bridges, Cameron Stone, Denise Ammons, Mary Lamy, Andrea Menzel, Lea Doll Raymer, Barbara Campbell, Lisa Hawkins, Leslie Rickman, Lorraine Sherlin, Paula Price, Albert Sinyai, Ronald Kingsley, Reagan H. Bradford, Robert E. Leonard, Sonny Icks, Vanessa Bergman, Brittany Ross, Russ Burris, Amanda Butt, Rob Richmond, Alice Lyon, Manjot Gill, Lee Jampol, Rukhsana Mizra, Zuzanna Rozenbajgier, Jeremy Chapman, Lori Kaminski, Andrea Degillio, Evica Simjanoski, Jeffrey Heier, Hyung Cho, Tina Scheufele Cleary, Darin Goldman, Chirag Shah, Trexler Topping, Marissa Weber, Torsten Wiegand, Jeremy Schindelheim, Joy Bankert, Jennifer Stone, Alison Nowak, Sandy Chong, Lindsay Williams, Steven Bennett, Dennis Donovan, Margaret Graham, Cullen Jones, Anne Fung, Jan-Kristine Bayabo, Razelda Bosch, Esperanza Cruz, Ashley Emerson, Alycia Fleming, Denice Barsness, Jorge Rodriguez, Marina Soboleva, Ingrid U. Scott, Esther Bowie, Kimberly A. Neely, David A. Quillen, Laura Walter, Timothy Bennett, James Strong, John Wells, Lloyd Clark, David Johnson, Peggy Miller, Mallie Taylor, Tiffany Swinford, Robbin Spivey, Michael Banach, Lawrence Ho, Richard Lanning, Thomas R. Pheasant, Jay G. Prensky, Steven Truong, Julia Teatsworth, Michelle Dietrich, Ann Wasilus, Ann Miller, Megan Rakes, Teresa Slagle, Michelle Richards, Patricia Schuessler, Lacy Stover, Paul Beer, Naomi S. Falk, Mary Beth Shannon, Jeannie Olmeda, Don Berdeen, Joseph F. Fisher, James Folk, Stephen Russell, Barbara Taylor, Connie Hinz, Jean Walshire, Heather Stockman, Bruce Critser, Stefani Karakas, Cindy Montague, Randy Verdick, Omesh Gupta, Joseph Maguire, Christopher Brady, Francis Char DeCroos, Michael Dollin, Sunir Garg, Adam Gerstenblith, Julia Haller, Allen C. Ho, Jason Hsu, Richard Kaiser, John Pitcher, Carl Regillo, Rajiv Shah, Marc Spirn, William Tasman, James Vander, Noga Senderowitsch, Michele Formoso, Michelle Markun, Cedric George, Christina Centinaro, Lisa Grande, Stefanie Carey, Elaine Liebenbaum, Mark Humayun, Rachel Sierra, Elizabeth Corona, Margaret Padilla, Moonseok Nu, Sylvia Ramos, Cullen Barnett, Glenn Currie, Cornelia Gottlieb, Richard Garfinkel, Daniel Berinstein, Marcus Colyer, William Deegan, Michael Min-Shyue Lai, Robert Murphy, Michael Osman, Michael Rivers, Reginald Sanders, Manfred A. von Fricken, Debbie Oliver, Jeanne Kirshon, Tanya Alexander Snowden, Thomas Blondo, Alysia Cronise, Vanessa Denny, Kylie Mendez, Janine Newgen, Justin Davis, Mike Flory, Robert Frantz, Bryan Murphy, Steve Rauch, Judy E. Kim, Jane Bachman, Thomas B. Connor, Dennis P. Han, Kimberly Stepian, David V. Weinberg, William J. Wirostko, Krissa Packard, Tracy Kaczanowski, Vesper Williams, Vicki Barwick, Judy Flanders, Dennis Backes, Joe Beringer, Kristy Keller, Kathy Selchert, Paul Bernstein, Michael Teske, Albert Vitale, Susan Allman, Bonnie Carlstrom, Kimberley Wegner, Anne Haroldsen, Deborah Harrison, Cyrie Fry, James Gilman, Glen Jenkins, Paula Morris, Michael Rauser, Joseph Fan, Mukesh Suthar, Gisela Santiago, Kara Rollins Halsey, Christy Quesada, William Kiernan, Jesse Knabb, Richard Alan Lewis, Cindy Dorenbach, Steven Spencer, Dana Barnett, Joseph Morales, Barron C. Fishburne, Jeffrey G. Gross, Michael A. Magee, Amy Flowers, Angie McDowell, Randall Price, Suber Huang, Johnny Tang, Shawn Wilker, Cherie Hornsby, Lisa Ferguson, Kirk Krogstad, Riva Adamovsky, Peggy Allchin, Kathleen Carlton, Claudia Clow, Kelly Sholtis, Stephanie Burke, Mark Harrod, Stacie Hrvatin, Geoffrey Pankhurst, Nelson R. Sabates, Michael Cassell, Komal Desai, Abraham Poulose, Felix Sabates, Yin Chen, Gary Gallimore, Yolanda Konior, Nicola Kim, Sami Uwaydat, Deborah Troillett, Karen Aletter, Robert