Clinical and immunological significance of FOXO1 as a biomarker of improved response to immune checkpoint plus tyrosine kinase inhibitor therapy in metastatic renal cell carcinoma.
2/5 보강
OpenAlex 토픽 ·
FOXO transcription factor regulation
Renal cell carcinoma treatment
Ferroptosis and cancer prognosis
[BACKGROUND] Predicting response to immune checkpoint inhibitor plus tyrosine kinase inhibitor (IO + TKI) therapy in metastatic renal cell carcinoma (mRCC) remains challenging.
APA
Lingzhi Du, Jiahao Wang, et al. (2026). Clinical and immunological significance of FOXO1 as a biomarker of improved response to immune checkpoint plus tyrosine kinase inhibitor therapy in metastatic renal cell carcinoma.. European journal of pharmacology, 1021, 178838. https://doi.org/10.1016/j.ejphar.2026.178838
MLA
Lingzhi Du, et al.. "Clinical and immunological significance of FOXO1 as a biomarker of improved response to immune checkpoint plus tyrosine kinase inhibitor therapy in metastatic renal cell carcinoma.." European journal of pharmacology, vol. 1021, 2026, pp. 178838.
PMID
41935603 ↗
Abstract 한글 요약
[BACKGROUND] Predicting response to immune checkpoint inhibitor plus tyrosine kinase inhibitor (IO + TKI) therapy in metastatic renal cell carcinoma (mRCC) remains challenging. Forkhead box protein O1 (FOXO1) is a key transcription factor regulating tumor suppression and T cell immunity, but its clinical and immunological significance in RCC is unclear.
[METHODS] FOXO1 expression was analyzed in TCGA-KIRC, ZS-MRCC, ZS-HRRCC, and JAVELIN Renal 101 cohorts. Associations with tumor grade, stage, survival, and IO + TKI response were evaluated. Immune infiltration and T cell functional states were assessed using immunohistochemistry and flow cytometry. An RF-based machine learning model incorporating FOXO1 and immune-related gene features was developed to predict therapeutic benefit.
[RESULTS] FOXO1 expression was markedly reduced in RCC tissues and declined with increasing tumor grade and stage. Higher FOXO1 levels were associated with improved overall survival and better IO + TKI response. FOXO1-high tumors exhibited an immune-supportive microenvironment characterized by a trend toward increased cytotoxic CD8 T cells, decreased CD4 T cells, reduced exhausted T cells, lower macrophage infiltration, and favorable cytokine profiles. High FOXO1 expression also correlated with fewer BAP1 and BRAF mutations. FOXO1 independently predicted greater IO + TKI benefit (p for interaction = 0.019), and the RF risk score integrating multiple immune gene features achieved a more robust treatment interaction (p for interaction = 0.002).
[CONCLUSION] FOXO1 carries both prognostic and predictive relevance in mRCC and independently predicts greater benefit from IO + TKI therapy. Integration of FOXO1 with complementary immune gene features into an RF-based model provides a promising framework for precision immunotherapy in advanced RCC.
[METHODS] FOXO1 expression was analyzed in TCGA-KIRC, ZS-MRCC, ZS-HRRCC, and JAVELIN Renal 101 cohorts. Associations with tumor grade, stage, survival, and IO + TKI response were evaluated. Immune infiltration and T cell functional states were assessed using immunohistochemistry and flow cytometry. An RF-based machine learning model incorporating FOXO1 and immune-related gene features was developed to predict therapeutic benefit.
[RESULTS] FOXO1 expression was markedly reduced in RCC tissues and declined with increasing tumor grade and stage. Higher FOXO1 levels were associated with improved overall survival and better IO + TKI response. FOXO1-high tumors exhibited an immune-supportive microenvironment characterized by a trend toward increased cytotoxic CD8 T cells, decreased CD4 T cells, reduced exhausted T cells, lower macrophage infiltration, and favorable cytokine profiles. High FOXO1 expression also correlated with fewer BAP1 and BRAF mutations. FOXO1 independently predicted greater IO + TKI benefit (p for interaction = 0.019), and the RF risk score integrating multiple immune gene features achieved a more robust treatment interaction (p for interaction = 0.002).
[CONCLUSION] FOXO1 carries both prognostic and predictive relevance in mRCC and independently predicts greater benefit from IO + TKI therapy. Integration of FOXO1 with complementary immune gene features into an RF-based model provides a promising framework for precision immunotherapy in advanced RCC.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
- Humans
- Carcinoma
- Renal Cell
- Kidney Neoplasms
- Forkhead Box Protein O1
- Protein Kinase Inhibitors
- Immune Checkpoint Inhibitors
- Biomarkers
- Tumor
- Male
- Female
- Middle Aged
- Tumor Microenvironment
- Aged
- Antineoplastic Combined Chemotherapy Protocols
- Treatment Outcome
- Tyrosine Kinase Inhibitors
- Forkhead box protein O1
- Immunotherapy
- Renal cell carcinoma
- Tyrosine kinase inhibitor
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