Evidence map›Paper›PMID 41532703›Full record

ReviewInvestigative ophthalmology & visual science2026

Genetic Landscape and Clinical Characterization of FRMD7-Related Infantile Nystagmus Based on Large In-House Datasets and Literature Review.

Shu Liu, Shiqiang Li, Yingwei Wang, Wenmin Sun, J Fielding Hejtmancik, Qingjiong Zhang

Abstract readReview
In one paragraph

Review in Investigative ophthalmology & visual science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Shu LiuState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Shiqiang LiState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Yingwei WangState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Wenmin SunState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
J Fielding HejtmancikOphthalmic Molecular Genetics Section, Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland, United States.
Qingjiong ZhangState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Variants in the FERM domain containing protein 7 gene (FRMD7) constitute one of the most common etiologies underlying idiopathic infantile nystagmus (IIN). This study aimed to clarify the pathogenicity of FRMD7 variants and their associated clinical features based on in-house databases and a literature review. Methods: Families with various genetic eye diseases were collected, and exome sequencing was performed. A comparative bioinformatics analysis, utilizing a total of 38 prediction tools, and comparative analysis with the Genome Aggregation Database (gnomAD) were conducted on all FRMD7 variants detected in our databases and published variants. Pathogenic or likely pathogenic (P/LP) variants were classified according to American College of Medical Genetics and Genomics/Association for Molecular Pathology guidelines, following confirmation by Sanger sequencing. Detailed clinical data were summarized, including visual acuity (VA), anterior segment photography, fundus photography, and optical coherence tomography. Results: In our database, a total of 56 P/LP variants (24 truncation, 31 missense, and one indel) were identified in 75 families, including 33 novels. The pathogenicity of the truncation variants in FRMD7 was well established. P/LP missense variants with high predictive scores were predominantly and evenly distributed in all exons regions excluding exon 12. Five in silico tools (REVEL, BayesDel_addAF, VEST4, BayesDel_noAF, and MetaRNN) exhibited gene-specific sensitivity (>90%) and specificity (>85%) in determining pathogenicity for FRMD7 missense variants. The penetrance in males was 100% (77/77) and in females 39.3% (22/56). The VA was available for 63 patients, ranging from -0.10 to 0.82 logMAR (Snellen 1.25-0.15), of whom 58 (92.1%) had VA of better than 0.52 logMAR (Snellen 0.30). The VA of patients with heterozygous variants was significantly better than that of hemizygotes (P = 8.78e-3). Follow-up surveys were available in 31 patients, 11 of whom had an amelioration of nystagmus with age. Conclusions: This study summarized the pathogenic characteristics of FRMD7 variants and identified FRMD7-specific optimal assessment tools for missense variants. Patients with FRMD7-related infantile nystagmus (FIN) show preserved vision (92.1% above the criteria for low vision). These findings provide a valuable reference for clinical diagnosis and genetic counseling of FIN.

Indexed as

Cytoskeletal ProteinsGenetic Diseases, X-LinkedMembrane ProteinsMutationNystagmus, CongenitalAdolescentAdultChildChild, PreschoolComputational BiologyExome SequencingFemaleHumansMaleMiddle AgedPedigreeCytoskeletal ProteinsFRMD7 protein, humanMembrane Proteins

Identifiers

PMID41532703
PMCPMC12811896

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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.