N. Frank, Gary Abrams, James Puklin, Asheesh Tewari, Cheryl Milanovic, Melanie Bailey, David Griffith, Dena McDonald, Kit Morehead, Zlatan Sadikovic, Lisa Schillace, Elizabeth Silvis, Brian Joondeph, Nancy Christmas, Alan Kimura, Mimi Liu, Stephen Petty, John Zilis, Jenny Benitez, Cassandra Berryman Catlett, Eric Fluegel, Shane Mowry, Hoang Nguyen, David Reflow, Odette M. Houghton, Seema Garg, Maurice B. Landers, Travis Meredith, Sandy Barnhart, Megha Karmalkar, Debra Cantrell, Rona Lyn Esquejo-Leon, Linda Manor, Sue Pope, David Stines, Amelia Stokely, Dean Hainsworth, Dyann Helming, Debbie Eichelberger, Mary Paige Leaton, Chuck Hamm, Edward Chaum, Alessandro Iannaccone, Barbara Jennings, Tracy Murray, Joe Mastellone, Robert Millay, Brian Kim, Theresa Goddard, Liza Jarrett Beaudette, Nina Changelian-Aitken, Fernando Corrada, Jason Dubuque, Raymond Iezzi, Sophie J. Bakri, Jose S. Pulido, Diane Vogen, Rebecca Nielsen, Karin Berg, Jean Burrington, Shannon Howard, Joan Overend, Zbigniew Krason, Denise Lewison, Thomas Link, Kevin J. Blinder, Nicholas E. Engelbrecht, M. Gilbert Grand, Daniel P. Joseph, Gaurav K. Shah, Bradley Smith, Matthew Thomas, Rhonda Weeks, Lynda Boyd, Dana Gabel, Ron Adelman, John Huang, James Kempton, Aaron Parnes, Jennifer Dupont, Elizabeth Perotti, Victoria Donaldson, Kenneth Fong, Pamela Ossorio, Anita Agarwal, Paul Sternberg, Sandy Owings, Tony Adkins, Elaine Lok, Garvin Munn, Buddy Skellie, Neelakshi Bhagat, Monique S. Roy, Marco Zarbin, Catherine Fay, Michael Lazar, Beth Malpica, Tatiana Mikheyav, Lawrence Ulanski, Jennifer Lim, Marcia Niec, Tametha Johnson, Yesenia Ovando, Catherine Nail Carroll, Mark Janowicz, Steven Schwartz, David Cupp, Michael Gorin, Gad Heilweil, Hamid Hosseini, Jean-Pierre Hubschman, Allan Kreiger, Tara Young McCannel, Carolyn Pan, David Sarraf, Irena Tsui, Joshua Udoetek, Vinad Voleti, Logan Hitchcock, Rosaleen Ostrick, Melissa Chun, Jennie Kageyama, Nilo Davila, Kristin Lipka, Christina Shin, Cynthia Owsley, Michael Albert, Richard Feist, John Mason, Martin Thomley, Angelia Johnson, Tracy Emond, Joanna Hamela, Angela Marsh, Karen Searcey, Kia Rookard, Yu-Guang He, Rafael L. Ufret-Vincenty, Mike Molai, William Anderson, John Horna, Alan Letson, Colleen Cebulla, Susie Chang, Fred Davidorf, Jill Salerno, Laura Sladoje, Christina Stetson, Jeri Perry, Scott Savage, Cynthia Toth, Glenn Jaffe, Stefanie Schuman, Neeru Sarin, Jim Crowell, Tiffanie Keaton, Michael Kelly, Brian Lutman, Marriner Skelly, Lauren Welch, Lawrence Morse, Allan Hunter, Susanna Soon-Chun Park, Cynthia Wallace, Ember Dhillon, Marisa Salvador, Barbara Holderreed, Karishma Chandra, Sashi Kaur, Ellen Redenbo, Smiley Hom, Michael Cooney, Irene Barbazetto, James M. Klancnik, John A. Sorenson, Lawrence Yannuzzi, Maria Scolaro, Eugene Agresta, Nancy Gonzalez, Sandeep Grover, K.V. Chalam, Shailesh Gupta, Christopher Lyons, Wenhua Li, Chirag Patel, Jose Carrion, Henry Ferreyra, Amberly Rodriguez, Iliana Molina, Gabriel Balea, Pam Emory, Marlene Rico, Giorgio Siqueiros, Alexander J. Brucker, Joshua Dunaief, Juan Grunwald, Benjamin Kim, Albert M. Maguire, Brian VanderBeek, Sheri Drossner, Joan DuPont, Rebecca Salvo, Jim Berger, Cheryl Devine, Bill Nyberg, Laurel Weeney, David DiLoreto, Mina Chung, Valerie Davis, Peter MacDowell, George O. Gara, Daniel Castillo, Andrea Czubinski, Melissa Keim, Brandi Hardy, Rachel Grunhaus Hollar, Lynn Schueckler, Alice T. Lyon, Aaron Weinberg, Mira Shiloach, Nicole Pelkofer, Qin Zhou, Laura McPoland, Rajendra Apte, P. Kumar Rao, Sam Pistorius, Jamie Kambarian, Eve Adcock, Sarah Gould, Melanie Quinn, Rhonda Curtis, Amy Frost, Charla Meyer, and Greg Rathert

