Proteome-wide association study and functional validation identify novel protein markers for pancreatic ductal adenocarcinoma

被引:2
作者
Zhu, Jingjing [1 ]
Wu, Ke [2 ,3 ]
Liu, Shuai [4 ]
Masca, Alexandra [4 ]
Zhong, Hua [4 ]
Yang, Tai [5 ]
Ghoneim, Dalia H. [4 ]
Surendran, Praveen [6 ]
Liu, Tanxin [7 ]
Yao, Qizhi [8 ,9 ]
Liu, Tao [10 ]
Fahle, Sarah [6 ]
Butterworth, Adam [6 ,11 ]
Alam, Md Ashad [12 ]
Vadgama, Jaydutt V.
Deng, Youping [1 ]
Deng, Hong-Wen [12 ]
Wu, Chong [13 ]
Wu, Yong [2 ,3 ]
Wu, Lang [4 ]
机构
[1] Univ Hawaii Manoa, John A Burns Sch Med, Dept Quantitat Hlth Sci, Honolulu, HI 96813 USA
[2] Charles R Drew Univ Med & Sci, David Geffen UCLA Sch Med, Dept Internal Med, Div Canc Res & Training, Los Angeles, CA 90095 USA
[3] UCLA, Jonsson Comprehens Canc Ctr, Los Angeles, CA 90095 USA
[4] Univ Hawaii Manoa, Univ Hawaii, Populat Sci Pacific Program, Canc Epidemiol Div,Canc Ctr, 701 Ilalo St,Bldg B,Room 520, Honolulu, HI 96813 USA
[5] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[6] Univ Cambridge, Dept Publ Hlth & Primary Care, MRC BHF Cardiovasc Epidemiol Unit, Cambridge CB2 0SR, England
[7] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD 21205 USA
[8] Baylor Coll Med, Michael E DeBakey Dept Surg, Div Surg Oncol, Houston, TX 77030 USA
[9] Michael E DeBakey VA Med Ctr, Ctr Translat Res Inflammatory Dis CTRID, Houston, TX 77030 USA
[10] Pacific Northwest Natl Lab, Biol Sci Div, Richland, WA 99354 USA
[11] Univ Cambridge, Dept Publ Hlth & Primary Care, NIHR Blood & Transplant Res Unit Donor Hlth & Geno, Cambridge CB2 0SR, England
[12] Tulane Univ, Tulane Ctr Biomed Informat & Genom, Deming Dept Med, Div Biomed Informat & Genom, New Orleans, LA 70112 USA
[13] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
来源
GIGASCIENCE | 2024年 / 13卷
基金
英国医学研究理事会; 美国国家卫生研究院;
关键词
biomarkers; protein; genetics; pancreatic cancer; risk; MENDELIAN RANDOMIZATION; CANCER; EXPRESSION; RISK;
D O I
10.1093/gigascience/giae012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Pancreatic ductal adenocarcinoma (PDAC) remains a lethal malignancy, largely due to the paucity of reliable biomarkers for early detection and therapeutic targeting. Existing blood protein biomarkers for PDAC often suffer from replicability issues, arising from inherent limitations such as unmeasured confounding factors in conventional epidemiologic study designs. To circumvent these limitations, we use genetic instruments to identify proteins with genetically predicted levels to be associated with PDAC risk. Leveraging genome and plasma proteome data from the INTERVAL study, we established and validated models to predict protein levels using genetic variants. By examining 8,275 PDAC cases and 6,723 controls, we identified 40 associated proteins, of which 16 are novel. Functionally validating these candidates by focusing on 2 selected novel protein-encoding genes, GOLM1 and B4GALT1, we demonstrated their pivotal roles in driving PDAC cell proliferation, migration, and invasion. Furthermore, we also identified potential drug repurposing opportunities for treating PDAC.Significance PDAC is a notoriously difficult-to-treat malignancy, and our limited understanding of causal protein markers hampers progress in developing effective early detection strategies and treatments. Our study identifies novel causal proteins using genetic instruments and subsequently functionally validates selected novel proteins. This dual approach enhances our understanding of PDAC etiology and potentially opens new avenues for therapeutic interventions.
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页数:15
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