Pan-Cancer Analysis of the N6-Methyladenosine Eraser FTO as a Potential Prognostic and Immunological Biomarker

被引:7
作者
Zhao, Chengwen [1 ]
Liu, Yonghui [1 ]
Ju, Shaoqing [1 ,2 ]
Wang, Xudong [1 ,2 ]
机构
[1] Nantong Univ, Dept Lab Med, Affiliated Hosp, 20 Xisi Rd, Nantong 226006, Jiangsu, Peoples R China
[2] Nantong Univ, Dept Publ Hlth, Nantong, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
FTO; biomarker; prognosis; tumor immune; pan-cancer; DNA MISMATCH REPAIR; MICROSATELLITE INSTABILITY; TUMOR MICROENVIRONMENT; CELLS; PROMOTES;
D O I
10.2147/IJGM.S331752
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Fat mass and obesity-associated protein (FTO) is a critical N6methyladenosine (m6A) demethylase that participates in tumorigenesis and is associated with the prognosis of patients in some cancers. However, the key roles of FTO in pan-cancer are still largely obscure. Methods: FTO expression levels in pan-cancer were estimated via the Genotype-Tissue Expression (GTEx), Cancer Cell Line Encyclopedia (CCLE), and The Cancer Genome Atlas (TCGA) databases. Univariate survival analysis was used to estimate the effects of FTO on prognosis. In addition, we used the Tumor Immune Evaluation Resource (TIMER) to assess the immune cell infiltration of FTO gene across cancers. The association of FTO expression with immune checkpoint genes expression, DNA mismatch repair (MMR) gene mutation, DNA methyltransferases, microsatellite instability (MSI), and tumor mutational burden (TMB) was investigated using Spearman's correlation analysis. Moreover, Gene Set Enrichment Analysis (GSEA) was utilized to identify critical pathways in cancers. The STRING website was used to reveal the protein-protein interaction (PPI) network of FTO. Results: FTO was aberrantly expressed across cancers and survival analysis demonstrated that its expression was associated with clinical prognosis of many cancer patients. Specifically, FTO expression was significantly associated with immune infiltrating cells in colon adenocarcinoma, kidney renal clear cell carcinoma, and liver hepatocellular carcinoma. In addition, FTO expression was significantly associated with immune checkpoint genes expression, MMR, DNA methyltransferases levels, TMB, and MSI in multiple cancers. Moreover, the GSEA unveiled that FTO was involved in the regulation of tumors and immune-related signaling pathways. In addition, several m6A related genes were implicated in the PPI network of FTO. Conclusion: FTO was related to patients' prognosis and tumor immune infiltrates in various cancers, and may serve as a novel and potential prognostic and immune biomarker in human pan-cancer.
引用
收藏
页码:7411 / 7422
页数:12
相关论文
共 51 条
[1]  
Boland CR, 2010, GASTROENTEROLOGY, V138, P2073, DOI [10.1053/j.gastro.2009.12.064, 10.1053/j.gastro.2010.04.024]
[2]   Tumour microenvironment (TME) characterization identified prognosis and immunotherapy response in muscle-invasive bladder cancer (MIBC) [J].
Cao, Rui ;
Yuan, Lushun ;
Ma, Bo ;
Wang, Gang ;
Tian, Ye .
CANCER IMMUNOLOGY IMMUNOTHERAPY, 2021, 70 (01) :1-18
[3]   The inhibitory cytokine IL-35 contributes to regulatory T-cell function [J].
Collison, Lauren W. ;
Workman, Creg J. ;
Kuo, Timothy T. ;
Boyd, Kelli ;
Wang, Yao ;
Vignali, Kate M. ;
Cross, Richard ;
Sehy, David ;
Blumberg, Richard S. ;
Vignali, Dario A. A. .
NATURE, 2007, 450 (7169) :566-U19
[4]   The tumour microenvironment shapes dendritic cell plasticity in a human organotypic melanoma culture [J].
Di Blasio, S. ;
van Wigcheren, G. F. ;
Becker, A. ;
van Duffelen, A. ;
Gorris, M. ;
Verrijp, K. ;
Stefanini, I. ;
Bakker, G. J. ;
Bloemendal, M. ;
Halilovic, A. ;
Vasaturo, A. ;
Bakdash, G. ;
Hato, S. V. ;
de Wilt, J. H. W. ;
Schalkwijk, J. ;
de Vries, I. J. M. ;
Textor, J. C. ;
van den Bogaard, E. H. ;
Tazzari, M. ;
Figdor, C. G. .
NATURE COMMUNICATIONS, 2020, 11 (01)
[5]   Pseudogene HSPA7 is a poor prognostic biomarker in Kidney Renal Clear Cell Carcinoma (KIRC) and correlated with immune infiltrates [J].
Ding, Chunjin ;
He, Rundong ;
Zhang, Jinghan ;
Dong, Zhan ;
Wu, Jun .
CANCER CELL INTERNATIONAL, 2021, 21 (01)
[6]   Microsatellite Instability as a Biomarker for PD-1 Blockade [J].
Dudley, Jonathan C. ;
Lin, Ming-Tseh ;
Le, Dung T. ;
Eshleman, James R. .
CLINICAL CANCER RESEARCH, 2016, 22 (04) :813-820
[7]   Tumor mutational burden quantification from targeted gene panels: major advancements and challenges [J].
Fancello, Laura ;
Gandini, Sara ;
Pelicci, Pier Giuseppe ;
Mazzarella, Luca .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2019, 7
[8]   Immune Infiltration in Human Cancer: Prognostic Significance and Disease Control [J].
Fridman, Wolf H. ;
Galon, Jerome ;
Dieu-Nosjean, Marie-Caroline ;
Cremer, Isabelle ;
Fisson, Sylvain ;
Damotte, Diane ;
Pages, Franck ;
Tartour, Eric ;
Sautes-Fridman, Catherine .
CANCER IMMUNOLOGY AND IMMUNOTHERAPY, 2011, 344 :1-24
[9]   Epigenetic modulation in cancer immunotherapy [J].
Gallagher, Stuart J. ;
Shklovskaya, Elena ;
Hersey, Peter .
CURRENT OPINION IN PHARMACOLOGY, 2017, 35 :48-56
[10]   WNT Signaling in Cancer Immunosurveillance [J].
Galluzzi, Lorenzo ;
Spranger, Stefani ;
Fuchs, Elaine ;
Lopez-Soto, Alejandro .
TRENDS IN CELL BIOLOGY, 2019, 29 (01) :44-65