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Article

Association between diabetic retinopathy and interleukin-related gene polymorphisms: a machine learning aided meta-analysis.

Ophthalmic genetics - 1 Jun 2020

Sun Xiaojun, Guo Shilei

Abstract excerpt

BACKGROUND: Diabetic retinopathy (DR) is a severe complication of diabetes and a common cause of visual loss in adults. We aimed to assess the correlation between IL gene-related SNPs and the incidence of DR and attempted to predict DR with combined mutation site detection. METHODS: A systematic search of databases was performed up to August 2019. Five genetic models were used to analyze associations. Machine...

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Identifiers

PMID: 32281460
DOI: 10.1080/13816810.2020.1747091

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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