Epigenetic activation of SLC7A11 defines a ferroptosis-immune axis and enables robust DNA methylation-based diagnosis of lung squamous cell carcinoma.
1/5 보강
[BACKGROUND] Lung squamous cell carcinoma (LUSC) currently lacks reliable biomarkers for early diagnosis and precision therapy.
APA
Lu HP, Nong K, et al. (2026). Epigenetic activation of SLC7A11 defines a ferroptosis-immune axis and enables robust DNA methylation-based diagnosis of lung squamous cell carcinoma.. PeerJ, 14, e20686. https://doi.org/10.7717/peerj.20686
MLA
Lu HP, et al.. "Epigenetic activation of SLC7A11 defines a ferroptosis-immune axis and enables robust DNA methylation-based diagnosis of lung squamous cell carcinoma.." PeerJ, vol. 14, 2026, pp. e20686.
PMID
41700135 ↗
Abstract 한글 요약
[BACKGROUND] Lung squamous cell carcinoma (LUSC) currently lacks reliable biomarkers for early diagnosis and precision therapy. While Solute Carrier Family 7 Member 11 (SLC7A11) plays key roles in ferroptosis resistance, redox homeostasis and tumor progression, its epigenetic regulation, diagnostic potential, and immunological functions in LUSC remain poorly understood.
[METHODS] Multi-omics data from The Cancer Genome Atlas (TCGA), Clinical Proteomic Tumor Analysis Consortium (CPTAC), Gene Expression Omnibus (GEO) and an in-house cohorts of 173 LUSC patients were integrated to characterize SLC7A11 DNA methylation, mRNA, and protein levels. Four methylation probes were utilized to construct diagnostic models, including Generalized Linear Model (GLM), Least Absolute Shrinkage and Selection Operator (LASSO), Random Forest (RF), and Extreme Gradient Boosting (XGB). These models were validated internally ( 10-fold cross-validation and bootsrtapping) and externally using the GSE121849 dataset. Model interpretability was examined through SHapley Additive exPlanations (SHAP). Additionally, immune infiltration, pathway enrichment and drug sensitivity analyses were performed to explore ferroptosis-associated and immunity-related mechanisms.
[RESULTS] SLC7A11 exhibited LUSC-specific epigenetic activation, characterized by promoter hypomethylation, mRNA upregulation, and protein overexpression across cohorts. The four-probe GLM diagnostic model achieved superior performance (AUC = 0.985 in TCGA; AUC = 1.000 in GSE121849), with SHAP identifying cg02102889 (TSS1500) as the most influential probe. While SLC7A11 expression and methylation were not significantly associated with survival in the overall cohort, high SLC7A11 predicted poorer outcomes in female patients and those with pathologic T3 & T4 stage disease. Mechanistically, SLC7A11-high tumors displayed ferroptosis-resistant and immunosuppressive phenotypes, including increased Programmed Death-Ligand 1 (PD-L1) expression and enrichment of regulatory T cells and M2 macrophages. Drug sensitivity profiling suggested resistance to Reactive Oxygen Species (ROS) inducers and Histone Deacetylase (HDAC) inhibitors, but enhanced sensitivity to recombinant tumor necrosis factor-related apoptosis-inducing ligand (rTRAIL) and 17-Allylamino-17-demethoxygeldanamycin.
[CONCLUSION] SLC7A11 undergoes epigenetic activation in LUSC and enables a robust four-probe, methylation-based diagnostic model. Its expression is linked to ferroptosis resistance, immune evasion, and therapeutic response, supporting SLC7A11 as a promising biomarker for early diagnosis and personalized treatment in LUSC.
[METHODS] Multi-omics data from The Cancer Genome Atlas (TCGA), Clinical Proteomic Tumor Analysis Consortium (CPTAC), Gene Expression Omnibus (GEO) and an in-house cohorts of 173 LUSC patients were integrated to characterize SLC7A11 DNA methylation, mRNA, and protein levels. Four methylation probes were utilized to construct diagnostic models, including Generalized Linear Model (GLM), Least Absolute Shrinkage and Selection Operator (LASSO), Random Forest (RF), and Extreme Gradient Boosting (XGB). These models were validated internally ( 10-fold cross-validation and bootsrtapping) and externally using the GSE121849 dataset. Model interpretability was examined through SHapley Additive exPlanations (SHAP). Additionally, immune infiltration, pathway enrichment and drug sensitivity analyses were performed to explore ferroptosis-associated and immunity-related mechanisms.
[RESULTS] SLC7A11 exhibited LUSC-specific epigenetic activation, characterized by promoter hypomethylation, mRNA upregulation, and protein overexpression across cohorts. The four-probe GLM diagnostic model achieved superior performance (AUC = 0.985 in TCGA; AUC = 1.000 in GSE121849), with SHAP identifying cg02102889 (TSS1500) as the most influential probe. While SLC7A11 expression and methylation were not significantly associated with survival in the overall cohort, high SLC7A11 predicted poorer outcomes in female patients and those with pathologic T3 & T4 stage disease. Mechanistically, SLC7A11-high tumors displayed ferroptosis-resistant and immunosuppressive phenotypes, including increased Programmed Death-Ligand 1 (PD-L1) expression and enrichment of regulatory T cells and M2 macrophages. Drug sensitivity profiling suggested resistance to Reactive Oxygen Species (ROS) inducers and Histone Deacetylase (HDAC) inhibitors, but enhanced sensitivity to recombinant tumor necrosis factor-related apoptosis-inducing ligand (rTRAIL) and 17-Allylamino-17-demethoxygeldanamycin.
[CONCLUSION] SLC7A11 undergoes epigenetic activation in LUSC and enables a robust four-probe, methylation-based diagnostic model. Its expression is linked to ferroptosis resistance, immune evasion, and therapeutic response, supporting SLC7A11 as a promising biomarker for early diagnosis and personalized treatment in LUSC.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
🏷️ 같은 키워드 · 무료전문 — 이 논문 MeSH/keyword 기반
- A Phase I Study of Hydroxychloroquine and Suba-Itraconazole in Men with Biochemical Relapse of Prostate Cancer (HITMAN-PC): Dose Escalation Results.
- Self-management of male urinary symptoms: qualitative findings from a primary care trial.
- Clinical and Liquid Biomarkers of 20-Year Prostate Cancer Risk in Men Aged 45 to 70 Years.
- Diagnostic accuracy of Ga-PSMA PET/CT versus multiparametric MRI for preoperative pelvic invasion in the patients with prostate cancer.
- Comprehensive analysis of androgen receptor splice variant target gene expression in prostate cancer.
- Clinical Presentation and Outcomes of Patients Undergoing Surgery for Thyroid Cancer.