bioRxivCancer Biology
Systematic analysis of aberrances of ferroptosis reveals its potential functional roles in cancer
Z. Liu, Q. Zhao, Z. Zuo, S.-Q. Yuan, K. Yu, Q. Zhang, X. Zhang, H. Sheng, H.-Q. Ju, H. Cheng, F. Wang, R.-H. Xu, Z.-X. Liu
Abstract
Ferroptosis is a type of cell death that related to cancer, however, the characteristics of ferroptosis in cancers are still uncertain. Based on the data in The Cancer Genome Atlas, we found that most ferroptosis regulator genes (FRGs) were differentially expressed in tumors, copy number alterations (CNA) and DNA methylation contributed to their aberrant expression. We established the ferroptosis potential index (FPI) to reveal the functional roles of ferroptosis and noticed that the FPI was higher in tumors than in normal tissues in most cancers, and was associated with subtypes and clinical features. The FPI was negatively correlated with several metabolism pathways but positively associated with several important metastasis-related pathways and immune-related pathways. Higher FPI predicted worse prognosis in several tumors, while FPI and FRGs impacted drug sensitivity. Our study presents a systematical analysis of ferroptosis and its regulatory genes, and highlights the potential of ferroptosis-based cancer therapy.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: protein structure prediction
- research focus: drug response / drug discovery
- approach: statistical model
- approach: benchmark study
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Systematic Evaluation Defines the Limits of Ferroptosis in Cancer Therapy
Kenji Mark Fujihara, Azmi Aziz, … Richard Possemato·bioRxiv·Mar 14, 2026
- Identification and validation of a ferroptosis-related genes based prognostic signature for prostate cancer
- Dysregulation of cellular iron predisposes chemotherapy resistant cancer cells to ferroptosis
Luke V. Loftus, Louis T.A. Rolle, … Sarah R. Amend·International Journal of Molecular SciencesPeer-reviewed·Apr 28, 2025
- Comparison of Ferroptosis Related Genes expression in Human Oral Squamous Cell Carcinoma and Normal oral tissues
R. Thavarajah, E. Joshua, K. Ranganathan·bioRxiv·Aug 8, 2021
- Targeting FSP1 triggers ferroptosis in lung cancer
Katherine Wu, Alec J. Vaughan, … Thales Y. Papagiannakopoulos·NaturePeer-reviewed·Nov 5, 2025
- PERK arm of UPR selectively regulates ferroptosis in colon cancer cells by modulating the expression of SLC7A11 (System Xc-)
K. K. Saini, P. Chaturvedi, … D. Datta·bioRxiv·Mar 28, 2023