Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome

被引:62
|
作者
Sun, Jing [1 ,2 ]
Zhao, Jianhui [1 ,2 ]
Jiang, Fangyuan [1 ,2 ]
Wang, Lijuan [3 ]
Xiao, Qian [4 ]
Han, Fengyan [5 ]
Chen, Jie [1 ,2 ]
Yuan, Shuai [6 ]
Wei, Jingsun [4 ]
Larsson, Susanna C. [6 ,7 ]
Zhang, Honghe [5 ]
Dunlop, Malcolm G. [8 ,9 ]
Farrington, Susan M. [8 ]
Ding, Kefeng [4 ]
Theodoratou, Evropi [3 ,8 ]
Li, Xue [1 ,2 ,3 ]
机构
[1] Zhejiang Univ, Dept Big Data Hlth Sci, Sch Publ Hlth, Sch Med, Hangzhou, Zhejiang, Peoples R China
[2] Zhejiang Univ, Analyt Affiliated Hosp 2, Ctr Clin Big Data, Sch Med, Hangzhou, Zhejiang, Peoples R China
[3] Univ Edinburgh, Usher Inst, Ctr Global Hlth, Edinburgh, Scotland
[4] Zhejiang Univ, Affiliated Hosp 2, Colorectal Surg & Oncol, Key Lab Canc Prevent & Intervent,Minist Educ,Sch M, Hangzhou, Peoples R China
[5] Zhejiang Univ, Sch Med, Womens Hosp, Dept Pathol, Hangzhou, Zhejiang, Peoples R China
[6] Karolinska Inst, Inst Environm Med, Unit Cardiovasc & Nutr Epidemiol, Stockholm, Sweden
[7] Uppsala Univ, Dept Surg Sci, Unit Med Epidemiol, Uppsala, Sweden
[8] Univ Edinburgh, Med Res Council Inst Genet & Canc, Canc Res UK Edinburgh Ctr, Edinburgh, Scotland
[9] Univ Edinburgh, Inst Genet & Canc, Colon Canc Genet Grp, Edinburgh, Scotland
关键词
Colorectal cancer; Protein; Proteome-wide Mendelian randomization; Biomarker; Drug target; MENDELIAN RANDOMIZATION; GENETIC RISK; AFRICAN; CELLS; GREM1;
D O I
10.1186/s13073-023-01229-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundThe proteome is a major source of therapeutic targets. We conducted a proteome-wide Mendelian randomization (MR) study to identify candidate protein markers and therapeutic targets for colorectal cancer (CRC).MethodsProtein quantitative trait loci (pQTLs) were derived from seven published genome-wide association studies (GWASs) on plasma proteome, and summary-level data were extracted for 4853 circulating protein markers. Genetic associations with CRC were obtained from a large-scale GWAS meta-analysis (16,871 cases and 26,328 controls), the FinnGen cohort (4957 cases and 304,197 controls), and the UK Biobank (9276 cases and 477,069 controls). Colocalization and summary-data-based MR (SMR) analyses were performed sequentially to verify the causal role of candidate proteins. Single cell-type expression analysis, protein-protein interaction (PPI), and druggability evaluation were further conducted to detect the specific cell type with enrichment expression and prioritize potential therapeutic targets.ResultsCollectively, genetically predicted levels of 13 proteins were associated with CRC risk. Elevated levels of two proteins (GREM1, CHRDL2) and decreased levels of 11 proteins were associated with an increased risk of CRC, among which four (GREM1, CLSTN3, CSF2RA, CD86) were prioritized with the most convincing evidence. These protein-coding genes are mainly expressed in tissue stem cells, epithelial cells, and monocytes in colon tumor tissue. Two interactive pairs of proteins (GREM1 and CHRDL2; MMP2 and TIMP2) were identified to be involved in osteoclast differentiation and tumorigenesis pathways; four proteins (POLR2F, CSF2RA, CD86, MMP2) have been targeted for drug development on autoimmune diseases and other cancers, with the potentials of being repurposed as therapeutic targets for CRC.ConclusionsThis study identified several protein biomarkers to be associated with CRC risk and provided new insights into the etiology and promising targets for the development of screening biomarkers and therapeutic drugs for CRC.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome
    Jing Sun
    Jianhui Zhao
    Fangyuan Jiang
    Lijuan Wang
    Qian Xiao
    Fengyan Han
    Jie Chen
    Shuai Yuan
    Jingsun Wei
    Susanna C. Larsson
    Honghe Zhang
    Malcolm G Dunlop
    Susan M Farrington
    Kefeng Ding
    Evropi Theodoratou
    Xue Li
    Genome Medicine, 15
  • [2]  Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome
    Sun, Jing
    Zhao, Jianhui
    Xiao, Qian
    Han, Fengyan
    Yuan, Shuai
    Wei, Jingsun
    Larsson, Susanna C.
