Abstract
Purpose
To quantify the association between visit adherence and visual acuity (VA) in diabetic macular edema (DME).
Methods
This secondary analysis of the 2-year DRCRnet Protocol T study of 656 patients required one visit every 4 weeks in the first year, then at variable 4–16-week intervals in the second year. Visit adherence measured as number of missed visits, average (avg days) and longest (max days) visit interval, average (avg missed days) and longest (max missed days) unintended visit interval, and visit constancy (percentage of 3-month periods with at least 1 visit). Avg and max missed days were categorized as on time (0 days), late (> 0–60 days), and very late (> 60 days). Primary outcome was change in ETDRS VA between baseline study visit and last attended visit, using multivariate linear regression models controlling for age, gender, race, ethnicity, treatment arm, baseline VA, hemoglobin A1c, insulin use, and number of lasers and injections.
Results
Mean number of missed visits was 1.7. 616 (94%) patients had 100% visit constancy. A total of 331 (51%) patients were on time, 171 (26%) late, and 154 (23%) very late in avg missed days. Max missed days ranged 0–696 days. Adjusted, each missed visit was associated with 0.3-letter decrease (95%CI − 0.6, − 0.1, p = 0.02); being very late in avg and max missed days saw − 4.2 letters (95%CI − 6.4, − 2.0, p < 0.001) and − 4.0 letters (95%CI − 6.1, − 1.9, p < 0.001), respectively, than on time. Those that averaged > 4 days missed per attended visit saw 4.6 letters worse (95%CI − 7.3, − 2.0, p < 0.001).
Conclusions
Visit adherence is associated with visual acuity outcomes in DME patients.
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Data availability
Data are available in a public, open access repository: The DRCRnet Protocol T Public Dataset, accessible at https://public.jaeb.org/drcrnet/stdy/206
References
Ciulla TA, Bracha P, Pollack J, Williams DF (2018) Real-world outcomes of anti-vascular endothelial growth factor therapy in diabetic macular edema in the United States. Ophthalmol Retina 2:1179–1187
VanderBeek BL, Shah N, Parikh PC, Ma L (2016) Trends in the care of diabetic macular edema: analysis of a national cohort. PloS One 11:e0149450. https://doi.org/10.1371/journal.pone.0149450
Kiss S, Liu Y, Brown J, Holekamp NM, Almony A, Campbell J, Kowalski JW (2014) Clinical utilization of anti-vascular endothelial growth-factor agents and patient monitoring in retinal vein occlusion and diabetic macular edema. Clin Ophthalmol 8:1611–1621
Holekamp NM, Campbell J, Almony A, Ingraham H, Marks S, Chandwani H, Cole AL, Kiss S (2018) Vision outcomes following anti-vascular endothelial growth factor treatment of diabetic macular edema in clinical practice. Am J Ophthalmol 191:83–91
Haynes RB, Taylor DW, Sackett DL (1979) Compliance in Health Care. Johns Hopkins University Press, Baltimore
Dunbar-Jacob J, Mortimer-Stephens MK (2001) Treatment adherence in chronic disease. J Clin Epidemiol 54:S57–S60
Ramakrishnan MS, Yu Y, VanderBeek BL (2020) Association of visit adherence and visual acuity in patients with neovascular age-related macular degeneration. JAMA Ophthalmol 138:237–242
Sloan FA, Yashkin AP, Chen Y (2014) Gaps in receipt of regular eye examinations among Medicare beneficiaries diagnosed with diabetes or chronic eye diseases. Ophthalmology 121:2452–2460
Early Treatment Diabetic Retinopathy Study Research Group (1991) Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Ophthalmology 98:766–785
Gao X, Obeid A, Aderman CA, Talcott KE, Ali FS, Adam MK, Rovner BW, Hyman L, Ho AC, Hsu J (2019) Loss to follow up after anti-vascular endothelial growth factor injections in patients with diabetic macular edema. Ophthalmol Retina 3:230–236
Best AL, Fajnkuchen F, Nghiem-Buffet S, Nghiem-Buffet S, Grenet T, Quentel G, Delahaye-Mazza C, Cohen SY, Giocanti-Auregan A (2018) Treatment efficacy and compliance in patients with diabetic macular edema treated with ranibizumab. J Ophthalmol https://doi.org/10.1155/2018/4610129
Ehlken C, Helms M, Bohringer D (2018) Association of treatment adherence with real-life VA outcomes in AMD, DME, and BRVO patients. Clin Ophthalmol 12:13–20
