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1. Artificial Intelligence Detection of Diabetic Retinopathy

Author

Jennifer Irene Lim, MD, Carl D. Regillo, MD, SriniVas R. Sadda, MD, Eli Ipp, MD, Malavika Bhaskaranand, PhD, Chaithanya Ramachandra, PhD, Kaushal Solanki, PhD, Harvey Dubiner, MD, Grace Levy-Clarke, MD, Richard Pesavento, MD, Mark D. Sherman, MD, Steven Silverstein, MD, Brian Kim, MD, Gerald B. Walman, MD, Barbara A. Blodi, Amitha Domalpally, Susan Reed, James Reimers, Kris Lang, Holy Cohn, Ruth Shaw, Sheila Watson, Andrew Ewen, Nancy Barrett, Maria Swift, and Jeffrey Gornbein

Subjects
Artificial intelligence, Diabetic retinopathy, Screening, Ophthalmology, RE1-994
Abstract

Objective: To compare general ophthalmologists, retina specialists, and the EyeArt Artificial Intelligence (AI) system to the clinical reference standard for detecting more than mild diabetic retinopathy (mtmDR). Design: Prospective, pivotal, multicenter trial conducted from April 2017 to May 2018. Participants: Participants were aged ≥ 18 years who had diabetes mellitus and underwent dilated ophthalmoscopy. A total of 521 of 893 participants met these criteria and completed the study protocol. Testing: Participants underwent 2-field fundus photography (macula centered, disc centered) for the EyeArt system, dilated ophthalmoscopy, and 4-widefield stereoscopic dilated fundus photography for reference standard grading. Main Outcome Measures: For mtmDR detection, sensitivity and specificity of EyeArt gradings of 2-field, fundus photographs and ophthalmoscopy grading versus a rigorous clinical reference standard comprising Reading Center grading of 4-widefield stereoscopic dilated fundus photographs using the ETDRS severity scale. The AI system provided automatic eye-level results regarding mtmDR. Results: Overall, 521 participants (999 eyes) at 10 centers underwent dilated ophthalmoscopy: 406 by nonretina and 115 by retina specialists. Reading Center graded 207 positive and 792 eyes negative for mtmDR. Of these 999 eyes, 26 eyes were ungradable by the EyeArt system, leaving 973 eyes with both EyeArt and Reading Center gradings. Retina specialists correctly identified 22 of 37 eyes as positive (sensitivity 59.5%) and 182 of 184 eyes as negative (specificity 98.9%) for mtmDR versus the EyeArt AI system that identified 36 of 37 as positive (sensitivity 97%) and 162 of 184 eyes as negative (specificity of 88%) for mtmDR. General ophthalmologists correctly identified 35 of 170 eyes as positive (sensitivity 20.6%) and 607 of 608 eyes as negative (specificity 99.8%) for mtmDR compared with the EyeArt AI system that identified 164 of 170 as positive (sensitivity 96.5%) and 525 of 608 eyes as negative (specificity 86%) for mtmDR. Conclusions: The AI system had a higher sensitivity for detecting mtmDR than either general ophthalmologists or retina specialists compared with the clinical reference standard. It can potentially serve as a low-cost point-of-care diabetic retinopathy detection tool and help address the diabetic eye screening burden.

Published
2023
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2. Comparison of Ultra-Widefield Imaging and Standard Imaging in Assessment of Early Treatment Diabetic Retinopathy Severity Scale

Author

Amitha Domalpally, MD, PhD, Nancy Barrett, MS, James Reimers, BS, and Barbara Blodi, MD

Subjects
Diabetic retinopathy, ETDRS level, ETDRS scale, Fundus photography, Retinal imaging, 7-Field photography, Ophthalmology, RE1-994
Abstract