    Zhang, Honghe
    Dunlop, Malcolm
    Farrington, Susan M.
    Ding, Ke-Feng
    Theodoratou, Evropi
    Li, Xue
    GUT, 2023, 72 (SUPPL_2) : A26 - A26
  • [3] Integrating plasma proteome with genome reveals novel protein biomarkers in colorectal cancer
    Ye, Changchun
    Xia, Leizhou
    Gong, Ruimin
    Chang, Jingbo
    Sun, Qi
    Xu, Jiaxi
    Li, Fanni
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2025, 27 (02): : 567 - 579
  • [4] Identification of Novel Protein Biomarkers and Drug Targets for Acne Vulgaris by Integrating Human Plasma Proteome with Genome-Wide Association Data
    Xu, Dongrui
    Yang, Xiaoyi
    Wu, Wenjuan
    Yang, Jiankang
    JOURNAL OF INFLAMMATION RESEARCH, 2024, 17 : 4431 - 4441
  • [5] Identification of Novel Protein Biomarkers for Intrahepatic Cholangiocarcinoma by Integrating Human Plasma Proteome with Genome
    Yu-Sen Chen
    Wei-Bang Yang
    Yi-Hu Li
    Jin-Yang Xu
    Yu-Xuan Wei
    Si-Min Huang
    Xiao-Feng Jiang
    Jian-Hui Li
    Journal of Gastrointestinal Cancer, 2025, 56 (1)
  • [6] Further insight into the integrating plasma proteome with genome reveals novel protein biomarkers in colorectal cancer
    Wang, YuHan
    Li, YaLing
    Li, Jun
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2025, 27 (02): : 800 - 801
  • [7] Identification of novel protein drug targets for respiratory diseases by integrating human plasma proteome with GWAS
    Ma, Xinqian
    Ni, Wentao
    Gao, Zhancheng
    EUROPEAN RESPIRATORY JOURNAL, 2024, 64
  • [8] Reply letter to: "Further insight into the integrating plasma proteome with genome reveals novel protein biomarkers in colorectal cancer"
    Ye, Changchun
    Xia, Leizhou
    Gong, Ruimin
    Chang, Jingbo
    Sun, Qi
    Xu, Jiaxi
    Li, Fanni
    CLINICAL & TRANSLATIONAL ONCOLOGY, 2025, 27 (02): : 802 - 803
  • [9] Identification of potential drug targets for four site-specific cancers by integrating human plasma proteome with genome
    Yun, Zhangjun
    Liu, Zhu
    Sun, Ziyi
    Yan, Xiang
    Yang, Qianru
    Tian, Shaodan
    Li, Xiao
    Hou, Li
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2025, 258
  • [10] From the genome to the proteome—biomarkers in colorectal cancer
    Jens K. Habermann
    Franz G. Bader
    Christian Franke
    Kaja Zimmermann
    Timo Gemoll
    Britta Fritzsche
    Thomas Ried
    Gert Auer
    Hans-Peter Bruch
    Uwe J. Roblick
    Langenbeck's Archives of Surgery, 2008, 393 : 93 - 104