Subjects
0301 basic medicine, medicine.medical_specialty, genetic structures, business.industry, Eye disease, Incidence (epidemiology), Fundus (eye), Macular degeneration, medicine.disease, eye diseases, Confidence interval, Geographic atrophy, 03 medical and health sciences, Ophthalmology, 030104 developmental biology, 0302 clinical medicine, Age related, 030221 ophthalmology & optometry, medicine, sense organs, Prospective cohort study, business
Abstract

Purpose To analyze the prevalence, incidence, and clinical characteristics of eyes with geographic atrophy (GA) in age-related macular degeneration (AMD), including clinical and genetic factors affecting enlargement. Design Prospective cohort study within a controlled clinical trial. Participants Age-Related Eye Disease Study 2 (AREDS2) participants, aged 50–85 years. Methods Baseline and annual stereoscopic color fundus photographs were evaluated for GA presence and area. Analyses included GA prevalence and incidence rates, Kaplan-Meier rates, mixed-model regression, and multivariable analysis of the square root of GA, area adjusted for covariates, including clinical/imaging characteristics and genotype. Main Outcome Measures (1) Presence or development of GA; (2) change in the square root of GA area over time. Results At baseline, 517 eyes (6.2%) of 411 participants (9.8%) had pre-existing GA (without neovascular AMD), with the following characteristics: 33% central, 67% noncentral; and the following configurations: 36% small, 26% solid/unifocal, 24% multifocal, 9% horseshoe/ring, and 6% indeterminate. Of the remaining 6530 eyes at risk, 1099 eyes (17.3%) of 883 participants developed incident GA without prior neovascular disease during mean follow-up of 4.4 years. The Kaplan-Meier rate of incident GA was 19% of eyes at 5 years. In eyes with incident GA, 4-year risk of subsequent neovascular AMD was 29%. In eyes with incident noncentral GA, 4-year risk of central involvement was 57%. GA enlargement rate (following square root transformation) was similar in eyes with pre-existing GA (0.29 mm/year; 95% confidence interval 0.27–0.30) and incident GA (0.28 mm/year; 0.27–0.30). In the combined group, GA enlargement was significantly faster with noncentrality, multifocality, intermediate baseline size, and bilateral GA (P Conclusions Analyses of AREDS2 data on natural history of GA provide representative data on GA evolution and enlargement. GA enlargement, which was influenced by lesion features, was relentless, resulting in rapid central vision loss. The genetic variants associated with faster enlargement were partially distinct from those associated with risk of incident GA. These findings are relevant to further investigations of GA pathogenesis and clinical trial planning.

