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The ferroptosis and iron-metabolism signature robustly predicts clinical diagnosis, prognosis and immune microenvironment for hepatocellular carcinoma
- Source :
- Cell Communication and Signaling, Vol 18, Iss 1, Pp 1-18 (2020), Cell Communication and Signaling : CCS
- Publication Year :
- 2020
- Publisher :
- Research Square Platform LLC, 2020.
-
Abstract
- BackgroundIn this study, we comprehensively analyzed genes related to ferroptosis and iron metabolism to construct diagnostic and prognostic models and explore the relationship with the immune microenvironment in HCC.MethodsIntegrated analysis, cox regression and the least absolute shrinkage and selection operator (LASSO) method of 104 ferroptosis- and iron metabolism-related genes and HCC-related RNA sequencing were performed to identify HCC-related ferroptosis and iron metabolism genes.ResultsFour genes (ABCB6, FLVCR1, SLC48A1 and SLC7A11) were identified to construct prognostic and diagnostic models. Poorer overall survival (OS) was exhibited in the high-risk group than that in the low-risk group in both the training cohort (P ConclusionsThe prognostic and diagnostic models based on the four genes indicated superior diagnostic and predictive performance, indicating new possibilities for individualized treatment of HCC patients.Graphical abstract
- Subjects :
- Male
0301 basic medicine
Carcinogenesis
medicine.medical_treatment
Cellular differentiation
lcsh:Medicine
Kaplan-Meier Estimate
SLC7A11
Biochemistry
Piperazines
0302 clinical medicine
Cancer immunotherapy
Risk Factors
Tumor Microenvironment
Medicine
Receptor
Mice, Inbred BALB C
biology
lcsh:Cytology
Liver Neoplasms
Prognosis
Gene Expression Regulation, Neoplastic
030220 oncology & carcinogenesis
Hepatocellular carcinoma
Disease Progression
Regression Analysis
Signal transduction
Carcinoma, Hepatocellular
Iron
Mice, Nude
Models, Biological
03 medical and health sciences
Cell Line, Tumor
Animals
Humans
Ferroptosis
Hepatocellular carcinoma (HCC)
lcsh:QH573-671
Molecular Biology
Cell Proliferation
TMB
Cell growth
business.industry
Proportional hazards model
Research
Gene Expression Profiling
lcsh:R
Reproducibility of Results
Cell Biology
medicine.disease
Nomograms
Immune microenvironment
030104 developmental biology
biology.protein
Cancer research
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Cell Communication and Signaling, Vol 18, Iss 1, Pp 1-18 (2020), Cell Communication and Signaling : CCS
- Accession number :
- edsair.doi.dedup.....a0620dcbe822fdaa5f2c85238660cb16
- Full Text :
- https://doi.org/10.21203/rs.3.rs-17980/v2