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
Abstract
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).
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
- FWCI
- 53.19
- Percentile
- 100%
- References
- 49
Authors
16Topics & keywords
- Proteome
- Genome-wide association study
- Biology
- Proteomics
- Mendelian randomization
- Computational biology
- Bioinformatics
- Cancer research
- Good health and well-being