Analysing miRNA-Target Gene Networks in Inflammatory Bowel Disease and Other Complex Diseases Using Transcriptomic Data.

Crohn’s disease inflammatory bowel disease miRNA microarrays network biology transcriptomics ulcerative colitis

Journal

Genes
ISSN: 2073-4425
Titre abrégé: Genes (Basel)
Pays: Switzerland
ID NLM: 101551097

Informations de publication

Date de publication:
18 02 2022
Historique:
received: 14 12 2021
revised: 11 02 2022
accepted: 14 02 2022
entrez: 25 2 2022
pubmed: 26 2 2022
medline: 20 4 2022
Statut: epublish

Résumé

Patients with inflammatory bowel disease (IBD) are known to have perturbations in microRNA (miRNA) levels as well as altered miRNA regulation. Although experimental methods have provided initial insights into the functional consequences that may arise due to these changes, researchers are increasingly utilising novel bioinformatics approaches to further dissect the role of miRNAs in IBD. The recent exponential increase in transcriptomics datasets provides an excellent opportunity to further explore the role of miRNAs in IBD pathogenesis. To effectively understand miRNA-target gene interactions from gene expression data, multiple database resources are required, which have become available in recent years. In this technical note, we provide a step-by-step protocol for utilising these state-of-the-art resources, as well as systems biology approaches to understand the role of miRNAs in complex disease pathogenesis. We demonstrate through a case study example how to combine the resulting miRNA-target gene networks with transcriptomics data to find potential disease-specific miRNA regulators and miRNA-target genes in Crohn's disease. This approach could help to identify miRNAs that may have important disease-modifying effects in IBD and other complex disorders, and facilitate the discovery of novel therapeutic targets.

Identifiants

pubmed: 35205414
pii: genes13020370
doi: 10.3390/genes13020370
pmc: PMC8872053
pii:
doi:

Substances chimiques

MicroRNAs 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Department of Health
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/R012490/1
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBS/E/T/000PR9819
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBS/E/F/000PR10355
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBS/E/F/000PR10353
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBS/E/T/000PR9817
Pays : United Kingdom