Obeid A, Gao X, Ali FS, Talcott KE, Aderman CM, Hyman L, Ho AC, Hsu J (2018) Loss to follow up in patients with proliferative diabetic retinopathy after panretinal photocoagulation or intravitreal anti-VEGF injections. Ophthalmology 125:1386–1392
Wubben TJ, Johnson MW, Anti-VEGF Treatment Interruption Study Group (2019) Anti-vascular endothelial growth factor therapy for diabetic retinopathy: consequences of inadvertent treatment interruptions. Am J Ophthalmol 204:204–213
Ding J, Wong TY (2012) Current epidemiology of diabetic retinopathy and diabetic macular edema. Curr Diab Rep 12:346–354
Ho AC, Scott IU, Kim SJ, Brown GC, Brown MM, Ip MS, Recchia FM (2012) Anti–vascular endothelial growth factor pharmacotherapy for diabetic macular edema: a report by the American Academy of Ophthalmology. Ophthalmology 119:2179–2188
Diabetic Retinopathy Clinical Research Network, Elman MJ, Aiello LP, Beck RM, Bressler NM, Bressler SB, Edwards AR, Ferris FL 3rd, Friedman SM, Glassman AR, Miller KM, Scott IU, Stockdale CR, Sun JK (2010) Randomized trial evaluating ranibizumab plus prompt or deferred laser or triamcinolone plus prompt laser for diabetic macular edema. Ophthalmology 117:1064–1077
DRCR Retina Network (2012) www.public.jaeb.org/drcrnet/stdy/206. Accessed 25 Apr 2019
Diabetic Retinopathy Clinical Research Network, Wells JA, Glassman AR, Ayala AR, Jampol LM, Aiello LP, Antoszyk AN, Arnold-Bush B, Baker CW, Bressler NM, Browning DJ, Elman MJ, Ferris FL, Friedman SM, Melia M, Pieramici DJ, Sun JK, Beck RW (2015) Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema. N Engl J Med 372:1193–1203
Wells JA, Glassman AR, Ayala AR, Jampol LM, Bressler NM, Bressler SB, Brucker AJ, Ferris FL, Hampton GR, Jhaveri C, Melia M, Beck RW, Diabetic Retinopathy Clinical Research Network (2016) Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema: two-year results from a comparative effectiveness randomized clinical trial. Ophthalmology 123:1351–1359
Mugavero MJ, Lin HY, Willig JH, Westfall AO, Ulett KB, Routman JS, Abroms RJL, Saag MS, Allison JJ (2009) Missed visits and mortality among patients establishing initial outpatient HIV treatment. Clin Infect Dis 48:248–256
Tripathi A, Youmans E, Gibson JJ, Duffus WA (2011) The impact of retention in early HIV medical care on viro-immunological parameters and survival: a statewide study. AIDS Res Hum Retroviruses 27:751–758
Funding
This work was supported by National Institutes of Health (1K23EY025729-01), University of Pennsylvania Core Grant for Vision Research (2P30EY001583), and block research grants to the Scheie Eye Institute from the Research to Prevent Blindness, the Paul and Evanina Mackall Foundation, and the Karen and Herbert Lotman Fund for Macular Vision Research Foundation.
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All authors contributed to study conception and design. Data collection and analysis were performed by Meera Ramakrishnan, Yinxi Yu, and Brian VanderBeek. The first draft of the manuscript was written by Meera Ramakrishnan, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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This study adhered to the tenets put forth in the 1964 Declaration of Helsinki. Institutional review board by the University of Pennsylvania was not required as it was conducted on freely available public data.
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Informed consent for this secondary analysis was not required as the data are deidentified and freely available online.
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Consent for publication for this secondary analysis was not required as the data are deidentified and freely available online.
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Ramakrishnan, M.S., Yu, Y. & VanderBeek, B.L. Visit adherence and visual acuity outcomes in patients with diabetic macular edema: a secondary analysis of DRCRnet Protocol T. Graefes Arch Clin Exp Ophthalmol 259, 1419–1425 (2021). https://doi.org/10.1007/s00417-020-04944-w
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DOI: https://doi.org/10.1007/s00417-020-04944-w