Multi-Omics Integrative Analysis Uncovers Molecular Subtypes and mRNAs as Therapeutic Targets for Liver Cancer

被引:6
作者
Shen, Yi [1 ]
Xiong, Wei [1 ]
Gu, Qi [1 ]
Zhang, Qin [1 ]
Yue, Jia [1 ]
Liu, Changsong [1 ]
Wang, Duan [1 ]
机构
[1] Chongqing Med Univ, Affiliated Hosp 3, Dept Cardiovasc Med, Chongqing, Peoples R China
关键词
liver cancer; multi-omics; molecular subtype; ANXA2; CHAF1B; mRNA; therapeutic target; HEPATOCELLULAR-CARCINOMA; ANNEXIN A2; METHYLATION; GENOMICS; TRANSCRIPTOMICS; EPIGENOMICS; EXPRESSION; MIGRATION;
D O I
10.3389/fmed.2021.654635
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: This study aimed to systematically analyze molecular subtypes and therapeutic targets of liver cancer using integrated multi-omics analysis. Methods: DNA copy number variations (CNVs), simple nucleotide variations (SNVs), methylation, transcriptome as well as corresponding clinical information for liver carcinoma were retrieved from The Cancer Genome Atlas (TCGA). Multi-omics analysis was performed to identify molecular subtypes of liver cancer via integrating CNV, methylation as well as transcriptome data. Immune scores of two molecular subtypes were estimated using tumor immune estimation resource (TIMER) tool. Key mRNAs were screened and prognosis analysis was performed, which were validated using RT-qPCR. Furthermore, mutation spectra were analyzed in the different subtypes. Results: Two molecular subtypes (iC1 and iC2) were conducted for liver cancer. Compared with the iC2 subtype, the iC1 subtype had a worse prognosis and a higher immune score. Two key mRNAs (ANXA2 and CHAF1B) were significantly related to liver cancer patients' prognosis, which were both up-regulated in liver cancer tissues in comparison to normal tissues. Seventeen genes with p < 0.01 differed significantly for SNV loci between iC1 and iC2 subtypes. Conclusion: Our integrated multi-omics analyses provided new insights into the molecular subtypes of liver cancer, helping to identify novel mRNAs as therapeutic targets and uncover the mechanisms of liver cancer.
引用
收藏
页数:13
相关论文
共 50 条
[31]   Integrative multi-omics analysis reveals molecular signatures of central obesity in children [J].
Zhao, Chengzhi ;
An, Xizhou ;
Xiao, Leyuan ;
Chen, Jingyu ;
Huang, Daochao ;
Chen, Lijing ;
Fang, Shenying ;
Liang, Xiaohua .
PEDIATRIC RESEARCH, 2025,
[32]   Multi-omics analysis based on integrated genomics, epigenomics and transcriptomics in pancreatic cancer [J].
Kong, Lingming ;
Liu, Peng ;
Zheng, Mingjun ;
Xue, Busheng ;
Liang, Keke ;
Tan, Xiaodong .
EPIGENOMICS, 2020, 12 (06) :507-524
[33]   Integrative Multi-omics Analysis Reveals Different Metabolic Phenotypes Based on Molecular Characteristics in Thyroid Cancer [J].
Kim, Yoo Hyung ;
Yoon, Sang Jun ;
Kim, Mina ;
Kim, Hwan Hee ;
Song, Young Shin ;
Jung, Jin Woo ;
Han, Dohyun ;
Cho, Sun Wook ;
Kwon, Sung Won ;
Park, Young Joo .
CLINICAL CANCER RESEARCH, 2024, 30 (04) :883-894
[34]   Bioinformatics analysis of multi-omics data identifying molecular biomarker candidates and epigenetically regulatory targets associated with retinoblastoma [J].
Zeng, Yuyang ;
He, Tao ;
Liu, Juejun ;
Li, Zongyuan ;
Xie, Feijia ;
Chen, Changzheng ;
Xing, Yiqiao .
MEDICINE, 2020, 99 (47)
[35]   Comprehensive multi-omics approach reveals potential therapeutic targets and agents for osteoarthritis [J].
Gao, Qingxia ;
Yao, Dawei ;
Yin, Zuozhen ;
Yu, Gongchang ;
Shi, Bin ;
Wang, Jiaying .
POSTGRADUATE MEDICAL JOURNAL, 2025, 101 (1195) :464-474
[36]   Integrative Multi-omics Analysis of Childhood Aggressive Behavior [J].
Hagenbeek, Fiona A. ;
van Dongen, Jenny ;
Pool, Rene ;
Roetman, Peter J. ;
Harms, Amy C. ;
Hottenga, Jouke Jan ;
Kluft, Cornelis ;
Colins, Olivier F. ;
van Beijsterveldt, Catharina E. M. ;
Fanos, Vassilios ;
Ehli, Erik A. ;
Hankemeier, Thomas ;
Vermeiren, Robert R. J. M. ;
Bartels, Meike ;
Dejean, Sebastien ;
Boomsma, Dorret, I .
BEHAVIOR GENETICS, 2023, 53 (02) :101-117
[37]   Integrative Multi-omics Analysis of Childhood Aggressive Behavior [J].
Fiona A. Hagenbeek ;
Jenny van Dongen ;
René Pool ;
Peter J. Roetman ;
Amy C. Harms ;
Jouke Jan Hottenga ;
Cornelis Kluft ;
Olivier F. Colins ;
Catharina E. M. van Beijsterveldt ;
Vassilios Fanos ;
Erik A. Ehli ;
Thomas Hankemeier ;
Robert R. J. M. Vermeiren ;
Meike Bartels ;
Sébastien Déjean ;
Dorret I. Boomsma .
Behavior Genetics, 2023, 53 :101-117
[38]   Multi-omics and Mendelian randomization study explores potential therapeutic targets for meningiomas [J].
Li, Yongxue ;
Lin, Lihao ;
Zhang, Wenhui ;
Wang, Yan ;
Shen, Haoyu ;
Guan, Yi .
DISCOVER ONCOLOGY, 2025, 16 (01)
[39]   Integrative Network Fusion: A Multi-Omics Approach in Molecular Profiling [J].
Chierici, Marco ;
Bussola, Nicole ;
Marcolini, Alessia ;
Francescatto, Margherita ;
Zandona, Alessandro ;
Trastulla, Lucia ;
Agostinelli, Claudio ;
Jurman, Giuseppe ;
Furlanello, Cesare .
FRONTIERS IN ONCOLOGY, 2020, 10
[40]   Prioritization of risk genes in colorectal cancer by integrative analysis of multi-omics data and gene networks [J].
Zhang, Ming ;
Wang, Xiaoyang ;
Yang, Nan ;
Zhu, Xu ;
Lu, Zequn ;
Cai, Yimin ;
Li, Bin ;
Zhu, Ying ;
Li, Xiangpan ;
Wei, Yongchang ;
Zhang, Shaokai ;
Tian, Jianbo ;
Miao, Xiaoping .
SCIENCE CHINA-LIFE SCIENCES, 2024, 67 (01) :132-148