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


Journal

Clinical epigenetics
ISSN: 1868-7083
Titre abrégé: Clin Epigenetics
Pays: Germany
ID NLM: 101516977

Informations de publication

Date de publication:
06 03 2021
Historique:
received: 24 08 2020
accepted: 10 02 2021
entrez: 7 3 2021
pubmed: 8 3 2021
medline: 15 12 2021
Statut: epublish

Résumé

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. 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. 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.

Sections du résumé

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.

Identifiants

pubmed: 33676569
doi: 10.1186/s13148-021-01026-4
pii: 10.1186/s13148-021-01026-4
pmc: PMC7936435
doi:

Substances chimiques

Antineoplastic Agents 0
Biomarkers, Pharmacological 0
DNA-Binding Proteins 0
F-Box Proteins 0
Histocompatibility Antigens 0
Repressor Proteins 0
ZBTB38 protein, human 0
Dioxygenases EC 1.13.11.-
Jumonji Domain-Containing Histone Demethylases EC 1.14.11.-
KDM2A protein, human EC 1.14.11.27
DNA (Cytosine-5-)-Methyltransferase 1 EC 2.1.1.37
DNMT1 protein, human EC 2.1.1.37
EHMT2 protein, human EC 2.1.1.43
EZH2 protein, human EC 2.1.1.43
Enhancer of Zeste Homolog 2 Protein EC 2.1.1.43
Histone-Lysine N-Methyltransferase EC 2.1.1.43
SETDB1 protein, human EC 2.1.1.43
APOBEC-3G Deaminase EC 3.5.4.5
APOBEC3G protein, human EC 3.5.4.5

