Evidence map›Paper›PMID 41051147›Full record

ArticleInvestigative ophthalmology & visual science2025

Higher Throughput Assays for Understanding the Pathogenicity of Variants of Unknown Significance in the RPE65 Gene.

Leila Azizzadeh Pormehr, Kannan Vrindavan Manian, Ha Eun Cho, T Michael Redmond, Jason Comander

Abstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Personalized Pathogenicity Assessment ofInternational journal of molecular sciences · 2026
    Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Leila Azizzadeh PormehrOcular Genomics Institute, Berman-Gund Laboratory for the Study of Retinal Degenerations, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, United States.
Kannan Vrindavan ManianOcular Genomics Institute, Berman-Gund Laboratory for the Study of Retinal Degenerations, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, United States.
Ha Eun ChoOcular Genomics Institute, Berman-Gund Laboratory for the Study of Retinal Degenerations, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, United States.
T Michael RedmondLaboratory of Retinal Cell & Molecular Biology, National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States.
Jason ComanderOcular Genomics Institute, Berman-Gund Laboratory for the Study of Retinal Degenerations, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, United States.

Funding

P30 Core Grant for Vision ResearchP30EY014104 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Eric A Pierce · 2002 to 2026
$15.1M
Improving the throughput of diagnosis and treatment of inherited diseases of the retinaR01EY031036 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI COMANDER, JASON · 2020 to 2024
$2.1M
NEI NIH HHS P30 EY014104NEI NIH HHS R01 EY031036
6 · The paper itself

Abstract

Purpose: RPE65 is a key enzyme in the visual cycle that regenerates 11-cis-retinal. Mutations in RPE65 cause a retinal dystrophy that is treatable with an approved gene therapy. Variants of unknown significance (VUS) on genetic testing can prevent patients from obtaining a firm genetic diagnosis and accessing gene therapy. Because most RPE65 mutations have a low protein expression level, this study developed and validated multiple methods for assessing the expression level of RPE65 variants. This functional evidence is expected to aid in reclassifying RPE65 VUS as pathogenic, which can improve the diagnosis and treatment of RPE65 patients. Methods: Thirty different variants of RPE65 (12 pathogenic, 13 VUS, five benign) were cloned into lentiviral expression vectors. Protein expression levels were measured after transient transfection or in stable cell lines, using western blots and immunostaining with flow cytometry. Then, a pooled, high-throughput, fluorescence-activated cell sorting (FACS) assay with a next-generation sequencing-based readout was used to assay pools of RPE65 variants. Results: A high correlation was observed between protein levels measured by western blot, flow cytometry, and the pooled FACS assay. Using these assays, we confirmed and extended RPE65 variant data, including that Pro111Ser has a low, pathogenic expression level. There was a high correlation between RPE65 expression and previously reported enzyme activity levels; further development of a high-throughput enzymatic activity assay would complement these expression data. Conclusions: This scalable approach can be used to solve patient pedigrees with VUS in RPE65, facilitating treatment and providing RPE65 structure-function information.

Indexed as

cis-trans-IsomerasesMutationRetinal DystrophiesBlotting, WesternFlow CytometryGenetic TestingHigh-Throughput Nucleotide SequencingHigh-Throughput Screening AssaysHumansRetinoid IsomerohydrolaseTransfectioncis-trans-IsomerasesRetinoid Isomerohydrolase

Identifiers

PMID41051147
PMCPMC12514977

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.