Published
2018
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4. Plus Disease in Retinopathy of Prematurity

Author

J. Peter Campbell, Jayashree Kalpathy-Cramer, Deniz Erdogmus, Peng Tian, Dharanish Kedarisetti, Chace Moleta, James D. Reynolds, Kelly Hutcheson, Michael J. Shapiro, Michael X. Repka, Philip Ferrone, Kimberly Drenser, Jason Horowitz, Kemal Sonmez, Ryan Swan, Susan Ostmo, Karyn E. Jonas, R.V. Paul Chan, Michael F. Chiang, Karyn Jonas, Osode Coki, Cheryl-Ann Eccles, Leora Sarna, Audina Berrocal, Catherin Negron, Kimberly Denser, Kristi Cumming, Tammy Osentoski, Tammy Check, Mary Zajechowski, Thomas Lee, Evan Kruger, Kathryn McGovern, Charles Simmons, Raghu Murthy, Sharon Galvis, Jerome Rotter, Ida Chen, Xiaohui Li, Kent Taylor, Kaye Roll, Maria Ana Martinez-Castellanos, Samantha Salinas-Longoria, Rafael Romero, Andrea Arriola, Francisco Olguin-Manriquez, Miroslava Meraz-Gutierrez, Carlos M. Dulanto-Reinoso, and Cristina Montero-Mendoza

Subjects
0301 basic medicine, Pediatrics, Pathology, medicine.medical_specialty, Correlation coefficient, Physical examination, Correlation, 03 medical and health sciences, 0302 clinical medicine, Disease severity, Intensive care, Statistics, Severity of illness, medicine, Statistic, medicine.diagnostic_test, business.industry, Retinopathy of prematurity, medicine.disease, Plus disease, Ophthalmology, 030104 developmental biology, VASCULAR ABNORMALITY, Ranking, Informatics, 030221 ophthalmology & optometry, Pairwise comparison, business, 030217 neurology & neurosurgery
Abstract

Purpose To determine expert agreement on relative retinopathy of prematurity (ROP) disease severity and whether computer-based image analysis can model relative disease severity, and to propose consideration of a more continuous severity score for ROP. Design We developed 2 databases of clinical images of varying disease severity (100 images and 34 images) as part of the Imaging and Informatics in ROP (i-ROP) cohort study and recruited expert physician, nonexpert physician, and nonphysician graders to classify and perform pairwise comparisons on both databases. Participants Six participating expert ROP clinician-scientists, each with a minimum of 10 years of clinical ROP experience and 5 ROP publications, and 5 image graders (3 physicians and 2 nonphysician graders) who analyzed images that were obtained during routine ROP screening in neonatal intensive care units. Methods Images in both databases were ranked by average disease classification (classification ranking), by pairwise comparison using the Elo rating method (comparison ranking), and by correlation with the i-ROP computer-based image analysis system. Main Outcome Measures Interexpert agreement (weighted κ statistic) compared with the correlation coefficient (CC) between experts on pairwise comparisons and correlation between expert rankings and computer-based image analysis modeling. Results There was variable interexpert agreement on diagnostic classification of disease (plus, preplus, or normal) among the 6 experts (mean weighted κ, 0.27; range, 0.06–0.63), but good correlation between experts on comparison ranking of disease severity (mean CC, 0.84; range, 0.74–0.93) on the set of 34 images. Comparison ranking provided a severity ranking that was in good agreement with ranking obtained by classification ranking (CC, 0.92). Comparison ranking on the larger dataset by both expert and nonexpert graders demonstrated good correlation (mean CC, 0.97; range, 0.95–0.98). The i-ROP system was able to model this continuous severity with good correlation (CC, 0.86). Conclusions Experts diagnose plus disease on a continuum, with poor absolute agreement on classification but good relative agreement on disease severity. These results suggest that the use of pairwise rankings and a continuous severity score, such as that provided by the i-ROP system, may improve agreement on disease severity in the future.

