Transcription factor expression repertoire basis for epigenetic and transcriptional subtypes of colorectal cancers.
DNA methylation
colorectal cancers
epigenetics
promoters enhancers
transcriptional subtypes
Journal
Proceedings of the National Academy of Sciences of the United States of America
ISSN: 1091-6490
Titre abrégé: Proc Natl Acad Sci U S A
Pays: United States
ID NLM: 7505876
Informations de publication
Date de publication:
08 2023
08 2023
Historique:
pmc-release:
24
01
2024
medline:
26
7
2023
pubmed:
24
7
2023
entrez:
24
7
2023
Statut:
ppublish
Résumé
Colorectal cancers (CRCs) form a heterogenous group classified into epigenetic and transcriptional subtypes. The basis for the epigenetic subtypes, exemplified by varying degrees of promoter DNA hypermethylation, and its relation to the transcriptional subtypes is not well understood. We link cancer-specific transcription factor (TF) expression alterations to methylation alterations near TF-binding sites at promoter and enhancer regions in CRCs and their premalignant precursor lesions to provide mechanistic insights into the origins and evolution of the CRC molecular subtypes. A gradient of TF expression changes forms a basis for the subtypes of abnormal DNA methylation, termed CpG-island promoter DNA methylation phenotypes (CIMPs), in CRCs and other cancers. CIMP is tightly correlated with cancer-specific hypermethylation at enhancers, which we term CpG-enhancer methylation phenotype (CEMP). Coordinated promoter and enhancer methylation appears to be driven by downregulation of TFs with common binding sites at the hypermethylated enhancers and promoters. The altered expression of TFs related to hypermethylator subtypes occurs early during CRC development, detectable in premalignant adenomas. TF-based profiling further identifies patients with worse overall survival. Importantly, altered expression of these TFs discriminates the transcriptome-based consensus molecular subtypes (CMS), thus providing a common basis for CIMP and CMS subtypes.
Identifiants
pubmed: 37487069
doi: 10.1073/pnas.2301536120
pmc: PMC10401032
doi:
Substances chimiques
Transcription Factors
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
e2301536120Subventions
Organisme : NCI NIH HHS
ID : R21CA212495
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01ES011858
Pays : United States
Organisme : NCI NIH HHS
ID : RO1CA229240
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA230995
Pays : United States
Organisme : NIA NIH HHS
ID : U01AG066101
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA230995
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA229240
Pays : United States
Références
BMC Bioinformatics. 2019 Apr 18;20(Suppl 4):119
pubmed: 30999858
N Engl J Med. 2020 Dec 3;383(23):2207-2218
pubmed: 33264544
Nucleic Acids Res. 2015 Apr 20;43(7):e47
pubmed: 25605792
Nat Med. 2013 May;19(5):614-8
pubmed: 23584090
Gastroenterology. 2020 Jun;158(8):2158-2168.e4
pubmed: 32088204
Nat Rev Cancer. 2011 Sep 23;11(10):726-34
pubmed: 21941284
Nucleic Acids Res. 2013 Sep;41(16):e155
pubmed: 23828043
Bioinformatics. 2012 Mar 15;28(6):882-3
pubmed: 22257669
Gastroenterology. 2005 Sep;129(3):1121-4
pubmed: 16143149
Nat Rev Cancer. 2004 Dec;4(12):988-93
pubmed: 15573120
Genome Res. 2012 May;22(5):837-49
pubmed: 22391556
Am J Surg Pathol. 2004 Nov;28(11):1452-9
pubmed: 15489648
Cell Rep. 2018 Apr 10;23(2):349-360
pubmed: 29641996
Cold Spring Harb Perspect Biol. 2016 Sep 01;8(9):
pubmed: 27194046
PLoS One. 2009 Dec 21;4(12):e8357
pubmed: 20027224
