Yin Allison Liu, Mrinal Prabhakar, Emma McIntyre, Tzu-Ni Sin, Carol Villafuerte-Trisolini, Erin Kinnally, Lesly C Ceniceros, Ashlee M Cruz, Ashley D Cunningham, Hong Li, Kevin Choy, Sina Farsiu, Sara M Thomasy, Glenn Yiu
{"title":"Retinal Layer Changes With Aging and Cognitive Decline in Rhesus Macaques.","authors":"Yin Allison Liu, Mrinal Prabhakar, Emma McIntyre, Tzu-Ni Sin, Carol Villafuerte-Trisolini, Erin Kinnally, Lesly C Ceniceros, Ashlee M Cruz, Ashley D Cunningham, Hong Li, Kevin Choy, Sina Farsiu, Sara M Thomasy, Glenn Yiu","doi":"10.1167/tvst.15.8.14","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Nonhuman primates (NHPs) are powerful animal models of aging and neurodegeneration. We hypothesize that age-related retinal thinning measured by optical coherence tomography (OCT) may correlate with cognitive and behavioral decline. Here, we evaluate the relationship between neurocognitive function in rhesus macaques and retinal layer thickness on OCT.</p><p><strong>Methods: </strong>We evaluated 110 older rhesus macaques (mean age, 19.5 ± 3.3 years; range, 11-30 years) with an array of behavioral assessments, including visual acuity, decision-making, working memory, spatial memory, problem-solving, and social learning. We collected spectral domain OCT scans and measured retinal layer thicknesses in macular and peripapillary areas using custom segmentation software. Multivariate linear regression with generalized estimating equations was used to assess the association between retinal layer thicknesses and cognitive function.</p><p><strong>Results: </strong>OCT measurements of retinal layers were consistent with published data from humans and NHPs. Thinning of the macular nerve fiber layer (mNFL; P = 0.001) and photoreceptor segments (PSs; P = 0.014) were associated with slower decision-making, whereas thinner inner nuclear layer (INL) was linked to slower problem-solving and less problem-solving flexibility (P = 0.023). Thinner outer plexiform layer (OPL; P = 0.022) and PSs (P = 0.001) were associated with better visual prediction, and thinning of the mNFL (P = 0.038), OPL (P = 0.039), total retinal thickness (P = 0.015), and peripapillary NFL (P = 0.002) were associated with better social learning.</p><p><strong>Conclusions: </strong>Older rhesus macaques demonstrated measurable changes in behavior and retinal anatomy, but the relationship between retinal thinning and cognitive performance was modest, suggesting a unique relationship between retinal thinning and executive function, or a reflection of age-related decline and compensatory mechanisms.</p><p><strong>Translational relevance: </strong>Identifying noninvasive measures of age-related cognitive and behavioral decline using OCT measurements of retinal anatomy in NHPs may help accelerate future preclinical testing of novel treatments for neurodegenerative diseases in these animal models.</p>","PeriodicalId":23322,"journal":{"name":"Translational Vision Science & Technology","volume":"15 8","pages":"14"},"PeriodicalIF":2.7000,"publicationDate":"2026-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13496269/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational Vision Science & Technology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/tvst.15.8.14","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: Nonhuman primates (NHPs) are powerful animal models of aging and neurodegeneration. We hypothesize that age-related retinal thinning measured by optical coherence tomography (OCT) may correlate with cognitive and behavioral decline. Here, we evaluate the relationship between neurocognitive function in rhesus macaques and retinal layer thickness on OCT.
Methods: We evaluated 110 older rhesus macaques (mean age, 19.5 ± 3.3 years; range, 11-30 years) with an array of behavioral assessments, including visual acuity, decision-making, working memory, spatial memory, problem-solving, and social learning. We collected spectral domain OCT scans and measured retinal layer thicknesses in macular and peripapillary areas using custom segmentation software. Multivariate linear regression with generalized estimating equations was used to assess the association between retinal layer thicknesses and cognitive function.
Results: OCT measurements of retinal layers were consistent with published data from humans and NHPs. Thinning of the macular nerve fiber layer (mNFL; P = 0.001) and photoreceptor segments (PSs; P = 0.014) were associated with slower decision-making, whereas thinner inner nuclear layer (INL) was linked to slower problem-solving and less problem-solving flexibility (P = 0.023). Thinner outer plexiform layer (OPL; P = 0.022) and PSs (P = 0.001) were associated with better visual prediction, and thinning of the mNFL (P = 0.038), OPL (P = 0.039), total retinal thickness (P = 0.015), and peripapillary NFL (P = 0.002) were associated with better social learning.
Conclusions: Older rhesus macaques demonstrated measurable changes in behavior and retinal anatomy, but the relationship between retinal thinning and cognitive performance was modest, suggesting a unique relationship between retinal thinning and executive function, or a reflection of age-related decline and compensatory mechanisms.
Translational relevance: Identifying noninvasive measures of age-related cognitive and behavioral decline using OCT measurements of retinal anatomy in NHPs may help accelerate future preclinical testing of novel treatments for neurodegenerative diseases in these animal models.
期刊介绍:
Translational Vision Science & Technology (TVST), an official journal of the Association for Research in Vision and Ophthalmology (ARVO), an international organization whose purpose is to advance research worldwide into understanding the visual system and preventing, treating and curing its disorders, is an online, open access, peer-reviewed journal emphasizing multidisciplinary research that bridges the gap between basic research and clinical care. A highly qualified and diverse group of Associate Editors and Editorial Board Members is led by Editor-in-Chief Marco Zarbin, MD, PhD, FARVO.
The journal covers a broad spectrum of work, including but not limited to:
Applications of stem cell technology for regenerative medicine,
Development of new animal models of human diseases,
Tissue bioengineering,
Chemical engineering to improve virus-based gene delivery,
Nanotechnology for drug delivery,
Design and synthesis of artificial extracellular matrices,
Development of a true microsurgical operating environment,
Refining data analysis algorithms to improve in vivo imaging technology,
Results of Phase 1 clinical trials,
Reverse translational ("bedside to bench") research.
TVST seeks manuscripts from scientists and clinicians with diverse backgrounds ranging from basic chemistry to ophthalmic surgery that will advance or change the way we understand and/or treat vision-threatening diseases. TVST encourages the use of color, multimedia, hyperlinks, program code and other digital enhancements.