Profiles of prognostic alternative splicing signature in hepatocellular carcinoma

被引:19
|
作者
Wu, Fangming [1 ,2 ]
Chen, Qifeng [3 ]
Liu, Chaojun [4 ]
Duan, Xiaoran [4 ]
Hu, Jinlong [5 ]
Liu, Jian [1 ,2 ]
Cao, Huicun [1 ,2 ]
Li, Wang [3 ]
Li, Hui [1 ,2 ]
机构
[1] Henan Prov Peoples Hosp, Dept Comprehens Intervent, 7 Weiwu Rd, Zhengzhou 450000, Henan, Peoples R China
[2] Zhengzhou Univ, Peoples Hosp, Dept Comprehens Intervent, Zhengzhou, Peoples R China
[3] Sun Yat Scn Univ, Canc Ctr, Dept Med Imaging & Intervent Radiol, Guangzhou, Peoples R China
[4] Zhengzhou Univ, Affiliated Hosp 1, Biotherapy Ctr, Zhengzhou, Peoples R China
[5] Henan Prov Peoples Hosp, Dept Oncol, Zhengzhou, Peoples R China
来源
CANCER MEDICINE | 2020年 / 9卷 / 06期
关键词
alternative splicing; hepatocellular carcinoma; prognosis; TCGA; survival; SURVIVAL; INVASION;
D O I
10.1002/cam4.2875
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Previous studies have demonstrated the role of abnormal alternative splicing (AS) in tumor progression. This study examines the prognostic index (PI) of alternative splices (ASs) in patients with hepatocellular carcinoma (HCC). The clinical features and splicing events of patients with HCC were downloaded from The Cancer Genome Atlas (TCGA). Differentially expressed AS (DEAS) were compared between HCC and adjacent normal samples. Univariate Cox regression analysis was used to determine changes in DEAS associated with overall survival (OS). A PI was generated from OS-associated DEASs using Kaplan-Meier curves, receiver operating characteristic (ROC) curves, multivariate Cox regression, and cluster analysis. Then, the correlation between DEASs and splicing factors was assessed, followed by functional and pathway enrichment analysis. We identified 34 163 ASs of 8985 genes in HCC, and 153 OS-ASs were identified using univariate Cox regression analysis. Low- and high-PI groups were determined based on the median "PI-ALL" value according to significantly different survival (P = 2.2e - 16). The ROC curve of all PI (PI-ALL) had an area under the curve (AUC) of 0.993 for survival status in patients with HCC. A potential regulatory network associated with prognosis of patients with HCC was established. Enrichment analysis also resulted in the identification of several pathways potentially associated with carcinogenesis and progression of HCC. Four clusters were identified that were associated with clinical features and prognosis. Our study generated comprehensive profiles of ASs in HCC. The interaction network and functional connections were used to elucidate the underlying mechanisms of AS in HCC.
引用
收藏
页码:2171 / 2180
页数:10
相关论文
共 50 条
  • [41] Identification and Validation of a Prognostic lncRNA Signature for Hepatocellular Carcinoma
    Li, Wang
    Chen, Qi-Feng
    Huang, Tao
    Wu, Peihong
    Shen, Lujun
    Huang, Zi-Lin
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [42] Genome-Wide Analysis of Prognostic Alternative Splicing Signature and Splicing Factors in Lung Adenocarcinoma
    Chang, Ya-Sian
    Tu, Siang-Jyun
    Chiang, Hui-Shan
    Yen, Ju-Chen
    Lee, Ya-Ting
    Fang, Hsin-Yuan
    Chang, Jan-Gowth
    GENES, 2020, 11 (11) : 1 - 14
  • [43] Prognostic Signature of Alternative Splicing Events in Bladder Urothelial Carcinoma Based on Spliceseq Data from 317 Cases
    He, Rong-quan
    Zhou, Xian-guo
    Yi, Qiao-yong
    Deng, Cai-wang
    Gao, Jia-min
    Chen, Gang
    Wang, Qiu-Yan
    CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2018, 48 (03) : 1355 - 1368
  • [44] Alternative splicing of the cell fate determinant Numb in hepatocellular carcinoma
    Lu, Yinying
    Xu, Wanping
    Ji, Junfang
    Feng, Dechun
    Sourbier, Carole
    Yang, Youfeng
    Qu, Jianhui
    Zeng, Zhen
    Wang, Chunping
    Chang, Xiujuan
    Chen, Yan
    Mishra, Alok
    Xu, Max
    Lee, Min-Jung
    Lee, Sunmin
    Trepel, Jane
    Linehan, W. Marston
    Wang, Xinwei
    Yang, Yongping
    Neckers, Len
    HEPATOLOGY, 2015, 62 (04) : 1122 - 1131
  • [45] Therapeutic targeting of alternative splicing to inhibit hepatocellular carcinoma metastasis
    Lee, Yun-Han
    TRANSLATIONAL CANCER RESEARCH, 2022, 11 (11) : 3929 - 3931
  • [46] Prognostic alternative splicing signature reveals the landscape of immune infiltration in Pancreatic Cancer
    Wang, Lin
    Bi, Jia
    Li, Xueping
    Wei, Minjie
    He, Miao
    Zhao, Lin
    JOURNAL OF CANCER, 2020, 11 (22): : 6530 - 6544
  • [47] Systematic profiling of alternative splicing signature reveals prognostic predictor for prostate cancer
    Zhao, Jiyu
    Chang, Luchen
    Gu, Xianen
    Liu, Jia
    Sun, Bei
    Wei, Xi
    CANCER SCIENCE, 2020, 111 (08) : 3020 - 3031
  • [48] Systematic profiling of alternative splicing signature reveals prognostic predictor for cervical cancer
    Yue-Xin Hu
    Ming-Jun Zheng
    Wen-Chao Zhang
    Xiao Li
    Rui Gou
    Xin Nie
    Qing Liu
    Ying-Ying Hao
    Juan-Juan Liu
    Bei Lin
    Journal of Translational Medicine, 17
  • [49] Systematic profiling of alternative splicing signature reveals prognostic predictor for cervical cancer
    Hu, Yue-Xin
    Zheng, Ming-Jun
    Zhang, Wen-Chao
    Li, Xiao
    Gou, Rui
    Nie, Xin
    Liu, Qing
    Hao, Ying-Ying
    Liu, Juan-Juan
    Lin, Bei
    JOURNAL OF TRANSLATIONAL MEDICINE, 2019, 17 (01)
  • [50] Systematic profiling of alternative splicing signature reveals prognostic predictor for ovarian cancer
    Zhu, Junyong
    Chen, Zuhua
    Yong, Lei
    GYNECOLOGIC ONCOLOGY, 2018, 148 (02) : 368 - 374