Purpose: To compare Early Treatment Diabetic Retinopathy Study (ETDRS) severity levels between standard 7-field imaging and ultra-widefield (UWF) imaging and to incorporate peripheral diabetic retinopathy (DR) lesions into the ETDRS grading system. Design: Cross-sectional Study. Participants: Paired images from 192 eyes (189 participants) with diabetic retinopathy were included. Methods: The ETDRS levels were determined by masked graders in 3 ways: standard 7-field imaging, UWF within the 7-field region (7-field UWF imaging), and the entire UWF image (global ETDRS imaging). Main Outcome Measures: Percentage agreement between 7-field and UWF imaging for ETDRS levels. Results: Of the 166 paired images evaluated, exact agreement was found in 48.8% of eyes between standard 7-field and 7-field UWF ETDRS levels with a weighted κ value of 0.59 (95% confidence interval [CI], 0.5–0.68). Agreement rates varied with DR severity and were least in early DR (30.8%) and moderate nonproliferative DR (26.5%) groups. In 156 eyes with 7-field UWF ETDRS and global UWF ETDRS levels, exact agreement was found in 143 eyes (92%), with a weighted κ value of 0.9 (95% CI, 0.9–0.98). The peripheral lesions contributed to a higher DR severity in 8% and changed the eye to a proliferative DR level in 2%. Reproducibility of the 3 ETDRS evaluations was comparable with a weighted κ value of 0.57 with standard 7-field imaging, 0.65 with 7-field UWF imaging, and 0.60 with global ETDRS scale imaging. Conclusions: Moderate agreement was found in the ETDRS DR severity scale between standard 7-field and UWF imaging, indicating caution in interchanging data from the 2 methods. Both methods showed good reproducibility for clinical trial outcome of 2-step change. The global ETDRS scale provides a comprehensive score to incorporate peripheral changes into the ETDRS scale. The implications of the global scale on progression rate are yet to be determined.

Published
2021
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3. Plasma Vascular Endothelial Growth Factor Concentrations after Intravitreous Anti–Vascular Endothelial Growth Factor Therapy for Diabetic Macular Edema

