June 2023
Volume 64, Issue 8
Open Access
ARVO Annual Meeting Abstract  |   June 2023
Novel Genetic Variants identified by Next Generation Sequencing (NGS) in patients “Protected” from Diabetic Retinopathy despite the long duration of diabetes: The DRGen Study
Author Affiliations & Notes
  • Sampath Rangasamy
    Neurogenomics Divsion, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Ignazio Stefano Piras
    Neurogenomics Divsion, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Christopher Legendre
    Neurogenomics Divsion, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Finny Monickaraj
    Department of Opthalmology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States
    New Mexico VA Health Care System, Albuquerque, New Mexico, United States
  • Heendeni J Pathiranage Don
    Quantitative Medicine & Systems Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Andrea Cabrera
    Department of Opthalmology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States
    New Mexico VA Health Care System, Albuquerque, New Mexico, United States
  • Avijith Podder
    Quantitative Medicine & Systems Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Paolo Antonio Silva
    Joslin Diabetes Center Beetham Eye Institute, Boston, Massachusetts, United States
    Department of Opthalmology, Harvard Medical School, Boston, Massachusetts, United States
  • David Duggan
    Quantitative Medicine & Systems Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Jennifer K Sun
    Joslin Diabetes Center Beetham Eye Institute, Boston, Massachusetts, United States
    Department of Opthalmology, Harvard Medical School, Boston, Massachusetts, United States
  • Nicholas Schork
    Quantitative Medicine & Systems Biology Division, Translational Genomics Research Institute, Phoenix, Arizona, United States
  • Lloyd P Aiello
    Joslin Diabetes Center Beetham Eye Institute, Boston, Massachusetts, United States
    Department of Opthalmology, Harvard Medical School, Boston, Massachusetts, United States
  • Arup Das
    Department of Opthalmology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, United States
    New Mexico VA Health Care System, Albuquerque, New Mexico, United States
  • Footnotes
    Commercial Relationships   Sampath Rangasamy None; Ignazio Stefano Piras None; Christopher Legendre None; Finny Monickaraj None; Heendeni J Pathiranage Don None; Andrea Cabrera None; Avijith Podder None; Paolo Antonio Silva None; David Duggan None; Jennifer Sun Adaptive Sensory Technologies, Code F (Financial Support), Boehringer Ingelheim, Code F (Financial Support), Genentech/Roche, Code F (Financial Support), Janssen, Code F (Financial Support), Physical Sciences, Inc,, Code F (Financial Support), Novo Nordisk, Code F (Financial Support), Optovue , Code F (Financial Support); Nicholas Schork None; Lloyd Aiello MantraBio, Ceramedix, ORA, KalVista, Code C (Consultant/Contractor), Novo Nordisk, Code F (Financial Support), Optos, Code R (Recipient); Arup Das Novo Nordisk, Code F (Financial Support)
  • Footnotes
    Support  NIH R01 EY 028606-01-A1
Investigative Ophthalmology & Visual Science June 2023, Vol.64, 3758. doi:
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      Sampath Rangasamy, Ignazio Stefano Piras, Christopher Legendre, Finny Monickaraj, Heendeni J Pathiranage Don, Andrea Cabrera, Avijith Podder, Paolo Antonio Silva, David Duggan, Jennifer K Sun, Nicholas Schork, Lloyd P Aiello, Arup Das; Novel Genetic Variants identified by Next Generation Sequencing (NGS) in patients “Protected” from Diabetic Retinopathy despite the long duration of diabetes: The DRGen Study. Invest. Ophthalmol. Vis. Sci. 2023;64(8):3758.

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      © ARVO (1962-2015); The Authors (2016-present)

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Abstract

Purpose : Glycemic control and diabetes duration are the strongest predictors of the progression of diabetic retinopathy (DR). However, some individuals, despite the long duration of diabetes, do not develop DR or show only mild nonproliferative DR (NPDR). These “extreme” phenotype patients are unlikely to experience further worsening of DR. In this study, using a well-defined phenotypic strategy, we seek to understand better the role of genetic variants that may protect people from developing advanced DR.

Methods : We explored two distinct patient cohorts: Group 1, the "No DR/Very Mild NPDR" cohort despite the long duration of diabetes (>20 years; n =104), and Group 2, the "Proliferative Diabetic Retinopathy" cohort group(n = 170). Ultrawide field retinal images were graded for DR severity at a masked central reading center by ETDRS standard grading protocol. We leveraged the whole genome and exome to define the "protective" genetic factors from the cohort. To test for association between rare or common variants and No DR phenotype, we performed multimarker SNP-set Kernel Association Test (SKAT) analysis. A combined functional prediction (CFP) algorithm was used to evaluate the impact of coding variants in the cohort.

Results : SKAT analysis of “No DR/V.Mild NPDR” (cases) and PDR (control) patients for a total of 15,693 gene sets, including sex and three ancestry principal components as covariates, revealed a statistically significant association between the MTCH2 gene and the extreme phenotype (15,693 gene sets Bonferroni adjusted p = 3.5 x 10-04). MTCH2 is a mitochondrial protein that regulates cellular metabolism and apoptosis, and its expression has been previously found to be associated with diabetic retinopathy. Analysis based on rare and low-frequency variants highlighted the differential burden of genetic variants between the two groups. Iterative CFP analysis highlighted the enrichment of loss of rare functional variants with likely impact on VEGF and inflammatory pathway activation in the “No DR/V.Mild NPDR” cohort.

Conclusions : Our results suggest several common and rare variants yield novel insights into the genetic architecture of protection against advanced DR. If validated in future studies, protective genetic factors could represent new biomarkers and therapeutics for DR.

This abstract was presented at the 2023 ARVO Annual Meeting, held in New Orleans, LA, April 23-27, 2023.

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