Cell-free multi-omics analysis reveals potential biomarkers in gastrointestinal cancer patients' blood.
cross_sectional · Level IV
Where this comes from
- Record sourced from PubMed, PMID 37992683.
- Also identified by DOI 10.1016/j.xcrm.2023.101281 and PMC identifier 10694666.
- Licence recorded as CC BY-NC-ND.
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Abstract
During cancer progression, tumorigenic and immune signals are spread through circulating molecules, such as cell-free DNA (cfDNA) and cell-free RNA (cfRNA) in the blood. So far, they have not been comprehensively investigated in gastrointestinal cancers. Here, we profile 4 categories of cell-free omics data from patients with colorectal cancer and patients with stomach adenocarcinoma and then assay 15 types of genomic, epigenomic, and transcriptomic variations. We find that multi-omics data are more appropriate for detection of cancer genes compared with single-omics data. In particular, cfRNAs are more sensitive and informative than cfDNAs in terms of detection rate, enriched functional pathways, etc. Moreover, we identify several peripheral immune signatures that are suppressed in patients with cancer. Specifically, we establish a γδ-T cell score and a cancer-associated-fibroblast (CAF) score, providing insights into clinical statuses like cancer stage and survival. Overall, we reveal a cell-free multi-molecular landscape that is useful for blood monitoring in personalized cancer treatment.
Medical subject headings
- Cell-Free Nucleic Acids
- Gastrointestinal Neoplasms