Author

Lee M. Jampol, Adam R. Glassman, Danni Liu, Lloyd Paul Aiello, Neil M. Bressler, Elia J. Duh, Susan Quaggin, John A. Wells, Charles C. Wykoff, David Browning, Andrew N. Antoszyk, Angela K. Price, Sherry L. Fredenberg, Jenna T. Herby, Christina J. Fleming, Ashley A. McClain, Sarah A. Ennis, Kelly R. Gallagher, Angella S. Karow, Autumn C. Grupp, Danielle Puskas, Lynn Watson, Swann J. Bojaj, Uma M. Balasubramaniam, Donna McClain, Donna R. Styles, Jeff A. Kuopus, Kathryn Kimrey, Loraine M. Clark, Lisa A. Jackson, Michael D. McOwen, Matt Dunlap, Susannah J. Held, Dante J. Pieramici, Ma'an A. Nasir, Alessandro A. Castellarin, Dilsher Dhoot, Sarah Fishbein, Jack Giust, Lisha Wan, Michelle S. Hanna, Melvin D. Rabena, Jerry Smith, Layne J. Bone, Kelly Avery, Matthew Giust, Aimee Walker, Aimee H. Shook, Sara Esau, Nitce L. Ruvalcaba, W. Lloyd Clark, David L. Johnson, John F. Payne, Tiffany R. Swinford, Mallie M. Taylor, Cassandra L. Garrison, Peggy D. Miller, Amber R. Houlahan, Charlotte A. O'Neill, Ashley Floyd, Crystal C. Parker, Courtney Sease, Tara Graham, Robin Spencer, Tiffany N. Ogbuewu, Ashley Studebaker, Tyler Huggins, Robbin Spivey, Brian Jones, Ashley Williams, Ron Petty, Erin L. Poston, G. Michael Ward, Carl W. Baker, Ron H. Tilford, Tracey M. Caldwell, Lynnette F. Lambert, Mary J. Palmer, Tracey R. Martin, Tana R. Williams, Samantha Kettler, Alecia B. Camp, Paolo S. Silva, Paul G. Arrigg, George S. Sharuk, Sabera T. Shah, Jennifer K. Sun, Corey Westerfeld, Christopher Michael Andreoli, Deborah Schlossman, Timothy Murtha, Hanna Kwak, Flor M. Flores, Margaret E. Stockman, Troy Kieser, Michael N. Krigman, Leila Bestourous, Elizabeth S. Weimann, Jerry D. Cavallerano, Kristen M. Hock, Mary Ann Robertson, Rita K. Kirby, Steve L. Papaconstantinou, Kylie M. Madigan, Robert W. Cavicchi, Kate A. Palitsch, Taygan Yilmaz, Brian B. Berger, Chirag D. Jhaveri, Tori Moore, Ginger J. Manhart, Rachel A. Walsh, Ivana Gunderson, Dietrich Riepen, Chelsey A. Bravenec, Ryan M. Reid, Yong Ren, Ben Ostrander, Christopher C. Stovall, Michael J. Elman, Robert A. Liss, Henry A. Leder, JoAnn Starr, Jennifer L. Belz, Charlene K. Putzulo, Dallas R. Sandler, Jennifer L. Simmons, Pamela V. Singletary, Ashley Davis, Perel M. Simpson, Teresa Coffey, Daniel J. Ketner, Terri Cain, Ashley M. Metzger, Peter Sotirakos, Dennis M. Marcus, Harinderjit Singh, Courtney N. Roberts, Geri L. Floyd, Siobhan O. Ortiz, Virginia Mims, L. Allison Foster, Christy Coursey, Jared C. Gardner, Ken Ivey, John Stewart O'Keefe, Juan A. Astruc, Bryan J. Schwent, Ali R. Tabassian, Suzette A. Rosen, David C. Vaughan, Jeffrey Michaels, Natalie J. Arndt, John J. Maziarz, Scott M. Friedman, Nader Moinfar, Kimberly A. Williamson, Damanda F. Fagan, Katrina L. Dawson, Paige N. Walters, Allen McKinney, Steve Carlton, Robert C. Kwun, Victoria L. Knudsen, Kirk E. Winward, Mano Swartz, James G. Howard, Michelle Riley, Gena Taylor, Michelle Holt, Jason G. Winward, Adam Walsh, Teresa Taylor, Daniel Walsh, G. Robert Hampton, Jamin S. Brown, Rajeev K. Seth, Laurie J. Sienkiewycz, Deborah A. Appleton, Cindy J. Grinnell, Charity A. Cowley, Lynn M. Kwasniewski, Michelle L. Manley, Nicole E. Robarge, Stefanie R. DeSantis, Peter B. Hay, Teresa M. DeForge, Tien P. Wong, Eric Chen, David M. Brown, Rosa Y. Kim, James C. Major, Amy C. Schefler, Richard H. Fish, Matthew S. Benz, Meredith Lipman, Amy Hutson, Nubia