Ferroptosis-related gene signature predicts prognosis and immunotherapy response in hepatocellular carcinoma: A multi-cohort retrospective study

Hepatocellular carcinoma (HCC), characterized by elevated incidence and mortality rates, has a considerable economic impact worldwide. The function of ferroptosis within the tumor microenvironment of HCC is crucial, and the specific contributions of ferroptosis-related genes (FRGs) are yet to be fully explored. FRG expression levels and relevant clinical data were sourced from The Cancer Genome Atlas. Two distinct ferroptosis-related subtypes were identified in liver cancer and their interrelationships were comprehensively examined. Using Cox regression and least absolute shrinkage and selection operator regression analysis, we created a predictive model based on FRGs to forecast overall survival and assess the potential benefits of immunotherapy in patients with HCC. Quantitative reverse transcription-polymerase chain reaction and IHC assays were conducted on clinical HCC specimens to validate the key FRGs. Significant differences in gene mutations, immune reactions, and prognostic outcomes were observed between the 2 distinct ferroptosis-related subtypes. An eight-gene signature consisting of SLC1A5, KIF20A, SLC7A11, CARS1, MYCN, PRDX6, GPX4, and KLF2 was established as a predictive model for liver cancer and was validated against data from GSE76427 and the International Cancer Genome Consortium cohorts. According to the FRG model, individuals classified as low-risk exhibited more favorable survival prospects compared to their high-risk counterparts (P < .05). Overall, our investigation highlights the promise of FRGs as prognostic biomarkers and immunotherapy response in HCC, providing a novel approach for personalized patient management.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-01-23
DOI
https://doi.org/10.1097/md.0000000000047262
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ferroptosis-related gene signature predicts prognosis and immunotherapy response in hepatocellular carcinoma: A multi-cohort retrospective study

Y. Pan, Lipeng Li, Jie Chen, Yun He et al.
Medicine
Ferroptosis and cancer prognosis
article

Ferroptosis-related gene signature predicts prognosis and immunotherapy response in hepatocellular carcinoma: A multi-cohort retrospective study

Y. Pan, Lipeng Li, Jie Chen, Yun He, Hong Yang, Xiumei Bai, Jinshu Pang, Li Liang
article en

Abstract

Hepatocellular carcinoma (HCC), characterized by elevated incidence and mortality rates, has a considerable economic impact worldwide. The function of ferroptosis within the tumor microenvironment of HCC is crucial, and the specific contributions of ferroptosis-related genes (FRGs) are yet to be fully explored. FRG expression levels and relevant clinical data were sourced from The Cancer Genome Atlas. Two distinct ferroptosis-related subtypes were identified in liver cancer and their interrelationships were comprehensively examined. Using Cox regression and least absolute shrinkage and selection operator regression analysis, we created a predictive model based on FRGs to forecast overall survival and assess the potential benefits of immunotherapy in patients with HCC. Quantitative reverse transcription-polymerase chain reaction and IHC assays were conducted on clinical HCC specimens to validate the key FRGs. Significant differences in gene mutations, immune reactions, and prognostic outcomes were observed between the 2 distinct ferroptosis-related subtypes. An eight-gene signature consisting of SLC1A5, KIF20A, SLC7A11, CARS1, MYCN, PRDX6, GPX4, and KLF2 was established as a predictive model for liver cancer and was validated against data from GSE76427 and the International Cancer Genome Consortium cohorts. According to the FRG model, individuals classified as low-risk exhibited more favorable survival prospects compared to their high-risk counterparts (P < .05). Overall, our investigation highlights the promise of FRGs as prognostic biomarkers and immunotherapy response in HCC, providing a novel approach for personalized patient management.

MedicineVol. 105(4)
Guangxi Medical University (CN), Liuzhou Maternal and Child Health Hospital (CN), The People's Hospital of Guangxi Zhuang Autonomous Region (CN), First Affiliated Hospital of GuangXi Medical University (CN), Fourth Affiliated Hospital of Guangxi Medical University (CN)
Good health and well-being
Openalex Percentile: Top 81%
Ferroptosis and cancer prognosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.