Molecular signatures identified by integrating gene expression and methylation in non-seminoma and seminoma of testicular germ cell tumours.


Journal

Epigenetics
ISSN: 1559-2308
Titre abrégé: Epigenetics
Pays: United States
ID NLM: 101265293

Informations de publication

Date de publication:
Historique:
pubmed: 3 7 2020
medline: 13 1 2022
entrez: 3 7 2020
Statut: ppublish

Résumé

Testicular germ cell tumours (TGCTs) are the most common cancer in young male adults (aged 15 to 40). Unlike most other cancer types, identification of molecular signatures in TGCT has rarely reported. In this study, we developed a novel integrative analysis framework to identify co-methylated and co-expressed genes [mRNAs and microRNAs (miRNAs)] modules in two TGCT subtypes: non-seminoma (NSE) and seminoma (SE). We first integrated DNA methylation and mRNA/miRNA expression data and then used a statistical method, CoMEx (

Identifiants

pubmed: 32615059
doi: 10.1080/15592294.2020.1790108
pmc: PMC7889165
doi:

Substances chimiques

MicroRNAs 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

162-176

Subventions

Organisme : NLM NIH HHS
ID : R01 LM012806
Pays : United States

Références

Trends Genet. 2004 Jun;20(6):227-31
pubmed: 15145574
IEEE/ACM Trans Comput Biol Bioinform. 2014 Jan-Feb;11(1):95-115
pubmed: 26355511
Nat Genet. 2017 Jul;49(7):1133-1140
pubmed: 28604728
Nucleic Acids Res. 2006 Jan 1;34(Database issue):D108-10
pubmed: 16381825
IEEE/ACM Trans Comput Biol Bioinform. 2018 Mar-Apr;15(2):673-687
pubmed: 28114033
Sci Rep. 2020 Jan 21;10(1):852
pubmed: 31965022
Nucleic Acids Res. 2008 Jan;36(Database issue):D149-53
pubmed: 18158296
Brief Bioinform. 2019 Jul 19;20(4):1502-1512
pubmed: 29579225
Bioinformatics. 2012 Jul 1;28(13):1805-6
pubmed: 22543366
BMC Bioinformatics. 2017 Jan 31;18(1):72
pubmed: 28137264
Bioinformatics. 2014 Aug 15;30(16):2360-6
pubmed: 24794928
PLoS One. 2015 Apr 01;10(4):e0119448
pubmed: 25830807
Elife. 2015 Aug 12;4:
pubmed: 26267216
Nat Rev Urol. 2016 Jul;13(7):409-19
pubmed: 27296647
Cell Rep. 2018 Jun 12;23(11):3392-3406
pubmed: 29898407
Brief Bioinform. 2020 Mar 23;21(2):368-394
pubmed: 30649169
Proc Natl Acad Sci U S A. 2017 Jul 11;114(28):7414-7419
pubmed: 28652331
Nat Genet. 2007 Oct;39(10):1278-84
pubmed: 17893677
Nucleic Acids Res. 2009 Jan;37(Database issue):D98-104
pubmed: 18927107
Bioinformatics. 2011 Jan 1;27(1):95-102
pubmed: 21045073
Nucleic Acids Res. 2014 Jan;42(Database issue):D1070-4
pubmed: 24194601
J Endocrinol. 2008 Dec;199(3):351-65
pubmed: 18728126
BMC Genomics. 2017 Jan 25;18(Suppl 1):1045
pubmed: 28198667
Methods Mol Biol. 2012;822:249-60
pubmed: 22144204
Gene. 2018 Jun 30;661:22-33
pubmed: 29605605
FEBS J. 2015 Jan;282(2):224-58
pubmed: 25393971
PLoS Comput Biol. 2014 Feb 06;10(2):e1003460
pubmed: 24516372
Nucleic Acids Res. 2011 Jan;39(Database issue):D163-9
pubmed: 21071411
BMC Bioinformatics. 2008 Dec 29;9:559
pubmed: 19114008
Int J Dev Biol. 2013;57(2-4):133-9
pubmed: 23784823
Epigenomics. 2017 Feb;9(2):155-169
pubmed: 28097877
Proc Natl Acad Sci U S A. 2001 Apr 24;98(9):5116-21
pubmed: 11309499
Nat Rev Genet. 2012 May 29;13(7):484-92
pubmed: 22641018
Oncotarget. 2017 Nov 3;9(1):1365-1379
pubmed: 29416701

Auteurs

Saurav Mallik (S)

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX, USA.

Guimin Qin (G)

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX, USA.

Peilin Jia (P)

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX, USA.

Zhongming Zhao (Z)

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX, USA.
Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX, USA.
MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences , Houston, TX, USA.
Department of Biomedical Informatics, Vanderbilt University Medical Center , Nashville, TN, USA.

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