Landaverde, Ashley E. Chancey, Cassie Cone, Tressa Royse, Veronica A. Sneed, Belinda A. Almanza, Brenda Dives, Beau A. Richter, Eric N. Kegley, Andreas K. Lauer, Christina J. Flaxel, Steven T. Bailey, Mitchell Schain, Ann D. Lundquist, Shelley A. Hanel, Shirley D. Ira, Susan K. Nolte, Peter N. Steinkamp, Dawn M. Ryan, Scott R. Pickell, Jocelyn T. Hui, Michelle Brix, Jordan Barth, Chris S. Howell, Gregory M. Fox, Blake A. Cooper, Ivan R. Batlle, Lexie R. Manning, Karla A. Batlle, Holly Wyrick, Katherine Pippin, Samantha Perkins, Frank T. Yeager, Ryan B. Rush, Glenn R. Gardner, Christi Rush, Johnathan R. Hawkins, Brenda Dumas, Ben Ysasaga, Chirag P. Shah, Michael G. Morley, Torsten W. Wiegand, Tina S. Cleary, Trexler M. Topping, Lindsey Colegrove, Katharine Bechtel, Britta Johnson, Lisa Lebedew, Natacha Lorius, Sandy G. Chong, Jennifer L. Stone, Michael Cullen Jones, Dennis Donovan, Sherry Malone, Margie Graham, Audrey Santos, Steve A. Bennett, Kevin J. Blinder, Bradley T. Smith, Ginny S. Nobel, Rhonda F. Weeks, Erika A. Hoehn, Maria A. Stuart, Kelly E. Pepple, Lynda K. Boyd, Brook G. Pulliam, Steve A. Schremp, Stephanie L. Guevara, Jarrod Wehmeier, Timothy L. Wright, Dana L. Gabel, David G. Miller, Jerome P. Schartman, Lawrence J. Singerman, Joseph M. Coney, Michael A. Novak, Llewelyn J. Rao, Susan C. Rath, Elizabeth McNamara, Larraine Stone, Veronica A. Smith, Cecelia Rykena, Kimberly A. DuBois, Mary A. Ilc, Vivian Tanner, Kim Drury, Trina M. Nitzsche, Gregg A. Greanoff, John C. DuBois, Stuart K. Burgess, Tirso M. Lara, Noel H. Pereda, Cindy V. Fernandez, Deborah Davis, Evelyn Quinchia, Karen Workman, Jared S. Nielsen, Jeong-Hyeon Sohn, Kyle J. Alliman, David D. Saggau, Marianne Parker, Bethany George, Carrie L. Eastvold, Kristin Sells, Tami Jo Woehl, Marilyn A. Johnson, Holly Keenan, Jennifer L. Coleman, Jamie Spillman, Shannon Freeman, Leigh S. Schmidt, Lisa M. Boender, Jill L. Partin, Bailey R. Bennett, Jay Rostvold, Cameron McLure Stone, Lea R. Raymer, Andrea K. Menzel, Leslie D. Rickman, Barbara Campbell, Lorraine P. Sherlin, Lisa H. Hawkins, Melissa L. Buckner, Olesya N. Matsipura, Paula A. Price, A. Thomas Ghuman, Paul A. Raskauskas, Ashish G. Sharma, Glenn Wing, Joseph P. Walker, Eileen Knips, Cheryl Kiesel, Crystal Y. Peters, Cheryl Ryan, Laura Greenhoe, Natalie N. Torres, Rebecca J. Youngblood, Danielle Turnbo, Anita H. Leslie, Etienne C. Schoeman, Raymond K. Kiesel, Ronald M. Kingsley, Vinay A. Shah, Robert E. Leonard, Heather R. Miller, Sonny Icks, Vanessa A. Bergman, Vanessa K. Drummond, Brittany L. Ross, Reshial D. Ellis, Tina R. Whittington, Shannon R. Almeida, Amanda M. Butt, Russ Burris, Mark A. Peters, Michael S. Lee, Paul S. Tlucek, Colin Ma, Stephen Hobbs, Amanda C. Milliron, Stephanie L. Ho, Marcia Kopfer, Joe Logan, Christine Hoerner, Joseph A. Khawly, Hassan T. Rahman, Diana Abdelgani, Pam S. Miller, Debbie Fredrickson, Erica Pineda, Desiree Lopez, Donald K. Lowd, Colin Blank, Lorena R. Martinez, Jason E. Muniz, Justin Gottlieb, Michael S. Ip, Barbara A. Blodi, Kristine A. Dietzman, Kathryn F. Burke, Christopher M. Smith, Shelly R. Olson, Angela M. Wealti, Sandie L. Reed, Denise A. Krolnik, John C. Peterson, Victor Hugo Gonzalez, Roberto Diaz-Rohena, Juan G. Santiago, Rohit Adyanthaya, Nehal R. Patel, Deyla Anaya, Dina Garcia, Edna E. Cruz, Crystal A. Alvarez, Ruth Iracheta, Jessica Rodriguez, Monica R. Cantu, Rebecca R. Flores, Hector