Références

PLoS One. 2012;7(2):e30766
pubmed: 22348024
Nucleic Acids Res. 2020 Jan 8;48(D1):D148-D154
pubmed: 31647101
Nucleic Acids Res. 2003 Jan 1;31(1):68-71
pubmed: 12519949
Front Endocrinol (Lausanne). 2018 Aug 03;9:402
pubmed: 30123182
PLoS One. 2013 May 24;8(5):e64543
pubmed: 23717626
Cell. 2009 Jan 23;136(2):215-33
pubmed: 19167326
Mucosal Immunol. 2017 Jul;10(4):983-995
pubmed: 27901018
Nucleic Acids Res. 2015 Jan;43(Database issue):D204-12
pubmed: 25348405
Genome Biol. 2003;5(1):R1
pubmed: 14709173
Nat Genet. 2005 May;37(5):495-500
pubmed: 15806104
BMC Bioinformatics. 2018 Dec 31;19(Suppl 19):514
pubmed: 30598108
Nucleic Acids Res. 2016 Jan 4;44(D1):D710-6
pubmed: 26687719
Sci Rep. 2014 Jun 03;4:5150
pubmed: 24889152
Cell. 2009 Feb 20;136(4):642-55
pubmed: 19239886
F1000Res. 2020 Jul 15;9:
pubmed: 33564394
Inflamm Bowel Dis. 2011 Jan;17(1):241-50
pubmed: 20812331
Nucleic Acids Res. 2018 Jan 4;46(D1):D239-D245
pubmed: 29156006
Mol Biosyst. 2014 Nov;10(11):2800-9
pubmed: 25099736
Cell Death Differ. 2012 Sep;19(9):1571
pubmed: 22743998
J Crohns Colitis. 2019 Jul 25;13(7):916-930
pubmed: 30657881
Nucleic Acids Res. 2002 Jan 1;30(1):207-10
pubmed: 11752295
BMC Bioinformatics. 2009 Feb 03;10:48
pubmed: 19192299
Gut. 2015 Mar;64(3):504-17
pubmed: 25475103
Nat Rev Drug Discov. 2017 Mar;16(3):203-222
pubmed: 28209991
Nat Methods. 2015 Aug;12(8):697
pubmed: 26226356
Gene. 2011 Jul 1;480(1-2):51-8
pubmed: 21435384
J Integr Bioinform. 2019 Jul 13;16(3):
pubmed: 31301674
Diabetologia. 2012 Jul;55(7):2032-43
pubmed: 22476949
EMBO J. 2007 Feb 7;26(3):775-83
pubmed: 17255951
Sci Rep. 2017 May 31;7(1):2520
pubmed: 28566745
Nucleic Acids Res. 2015 Apr 20;43(7):e47
pubmed: 25605792
Nucleic Acids Res. 2009 Jan;37(Database issue):D98-104
pubmed: 18927107
Nucleic Acids Res. 2008 Jan;36(Database issue):D154-8
pubmed: 17991681
Nucleic Acids Res. 2012 Jul;40(Web Server issue):W13-21
pubmed: 22618880
Nat Genet. 2007 Oct;39(10):1278-84
pubmed: 17893677
Cell. 2012 Apr 27;149(3):515-24
pubmed: 22541426
Front Genet. 2020 Jan 28;10:1330
pubmed: 32047509
Bioinformatics. 2010 Jan 1;26(1):91-7
pubmed: 19897564
Bioinformatics. 2014 Feb 01;30(3):392-7
pubmed: 24273243
Genome Res. 2003 Nov;13(11):2498-504
pubmed: 14597658
Nat Rev Genet. 2019 Nov;20(11):631-656
pubmed: 31341269
Indian J Clin Biochem. 2019 Jul;34(3):243-245
pubmed: 31391712
PLoS One. 2015 Dec 30;10(12):e0145386
pubmed: 26716983
Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50
pubmed: 16199517
Proc Natl Acad Sci U S A. 2006 Feb 21;103(8):2746-51
pubmed: 16477010
Sci Rep. 2020 May 26;10(1):8705
pubmed: 32457435
Nat Rev Dis Primers. 2020 Sep 10;6(1):74
pubmed: 32913180
Cell. 2005 Jan 14;120(1):15-20
pubmed: 15652477
Nat Genet. 2008 Mar;40(3):340-5
pubmed: 18246066
BMC Bioinformatics. 2010 Sep 22;11:476
pubmed: 20860840
RNA Biol. 2017 Jul 3;14(7):952-962
pubmed: 28421868
Nat Rev Dis Primers. 2020 Apr 2;6(1):22
pubmed: 32242028
Nucleic Acids Res. 2011 Jan;39(Database issue):D163-9
pubmed: 21071411
Nucleic Acids Res. 2014 Jan;42(Database issue):D78-85
pubmed: 24304892
Nucleic Acids Res. 2009 Jan;37(Database issue):D105-10
pubmed: 18996891
Genome Biol. 2016 Jan 26;17:13
pubmed: 26813401
Nat Methods. 2007 Dec;4(12):1045-9
pubmed: 18026111
PLoS One. 2013 Jun 24;8(6):e66814
pubmed: 23826144
Front Genet. 2021 Oct 21;12:760501
pubmed: 34745229
Science. 2005 Dec 16;310(5755):1817-21
pubmed: 16308420
Nucleic Acids Res. 2011 Jan;39(Database issue):D152-7
pubmed: 21037258
Nat Rev Genet. 2015 Jul;16(7):421-33
pubmed: 26077373
Cancer Res. 2010 Apr 1;70(7):2571-4
pubmed: 20179193
Am J Physiol Gastrointest Liver Physiol. 2018 Feb 1;314(2):G256-G262
pubmed: 29146677

Auteurs

John P Thomas (JP)

Organisms and Ecosystem, Earlham Institute, Norwich NR4 7UZ, UK.
Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK.
Department of Gastroenterology, Norfolk and Norwich University Hospital, Norwich NR4 7UY, UK.

Marton Ölbei (M)

Organisms and Ecosystem, Earlham Institute, Norwich NR4 7UZ, UK.
Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK.

Johanne Brooks-Warburton (J)

Department of Gastroenterology, Lister Hospital, Stevenage SG1 4AB, UK.
Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, Hatfield AL10 9EU, UK.

Tamas Korcsmaros (T)

Organisms and Ecosystem, Earlham Institute, Norwich NR4 7UZ, UK.
Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK.
Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Imperial College London, London SW7 2BX, UK.

Dezso Modos (D)

Organisms and Ecosystem, Earlham Institute, Norwich NR4 7UZ, UK.
Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK.

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