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The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
Jindong Xie1, Junsheng Zhang1, Wenwen Tian1
1State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China.
Abstract:
The forkhead box O (FOXO) transcription factors (TFs) family are frequently mutated, deleted, or amplified in various human cancers, making them attractive candidates for therapy. However, their roles in pan-cancer remain unclear. Here, we evaluated the expression, prognostic value, mutation, methylation, and clinical features of four FOXO family genes (FOXO1, FOXO3, FOXO4, and FOXO6) in 33 types of cancers based on the Cancer Genome Atlas (TCGA) and Genotype Tissue Expression (GTEx) databases. We used a single sample gene set enrichment analysis (ssGSEA) algorithm to establish a novel index called "FOXOs score". Moreover, we investigated the association between the FOXOs score and tumor microenvironment (TME), the responses to multiple treatments, along with drug resistance. We found that the FOXO family genes participated in tumor progression and were related to the prognosis in various types of cancer. We calculated the FOXOs score and found that it was significantly correlated with multiple malignant pathways in pan-cancer, including Wnt/beta-catenin signaling, TGF-beta signaling, and hedgehog signaling. In addition, the FOXOs score was also associated with multiple immune-related characteristics. Furthermore, the FOXOs score was sensitive for predicting the efficacy of diverse treatments in multiple cancers, especially immunotherapy. In conclusion, FOXO family genes were vital in pan-cancer and were strongly correlated with the TME. A high FOXOs score indicated an excellent immune-activated TME and sensitivity to multiple treatments. Hence, the FOXOs score might potentially be used as a biomarker in patients with a tumor.
Insights
The forkhead box O (FOXO) transcription factors are crucial in various cancers. A new FOXOs score predicts tumor progression, immune microenvironment, and treatment response, especially immunotherapy.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Forkhead box O (FOXO) transcription factors are frequently altered in human cancers.
- Their comprehensive roles across diverse cancer types remain largely undefined.
- FOXO family genes (FOXO1, FOXO3, FOXO4, FOXO6) are potential therapeutic targets.
Purpose of the Study:
- To investigate the expression, prognostic significance, and clinical relevance of FOXO family genes in pan-cancer.
- To develop and validate a novel index, the "FOXO s score", for assessing FOXO activity.
- To explore the association of the FOXOs score with the tumor microenvironment (TME), treatment responses, and drug resistance.
Main Methods:
- Utilized The Cancer Genome Atlas (TCGA) and Genotype Tissue Expression (GTEx) databases for analysis across 33 cancer types.
- Employed a single sample gene set enrichment analysis (ssGSEA) algorithm to compute the FOXOs score.
- Correlated the FOXOs score with malignant pathways, immune characteristics, and treatment outcomes.
Main Results:
- FOXO family genes are implicated in tumor progression and exhibit prognostic value across various cancers.
- The FOXOs score significantly correlates with key oncogenic signaling pathways (Wnt/beta-catenin, TGF-beta, hedgehog).
- The FOXOs score is associated with immune-related features and predicts sensitivity to diverse treatments, particularly immunotherapy.
Conclusions:
- FOXO family genes play a vital role in pan-cancer biology and are closely linked to the TME.
- A high FOXOs score signifies an immune-activated TME and predicts favorable responses to therapies.
- The FOXOs score shows potential as a predictive biomarker for patient stratification and treatment selection in oncology.
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