Jasso, Rachel Rodriguez, Karina Miranda, Krystle R. Lozano, Maricela Garza, Lazaro Aguero, Amanda L. Sandoval, Monique Montemayor, Samuel Alonso, Santos Garza, David Allen DiLoreto, Rajeev S. Ramchandran, David M. Kleinman, George W. O'Gara, Andrea M. Czubinski, Peter MacDowell, Kari M. Steinmetz, Dan A. Castillo, Yvonne F. Yu, Salina M. Tongue, Melissa S. Keim, Rachel Hollar, Brandi N. Deats, Brittany S. Richardson, Lynn Singer, Taylor A. Pannell, Stewart A. Daniels, Tushar M. Ranchod, Craig J. Leong, Stacey Touson, Shannon R. Earl, Melissa C. Bartlett, Christine Fernando, Djorella Factor, Jessica Garcia, Anna K. Nguyen, Betty Hom, Cathy Walker, Grace M. Marudo, Jose Carlos Suazo, Leah M. McNeil, Fred Hanamoto, Matthew D. Hughes, Robin D. Ross, Susan M. Sanford, Nicole Martini Markiewicz, Tracy M. Utley, Shannon Henderson, Joanie H. Lippincott, Patricia Streasick, Louis C. Glazer, Frank W. Garber, Jeffrey D. Zheutlin, Angela D. Listerman, Christine E. Feehan, Heather L. Cruz, Donald E. Kuitula, Olivia P. Rainey, Sue Weatherbee, Joseph M. Googe, R. Keith Shuler, Nicholas G. Anderson, Stephen L. Perkins, Kristina Oliver, Nicole Grindall, Ann Arnold, Jennifer Beerbower, Cecile Hunt, Kathy L. Schulz, Sarah M. Oelrich, Jerry K. Whetstone, Justin Walsh, Chris Morris, Robert W. Wong, Peter A. Nixon, Jeni L. Leon, Chris A. Montesclaros, Carrie E. Leung, Phill Le, Codey L. Harborth, Margaret A. Rodriguez, Cory Mangham, Thomas M. Aaberg, Scott J. Westhouse, Holly L. Vincent, Rebecca Malone, Kathy L. Karsten, Raj K. Maturi, Ashley M. Harless, Carolee K. Novak, Laura A. Bleau, Thomas Steele, Charlotte Harris, Alisha Bildner, Abby Maple, Thomas W. Stone, Rick D. Isernhagen, John W. Kitchens, Diana M. Holcomb, Jeanne Van Arsdall, Michelle Buck, Edward A. Slade, Mark T. Chiu, Ashok K. Reddy, Frank W. Wyant, Mary M. Montano-Niles, Lorraine J. Carter, Shirley Maerki, Laura Tartaglia, Paul P. Gomez, Stephen A. Maestas, Camille Shanta, Lisbrenda M. Jimenez, Robert A. Stoltz, Stephanie L. Vanderveldt, Scott I. Lampert, Leslie G. Marcus, Shelly Fulbright, James P. Martin, Roger L. Novack, David S. Liao, Tammy Eileen Lo, Janet Kurokouchi, Richard Ngo, Connie V. Hoang, Julio Sierra, Adam Zamboni, Eric G. Protacio, Jeff Kessinger, Seema Garg, Odette M. Houghton, Jan Niklas Ulrich, Sai H. Chavala, Elizabeth L. DuBose, Cassandra J. Barnhart, Megha Karmalkar, Pooja D. Jani, Justin Goble, Debra Cantrell, Rona Lyn Esquejo, Sandeep N. Shah, Natasha Harmon, Mandeep S. Dhalla, Mario R. del Cid, Lawrence S. Halperin, Jaclyn A. Brady, Monica Hamlin, Monica L. Lopez, Jamie Mariano, Candace M. Neale, Rita R. Veksler, Angelica Mannarelli, Robert E. Coffee, Petros Euthymiou Carvounis, Pejman Hemati, Cindy J. Dorenbach, Annika S. Joshi, April Leger, Dana B. Barnett, Joseph F. Morales, Sam E. Mansour, Cathy Choyce, Aissa L. Dirawatun, Emma A. Nagy, Jamie C. Kerkstra, Joseph T. Fan, Mukesh Bhogilal Suthar, Michael E. Rauser, Gisela Santiago, Liel Marvyn Cerdenio, Brandi J. Perez, Kara E. Halsey, William H. Kiernan, Jesse Knabb, Rachel Catren, Michel Shami, Brenda K. Arrington, Keri S. Neuling, Ashaki Meeks, Natalie R. Garcia, Kayla Blair, Ginger K. Rhymes, Janet Medrano, Judy E. Kim, David V. Weinberg, Kimberly E. Stepien, Thomas B. Connor, Vesper V. Williams, Tracy L. Kaczanowski, Krissa L. Packard, Judy Flanders, Vicki Barwick, Pat A. Winter, Joseph R. Beringer, Kathy