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

49

Subventions

Organisme : Intramural NIH HHS
ID : Z01 BC006150
Pays : United States

Références

Cancer Discov. 2019 Feb;9(2):248-263
pubmed: 30373917
Nature. 2019 May;569(7757):503-508
pubmed: 31068700
Oncogene. 2012 Oct 18;31(42):4567-76
pubmed: 22249249
Cancer Sci. 2016 Dec;107(12):1755-1766
pubmed: 27627196
Front Oncol. 2013 Oct 09;3:261
pubmed: 24130964
Oncogene. 2003 Oct 20;22(47):7265-79
pubmed: 14576837
J Cell Biochem. 2006 Mar 1;97(4):690-7
pubmed: 16365875
Br J Haematol. 2010 Nov;151(4):327-35
pubmed: 20813009
Cell Rep. 2020 Oct 20;33(3):108296
pubmed: 33086069
Mol Cancer Res. 2020 Jul;18(7):1004-1017
pubmed: 32238439
Nat Rev Mol Cell Biol. 2015 Sep;16(9):519-32
pubmed: 26296162
Genes Cancer. 2015 Jan;6(1-2):38-48
pubmed: 25821560
Sci Signal. 2011 Jan 25;4(157):pe3
pubmed: 21266713
Oncol Lett. 2020 Apr;19(4):2773-2784
pubmed: 32218830
Cell Rep. 2017 Aug 22;20(8):1936-1949
pubmed: 28834755
Nat Rev Genet. 2013 Aug;14(8):585-94
pubmed: 23817309
Nature. 2012 Mar 28;483(7391):603-7
pubmed: 22460905
Nat Rev Genet. 2010 Mar;11(3):204-20
pubmed: 20142834
Br J Cancer. 2018 Jun;118(12):1617-1627
pubmed: 29867225
Front Immunol. 2020 Apr 28;11:615
pubmed: 32411126
Eur J Hum Genet. 2002 Jan;10(1):6-16
pubmed: 11896451
Cell Res. 2011 Dec;21(12):1723-39
pubmed: 22064703
Cell Rep. 2016 Apr 5;15(1):77-85
pubmed: 27052169
Clin Transl Sci. 2021 Jan;14(1):137-142
pubmed: 32905646
Crit Rev Biochem Mol Biol. 2013 Nov-Dec;48(6):575-608
pubmed: 24088064
Genes (Basel). 2018 Dec 13;9(12):
pubmed: 30551670
Biochem Biophys Res Commun. 2012 Apr 6;420(2):325-30
pubmed: 22425986
PLoS One. 2015 Sep 18;10(9):e0137509
pubmed: 26383849
Nucleic Acids Res. 2003 May 1;31(9):2305-12
pubmed: 12711675
J Biol Chem. 2006 Jul 14;281(28):19489-500
pubmed: 16682412
Epigenetics. 2014 Jun;9(6):896-909
pubmed: 24699858
Cell Mol Life Sci. 2014 Oct;71(20):3951-67
pubmed: 24947324
Cell Stem Cell. 2018 Nov 1;23(5):727-741.e9
pubmed: 30220521
Mutat Res. 2013 Mar-Apr;743-744:12-25
pubmed: 23195996
Nucleic Acids Res. 2015 Jan;43(Database issue):D789-98
pubmed: 25428349
J Thorac Oncol. 2020 May;15(5):777-791
pubmed: 32068166
J Exp Med. 2018 May 7;215(5):1287-1299
pubmed: 29622565
Trends Genet. 2014 Oct;30(10):464-74
pubmed: 25132561
Cell Stem Cell. 2010 Sep 3;7(3):299-313
pubmed: 20804967
J Biomol Tech. 2018 Jul;29(2):25-38
pubmed: 29805321
Cancer Lett. 2017 May 28;394:76-87
pubmed: 28254412
Expert Opin Ther Pat. 2012 Dec;22(12):1427-42
pubmed: 23033952
Hum Genomics. 2011 Oct;5(6):709-17
pubmed: 22155609
Clin Epigenetics. 2013 Jun 28;5(1):9
pubmed: 23809695
Nat Rev Mol Cell Biol. 2004 Feb;5(2):148-57
pubmed: 15040447
Cell. 2013 Apr 11;153(2):480-92
pubmed: 23582333
Am J Pathol. 2017 Oct;187(10):2163-2174
pubmed: 28734945
J Interferon Cytokine Res. 2017 May;37(5):198-206
pubmed: 28475463
Nat Clin Pract Oncol. 2005 Dec;2 Suppl 1:S4-11
pubmed: 16341240
Nat Rev Genet. 2013 Nov;14(11):765-80
pubmed: 24105274
PLoS One. 2017 Sep 20;12(9):e0183774
pubmed: 28931009
J Cell Biochem. 2011 Oct;112(10):3044-53
pubmed: 21678477
Biomark Res. 2018 Mar 9;6:10
pubmed: 29556394
PLoS One. 2012;7(11):e49462
pubmed: 23145177
PLoS One. 2011;6(12):e29450
pubmed: 22216282
Mol Cancer Ther. 2010 May;9(5):1451-60
pubmed: 20442306
Chem Rev. 2014 Apr 23;114(8):4602-20
pubmed: 24580634
Nat Rev Genet. 2011 Jul 12;12(8):529-41
pubmed: 21747404
Nat Rev Genet. 2012 Oct;13(10):679-92
pubmed: 22945394
Nature. 2016 May 18;533(7603):333-7
pubmed: 27193678
Nucleic Acids Res. 2021 Jan 8;49(D1):D1083-D1093
pubmed: 33196823
Cancer Discov. 2019 May;9(5):646-661
pubmed: 30777870
PLoS One. 2014 May 28;9(5):e98419
pubmed: 24871302
Dev Cell. 2013 Jan 14;24(1):1-12
pubmed: 23328396
Genes Cancer. 2013 May;4(5-6):235-41
pubmed: 24069510
Trends Cancer. 2017 Jan;3(1):39-55
pubmed: 28303264
Anticancer Res. 2006 Sep-Oct;26(5B):3633-43
pubmed: 17094378
Drug Discov Today Technol. 2016 Mar;19:45-50
pubmed: 27769357
Chem Biol. 2015 Sep 17;22(9):1174-84
pubmed: 26320862
Cancer Manag Res. 2010 Nov 19;2:293-301
pubmed: 21301589
Neuropsychopharmacology. 2013 Jan;38(1):23-38
pubmed: 22781841
Front Immunol. 2014 Dec 18;5:642
pubmed: 25566255
EMBO Rep. 2011 Jul 01;12(7):647-56
pubmed: 21660058
Br J Cancer. 2015 Jan 20;112(2):232-7
pubmed: 25290089
Surgery. 2002 Aug;132(2):232-8
pubmed: 12219017
Nat Commun. 2019 Sep 19;10(1):4278
pubmed: 31537801
Nature. 2019 Sep;573(7773):281-286
