five

Circulating RAC1 contributed to steroid-sensitive nephrotic syndrome: Mendelian randomization, single-cell RNA-sequencing, proteomic, and experimental evidence

收藏
DataCite Commons2026-01-21 更新2025-05-07 收录
下载链接:
https://tandf.figshare.com/articles/dataset/Circulating_RAC1_contributed_to_steroid-sensitive_nephrotic_syndrome_Mendelian_randomization_single-cell_RNA-sequencing_proteomic_and_experimental_evidence/28244076/1
下载链接
链接失效反馈
官方服务:
资源简介:
The small GTPase Rac1 (RAC1) has been linked to podocyte disorders and steroid-sensitive nephrotic syndrome (SSNS). The aim of this study was to explore and validate the potential causal association between circulating RAC1 and SSNS. The association between circulating RAC1 and SSNS at both gene expression and proteomic levels was investigated using Mendelian randomization analysis, and further validated by single-cell RNA-sequencing, proteomic analysis, and experimental studies. The genetic instruments comprised cis-expression quantitative trait loci (cis-eQTLs) associated with <i>RAC1</i> gene expression and protein QTLs correlated with plasma RAC1 protein levels. Causal associations were estimated utilizing the inverse variance weighted and MR-PRESSO methods. Validation of <i>RAC1</i> expression was conducted through single-cell RNA-sequencing of peripheral blood mononuclear cells from patients with SSNS and healthy controls. Proteomic analysis was performed among patients with minimal change nephrotic syndrome. Experimental validation was conducted using a puromycin aminonucleoside (PAN)-induced nephrosis model. Increased expression of <i>RAC1</i> was associated with a higher risk of SSNS (gene expression level: odds ratio [OR], 1.53; 95% confidence interval [CI], 1.02–2.28; protein level: OR, 1.82; 95% CI, 1.05–3.17). The results of MR-PRESSO were consistent (gene expression level: OR, 1.49; 95% CI, 1.17–1.92; protein level: OR, 1.81; 95% CI, 1.16–2.85). Single-cell RNA sequencing and proteomic analysis confirmed elevated <i>RAC1</i> expression in patients with SSNS compared to healthy controls. Experimental data further supported increased <i>RAC1</i> expression in PAN-induced nephropathy. Increased expression of <i>RAC1</i> might be causally associated with SSNS, suggesting that targeting RAC1 might represent a potential therapeutic strategy for SSNS.
提供机构:
Taylor & Francis
创建时间:
2025-01-21
二维码
社区交流群
二维码
科研交流群
商业服务