Literature DB >> 32269723

Role of m5C-related regulatory genes in the diagnosis and prognosis of hepatocellular carcinoma.

Yuting He1,2,3,4, Xiao Yu1,2,3,4, Jie Li1,2,3,4, Qiyao Zhang1,2,3,4, Qingyuan Zheng1,2,3,4, Wenzhi Guo1,2,3,4.   

Abstract

Hepatocellular carcinoma (HCC) is one of the most common malignancies globally, and is frequently associated with a poor prognosis. 5-methylcytosine (m5C) is a common epigenetic modification with many critical roles in eukaryotes. However, the expression and functional roles of m5C regulators are largely unknown. In this study, we utilized The Cancer Genome Atlas (TCGA) to determine the expression, gene signatures, and prognostic values of m5C-related genes. We confirmed that the frequency of mutation events of m5C regulatory genes was high in HCC (35/363). Dysregulation of m5C-related genes was also associated with a higher HCC stage. Moreover, a strong relationship was found between the expression of m5C regulatory genes and HCC patient survival. High expression of NSUN4 and ALYREF correlated significantly with survival outcome. We developed a two-gene signature of m5C regulators with HCC prognostic value based on the least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression models. Gene set enrichment analysis (GSEA) results indicated that high expression of NSUN4 was associated with methylation and demethylation processes. Meanwhile, high expression of ALYREF was clearly related to cell cycle regulation and mitosis. In conclusion, our results revealed that m5C-related genes play an essential role in tumor progression in HCC. Further detection of m5C methylation could provide a novel method for HCC targeted therapy. AJTR
Copyright © 2020.

Entities:  

Keywords:  Hepatocellular carcinoma; TCGA; m5C

Year:  2020        PMID: 32269723      PMCID: PMC7137052     

Source DB:  PubMed          Journal:  Am J Transl Res        ISSN: 1943-8141            Impact factor:   4.060


  34 in total

1.  Nucleotide-Level Profiling of m⁵C RNA Methylation.

Authors:  Tennille Sibbritt; Andrew Shafik; Susan J Clark; Thomas Preiss
Journal:  Methods Mol Biol       Date:  2016

2.  Radiofrequency ablation vs. surgery for perivascular hepatocellular carcinoma: Propensity score analyses of long-term outcomes.

Authors:  Sunyoung Lee; Tae Wook Kang; Dong Ik Cha; Kyoung Doo Song; Min Woo Lee; Hyunchul Rhim; Hyo Keun Lim; Dong Hyun Sinn; Jong Man Kim; Kyunga Kim
Journal:  J Hepatol       Date:  2018-03-08       Impact factor: 25.083

3.  Heterogeneities in vertebrate tRNAs(Trp) avian retroviruses package only as a primer the tRNA(Trp) lacking modified m2G in position 7.

Authors:  G Keith; T Heyman
Journal:  Nucleic Acids Res       Date:  1990-02-25       Impact factor: 16.971

4.  Base-Resolution Mapping Reveals Distinct m1A Methylome in Nuclear- and Mitochondrial-Encoded Transcripts.

Authors:  Xiaoyu Li; Xushen Xiong; Meiling Zhang; Kun Wang; Ying Chen; Jun Zhou; Yuanhui Mao; Jia Lv; Danyang Yi; Xiao-Wei Chen; Chu Wang; Shu-Bing Qian; Chengqi Yi
Journal:  Mol Cell       Date:  2017-11-05       Impact factor: 17.970

5.  Prognostic implication of NQO1 overexpression in hepatocellular carcinoma.

Authors:  Lijuan Lin; Jie Sun; Yan Tan; Zhenling Li; Fanyong Kong; Yue Shen; Chao Liu; Litian Chen
Journal:  Hum Pathol       Date:  2017-09-28       Impact factor: 3.466

6.  5-Methylcytosine RNA Methylation in Arabidopsis Thaliana.

Authors:  Xuean Cui; Zhe Liang; Lisha Shen; Qian Zhang; Shengjie Bao; Yuke Geng; Bin Zhang; Vonny Leo; Leah A Vardy; Tiegang Lu; Xiaofeng Gu; Hao Yu
Journal:  Mol Plant       Date:  2017-09-28       Impact factor: 13.164

7.  Low expression of LACTB promotes tumor progression and predicts poor prognosis in hepatocellular carcinoma.

Authors:  Chen Xue; Yuting He; Weiwei Zhu; Xiaolong Chen; Yan Yu; Qiuyue Hu; Jianan Chen; Liwen Liu; Fang Ren; Zhigang Ren; Guangying Cui; Ranran Sun
Journal:  Am J Transl Res       Date:  2018-12-15       Impact factor: 4.060

8.  Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.

