Genome-wide identification of pan-cancer common and cancer-specific alternative splicing events in 9 types of cancer

被引:1
作者
Li, Kun [1 ]
Cheng, Chao [3 ,4 ]
Piao, Qianling [1 ]
Zhao, Qi [2 ]
Yi, Jingwen [2 ]
Bao, Yongli [1 ]
Liu, Lei [1 ]
Sun, Luguo [1 ,2 ]
机构
[1] Northeast Normal Univ, Natl Engn Lab Druggable Gene & Prot Screening, Changchun, Peoples R China
[2] Northeast Normal Univ, NMPA Key Lab Qual Control Cell & Gene Therapy Med, Changchun, Peoples R China
[3] ABLife BioBigData Inst, Wuhan, Peoples R China
[4] Wuhan Ruixing Biotechnol Co Ltd, Ctr Genome Anal, Wuhan, Peoples R China
关键词
Alternative splicing; Cancer; RNA-seq; Spliceosome factors; MESSENGER-RNA; IMPACT;
D O I
10.1016/j.ygeno.2024.110917
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Alternative splicing (AS) has significant clinical relevance with cancers and is a potential source of neoepitopes. In this study, RNA-seq data of 94 solid tumor and matched adjacent normal tissues from 47 clinical patients covering nine cancer types were comprehensively analyzed using SUVA developed by ourselves. The results identified highly conserved pan-cancer differential alternative splicing (DAS) events and cancer-specific DAS events in a series of tumor samples, which in turn revealed the heterogeneity of AS post-transcriptional regulation across different cancers. The co-disturbed network between spliceosome factors (SFs) and common cancerassociated DAS was further constructed, suggesting the potential possibility of the regulation of differentially expressed SFs on DAS. Finally, the common cancer-associated DAS events were fully validated using the TCGA dataset, confirming the significant correlation between cancer-associated DAS and prognosis. Briefly, our study elucidates new insights into conservatived and specific DAS in cancer, providing valuable resources for cancer therapeutic targets.
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页数:9
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共 26 条
  • [1] Targeting splicing abnormalities in cancer
    Agrawal, Anant A.
    Yu, Lihua
    Smith, Peter G.
    Buonamici, Silvia
    [J]. CURRENT OPINION IN GENETICS & DEVELOPMENT, 2018, 48 : 67 - 74
  • [2] Position-dependent activity of CELF2 in the regulation of splicing and implications for signal-responsive regulation in T cells
    Ajith, Sandya
    Gazzara, Matthew R.
    Cole, Brian S.
    Shankarling, Ganesh
    Martinez, Nicole M.
    Mallory, Michael J.
    Lynch, Kristen W.
    [J]. RNA BIOLOGY, 2016, 13 (06) : 569 - 581
  • [3] Roles and mechanisms of alternative splicing in cancer - implications for care
    Bonnal, Sophie C.
    Lopez-Oreja, Irene
    Valcarcel, Juan
    [J]. NATURE REVIEWS CLINICAL ONCOLOGY, 2020, 17 (08) : 457 - 474
  • [4] Targeted RNA-Seq profiling of splicing pattern in the DMD gene: exons are mostly constitutively spliced in human skeletal muscle
    Bouge, Anne-Laure
    Murauer, Eva
    Beyne, Emmanuelle
    Miro, Julie
    Varilh, Jessica
    Taulan, Magali
    Koenig, Michel
    Claustres, Mireille
    Tuffery-Giraud, Sylvie
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [5] Upstream analysis of alternative splicing: a review of computational approaches to predict context-dependent splicing factors
    Carazo, Fernando
    Romero, Juan P.
    Rubio, Angel
    [J]. BRIEFINGS IN BIOINFORMATICS, 2019, 20 (04) : 1358 - 1375
  • [6] SUVA: splicing site usage variation analysis from RNA-seq data reveals highly conserved complex splicing biomarkers in liver cancer
    Cheng, Chao
    Liu, Lei
    Bao, Yongli
    Yi, Jingwen
    Quan, Weili
    Xue, Yaqiang
    Sun, Luguo
    Zhang, Yi
    [J]. RNA BIOLOGY, 2021, 18 : 157 - 171
  • [7] The Functional Impact of Alternative Splicing in Cancer
    Climente-Gonzalez, Hector
    Porta-Pardo, Eduard
    Godzik, Adam
    Eyras, Eduardo
    [J]. CELL REPORTS, 2017, 20 (09): : 2215 - 2226
  • [8] Splicing and cancer: Challenges and opportunities
    Coltri, Patricia P.
    dos Santos, Maria G. P.
    da Silva, Guilherme H. G.
    [J]. WILEY INTERDISCIPLINARY REVIEWS-RNA, 2019, 10 (03)
  • [9] Splicing program of human MENA produces a previously undescribed isoform associated with invasive, mesenchymal-like breast tumors
    Di Modugno, Francesca
    Iapicca, Pierluigi
    Boudreau, Aaron
    Mottolese, Marcella
    Terrenato, Irene
    Perracchio, Letizia
    Carstens, Russ P.
    Santoni, Angela
    Bissell, Mina J.
    Nistico, Paola
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (47) : 19280 - 19285
  • [10] Pro-metastatic splicing of Ron proto-oncogene mRNA can be reversed: Therapeutic potential of bifunctional oligonucleotides and indole derivatives
    Ghigna, Claudia
    De Toledo, Marion
    Bonomi, Serena
    Valacca, Cristina
    Gallo, Stefania
    Apicella, Maria
    Eperon, Ian
    Tazi, Jamal
    Biamonti, Giuseppe
    [J]. RNA BIOLOGY, 2010, 7 (04) : 495 - 503