A Novel Ferroptosis-related Gene Signature for Overall Survival Prediction in Patients with Hepatocellular Carcinoma
Sun Yat-sen University · Sun Yat-sen University Cancer Center · +1 more institution
Abstract
Hepatocellular carcinoma (HCC) is a highly heterogeneous disease, which makes the prognostic prediction challenging. Ferroptosis, an iron-dependent form of regulated cell death, can be induced by sorafenib. However, the prognostic value of ferroptosis-related genes in HCC remains to be further elucidated. In this study, the mRNA expression profiles and corresponding clinical data of HCC patients were downloaded from public databases. The least absolute shrinkage and selection operator (LASSO) Cox regression model was utilized to construct a multigene signature in the TCGA cohort. HCC patients from the ICGC cohort were used for validation. Our results showed that most of the ferroptosis-related genes (81.7%)…
Citation impact
- FWCI
- 61.40
- Percentile
- 100%
- References
- 35
Authors
7- JLJie‐Ying Liang
Sun Yat-sen University, Sun Yat-sen University Cancer Center
- DWDe‐Shen Wang
Sun Yat-sen University Cancer Center, Sun Yat-sen University
- HLHaocheng Lin
Sun Yat-sen University, Sun Yat-sen University Cancer Center
- XCXiuxing Chen
Sun Yat-sen University Cancer Center, Dongfeng Motor Group (China), Sun Yat-sen University
- HYHui Yang
Sun Yat-sen University, Sun Yat-sen University Cancer Center
Topics & keywords
- Hepatocellular carcinoma
- Proportional hazards model
- Cohort
- Oncology
- Lasso (programming language)
- Internal medicine
- Receiver operating characteristic
- Gene signature
- Good health and well-being