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Infiltrating T-cell abundance combined with EMT-related gene expression as a prognostic factor of colon cancer
- Source :
- Bioengineered, article-version (VoR) Version of Record, Bioengineered, Vol 12, Iss 1, Pp 2688-2701 (2021)
- Publication Year :
- 2021
-
Abstract
- EMT-related gene expression reportedly exhibits correlation with the anti-tumor immunity of T cells. In the present study, we explored the factors that might affect the efficacy of immunotherapy in colon cancer with treatment. In this regard, RNA-seq and clinical data of 469 colon cancer samples derived from the Cancer Genome Atlas (TCGA) database were used to calculate infiltrating T-cell abundance (ITA), to illustrate a pathway enrichment analysis, and to construct Cox proportional hazards (CPH) regression models. Subsequently, the RNA-seq and clinical data of 177 colon cancer samples derived from the GSE17536 cohort were used to validate the CPH regression models. We found that ITA showed correlation with EMT-related gene expression, and that it was not an independent prognostic factor for colon cancer. However, upon comparison of two groups with the same ITA, higher EMT expression helped predicted a worse prognosis, whereas a higher ITA could help predict a better prognosis upon comparison of two groups with the same EMT. Additionally, seven genes were found to be statistically related to the prognosis of patients with colon cancer. These results suggest that the balance between ITA and EMT-related gene expression is conducive to the prognosis of patients with colon cancer, and TPM1 is necessary to further explore the common target genes of immune checkpoint blockade.<br />Graphical Abstract
- Subjects :
- 0301 basic medicine
Epithelial-Mesenchymal Transition
Colorectal cancer
T cell
medicine.medical_treatment
T-Lymphocytes
Bioengineering
TPM1
Applied Microbiology and Biotechnology
survival
03 medical and health sciences
0302 clinical medicine
Lymphocytes, Tumor-Infiltrating
Gene expression
medicine
Biomarkers, Tumor
Humans
Gene
business.industry
Proportional hazards model
T-cells
EMT
General Medicine
Immunotherapy
immune checkpoint blockade
medicine.disease
Prognosis
Immune checkpoint
Colon cancer
Gene Expression Regulation, Neoplastic
030104 developmental biology
medicine.anatomical_structure
030220 oncology & carcinogenesis
Colonic Neoplasms
Cancer research
business
Transcriptome
TP248.13-248.65
Biotechnology
Research Article
Research Paper
Subjects
Details
- ISSN :
- 21655987
- Volume :
- 12
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Bioengineered
- Accession number :
- edsair.doi.dedup.....2c678d4fb026feff13c17f43573cb33c