Xiong Yang, Wang Tianhong, Wang Wei, Zhang Yangchang, Zhang Fuxun, Yuan Jiuhong, Qin Feng, Wang Xianding
Department of Urology and Andrology Laboratory, West China Hospital, Sichuan University, Sichuan, 610041, China.
Department of Anesthesiology, West China Hospital, Sichuan University, Sichuan, 610041, China.
Heliyon. 2024 May 22;10(11):e31704. doi: 10.1016/j.heliyon.2024.e31704. eCollection 2024 Jun 15.
Chronic kidney disease (CKD) is prevalent globally with limited therapeutic drugs available. To systemically identify novel proteins involved in the pathogenesis of CKD and possible therapeutic targets, we integrated human plasma proteomes with the genome-wide association studies (GWASs) of CKD, estimated glomerular filtration rate (eGFR) and blood urea nitrogen (BUN) to perform proteome-wide association study (PWAS), Mendelian Randomization and Bayesian colocalization analyses. The single-cell RNA sequencing data of healthy human and mouse kidneys were analyzed to explore the cell-type specificity of identified genes. Functional enrichment analysis was conducted to investigate the involved signaling pathways. The PWAS identified 22 plasma proteins significantly associated with CKD. Of them, the significant associations of three proteins (INHBC, LMAN2, and SNUPN) were replicated in the GWASs of eGFR, and BUN. Mendelian Randomization analyses showed that INHBC and SNUPN were causally associated with CKD, eGFR, and BUN. The Bayesian colocalization analysis identified shared causal variants for INHBC in CKD, eGFR, and BUN (all PP4 > 0.75). The single-cell RNA sequencing revealed that the INHBC gene was sparsely scattered within the kidney cells. This proteomic study revealed that INHBC, LMAN2, and SNUPN may be involved in the pathogenesis of CKD, which represent novel therapeutic targets and warrant further exploration in future research.
慢性肾脏病(CKD)在全球普遍存在,可用的治疗药物有限。为了系统地鉴定参与CKD发病机制的新蛋白质和可能的治疗靶点,我们将人类血浆蛋白质组与CKD、估计肾小球滤过率(eGFR)和血尿素氮(BUN)的全基因组关联研究(GWAS)相结合,进行蛋白质组范围的关联研究(PWAS)、孟德尔随机化和贝叶斯共定位分析。分析了健康人和小鼠肾脏的单细胞RNA测序数据,以探索已鉴定基因的细胞类型特异性。进行了功能富集分析,以研究涉及的信号通路。PWAS鉴定出22种与CKD显著相关的血浆蛋白。其中,三种蛋白(INHBC、LMAN2和SNUPN)的显著关联在eGFR和BUN的GWAS中得到了重复验证。孟德尔随机化分析表明,INHBC和SNUPN与CKD、eGFR和BUN存在因果关联。贝叶斯共定位分析确定了CKD、eGFR和BUN中INHBC的共享因果变异(所有PP4>0.75)。单细胞RNA测序显示,INHBC基因在肾细胞中分布稀疏。这项蛋白质组学研究表明,INHBC、LMAN2和SNUPN可能参与了CKD的发病机制,它们代表了新的治疗靶点,值得在未来的研究中进一步探索。