J. Selchert, John T. Lehr, Elaine Rodriguez-Roman, Teri Jones, Martha Eileen Haddox, Mark Pena, Brenda Hernandez, Clement K. Chan, Maziar Lalezary, Steven G. Lin, Kimberly S. Walther, Tiana Gonzales, Lenise E. Myers, Kenneth M. Huff, Richard Chace, Sunny Kallay, Kirsten Stevens, Nicole Dolbec, Ronda Baker-Hill, Janea Surette, Steven J. Rose, Brian P. Connolly, Ernest G. Guillet, Edward F. Hall, Margaret M. Yagoda, Mary Jo Doran, Mindy Burgess, Ann Reynard, Margaret Powers, Joe Territo, Calvin E. Mein, Moises A. Chica, R. Gary Lane, Sarah Elizabeth Holy, Lita Kirschbaum, Vanessa D. Martinez, Jaynee Baker, Christa G. Kincaid, Elaine Castillo, Christopher Sean Wienecke, Sara L. Schlichting, Brenda Nakoski, Kenneth R. Diddie, Deborah M. Cadwell, Louise Van Arsdale, Taryn F. Boisvert, Joyce Galonsky, Susie O'Hayer, Melissa L. Johnson, Frank J. McCabe, Brad J. Baker, Melvyn H. Defrin, Marie V. Lampson, Heather Pratte, Selena A. Baron, Aundrea S. Borelli, Frederick H. Davidorf, Michael B. Wells, Susie Chang, John Byron Christoforidis, Alan D. Letson, Jill A. Salerno, Jerilyn G. Perry, Stephen E. Shelley, Patrick J. Fish, Michael H. Scott, James A. Dixon, Shannon R. Walsh, Philomina M. Ozpirincci, Brenda L. Tebon, Marcia J. Moyle, Michael R. Pavlica, Noelle S. Matta, Cristina M. Brubaker, Alyson B. Backer, Neelakshi Bhagat, Catherine Fay, Tatiana Mikheyeva, Michael Lazar, Janie D. Ellenberger, Beth Malpica, Alexander J. Brucker, Benjamin J. Kim, Brian L. VanderBeek, Sheri Drossner, Joan C. DuPont, Rebecca Salvo, Stephanie B. Engelhard, Jim M. Berger, Sara Morales, Beth Serpentine, Paul L. Kaufman, Jessica D. McCluskey, Kathy T. Wynne, Julian Jordan, Brandun Watson, Robert S. Wirthlin, Eric S. Guglielmo, Eileen A. Dittman, Dylan C. Waidelich, Cristofer J. Garza, Adeline M. Stone, Ashley Nicole Oakes, Ivan J. Suner, Mark E. Hammer, Marc C. Peden, Janet R. Traynom, Rochelle DenBoer, Heidi Vargo, Susan Ramsey, Anita Kim Malzahn, Debra Jeffres, Nauman A. Chaudhry, Sumit P. Shah, Gregory M. Haffner, Emiliya German, Shannan Moreau, Laura A. Fox, Jennifer M. Matteson, JoAnna L. Pelletier, Alison Fontecchio, Emily Morse, Greg McNamara, Marie Grace Laglivia, Marissa L. Scherf, Angela LaPre, Justin A. Cocilo, Arup Das, Linda Friesen, Michele Franco, Johnny Lucero, Melissa Frazier, Robert Laviolette, Umar Khalil Mian, Rebecca L. Riemer, Evelyn Koestenblatt, Louise V. Wolf, Christine Kim, Irina Katkovskaya, Erica Otoo, Kevin A. Ellerbe, Kenneth Boyd, Caroline Costa, Paul Andrew Edwards, Hua Gao, Thomas Hessburg, Uday Desai, Janet Murphy, Mary K. Monk, Julianne Hall, Melina Mazurek, Katie M. Ventimiglia, Brian A. Rusinek, Bradley A. Stern, Kris Brouhard, Katie M. Weier, Megan Allis, Jenny Shaken, Nicole M. Massu, Tracy A. Troszak, David Burley, Abdhish R. Bhavsar, Geoffrey G. Emerson, Jacob M. Jones, Tracy A. Anderson, Andrea Gilchrist, Matt D. Peloquin, Gaid Gaid, Yang Vang, Samantha Ryan, Denise Vang, Alanna C. Evans, Tonja Scherer, Howard S. Lazarus, Debra Paige Bunch, Liana C. Davis, Kelly Booth, Margaret Trimble, Mary A. Bledsaw, Jay Moore, Daniel F. Rosberger, Sandra Groeschel, Miriam A. Madry, Nikoletta DiGirolamo, Dustin Pressley, Robert Santora, Yenelda M. Gomez, Karl R. Olsen, Robert L. Bergren, P. William Conrad, Pamela P. Rath, Avni Patel Vyas, Judy C. Liu, Lori A. Merlotti, Jennifer L. Chamberlin, Holly M. Mechling, Mary E. Kelly, Kellianne Marfisi, Kimberly