Published
2016
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5. A RANDOMIZED, PLACEBO-CONTROLLED STUDY OF INTRAVITREAL OCRIPLASMIN IN PEDIATRIC PATIENTS SCHEDULED FOR VITRECTOMY

Author

Aniz Girach, Antonio Capone, and Kimberly Drenser

Subjects
Male, Visual acuity, genetic structures, medicine.medical_treatment, Visual Acuity, Vitrectomy, Vitreous Detachment, law.invention, chemistry.chemical_compound, 0302 clinical medicine, Randomized controlled trial, law, Fibrinolysin, Prospective Studies, 030212 general & internal medicine, Fluorescein Angiography, Child, medicine.diagnostic_test, General Medicine, Fluorescein angiography, Child, Preschool, Intravitreal Injections, Female, medicine.symptom, medicine.medical_specialty, Adolescent, Placebo, Posterior vitreous detachment, 03 medical and health sciences, Double-Blind Method, Fibrinolytic Agents, Retinal Diseases, Ophthalmology, medicine, Humans, business.industry, Ocriplasmin, Infant, Newborn, Infant, medicine.disease, Peptide Fragments, eye diseases, Surgery, Vitreous Body, chemistry, 030221 ophthalmology & optometry, sense organs, business, Fibrinolytic agent
Abstract

Purpose To evaluate safety and preliminary efficacy of 175 μg of intravitreal ocriplasmin in pediatric patients scheduled for vitrectomy. Methods Based on a single-center, prospective, randomized, placebo-controlled, and double-masked Phase 2 study, 22 pediatric patients scheduled for vitrectomy were randomized 2:1 to 175-μg ocriplasmin injection or placebo. Treatment was administered midvitreous 30 minutes to 60 minutes before vitrectomy. Safety was assessed by reported adverse events (AEs), ophthalmologic examinations, fundus photography, and fluorescein angiography. The primary efficacy endpoint was the proportion of eyes with total macular posterior vitreous detachment before vitrectomy or after application of suction. Secondary endpoints included vitreous liquefaction assessment before vitrectomy and immediate postoperative retinal reattachment. Results All patients experienced at least 1 AE. Most AEs were ocular and occurred in the study eye. Serious AEs were reported for 2 of 16 eyes (3.4%) in the ocriplasmin group and 2 of 8 eyes (11.1%) in the placebo group. One case of lens subluxation due to zonular disruption was observed in the ocriplasmin group. A clear efficacy signal was not observed. Conclusion Intravitreal injection of 175 μg of ocriplasmin was tolerated in pediatric patients before vitrectomy; however, the small sample size in this study precluded adequate efficacy comparisons. AEs reported were consistent with those anticipated in pediatric patients.

Published
2016
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6. Reply

Author

Eric Nudleman, Ilkay Kilic Muftuoglu, Raouf Gaber, Joshua Robinson, Kimberly Drenser, Antonio Capone, and Michael Trese

Subjects
Ophthalmology
Published
2019
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7. Telemedical Diagnosis of Stage 4 and Stage 5 Retinopathy of Prematurity