Bioinformatics. 2014 May 15;30(10):1363-9
pubmed: 24478339
Nat Med. 2015 Nov;21(11):1350-6
pubmed: 26457759
J Clin Oncol. 2010 Jul 10;28(20):3219-26
pubmed: 20498393
Oncogene. 2017 Aug 31;36(35):5035-5044
pubmed: 28459462
Proc Natl Acad Sci U S A. 1999 Jul 20;96(15):8681-6
pubmed: 10411935
N Engl J Med. 2015 Jun 25;372(26):2509-20
pubmed: 26028255
J Pathol. 2018 Nov;246(3):266-276
pubmed: 29968252
Bioinformatics. 2004 Feb 12;20(3):307-15
pubmed: 14960456
Cancer Res. 2008 Apr 15;68(8):2764-72
pubmed: 18413743
Sci Rep. 2014 Apr 30;4:4852
pubmed: 24781822
Nucleic Acids Res. 2019 Jan 8;47(D1):D711-D715
pubmed: 30357387
Sci Rep. 2020 Mar 3;10(1):3920
pubmed: 32127627
Genome Biol. 2021 Apr 15;22(1):108
pubmed: 33858480
Nat Genet. 2017 Jan;49(1):131-138
pubmed: 27918535
Mol Cell. 2016 May 5;62(3):422-431
pubmed: 27153539
Trends Cancer. 2016 Sep;2(9):505-518
pubmed: 28741479
Nat Genet. 2007 Feb;39(2):237-42
pubmed: 17211412
Genome Biol. 2013 Mar 12;14(3):R21
pubmed: 23497655
Nat Genet. 2020 Jun;52(6):594-603
pubmed: 32451460
Br J Cancer. 2017 Apr 11;116(8):1012-1020
pubmed: 28278514
Mol Cell Biol. 2007 Nov;27(22):7802-15
pubmed: 17875931
Gut. 2017 Jan;66(1):97-106
pubmed: 26475632
Genome Res. 2012 Feb;22(2):271-82
pubmed: 21659424
J Clin Oncol. 2020 Jan 1;38(1):11-19
pubmed: 31725351
Nature. 2020 Jul;583(7818):699-710
pubmed: 32728249
Cancer Cell. 2019 Feb 11;35(2):315-328.e6
pubmed: 30753828
Nat Genet. 2007 Feb;39(2):232-6
pubmed: 17200670
Epigenetics. 2017 Jun 3;12(6):449-464
pubmed: 28448736
Gut Liver. 2015 Mar;9(2):202-7
pubmed: 25167802
Proc Natl Acad Sci U S A. 2023 Aug;120(31):e2301536120
pubmed: 37487069
Curr Opin Genet Dev. 2014 Apr;25:85-92
pubmed: 24614011
Genome Biol. 2015 May 21;16:105
pubmed: 25994056
Mod Pathol. 2014 Jan;27(1):145-55
pubmed: 23868178
Cell Rep. 2018 Jun 12;23(11):3407-3418
pubmed: 29898408
Science. 2017 Jul 21;357(6348):
pubmed: 28729483
N Engl J Med. 2003 Jul 17;349(3):247-57
pubmed: 12867608
Clin Epigenetics. 2019 Jun 14;11(1):90
pubmed: 31200767
Genes Dev. 2016 Apr 1;30(7):733-50
pubmed: 27036965
Cancer Res. 2010 Feb 15;70(4):1398-407
pubmed: 20145141
Nat Methods. 2012 Feb 28;9(3):215-6
pubmed: 22373907
BMC Cancer. 2010 May 21;10:227
pubmed: 20492682
Gut. 2006 Oct;55(10):1467-74
pubmed: 16469793
Biochem Biophys Res Commun. 2014 Dec 5;455(1-2):35-42
pubmed: 25016183
Science. 2018 Oct 26;362(6413):
pubmed: 30361341
Gastroenterology. 2014 Aug;147(2):418-29.e8
pubmed: 24793120
Methods Mol Biol. 2018;1711:243-259
pubmed: 29344893
Nat Genet. 2007 Feb;39(2):157-8
pubmed: 17200673
BMC Bioinformatics. 2013 Jan 16;14:7
pubmed: 23323831
Nat Genet. 2011 Oct 02;43(11):1091-7
pubmed: 21964573
Nature. 2012 Jul 18;487(7407):330-7
pubmed: 22810696
Clin Cancer Res. 2018 Oct 1;24(19):4745-4753
pubmed: 29921730
Lancet Oncol. 2017 Sep;18(9):1182-1191
pubmed: 28734759
Elife. 2017 Jun 06;6:
pubmed: 28583252
Nature. 2011 Dec 14;480(7378):490-5
pubmed: 22170606
Int J Mol Sci. 2019 Sep 20;20(19):
pubmed: 31547144
Gastroenterology. 2015 Jan;148(1):77-87.e2
pubmed: 25280443
Semin Cancer Biol. 2019 Apr;55:37-52
pubmed: 29775690
Nature. 2019 Sep;573(7772):45-54
pubmed: 31462772
Gastroenterology. 2015 Jan;148(1):88-99
pubmed: 25305506
Clin Epigenetics. 2019 May 7;11(1):70
pubmed: 31064417
Gastroenterol Res Pract. 2014;2014:374926
pubmed: 24812557
Nat Genet. 2006 Jul;38(7):787-93
pubmed: 16804544
PLoS One. 2018 Mar 28;13(3):e0192499
pubmed: 29590112
Clin Cancer Res. 2016 Aug 15;22(16):4057-66
pubmed: 26994146
Cell Biol Toxicol. 2016 Apr;32(2):133-9
pubmed: 27061089