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Development of a prognostic model based on an immunogenomic landscape analysis of colorectal cancer
- Source :
- Future Oncology. 17:301-313
- Publication Year :
- 2021
- Publisher :
- Future Medicine Ltd, 2021.
-
Abstract
- Screening and therapeutic programs for colorectal cancer (CRC) are invasive or not effective and unable to meet patient needs. Major advances in immunogenomics may change this status but need more exploration. Differentially expressed genes and immune-related genes (IRGs) were identified by computational methods. A prognostic model was established and validated based on survival-related IRGs via stepwise multivariate Cox regression analysis. Nine IRGs were selected and identified as survival-related genes. A 7-gene prognostic model could offer a preliminary and valid determination of risk in CRC patients. The area under the curve of the receiver operating characteristic was 0.672. The 7-gene prognostic model might be used as a novel prognostic tool in CRC patients.
- Subjects :
- Oncology
Cancer Research
medicine.medical_specialty
Multivariate statistics
Colorectal cancer
Risk Assessment
Internal medicine
Databases, Genetic
Biomarkers, Tumor
medicine
Humans
IRGs
Receiver operating characteristic
Proportional hazards model
business.industry
Gene Expression Profiling
Immunity
Genomics
General Medicine
Prognosis
medicine.disease
Survival Analysis
Gene Expression Regulation, Neoplastic
Differentially expressed genes
ROC Curve
Prognostic model
Landscape analysis
Colorectal Neoplasms
business
Subjects
Details
- ISSN :
- 17448301 and 14796694
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- Future Oncology
- Accession number :
- edsair.doi.dedup.....19e250d7fc4b3e5dc329224dbdc65b93
- Full Text :
- https://doi.org/10.2217/fon-2020-0022