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Identification of Candidate Biomarkers and Prognostic Analysis in Colorectal Cancer Liver Metastases
- Source :
- Frontiers in Oncology, Vol 11 (2021), Frontiers in Oncology
- Publication Year :
- 2021
- Publisher :
- Frontiers Media S.A., 2021.
-
Abstract
- BackgroundColorectal cancer (CRC), one of the most common malignant tumors worldwide, has a high mortality rate, especially for patients with CRC liver metastasis (CLM). However, CLM pathogenesis remains unclear.MethodsWe integrated multiple cohort datasets and databases to clarify and verify potential key candidate biomarkers and signal transduction pathways in CLM. GEO2R, DAVID 6.8, ImageGP, STRING, UALCAN, ONCOMINE, THE HUMAN PROTEIN ATLAS, GEPIA 2.0, cBioPortal, TIMER 2.0, DRUGSURV, CRN, GSEA 4.0.3, FUNRICH 3.1.3 and R 4.0.3 were utilized in this study.ResultsSixty-three pairs of matched colorectal primary cancer and liver metastatic gene expression profiles were screened from three gene expression profiles (GSE6988, GSE14297 and GSE81558). Thirty-one up-regulated genes and four down-regulated genes were identified from these three gene expression profiles and verified by another gene expression profiles (GSE 49355) and TCGA database. Two pathways (IGFBP-IGF signaling pathway and complement-coagulation cascade), eighteen key differentially expressed genes (DEGs), six hub genes (SPARCL1, CDH2, CP, HP, TF and SERPINA5) and two biomarkers (CDH2 and SPARCL1) with significantly prognostic values were screened by multi-omics data analysis and verified by Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) cohort.ConclusionsIn this study, we identified a robust set of potential candidate biomarkers in CLM, which would provide potential value for early diagnosis and prognosis, and would promote molecular targeting therapy for CRC and CLM.
- Subjects :
- 0301 basic medicine
Cancer Research
differentially expressed genes
Colorectal cancer
Human Protein Atlas
colorectal cancer
SPARCL1
prognostic analysis
Biology
CDH2
Metastasis
03 medical and health sciences
0302 clinical medicine
Gene expression
medicine
Gene
RC254-282
Original Research
biomarkers
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
liver metastasis
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
Cancer research
Signal transduction
Subjects
Details
- Language :
- English
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Frontiers in Oncology
- Accession number :
- edsair.doi.dedup.....8a77e0a31c60b55c7e42d48e2b2216aa
- Full Text :
- https://doi.org/10.3389/fonc.2021.652354/full