Literature DB >> 35134107

Deciphering the etiology and role in oncogenic transformation of the CpG island methylator phenotype: a pan-cancer analysis.

Josephine Yates1, Valentina Boeva1,2,3.   

Abstract

Numerous cancer types have shown to present hypermethylation of CpG islands, also known as a CpG island methylator phenotype (CIMP), often associated with survival variation. Despite extensive research on CIMP, the etiology of this variability remains elusive, possibly due to lack of consistency in defining CIMP. In this work, we utilize a pan-cancer approach to further explore CIMP, focusing on 26 cancer types profiled in the Cancer Genome Atlas (TCGA). We defined CIMP systematically and agnostically, discarding any effects associated with age, gender or tumor purity. We then clustered samples based on their most variable DNA methylation values and analyzed resulting patient groups. Our results confirmed the existence of CIMP in 19 cancers, including gliomas and colorectal cancer. We further showed that CIMP was associated with survival differences in eight cancer types and, in five, represented a prognostic biomarker independent of clinical factors. By analyzing genetic and transcriptomic data, we further uncovered potential drivers of CIMP and classified them in four categories: mutations in genes directly involved in DNA demethylation; mutations in histone methyltransferases; mutations in genes not involved in methylation turnover, such as KRAS and BRAF; and microsatellite instability. Among the 19 CIMP-positive cancers, very few shared potential driver events, and those drivers were only IDH1 and SETD2 mutations. Finally, we found that CIMP was strongly correlated with tumor microenvironment characteristics, such as lymphocyte infiltration. Overall, our results indicate that CIMP does not exhibit a pan-cancer manifestation; rather, general dysregulation of CpG DNA methylation is caused by heterogeneous mechanisms.
© The Author(s) 2022. Published by Oxford University Press.

Entities:  

Keywords:  CIMP; CpG island methylator phenotype; DNA methylation; cancer; genomic drivers; prognosis

Mesh:

Year:  2022        PMID: 35134107      PMCID: PMC8921629          DOI: 10.1093/bib/bbab610

Source DB:  PubMed          Journal:  Brief Bioinform        ISSN: 1467-5463            Impact factor:   11.622


  100 in total

1.  DNA methylation of multiple promoter-associated CpG islands in adult acute lymphocytic leukemia.

Authors:  Guillermo Garcia-Manero; Jerry Daniel; Terry L Smith; Steven M Kornblau; Ming-Sheng Lee; Hagop M Kantarjian; Jean-Pierre J Issa
Journal:  Clin Cancer Res       Date:  2002-07       Impact factor: 12.531

Review 2.  DNA methylation and human disease.

Authors:  Keith D Robertson
Journal:  Nat Rev Genet       Date:  2005-08       Impact factor: 53.242

Review 3.  Linking DNA methylation and histone modification: patterns and paradigms.

Authors:  Howard Cedar; Yehudit Bergman
Journal:  Nat Rev Genet       Date:  2009-05       Impact factor: 53.242

4.  debCAM: a bioconductor R package for fully unsupervised deconvolution of complex tissues.

Authors:  Lulu Chen; Chiung-Ting Wu; Niya Wang; David M Herrington; Robert Clarke; Yue Wang
Journal:  Bioinformatics       Date:  2020-06-01       Impact factor: 6.937

5.  Pan-Cancer Landscape of Aberrant DNA Methylation across Human Tumors.

Authors:  Sadegh Saghafinia; Marco Mina; Nicolo Riggi; Douglas Hanahan; Giovanni Ciriello
Journal:  Cell Rep       Date:  2018-10-23       Impact factor: 9.423

6.  The Immune Landscape of Cancer.

Authors:  Vésteinn Thorsson; David L Gibbs; Scott D Brown; Denise Wolf; Dante S Bortone; Tai-Hsien Ou Yang; Eduard Porta-Pardo; Galen F Gao; Christopher L Plaisier; James A Eddy; Elad Ziv; Aedin C Culhane; Evan O Paull; I K Ashok Sivakumar; Andrew J Gentles; Raunaq Malhotra; Farshad Farshidfar; Antonio Colaprico; Joel S Parker; Lisle E Mose; Nam Sy Vo; Jianfang Liu; Yuexin Liu; Janet Rader; Varsha Dhankani; Sheila M Reynolds; Reanne Bowlby; Andrea Califano; Andrew D Cherniack; Dimitris Anastassiou; Davide Bedognetti; Younes Mokrab; Aaron M Newman; Arvind Rao; Ken Chen; Alexander Krasnitz; Hai Hu; Tathiane M Malta; Houtan Noushmehr; Chandra Sekhar Pedamallu; Susan Bullman; Akinyemi I Ojesina; Andrew Lamb; Wanding Zhou; Hui Shen; Toni K Choueiri; John N Weinstein; Justin Guinney; Joel Saltz; Robert A Holt; Charles S Rabkin; Alexander J Lazar; Jonathan S Serody; Elizabeth G Demicco; Mary L Disis; Benjamin G Vincent; Ilya Shmulevich
Journal:  Immunity       Date:  2018-04-05       Impact factor: 43.474

7.  Mutant IDH1 regulates the tumor-associated immune system in gliomas.

Authors:  Nduka M Amankulor; Youngmi Kim; Sonali Arora; Julia Kargl; Frank Szulzewsky; Mark Hanke; Daciana H Margineantu; Aparna Rao; Hamid Bolouri; Jeff Delrow; David Hockenbery; A McGarry Houghton; Eric C Holland
Journal:  Genes Dev       Date:  2017-05-02       Impact factor: 11.361

8.  Integrative analysis of DNA methylation and gene expression identified cervical cancer-specific diagnostic biomarkers.

Authors:  Wanxue Xu; Mengyao Xu; Longlong Wang; Wei Zhou; Rong Xiang; Yi Shi; Yunshan Zhang; Yongjun Piao
Journal:  Signal Transduct Target Ther       Date:  2019-12-13

9.  Reference-free deconvolution, visualization and interpretation of complex DNA methylation data using DecompPipeline, MeDeCom and FactorViz.

Authors:  Michael Scherer; Petr V Nazarov; Reka Toth; Shashwat Sahay; Tony Kaoma; Valentin Maurer; Nikita Vedeneev; Christoph Plass; Thomas Lengauer; Jörn Walter; Pavlo Lutsik
Journal:  Nat Protoc       Date:  2020-09-25       Impact factor: 13.491

10.  DNA methylation subgroups in melanoma are associated with proliferative and immunological processes.

Authors:  Martin Lauss; Markus Ringnér; Anna Karlsson; Katja Harbst; Christian Busch; Jürgen Geisler; Per Eystein Lønning; Johan Staaf; Göran Jönsson
Journal:  BMC Med Genomics       Date:  2015-11-06       Impact factor: 3.063

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