Evidence map›Paper›PMID 41435840›Full record

ArticleAmerican journal of human genetics2026

Low population penetrance of variants associated with inherited retinal degenerations.

Kirill Zaslavsky, Liyin Chen, Chloe Park, Emily M Place, Daniel Navarro-Gomez, Seyedeh M Zekavat, Christopher F Barile, Kinga M Bujakowska, Elizabeth J Rossin, Eric A Pierce

Abstract read
In one paragraph

Article in American journal of human genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Kirill ZaslavskyDepartment of Ophthalmology and Vision Sciences, University of British Columbia, Vancouver, BC, Canada; Ocular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Liyin ChenOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Chloe ParkOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Emily M PlaceOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Daniel Navarro-GomezOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Seyedeh M ZekavatHarvard Medical School Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
Christopher F BarileOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA.
Kinga M BujakowskaOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA; Harvard Medical School Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA.
Elizabeth J RossinOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA; Harvard Medical School Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA. Electronic address: elizabeth_rossin@meei.harvard.edu.
Eric A PierceOcular Genomics Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA; Harvard Medical School Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA. Electronic address: eric_pierce@meei.harvard.edu.

Funding

Precision Medicine for Inherited Retinal DegenerationsR01EY012910 · NEI · UNIVERSITY OF PENNSYLVANIA · PI Eric A Pierce · 1999 to 2026
$15.9M
P30 Core Grant for Vision ResearchP30EY014104 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Eric A Pierce · 2002 to 2026
$15.1M
Genetics of central serous chorioretinopathy and choroidal thickeningK23EY035342 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Elizabeth Jeffries Rossin · 2024 to 2026
$831k
NEI NIH HHS K23 EY035342NEI NIH HHS P30 EY014104NEI NIH HHS R01 EY012910
6 · The paper itself

Abstract

Inherited retinal degenerations (IRDs) are the leading cause of blindness in working-age adults and are thought to be monogenic with near-complete penetrance. However, traditional variant discovery based on phenotypic ascertainment may inflate penetrance estimates and obscure the true genotype-phenotype spectrum. We used large biobanks with linked genomic and clinical data to quantify the population-level penetrance of IRD-associated variants. We screened 317,964 All of Us (AoU) participants for loss-of-function or pathogenic IRD variants to curate a cohort with definite IRD-compatible genotypes. We defined three nested International Classification of Diseases (ICD)-9/10 code sets ("IRD," "retinopathy," and "screening") to derive lower- and upper-bound penetrance estimates via disease annotation frequencies (DAFs). Within a cohort of 481 AoU participants with definite IRD-compatible genotypes, DAFs ranged from 9.4% (IRD) to 28.1% (screening), which were enriched relative to the prevalence of the code sets in AoU (p < 0.001). For validation, we examined retinal imaging of UK Biobank (UKB) participants who shared variants with the AoU cohort. In the UKB, 16.1%-27.9% of participants with shared variants exhibited definite or possible IRD features, concordant with AoU estimates. Participant demographics, smoking, socioeconomic status, and comorbidities did not predict penetrance. These results show that the population penetrance of IRD-associated genotypes is markedly lower than traditionally assumed. This suggests that genetic or environmental modifiers are required to manifest disease and that IRD genotypes are more prevalent (0.7%-2.1%) than expected. These findings inform our understanding of the genetic causality of IRDs, impact the clinical use of genetic testing, and have implications for the development of therapies for IRDs.

Indexed as

Genetic Predisposition to DiseaseGenetic VariationPenetranceRetinal DegenerationAdultAgedBiological Specimen BanksCohort StudiesFemaleGenotypeHumansMaleMiddle AgedPhenotypeascertainment biasdisease penetrancegenetic modifiersMendelian diseaseretinal degeneration

Identifiers

PMID41435840
PMCPMC12782285

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Registered trials

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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.