Machine Learning and Experimental Validation of m6A RNA Methylation Related Signatures for Risk Prediction, Diagnostic Biomarkers, and Immune Subtypes in Chronic Kidney Disease

Beyond advancing the mechanistic understanding of m6A in CKD, this study provides a translatable risk prediction model and delineates distinct immune subtypes, offering valuable foundations for future clinical stratification, diagnostic refinement, and the development of personalized immunomodulatory therapies.

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Publication Details

Journal
Journal of Inflammation Research
Published
2026-02-01
DOI
https://doi.org/10.2147/jir.s553934
Primary Topic
RNA modifications and cancer
Type
article
Field-Weighted Citation Impact
0.00
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article

Machine Learning and Experimental Validation of m6A RNA Methylation Related Signatures for Risk Prediction, Diagnostic Biomarkers, and Immune Subtypes in Chronic Kidney Disease

Jiaheng Chen, Wencong Ding, Yanting Liao, Zhiwei Wang
Journal of Inflammation Research
RNA modifications and cancer
article

Machine Learning and Experimental Validation of m6A RNA Methylation Related Signatures for Risk Prediction, Diagnostic Biomarkers, and Immune Subtypes in Chronic Kidney Disease

Jiaheng Chen, Wencong Ding, Yanting Liao, Zhiwei Wang
article en

Abstract

Beyond advancing the mechanistic understanding of m6A in CKD, this study provides a translatable risk prediction model and delineates distinct immune subtypes, offering valuable foundations for future clinical stratification, diagnostic refinement, and the development of personalized immunomodulatory therapies.

Journal of Inflammation ResearchVol. Volume 19
Guangzhou University of Chinese Medicine (CN), Integrated Chinese Medicine (China) (HK)
Openalex Percentile: Top 71%
RNA modifications and cancer
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