Identification of angiogenesis-related hub genes in proliferative diabetic retinopathy via integrated transcriptomics and machine learning

This study identified angiogenesis-related hub genes in PDR using transcriptomics and machine learning, and demonstrated that LAMB1 promoted angiogenic activity in HRECs, offering a potential therapeutic target for PDR.

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Publication Details

Journal
Diabetology & Metabolic Syndrome
Published
2025-11-28
DOI
https://doi.org/10.1186/s13098-025-02029-4
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00
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article

Identification of angiogenesis-related hub genes in proliferative diabetic retinopathy via integrated transcriptomics and machine learning

Yunhong Zhang, Jie Zhao, Yan Wang, Q. Richard Lu
Diabetology & Metabolic Syndrome
Retinal Diseases and Treatments
article

Identification of angiogenesis-related hub genes in proliferative diabetic retinopathy via integrated transcriptomics and machine learning

Yunhong Zhang, Jie Zhao, Yan Wang, Q. Richard Lu
article en

Abstract

This study identified angiogenesis-related hub genes in PDR using transcriptomics and machine learning, and demonstrated that LAMB1 promoted angiogenic activity in HRECs, offering a potential therapeutic target for PDR.

Diabetology & Metabolic SyndromeVol. 18(1)
Yangpu Hospital of Tongji University (CN)
Openalex Percentile: Top 49%
Retinal Diseases and Treatments
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