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An Immune Signature Robustly Predicts Clinical Deterioration for Hepatitis C Virus-Related Early-Stage Cirrhosis Patients
- Source :
- Frontiers in Medicine, Frontiers in Medicine, Vol 8 (2021)
- Publication Year :
- 2021
-
Abstract
- Hepatitis C virus (HCV)-related cirrhosis leads to a heavy global burden of disease. Clinical risk stratification in HCV-related compensated cirrhosis remains a major challenge. Here, we aim to develop a signature comprised of immune-related genes to identify patients at high risk of progression and systematically analyze immune infiltration in HCV-related early-stage cirrhosis patients. Bioinformatics analysis was applied to identify immune-related genes and construct a prognostic signature in microarray data set. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses were conducted with the ‘clusterProfiler’ R package. Besides, the single sample gene set enrichment analysis (ssGSEA) was used to quantify immune-related risk term abundance. The nomogram and calibrate were set up via the integration of the risk score and clinicopathological characteristics to assess the effectiveness of the prognostic signature. Finally, three genes were identified and were adopted to build an immune-related prognostic signature for HCV-related cirrhosis patients. The signature was proved to be an independent risk element for HCV-related cirrhosis patients. In addition, according to the time-dependent receiver operating characteristic (ROC) curves, nomogram, and calibration plot, the prognostic model could precisely forecast the survival rate at the first, fifth, and tenth year. Notably, GO and KEGG functional enrichment analyses indicated that cytokine activity, chemokine activity, leukocyte migration and chemotaxis, chemokine signaling pathway and viral protein interaction with cytokine and cytokine receptor were involved in HCV-related cirrhosis progression. Moreover, ssGSEA analyses and further gene-correlation analyses revealed fierce immune-inflammatory response mechanisms in HCV progress. Generally, our work developed a robust prognostic signature that can accurately predict the overall survival, Child-Pugh class progression, hepatic decompensation, and hepatocellular carcinoma (HCC) for HCV-related early-stage cirrhosis patients. Functional enrichment and further immune infiltration analyses systematically elucidated potential immune response mechanisms.
- Subjects :
- 0301 basic medicine
Oncology
hepatitis C virus
Leukocyte migration
medicine.medical_specialty
Medicine (General)
Cirrhosis
Hepatitis C virus
immune microenvironment
medicine.disease_cause
03 medical and health sciences
0302 clinical medicine
R5-920
Internal medicine
Medicine
KEGG
Survival rate
Original Research
business.industry
Microarray analysis techniques
cirrhosis
General Medicine
prediction
medicine.disease
Chemokine activity
030104 developmental biology
Hepatocellular carcinoma
030211 gastroenterology & hepatology
prognosis
business
Subjects
Details
- ISSN :
- 2296858X
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- Frontiers in medicine
- Accession number :
- edsair.doi.dedup.....ec24c558c0a8eb360ebafbfa83d9eb41