A. Yeckel, Veronica L. Bennett, Christina M. Schultz, Grace A. Rigoni, Julie Walter, Missy A. Forish, Amanda Fec, Courtney L. Foreman, David Steinberg, Keith D. McBroom, Melvin C. Chen, Marc H. Levy, Waldemar Torres, Peggy Jelemensky, Tara L. Raphael, Joann Rich, Mark Sneath, James L. Kinyoun, Gurunadh Atmaram Vemulakonda, Susan A. Rath, Patricia K. Ernst, Juli A. Pettingill, Ronald C. Jones, Brad C. Clifton, James D. Leslie, Sharon D. Solomon, Lisa K. Levin, Deborah Donohue, Mary Frey, Lorena Larez, Keisha Murray, Rita L. Denbow, Janis Graul, David Emmert, Charles Herring, Nick Rhoton, Joe Belz, Alice T. Lyon, Rukhsana G. Mirza, Amanda M. Krug, Carmen Ramirez, Lori Kaminski, Anna Liza M. Castro-Malek, Amber N. Mills, Zuzanna Rozenbajgier, Marriner L. Skelly, Evica Simjanoski, Andrea R. Degillio, Jennifer I. Lim, Felix Y. Chau, Marcia Niec, Tametha Johnson, Yesenia Ovando, Mark Janowicz, Catherine Carroll, Jeffrey G. Gross, Barron C. Fishburne, Amy M. Flowers, Riley Stroman, Christen Ochieng, Angelique S.A. McDowell, Ally M. Paul, Randall L. Price, John H. Drouilhet, Erica N. Lacaden, Deborah J. Nobler, Howard L. Cummings, Deanna Jo Long, Ben McCord, Jason Robinson, Jamie Swift, Julie P. Maynard, Patricia J. Pahk, Hannah Palmer-Dwore, Dipali H. Dave, Mariebelle Pacheco, Barbara A. Galati, Eneil Simpson, Andrew J. Barkmeier, Diane L. Vogen, Karin A. Berg, Shannon L. Howard, Jean M. Burrington, Jessica Ann Morgan, Joan T. Overend, Shannon Goddard, Denise M. Lewison, Jaime L. Tesmer, Craig Michael Greven, Joan Fish, Cara Everhart, Mark D. Clark, David T. Miller, George Baker Hubbard, Jiong Yan, Blaine E. Cribbs, Linda T. Curtis, Judy L. Brower, Jannah L. Dobbs, Debora J. Jordan, Baseer U. Ahmad, Suber S. Huang, Hillary M. Sedlacek, Cherie L. Hornsby, Lisa P. Ferguson, Kathy Carlton, Kelly A. Sholtis, Peggy Allchin, Claudia Clow, Mark A. Harrod, Geoffrey Pankhurst, Irit Baum-Rawraway, Stacie A. Hrvatin, Ronald C. Gentile, Alex Yang, Wanda Carrasquillo-Boyd, Robert Masini, Chander N. Samy, Robert J. Kraut, Kathy Shirley, Linsey Corso, Karen Ely, Elizabeth Scala, Stewart Gross, Vanessa Alava, Eyal Margalit, Donna G. Neely, Maria Blaiotta, Lori Hagensen, April E. Harris, Rita L. Lennon, Denice R. Cota, Larry Wilson, Lloyd P. Aiello, Roy W. Beck, Susan B. Bressler, Kakarla V. Chalam, Ronald P. Danis, Bambi J. Arnold-Bush, Frederick Ferris, Talat Almukhtar, Brian B. Dale, Alyssa Baptista, Crystal Connor, Jasmine Conner, Sharon R. Constantine, Kimberly Dowling, Simone S. Dupre, Allison R. Ayala, Meagan L. Huggins, Seidu Inusah, Paula A. Johnson, Brenda L. Loggins, Shannon L. McClellan, Michele Melia, Eureca Battle, Cynthia R. Stockdale, Danielle Stanley, Glenn Jaffe, Brannon Balsley, Michael Barbas, Russell Burns, Dee Busian, Ryan Ebersohl, Cynthia Heydary, Sasha McEwan, Justin Myers, Amanda Robertson, Kelly Shields, Garrett Thompson, Katrina Winter, Ellen Young, Matthew D. Davis, Yijun Huang, Barbara Blodi, Amitha Domalpally, James Reimers, Pamela Vargo, Hugh Wabers, Dawn Myers, Daniel Lawrence, James Allan, Andrew Antoszyk, Scott Friedman, Ingrid U. Scott, Eleanor Schron, Donald F. Everett, Päivi H. Miskala, John Connett, Gary Abrams, Deborah R. Barnbaum, Harry Flynn, Ruth S. Weinstock, Charles P. Wilkinson, Stephen Wisniewski, Saul Genuth, Robert Frank, Frederick L. Ferris, Glenn J. Jaffe, Abdhish Bhavsar, Joseph Googe, Andreas Lauer, and Ashley McClain