pubmed: 31485078
Discov Med. 2016 Jan;21(113):65-74
pubmed: 26896604
Nat Rev Cancer. 2006 Oct;6(10):813-23
pubmed: 16990858
Cancer Res. 1995 Oct 15;55(20):4525-30
pubmed: 7553621
Oncoimmunology. 2020 Jun 16;9(1):1777624
pubmed: 32934881
Nat Chem Biol. 2013 May;9(5):300-6
pubmed: 23455543
Cancer Biol Ther. 2009 May;8(10):939-50
pubmed: 19279403
Nature. 2017 Sep 28;549(7673):543-547
pubmed: 28959968
J Exp Med. 2016 Jul 25;213(8):1459-77
pubmed: 27401345
Neurotox Res. 2015 Jan;27(1):84-97
pubmed: 25362550
Cancer Genet. 2019 Sep;237:19-38
pubmed: 31447063
Trends Cell Biol. 2012 Apr;22(4):220-7
pubmed: 22341196
Cancer Cell. 2017 Feb 13;31(2):286-299
pubmed: 28196596
Chemotherapy (Los Angel). 2013 Jun 5;2(111):
pubmed: 25243102
Clin Epigenetics. 2020 Jun 25;12(1):93
pubmed: 32586373
J Neuroinflammation. 2018 Jul 6;15(1):199
pubmed: 29980212
Genes Dis. 2016 May 11;3(3):198-210
pubmed: 30258889
Biochim Biophys Acta. 2007 Jan;1775(1):138-62
pubmed: 17045745
Cell. 2013 Mar 28;153(1):38-55
pubmed: 23540689
Oncogene. 2015 Nov 26;34(48):5869-78
pubmed: 25746006
Nature. 2017 Sep 20;549(7673):548-552
pubmed: 28959974
Am J Transl Res. 2011 Feb;3(2):166-79
pubmed: 21416059
Nat Rev Immunol. 2018 May;18(5):309-324
pubmed: 29379212
Mol Cell Biol. 2011 Dec;31(23):4720-34
pubmed: 21947282
Elife. 2012 Dec 18;1:e00205
pubmed: 23256043
Neuro Oncol. 2014 Jan;16(2):191-203
pubmed: 24305710
Biochem J. 2010 Apr 14;427(3):489-97
pubmed: 20192920
Transl Lung Cancer Res. 2018 Feb;7(1):50-68
pubmed: 29535912
Anticancer Drugs. 2014 Sep;25(8):938-49
pubmed: 24800886
J Natl Cancer Inst. 2016 May 31;108(10):
pubmed: 27247353
Cancer Discov. 2019 Jun;9(6):722-737
pubmed: 31015319
Ann Oncol. 2013 Nov;24(11):2813-8
pubmed: 24114859
Cancer Res. 2017 Feb 1;77(3):601-612
pubmed: 27923837
Cancer Res. 2007 Mar 1;67(5):2226-38
pubmed: 17332353
Bioinformatics. 2012 Mar 1;28(5):729-30
pubmed: 22253290
Nature. 2012 Mar 28;483(7391):570-5
pubmed: 22460902
Carcinogenesis. 2013 Nov;34(11):2435-42
pubmed: 23929436
Cell. 2017 Jul 27;170(3):564-576.e16
pubmed: 28753430
Proc Natl Acad Sci U S A. 2019 Sep 24;116(39):19609-19618
pubmed: 31484774
Cancer J. 2011 Jan-Feb;17(1):49-56
pubmed: 21263267
Nucleic Acids Res. 2004 Jun 30;32(11):3456-61
pubmed: 15229293
J Clin Oncol. 2004 Nov 15;22(22):4632-42
pubmed: 15542813
Nat Rev Cancer. 2014 Nov;14(11):747-53
pubmed: 25253389
iScience. 2018 Dec 21;10:247-264
pubmed: 30553813
Signal Transduct Target Ther. 2019 Dec 17;4:62
pubmed: 31871779
Mol Cell Biol. 1999 Dec;19(12):8686-93
pubmed: 10567591
Nat Med. 2011 Mar;17(3):291-3
pubmed: 21383741
Pharmacol Rev. 2012 Jul;64(3):706-21
pubmed: 22659329
Nature. 2015 Dec 3;528(7580):84-7
pubmed: 26570998
Science. 2020 Jun 26;368(6498):1454-1459
pubmed: 32409525
Oncotarget. 2017 Nov 30;8(69):114371-114392
pubmed: 29371993
PLoS One. 2013;8(1):e53880
pubmed: 23326524
Nat Rev Cancer. 2003 Dec;3(12):912-20
pubmed: 14740638
Int J Mol Sci. 2019 May 11;20(9):
pubmed: 31083564
J Neurooncol. 2018 Feb;136(3):463-474
pubmed: 29168083
Drug Metab Rev. 2015 May;47(2):252-79
pubmed: 25566693
Annu Rev Biochem. 2014;83:585-614
pubmed: 24905787
Int J Clin Exp Pathol. 2015 Jan 01;8(1):702-10
pubmed: 25755764
Int J Mol Sci. 2017 Jul 01;18(7):
pubmed: 28671573
F1000Res. 2016 Sep 16;5:2333
pubmed: 28928933
PLoS One. 2011;6(10):e26760
pubmed: 22046346
Mol Cell Biol. 2011 Oct;31(19):4119-28
pubmed: 21791605
Pharmacol Ther. 2018 Aug;188:45-79
pubmed: 29454856
Nat Chem Biol. 2013 May;9(5):293-4
pubmed: 23594782
Chem Rev. 2016 Oct 26;116(20):12688-12710
pubmed: 27585283
J Biol Chem. 2004 Jun 25;279(26):27816-23
pubmed: 15105426
Nucleic Acids Res. 2017 Feb 28;45(4):e22
pubmed: 27924034
Cell. 2016 Jul 28;166(3):740-754
pubmed: 27397505

Auteurs

Suleyman Vural (S)

Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA.

Alida Palmisano (A)

Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA.
General Dynamics Information Technology (GDIT), 3150 Fairview Park Drive, Falls Church, VA, 22042, USA.

William C Reinhold (WC)

Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA.

Yves Pommier (Y)

Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA.

Beverly A Teicher (BA)

Molecular Pharmacology Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, 20892, USA.

Julia Krushkal (J)

Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA. julia.krushkal@nih.gov.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH