Proteome-wide Mendelian randomization identifies causal plasma proteins in lung cancer

被引:0
|
作者
Li, Hongru [1 ]
Du, Sha [1 ,2 ]
Dai, Jinglan [1 ]
Jiang, Yunke [1 ]
Li, Zaiming [1 ]
Fan, Qihan [1 ]
Zhang, Yixin [1 ]
You, Dongfang [1 ,3 ]
Zhang, Ruyang [1 ,4 ]
Zhao, Yang [1 ,4 ]
Christiani, David C. [5 ,6 ]
Shen, Sipeng [1 ,2 ,4 ]
Chen, Feng [1 ,2 ,3 ]
机构
[1] Nanjing Med Univ, Ctr Global Hlth, Sch Publ Hlth, Dept Biostat, Nanjing 211166, Peoples R China
[2] Nanjing Med Univ, Jiangsu Collaborat Innovat Ctr Canc Personalized M, Jiangsu Key Lab Canc Biomarkers Prevent & Treatmen, Nanjing 211166, Peoples R China
[3] Nanjing Med Univ, China Int Cooperat Ctr Environm & Human Hlth, Nanjing 211166, Peoples R China
[4] Nanjing Med Univ, Key Lab Biomed Big Data, Nanjing 211166, Peoples R China
[5] Harvard Univ, Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02115 USA
[6] Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Pulm & Crit Care Div, Boston, MA 02114 USA
基金
中国国家自然科学基金;
关键词
LIGANDS; GENE; ASSOCIATION; INSTRUMENTS; CONSORTIUM; VARIANTS; PATHWAY; BIAS;
D O I
10.1016/j.isci.2024.108985
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Plasma proteins are promising biomarkers and potential drug targets in lung cancer. To evaluate the causal association between plasma proteins and lung cancer, we performed proteome-wide Mendelian randomization meta-analysis (PW-MR-meta) based on lung cancer genome-wide association studies (GWASs), protein quantitative trait loci (pQTLs) of 4,719 plasma proteins in deCODE and 4,775 in Fenland. Further, causal-protein risk score (CPRS) was developed based on causal proteins and validated in the UK Biobank. 270 plasma proteins were identified using PW-MR meta-analysis, including 39 robust causal proteins (both FDR-q < 0.05) and 78 moderate causal proteins (FDR-q < 0.05 in one and p < 0.05 in another). The CPRS had satisfactory performance in risk stratification for lung cancer (top 10% CPRS:Hazard ratio (HR) (95%CI):4.33(2.65-7.06)). The CPRS [AUC (95%CI): 65.93 (62.91-68.78)] outperformed the traditional polygenic risk score (PRS) [AUC (95%CI): 55.71(52.67-58.59)]. Our findings offer further insight into the genetic architecture of plasma proteins for lung cancer susceptibility.
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页数:15
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