Targeted multi-layer analysis of PANoptosis-associated genes in the etiology of chronic kidney disease

Targeted multi-layer analysis of PANoptosis-associated genes in the etiology of chronic kidney disease

Abstract Background Previous studies have examined the cellular and molecular interactions between chronic kidney disease (CKD) and PANoptosis, yet the genetic underpinnings remain unclear. Materials Data at the summary level regarding the methylation, gene expression, and protein levels associated...

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Bibliographic Details
Main Authors: Tong Li, Yingyue Zhang, Xingzhi Wang, Qi Liu, Xiaofei Ma, Manshu Sui
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Human Genomics
Subjects:
Chronic kidney disease
PANoptosis
Gene
Mendelian randomization
Online Access:https://doi.org/10.1186/s40246-025-00768-z
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