Cargando…

Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines

BACKGROUND: Altered DNA methylation patterns play important roles in cancer development and progression. We examined whether expression levels of genes directly or indirectly involved in DNA methylation and demethylation may be associated with response of cancer cell lines to chemotherapy treatment...

Descripción completa

Detalles Bibliográficos
Autores principales: Vural, Suleyman, Palmisano, Alida, Reinhold, William C., Pommier, Yves, Teicher, Beverly A., Krushkal, Julia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7936435/
https://www.ncbi.nlm.nih.gov/pubmed/33676569
http://dx.doi.org/10.1186/s13148-021-01026-4
_version_ 1783661190221660160
author Vural, Suleyman
Palmisano, Alida
Reinhold, William C.
Pommier, Yves
Teicher, Beverly A.
Krushkal, Julia
author_facet Vural, Suleyman
Palmisano, Alida
Reinhold, William C.
Pommier, Yves
Teicher, Beverly A.
Krushkal, Julia
author_sort Vural, Suleyman
collection PubMed
description BACKGROUND: Altered DNA methylation patterns play important roles in cancer development and progression. We examined whether expression levels of genes directly or indirectly involved in DNA methylation and demethylation may be associated with response of cancer cell lines to chemotherapy treatment with a variety of antitumor agents. RESULTS: We analyzed 72 genes encoding epigenetic factors directly or indirectly involved in DNA methylation and demethylation processes. We examined association of their pretreatment expression levels with methylation beta-values of individual DNA methylation probes, DNA methylation averaged within gene regions, and average epigenome-wide methylation levels. We analyzed data from 645 cancer cell lines and 23 cancer types from the Cancer Cell Line Encyclopedia and Genomics of Drug Sensitivity in Cancer datasets. We observed numerous correlations between expression of genes encoding epigenetic factors and response to chemotherapeutic agents. Expression of genes encoding a variety of epigenetic factors, including KDM2B, DNMT1, EHMT2, SETDB1, EZH2, APOBEC3G, and other genes, was correlated with response to multiple agents. DNA methylation of numerous target probes and gene regions was associated with expression of multiple genes encoding epigenetic factors, underscoring complex regulation of epigenome methylation by multiple intersecting molecular pathways. The genes whose expression was associated with methylation of multiple epigenome targets encode DNA methyltransferases, TET DNA methylcytosine dioxygenases, the methylated DNA-binding protein ZBTB38, KDM2B, SETDB1, and other molecular factors which are involved in diverse epigenetic processes affecting DNA methylation. While baseline DNA methylation of numerous epigenome targets was correlated with cell line response to antitumor agents, the complex relationships between the overlapping effects of each epigenetic factor on methylation of specific targets and the importance of such influences in tumor response to individual agents require further investigation. CONCLUSIONS: Expression of multiple genes encoding epigenetic factors is associated with drug response and with DNA methylation of numerous epigenome targets that may affect response to therapeutic agents. Our findings suggest complex and interconnected pathways regulating DNA methylation in the epigenome, which may both directly and indirectly affect response to chemotherapy.
format Online
Article
Text
id pubmed-7936435
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-79364352021-03-08 Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines Vural, Suleyman Palmisano, Alida Reinhold, William C. Pommier, Yves Teicher, Beverly A. Krushkal, Julia Clin Epigenetics Research BACKGROUND: Altered DNA methylation patterns play important roles in cancer development and progression. We examined whether expression levels of genes directly or indirectly involved in DNA methylation and demethylation may be associated with response of cancer cell lines to chemotherapy treatment with a variety of antitumor agents. RESULTS: We analyzed 72 genes encoding epigenetic factors directly or indirectly involved in DNA methylation and demethylation processes. We examined association of their pretreatment expression levels with methylation beta-values of individual DNA methylation probes, DNA methylation averaged within gene regions, and average epigenome-wide methylation levels. We analyzed data from 645 cancer cell lines and 23 cancer types from the Cancer Cell Line Encyclopedia and Genomics of Drug Sensitivity in Cancer datasets. We observed numerous correlations between expression of genes encoding epigenetic factors and response to chemotherapeutic agents. Expression of genes encoding a variety of epigenetic factors, including KDM2B, DNMT1, EHMT2, SETDB1, EZH2, APOBEC3G, and other genes, was correlated with response to multiple agents. DNA methylation of numerous target probes and gene regions was associated with expression of multiple genes encoding epigenetic factors, underscoring complex regulation of epigenome methylation by multiple intersecting molecular pathways. The genes whose expression was associated with methylation of multiple epigenome targets encode DNA methyltransferases, TET DNA methylcytosine dioxygenases, the methylated DNA-binding protein ZBTB38, KDM2B, SETDB1, and other molecular factors which are involved in diverse epigenetic processes affecting DNA methylation. While baseline DNA methylation of numerous epigenome targets was correlated with cell line response to antitumor agents, the complex relationships between the overlapping effects of each epigenetic factor on methylation of specific targets and the importance of such influences in tumor response to individual agents require further investigation. CONCLUSIONS: Expression of multiple genes encoding epigenetic factors is associated with drug response and with DNA methylation of numerous epigenome targets that may affect response to therapeutic agents. Our findings suggest complex and interconnected pathways regulating DNA methylation in the epigenome, which may both directly and indirectly affect response to chemotherapy. BioMed Central 2021-03-06 /pmc/articles/PMC7936435/ /pubmed/33676569 http://dx.doi.org/10.1186/s13148-021-01026-4 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Vural, Suleyman
Palmisano, Alida
Reinhold, William C.
Pommier, Yves
Teicher, Beverly A.
Krushkal, Julia
Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title_full Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title_fullStr Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title_full_unstemmed Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title_short Association of expression of epigenetic molecular factors with DNA methylation and sensitivity to chemotherapeutic agents in cancer cell lines
title_sort association of expression of epigenetic molecular factors with dna methylation and sensitivity to chemotherapeutic agents in cancer cell lines
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7936435/
https://www.ncbi.nlm.nih.gov/pubmed/33676569
http://dx.doi.org/10.1186/s13148-021-01026-4
work_keys_str_mv AT vuralsuleyman associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines
AT palmisanoalida associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines
AT reinholdwilliamc associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines
AT pommieryves associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines
AT teicherbeverlya associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines
AT krushkaljulia associationofexpressionofepigeneticmolecularfactorswithdnamethylationandsensitivitytochemotherapeuticagentsincancercelllines