Identifying pathological myopia associated genes with GenePlexus in protein-protein interaction network

Our comprehensive analysis resulted in the discovery of 21 new genes associated with degenerative myopia and 133 genes linked to high myopia with significant confidence. Among these findings, genes such as ADCY4, a regulator of the cAMP pathway, were functionally linked to high myopia, while THBS1, involved in collagen degradation, was closely associated with the pathophysiology of degenerative myopia. These previously unreported genes play crucial roles in the underlying mechanisms of pathological myopia, thereby emphasizing the complexity and multifactorial nature of this condition. The importance of our study resides in the uncovering of new genetic associations with pathological myopia, the provision of potential biomarkers for early screening, and the identification of therapeutic targets.

Authors

Institutions

Publication Details

Journal
Frontiers in Genetics
Published
2025-03-05
DOI
https://doi.org/10.3389/fgene.2025.1533567
Citations
4
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
6.83
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Identifying pathological myopia associated genes with GenePlexus in protein-protein interaction network

Shiheng Lu, FeiMing Huang, Lin Liu, Yan Yan et al.
4 citations
Frontiers in Genetics
Retinal Diseases and Treatments
6.83
article

Identifying pathological myopia associated genes with GenePlexus in protein-protein interaction network

Shiheng Lu, FeiMing Huang, Lin Liu, Yan Yan, Yihan Wang, Yuanyuan Luo
article en
4 citations

Abstract

Our comprehensive analysis resulted in the discovery of 21 new genes associated with degenerative myopia and 133 genes linked to high myopia with significant confidence. Among these findings, genes such as ADCY4, a regulator of the cAMP pathway, were functionally linked to high myopia, while THBS1, involved in collagen degradation, was closely associated with the pathophysiology of degenerative myopia. These previously unreported genes play crucial roles in the underlying mechanisms of pathological myopia, thereby emphasizing the complexity and multifactorial nature of this condition. The importance of our study resides in the uncovering of new genetic associations with pathological myopia, the provision of potential biomarkers for early screening, and the identification of therapeutic targets.

Frontiers in GeneticsVol. 16
Shanghai University (CN), Tongji University (CN), Shanghai Jiao Tong University (CN), Renji Hospital (CN), Shanghai Eye Disease Prevention & Treatment Center (CN), Eye & ENT Hospital of Fudan University (CN)
Openalex Percentile: Top 4%
Retinal Diseases and Treatments
6.83
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Identifying pathological myopia associated genes with GenePlexus in protein-protein interaction network — Shiheng Lu, FeiMing Huang, et al. · Frontiers in Genetics (2025) | TGRS Research Map | TGRS