Author

Samir N. Patel, Ranjodh Singh, Karyn E. Jonas, Susan Ostmo, Mrinali P. Gupta, J. Peter Campbell, Michael F. Chiang, R.V. Paul Chan, Kemal Sonmez, Karyn Jonas, Jason Horowitz, Osode Coki, Cheryl-Ann Eccles, Leora Sarna, Anton Orlin, Audina Berrocal, Catherin Negron, Kimberly Drenser, Kristi Cumming, Tammy Osentoski, Tammy Check, Mary Zajechowski, Thomas Lee, Evan Kruger, Kathryn McGovern, Charles Simmons, Raghu Murthy, Sharon Galvis, Jerome Rotter, Ida Chen, Xiaohui Li, Kent Taylor, Kaye Roll, Jayashree Kalpathy-Cramer, Deniz Erdogmus, Stratis Ioannidis, Maria Ana Martinez-Castellanos, Samantha Salinas-Longoria, Rafael Romero, Andrea Arriola, Francisco Olguin-Manriquez, Miroslava Meraz-Gutierrez, Carlos M. Dulanto-Reinoso, and Cristina Montero-Mendoza

Subjects
medicine.medical_specialty, Gestational Age, Severity of Illness Index, Retina, 03 medical and health sciences, 0302 clinical medicine, 030225 pediatrics, Ophthalmology, Severity of illness, Image Interpretation, Computer-Assisted, Medicine, Humans, Retinopathy of Prematurity, Prospective Studies, Stage (cooking), Prospective cohort study, Medical systems, business.industry, Infant, Newborn, Gestational age, Reproducibility of Results, Retinopathy of prematurity, medicine.disease, eye diseases, Indirect ophthalmoscopy, Telemedicine, Ophthalmoscopy, ROC Curve, Clinical diagnosis, 030221 ophthalmology & optometry, business, Infant, Premature, Follow-Up Studies
Abstract

Purpose To determine the accuracy of image-based diagnosis for stage 4 or worse retinopathy of prematurity (ROP) disease. Design Prospective cohort study. Participants We prospectively obtained data, from 8 major ROP centers, for 1220 eye examinations from 230 infants. Methods An ophthalmologist at each center provided a clinical diagnosis using indirect ophthalmoscopy. Wide-angle retinal images (RetCam; Clarity Medical Systems, Pleasanton, CA) were then obtained, and these were independently read by 2 ROP experts using a web-based system for an image-based diagnosis. Main Outcome Measures Sensitivity and specificity of image-based diagnosis from the ROP experts were calculated using the clinical diagnosis as the reference standard. Results Of 1220 examinations, 28 (2%) had a clinical diagnosis of stage 4 or worse. Sensitivity and specificity for stage 4 or worse disease were 75% and 99% for expert 1, and 86% and 99% for expert 2. Sensitivity and specificity for the detection of stage 5 disease were 69% and 99% for both experts. Conclusions There are inconsistencies in the accuracy of image-based diagnosis of stage 4 and stage 5 ROP when compared with the clinical diagnosis.

Published
2016

8. Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis

Author

Jayashree, Kalpathy-Cramer, J Peter, Campbell, Deniz, Erdogmus, Peng, Tian, Dharanish, Kedarisetti, Chace, Moleta, James D, Reynolds, Kelly, Hutcheson, Michael J, Shapiro, Michael X, Repka, Philip, Ferrone, Kimberly, Drenser, Jason, Horowitz, Kemal, Sonmez, Ryan, Swan, Susan, Ostmo, Karyn E, Jonas, R V Paul, Chan, Michael F, Chiang, and Cristina, Montero-Mendoza

Subjects
ROC Curve, Image Processing, Computer-Assisted, Infant, Newborn, Humans, Reproducibility of Results, Retinopathy of Prematurity, Clinical Competence, Diagnostic Techniques, Ophthalmological, Severity of Illness Index, Retina, Article
Abstract

