Comprehensive analysis of m6A reader YTHDF2 prognosis, immune infiltration, and related regulatory networks in hepatocellular carcinoma

被引:6
作者
Wang, Hang [1 ,2 ]
Cai, Hui [1 ]
Li, Li [1 ,2 ,3 ]
机构
[1] Fujian Med Univ, Fujian Prov Hosp, Shengli Clin Med Coll, Dept Hlth Management, Fuzhou, Fujian, Peoples R China
[2] Fujian Med Univ, Fujian Prov Hosp, Dept Dis Prevent & Healthcare, Shengli Clin Med Coll, Fuzhou, Fujian, Peoples R China
[3] 134 Dong Jie Rd, Fuzhou 350001, Fujian, Peoples R China
关键词
m6A methylation; Hepatocellular carcinoma; Prognostic signature; Immune infiltration; Epitranscriptomics; ION CHANNELS; CANCER; CELLS; NEUROSCIENCE; EXPRESSION;
D O I
10.1016/j.heliyon.2023.e23204
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: N6-Methyladenosine (m6A) RNA modification is the most prevalent internal modi-fication pattern in eukaryotic mRNAs and plays critical roles in diverse physiological and path-ological processes. However, the expression of m6A regulator YTHDF2, its prognostic value, its biological function, its correlation with tumor microenvironment (TME) immune infiltrates, and related regulatory networks in hepatocellular carcinoma (HCC) remain determined. Methods: TCGA, GTEx, and GEO databases were used to investigate the expression profile of YTHDF2 in HCC. We performed differentially expressed genes (DEGs) analysis and constructed a PPI network to explore the biological processes of YTHDF2 in HCC. Kaplan-Meier curves and Cox regression analysis were used to assess the prognostic value of YTHDF2 and then a clinical prognostic nomogram was constructed. Additionally, ssGSEA was performed to assess the cor-relation between YTHDF2 and immune infiltration levels. The TISIDB database was applied to explore the expression of YTHDF2 in immune and molecular subtypes of HCC. GSEA identifies the YTHDF2-related signaling pathways. Finally, we utilized miRNet and starBase database to construct regulatory networks for HCC based on lncRNA-miRNA and miRNA-YTHDF2 interactions.Results: YTHDF2 was significantly upregulated in HCC tumor tissues compared with the adjacent normal tissues. HCC patients in the high YTHDF2 expression group had poorer survival. Multi-variate Cox analysis suggested that YTHDF2 may be a new independent prognostic indicator for HCC patients, with the prognostic nomogram exhibiting satisfactory results. YTHDF2 expression was significantly correlated with TME immune cell-infiltrating characteristics. Strong correlations were also shown in immune subtypes, molecular subtypes and immune checkpoints. Further analysis revealed that the combination of YTHDF2 expression and immune cell score was considerably associated with survival outcome in HCC patients. GESA analysis demonstrated that high YTHDF2 expression is associated with multiple biological processes and oncogenic path-ways. Moreover, 14 possible regulatory networks were constructed, which are associated with HCC progression.Conclusion: Our findings revealed that YTHDF2 may serve as a promising prognostic biomarker for HCC and may regulate the tumor immune microenvironment to provide effective therapeutic strategies.
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页数:18
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