Subjects
Male, Vascular Endothelial Growth Factor A, medicine.medical_specialty, Visual acuity, genetic structures, Bevacizumab, Recombinant Fusion Proteins, Visual Acuity, 030232 urology & nephrology, Angiogenesis Inhibitors, Enzyme-Linked Immunosorbent Assay, Gastroenterology, Macular Edema, Article, law.invention, 03 medical and health sciences, chemistry.chemical_compound, 0302 clinical medicine, Randomized controlled trial, law, Ranibizumab, Internal medicine, medicine, Humans, Stroke, Aflibercept, Diabetic Retinopathy, business.industry, Middle Aged, medicine.disease, Confidence interval, Vascular endothelial growth factor, Ophthalmology, Receptors, Vascular Endothelial Growth Factor, Treatment Outcome, chemistry, Intravitreal Injections, Retreatment, 030221 ophthalmology & optometry, Female, medicine.symptom, business, Tomography, Optical Coherence, Follow-Up Studies, medicine.drug
Abstract

PURPOSE: Assess systemic vascular endothelial growth factor-A (VEGF) levels after treatment with intravitreous aflibercept, bevacizumab or ranibizumab. DESIGN: Comparative-effectiveness trial with participants randomly assigned to 2-mg aflibercept, 1.25-mg bevacizumab, or 0.3-mg ranibizumab following a retreatment algorithm. PARTICIPANTS: Participants with available plasma samples (N=436) METHODS: Plasma samples were collected before injections at baseline, 4-week, 52-week and 104-week visits. In a pre-planned secondary analysis, systemic free-VEGF levels from an ELISA immunoassay were compared across anti-VEGF agents and correlated with systemic side effects. MAIN OUTCOME MEASURES: Changes in the natural log (ln) of plasma VEGF levels. RESULTS: Baseline free-VEGF levels were similar across all 3 groups. At 4 weeks, mean ln(VEGF) changes were −0.30±0.61, −0.31±0.54, −0.02±0.44 pg/ml for the aflibercept, bevacizumab, and ranibizumab groups, respectively. The adjusted differences between treatment groups (adjusted CI; P-value) were −0.01 (−0.12, +0.10; P=0.89), −0.31 (−0.44, −0.18; P

Published
2018
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