Comprehensive characterization of clonality of driver genes revealing their clinical relevance in colorectal cancer

被引:8
作者
Shi, Jian [1 ,2 ]
Wang, Li [1 ]
Yin, Xiangzhe [1 ]
Wang, Lixia [1 ]
Bo, Lin [1 ]
Liu, Kailai [1 ]
Feng, Ke [1 ]
Lin, Shihua [1 ]
Xu, Yanjun [1 ]
Ning, Shangwei [1 ]
Zhao, Hongying [1 ]
机构
[1] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin 150081, Peoples R China
[2] Sun Yat Sen Univ, Precis Med Inst, Affiliated Hosp 1, Guangzhou, Peoples R China
基金
中国博士后科学基金;
关键词
Subclonal mutation; Clonal mutation; Prognostic biomarkers; Driver genes; Immune evasion; Colorectal cancer; EVOLUTION; HETEROGENEITY; MUTATIONS; EXPRESSION; LANDSCAPE; IMPACT; IL4I1;
D O I
10.1186/s12967-022-03529-x
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
100103 [病原生物学]; 100218 [急诊医学];
摘要
Background Genomic studies of colorectal cancer have revealed the complex genomic heterogeneity of the tumor. The acquisition and selection of genomic alterations may be critical to understanding the initiation and progression of this disease. Methods In this study, we have systematically characterized the clonal architecture of 97 driver genes in 536 colorectal cancer patients from TCGA. Results A high proportion of clonal mutations in 93 driver genes were observed. 40 genes showed significant associations between their clonality and multiple clinicopathologic factors. Kaplan-Meier analysis suggested that the mutation clonality of ANK1, CASP8, SMAD2, and ARID1A had a significant impact on the CRC patients' outcomes. Multivariable analysis revealed that subclonal ANK1 mutations, clonal CASP8 mutations, and clonal SMAD2 mutations independently predicted for shorter overall survival after adjusting for clinicopathological factors. The poor outcome of the subclonal ANK1 mutation may be caused by upregulation of IL4I1, IDO1, IFNG and MAPK12 which showed potential roles in tumor immune evasion through accumulation of immunosuppressive cells such as regulatory T cells and myeloid derived suppressor cells. Conclusion These results suggested that the clonality of driver genes could act as prognostic markers and potential therapeutic targets in human colorectal cancer.
引用
收藏
页数:15
相关论文
共 38 条
[1]
Albitar Maher, 2018, Oncotarget, V9, P13682, DOI [10.18632/oncotarget.24455, 10.18632/oncotarget.24455]
[2]
Baneshi MR, 2012, IRAN J PUBLIC HEALTH, V41, P110
[3]
The causes and consequences of genetic heterogeneity in cancer evolution [J].
Burrell, Rebecca A. ;
McGranahan, Nicholas ;
Bartek, Jiri ;
Swanton, Charles .
NATURE, 2013, 501 (7467) :338-345
[4]
Absolute quantification of somatic DNA alterations in human cancer [J].
Carter, Scott L. ;
Cibulskis, Kristian ;
Helman, Elena ;
McKenna, Aaron ;
Shen, Hui ;
Zack, Travis ;
Laird, Peter W. ;
Onofrio, Robert C. ;
Winckler, Wendy ;
Weir, Barbara A. ;
Beroukhim, Rameen ;
Pellman, David ;
Levine, Douglas A. ;
Lander, Eric S. ;
Meyerson, Matthew ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2012, 30 (05) :413-+
[5]
TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data [J].
Colaprico, Antonio ;
Silva, Tiago C. ;
Olsen, Catharina ;
Garofano, Luciano ;
Cava, Claudia ;
Garolini, Davide ;
Sabedot, Thais S. ;
Malta, Tathiane M. ;
Pagnotta, Stefano M. ;
Castiglioni, Isabella ;
Ceccarelli, Michele ;
Bontempi, Gianluca ;
Noushmehr, Houtan .
NUCLEIC ACIDS RESEARCH, 2016, 44 (08) :e71
[6]
The immunosuppressive enzyme IL4I1 promotes FoxP3+ regulatory T lymphocyte differentiation [J].
Cousin, Celine ;
Aubatin, Aude ;
Le Gouvello, Sabine ;
Apetoh, Lionel ;
Castellano, Flavia ;
Molinier-Frenkel, Valerie .
EUROPEAN JOURNAL OF IMMUNOLOGY, 2015, 45 (06) :1772-1782
[7]
The evolutionary landscape of colorectal tumorigenesis [J].
Cross, William ;
Kovac, Michal ;
Mustonen, Ville ;
Temko, Daniel ;
Davis, Hayley ;
Baker, Ann-Marie ;
Biswas, Sujata ;
Arnold, Roland ;
Chegwidden, Laura ;
Gatenbee, Chandler ;
Anderson, Alexander R. ;
Koelzer, Viktor H. ;
Martinez, Pierre ;
Jiang, Xiaowei ;
Domingo, Enric ;
Woodcock, Dan J. ;
Feng, Yun ;
Kovacova, Monika ;
Maughan, Tim ;
Jansen, Marnix ;
Rodriguez-Justo, Manuel ;
Ashraf, Shazad ;
Guy, Richard ;
Cunningham, Christopher ;
East, James E. ;
Wedge, David C. ;
Wang, Lai Mun ;
Palles, Claire ;
Heinimann, Karl ;
Sottoriva, Andrea ;
Leedham, Simon J. ;
Graham, Trevor A. ;
Tomlinson, Ian P. M. .
NATURE ECOLOGY & EVOLUTION, 2018, 2 (10) :1661-1672
[8]
Aberrant Expression of MHC Class II in Melanoma Attracts Inflammatory Tumor-Specific CD4+ T-Cells, Which Dampen CD8+ T-cell Antitumor Reactivity [J].
Donia, Marco ;
Andersen, Rikke ;
Kjeldsen, Julie W. ;
Fagone, Paolo ;
Munir, Shamaila ;
Nicoletti, Ferdinando ;
Andersen, Mads Hald ;
Straten, Per Thor ;
Svane, Inge Marie .
CANCER RESEARCH, 2015, 75 (18) :3747-3759
[9]
Molecular Genetics of Colorectal Cancer [J].
Fearon, Eric R. .
ANNUAL REVIEW OF PATHOLOGY: MECHANISMS OF DISEASE, VOL 6, 2011, 6 :479-+
[10]
ROCplot.org: Validating predictive biomarkers of chemotherapy/hormonal therapy/anti-HER2 therapy using transcriptomic data of 3,104 breast cancer patients [J].
Fekete, Janos T. ;
Gyorffy, Balazs .
INTERNATIONAL JOURNAL OF CANCER, 2019, 145 (11) :3140-3151