To determine expert agreement on relative retinopathy of prematurity (ROP) disease severity and whether computer-based image analysis can model relative disease severity, and to propose consideration of a more continuous severity score for ROP.We developed 2 databases of clinical images of varying disease severity (100 images and 34 images) as part of the Imaging and Informatics in ROP (i-ROP) cohort study and recruited expert physician, nonexpert physician, and nonphysician graders to classify and perform pairwise comparisons on both databases.Six participating expert ROP clinician-scientists, each with a minimum of 10 years of clinical ROP experience and 5 ROP publications, and 5 image graders (3 physicians and 2 nonphysician graders) who analyzed images that were obtained during routine ROP screening in neonatal intensive care units.Images in both databases were ranked by average disease classification (classification ranking), by pairwise comparison using the Elo rating method (comparison ranking), and by correlation with the i-ROP computer-based image analysis system.Interexpert agreement (weighted κ statistic) compared with the correlation coefficient (CC) between experts on pairwise comparisons and correlation between expert rankings and computer-based image analysis modeling.There was variable interexpert agreement on diagnostic classification of disease (plus, preplus, or normal) among the 6 experts (mean weighted κ, 0.27; range, 0.06-0.63), but good correlation between experts on comparison ranking of disease severity (mean CC, 0.84; range, 0.74-0.93) on the set of 34 images. Comparison ranking provided a severity ranking that was in good agreement with ranking obtained by classification ranking (CC, 0.92). Comparison ranking on the larger dataset by both expert and nonexpert graders demonstrated good correlation (mean CC, 0.97; range, 0.95-0.98). The i-ROP system was able to model this continuous severity with good correlation (CC, 0.86).Experts diagnose plus disease on a continuum, with poor absolute agreement on classification but good relative agreement on disease severity. These results suggest that the use of pairwise rankings and a continuous severity score, such as that provided by the i-ROP system, may improve agreement on disease severity in the future.

Published
2016

9. Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology

Author

Michael C, Ryan, Susan, Ostmo, Karyn, Jonas, Audina, Berrocal, Kimberly, Drenser, Jason, Horowitz, Thomas C, Lee, Charles, Simmons, Maria-Ana, Martinez-Castellanos, R V Paul, Chan, and Michael F, Chiang

Subjects
Diagnostic Imaging, Observer Variation, Internet, Ophthalmology, Biomedical Research, Fundus Oculi, Infant, Newborn, Humans, Retinopathy of Prematurity, Articles, Reference Standards, Telemedicine
Abstract

Information systems managing image-based data for telemedicine or clinical research applications require a reference standard representing the correct diagnosis. Accurate reference standards are difficult to establish because of imperfect agreement among physicians, and discrepancies between clinical vs. image-based diagnosis. This study is designed to describe the development and evaluation of reference standards for image-based diagnosis, which combine diagnostic impressions of multiple image readers with the actual clinical diagnoses. We show that agreement between image reading and clinical examinations was imperfect (689 [32%] discrepancies in 2148 image readings), as was inter-reader agreement (kappa 0.490-0.652). This was improved by establishing an image-based reference standard defined as the majority diagnosis given by three readers (13% discrepancies with image readers). It was further improved by establishing an overall reference standard that incorporated the clinical diagnosis (10% discrepancies with image readers). These principles of establishing reference standards may be applied to improve robustness of real-world systems supporting image-based diagnosis.

Published
2015

10. Contributors

Author

Everett Ai, Marcus L. Allen, Pawan Bhatnagar, Abdhish R. Bhavsar, Alex Bui, Antonio Capone, Steve Charles, Bertil E. Damato, Kimberly Drenser, Howard F. Fine, Carl Groenewald, Anurag Gupta, Mark E. Hammer, Robert G. Josephberg, J. Michael Jumper, Neil E. Kelly, Gregory F. Kozielec, Allan E. Kreiger, William F. Mieler, Sachin Mudvari, Michael P. Rubin, W. Sanderson Grizzard, Steven D. Schwartz, Kent W. Small, Richard F. Spaide, Maurice G. Syrquin, Khaled A. Tawansy, Bruce C. Taylor, Edgar L. Thomas, Michael T. Trese, Anand Vinekar, Charles P. Wilkinson, George A. Williams, Richard L. Winslow, and Keye L. Wong

Published
2009
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11. Crystalline retinopathies

Author

Kimberly Drenser, David Sarraf, Atul Jain, and Kent W. Small

Subjects
Ophthalmology, Drug-Related Side Effects and Adverse Reactions, Retinal Diseases, Humans, Crystallization, Metabolism, Inborn Errors
Abstract

Many types of crystalline retinopathies have been described, associated with a myriad of medical conditions ranging from chronic retinal conditions to inherited systemic diseases. This comprehensive review summarizes the different types of crystalline retinopathies, including their clinical presentations, diagnostic criteria, pathology, and treatment options.

Published
2006

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