reviewGenome MedicineSep 19, 2023GOLD OA

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

Second Affiliated Hospital of Zhejiang University · University of Edinburgh · +7 more institutions

PubMed
Indexed incrossrefdoajpubmed

Abstract

Background

The 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).

Methods

Protein 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.

Citation impact

176
total citations
FWCI
53.19
Percentile
100%
References
49
Citations per year

Authors

16

Topics & keywords

Keywords
  • Proteome
  • Genome-wide association study
  • Biology
  • Proteomics
  • Mendelian randomization
  • Computational biology
  • Bioinformatics
  • Cancer research
UN Sustainable Development Goals
  • Good health and well-being
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Funding