Genetic insights into foveal morphology and its associations with pigmentation and age-related macular degeneration
Green, D. J.; Romero-Bascones, D.; Julian, T. H.; Torchia, S.; Joisher, H. N. V.; UK Biobank Eye and Vision Consortium, ; Ayala, U.; Barrenechea, M.; Self, J. E.; Black, G. C.; Fitzgerald, T.; Birney, E.; Cepko, C. L.; Carroll, J.; Sergouniotis, P. I.
Show abstract
The fovea is the small depression at the neurosensory retina that underlies high-resolution central vision. It is vulnerable to disease and disruption of its architecture causes visual disability. Foveal morphology varies significantly across individuals. The molecular causes and functional consequences of this anatomical diversity are incompletely understood. Here, we extracted six foveal morphological parameters from Optical Coherence Tomography (OCT) images of 39,521 UK Biobank participants. We found notable variability in foveal morphology and detected significant links with sex and genetic ancestry. Genome-wide association studies identified 161 lead loci across the six foveal morphological parameters, implicating genes involved in pigmentation (e.g., TYR, TSPAN10, GPR143) and patterning (e.g., FGFR2, PTPRD, CYP1A1). Heritability estimates ranged from 29-43%. Foveal pit volume was associated with future risk of age-related macular degeneration (HR=1.1, p=0.0004), a finding supported by Mendelian randomization. These results establish foveal morphology as a highly heritable trait with notable influence over retinal disease risk.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Statin use in relation to intraocular pressure, glaucoma, and ocular coherence tomography parameters in the UK Biobank 95%
- North Carolina macular dystrophy: phenotypic variability and computational analysis of disease-implicated non-coding variants 95%
- Clinically visible progression indicators in age-related macular degeneration are transdifferentiated retinal pigment epithelium 93%
Similar papers in this journal
- Quantification of Fundus Autofluorescence Features in a Molecularly Characterized Cohort of More Than 3500 Inherited Retinal Disease Patients from the United Kingdom 96%
- Artificial intelligence to facilitate clinical trial recruitment in age-related macular degeneration 95%
- CTx001 for geographic atrophy: a gene therapy expressing soluble, truncated complement receptor 1 (mini-CR1) 93%
Similar papers in this journal
- The contribution of common regulatory and protein-coding TYR variants in the genetic architecture of albinism 96%
- Whole-exome sequencing study identifies novel rare variants and genes associated with intraocular pressure and glaucoma 95%
- Genetic Risk of Reticular Pseudodrusen in Age-Related Macular Degeneration: HTRA1/lncRNA BX842242.1 dominates, with no evidence for Complement Cascade involvement 95%
Similar papers in this journal
- Automatic Retinoblastoma Screening and Surveillance Using Deep Learning 91%
- BRCA-DIRECT digital pathway for diagnostic germline genetic testing within a UK breast oncology setting: a randomised, non-inferiority trial 87%
- Observational and genetic associations between cardiorespiratory fitness and cancer: a UK Biobank and international consortia study 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.