Back to Search
Start Over
Distinguishable Prognostic Signatures of Left- and Right-Sided Colon Cancer: a Study Based on Sequencing Data
- Source :
- Cellular Physiology and Biochemistry, Vol 48, Iss 2, Pp 475-490 (2018)
- Publication Year :
- 2017
-
Abstract
- Background/Aims: Left- and right-sided colon cancers are considered to be two different diseases and have altered outcomes. However, specific molecules to predict the prognosis of left- and right-sided colon cancers are currently lacking. Methods: Expression profiling of colon cancer were downloaded from The Cancer Genome Atlas (TCGA). Differentially expressed genes (DEGs) of left- and right-sided colon cancers were compared by DESeq analysis. The prognostic values of DEGs were assessed by univariate and multivariate Cox regression. Prognostic index models of two side colon cancers were conducted with prognostic values genes, respectively. Interaction of DEGs was then analyzed by the protein-protein interaction (PPI). Different biology function of two sides of colon cancer was assessed by Gene Set Enrichment Analysis (GSEA). Results: A total of 167 DEGs were identified between left- and right-sided colon cancers based on TCGA data. Using univariate COX regression analysis, five genes (PHACTR3, CKMT2, CYP2W1, ERFE, HOXC4) were related to overall survival in left-sided, and eight distinguishable genes (EREG, ERFE, HOXC6, SLC22A31, TFF1, GFI1, ZG16, RASL10B) in right-sided. Further, left-sided prognostic model was established with PHACTR3 and CKMT2 (HR=2.040; 95%CI=1.004-4.145; P=0.049). Distinguishable prognostic signature for right-sided colon cancer was established based on EREG, ERFE, GFI1, and RASL10B (HR=3.530; 95%CI: 1.934-6.444; P< 0.001) in multivariate analysis. PPI analysis of 167 DEGs showed that CCL5, GNG4, GNLY, GZMH, DRD2, and FASLG genes were at the core of interaction network. In GSEA function analysis, four pathways, including antigen processing and presentation, natural killer cell mediated cytotoxicity, intestinal immune network for Iga production, and type I diabetes mellitus, were significantly enriched in the DEGs of the right-sided colon cancer. Conclusions: This study constructs a panel of potential prognostic model of left- and right-sided colon cancers, respectively. We also provide molecular biological alterations between left- and right-sided colon cancers.
- Subjects :
- 0301 basic medicine
Oncology
Male
medicine.medical_specialty
Multivariate analysis
Physiology
Colorectal cancer
Peptide Hormones
Kaplan-Meier Estimate
lcsh:Physiology
CCL5
Epiregulin
lcsh:Biochemistry
03 medical and health sciences
0302 clinical medicine
GNLY
Internal medicine
medicine
Humans
lcsh:QD415-436
Protein Interaction Maps
Gene
Aged
Neoplasm Staging
Proportional Hazards Models
lcsh:QP1-981
Proportional hazards model
business.industry
TCGA
Middle Aged
medicine.disease
Prognosis
Colon cancer
Gene expression profiling
DNA-Binding Proteins
Gene Expression Regulation, Neoplastic
030104 developmental biology
ROC Curve
030220 oncology & carcinogenesis
Area Under Curve
Colonic Neoplasms
CYP2W1
Female
business
Left- and right-sided
Transcription Factors
Subjects
Details
- ISSN :
- 14219778
- Volume :
- 48
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Cellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology
- Accession number :
- edsair.doi.dedup.....a2ce1cc3cd1c5e6e8218dad57f07ce37