Authors:  Freddie Bray; Jacques Ferlay; Isabelle Soerjomataram; Rebecca L Siegel; Lindsey A Torre; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2018-09-12       Impact factor: 508.702

9.  NSUN2 introduces 5-methylcytosines in mammalian mitochondrial tRNAs.

Authors:  Lindsey Van Haute; Song-Yi Lee; Beverly J McCann; Christopher A Powell; Dhiru Bansal; Lina Vasiliauskaitė; Caterina Garone; Sanghee Shin; Jong-Seo Kim; Michaela Frye; Joseph G Gleeson; Eric A Miska; Hyun-Woo Rhee; Michal Minczuk
Journal:  Nucleic Acids Res       Date:  2019-09-19       Impact factor: 16.971

10.  Differential contribution of the m7G-cap to the 5' end-dependent translation initiation of mammalian mRNAs.

Authors:  Dmitri E Andreev; Sergey E Dmitriev; Ilya M Terenin; Vladimir S Prassolov; William C Merrick; Ivan N Shatsky
Journal:  Nucleic Acids Res       Date:  2009-08-20       Impact factor: 16.971

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  36 in total

1.  Transcriptome-Wide 5-Methylcytosine Functional Profiling of Long Non-Coding RNA in Hepatocellular Carcinoma.

Authors:  Yuting He; Qingmiao Shi; Yize Zhang; Xin Yuan; Zujiang Yu
Journal:  Cancer Manag Res       Date:  2020-08-04       Impact factor: 3.989

2.  Gene signatures of m5C regulators may predict prognoses of patients with head and neck squamous cell carcinoma.

Authors:  Miaomiao Xue; Qingmiao Shi; Lian Zheng; Qingbin Li; Liya Yang; Yuanyuan Zhang
Journal:  Am J Transl Res       Date:  2020-10-15       Impact factor: 4.060

Review 3.  Advances in RNA cytosine-5 methylation: detection, regulatory mechanisms, biological functions and links to cancer.

Authors:  Chen Xue; Yalei Zhao; Lanjuan Li
Journal:  Biomark Res       Date:  2020-09-14

Review 4.  The role of m6A, m5C and Ψ RNA modifications in cancer: Novel therapeutic opportunities.

Authors:  Paz Nombela; Borja Miguel-López; Sandra Blanco
Journal:  Mol Cancer       Date:  2021-01-18       Impact factor: 27.401

5.  Model based on five tumour immune microenvironment-related genes for predicting hepatocellular carcinoma immunotherapy outcomes.

Authors:  Xinyu Gu; Jun Guan; Jia Xu; Qiuxian Zheng; Chao Chen; Qin Yang; Chunhong Huang; Gang Wang; Haibo Zhou; Zhi Chen; Haihong Zhu
Journal:  J Transl Med       Date:  2021-01-06       Impact factor: 5.531

6.  Genetic characteristics and prognostic implications of m1A regulators in pancreatic cancer.

Authors:  Qingyuan Zheng; Xiao Yu; Qiyao Zhang; Yuting He; Wenzhi Guo
Journal:  Biosci Rep       Date:  2021-04-30       Impact factor: 3.840

7.  M5C regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in lung adenocarcinoma.

Authors:  Hui Chen; Xiao-Lin Ge; Zhao-Yue Zhang; Ming Liu; Rui-Yan Wu; Xiao-Fei Zhang; Li-Ping Xu; Hong-Yan Cheng; Xin-Chen Sun; Hong-Cheng Zhu
Journal:  Transl Lung Cancer Res       Date:  2021-05

8.  m5C-Related lncRNAs Predict Overall Survival of Patients and Regulate the Tumor Immune Microenvironment in Lung Adenocarcinoma.

Authors:  Junfan Pan; Zhidong Huang; Yiquan Xu
Journal:  Front Cell Dev Biol       Date:  2021-06-29

9.  Novel Molecular Subtypes Associated With 5mC Methylation and Their Role in Hepatocellular Carcinoma Immunotherapy.

Authors:  Zhuomao Mo; Zhirui Cao; Shaoju Luo; Yan Chen; Shijun Zhang
Journal:  Front Mol Biosci       Date:  2020-10-23

10.  Gene signatures and prognostic values of m1A-related regulatory genes in hepatocellular carcinoma.

Authors:  Qingmiao Shi; Chen Xue; Xin Yuan; Yuting He; Zujiang Yu
Journal:  Sci Rep       Date:  2020-09-15       Impact factor: 4.379

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