Blood co-expression modules identify potential modifier genes of diabetes and lung function in cystic fibrosis.
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2020
2020
Historique:
received:
03
01
2020
accepted:
19
03
2020
entrez:
18
4
2020
pubmed:
18
4
2020
medline:
21
7
2020
Statut:
epublish
Résumé
Cystic fibrosis (CF) is a rare genetic disease that affects the respiratory and digestive systems. Lung disease is variable among CF patients and associated with the development of comorbidities and chronic infections. The rate of lung function deterioration depends not only on the type of mutations in CFTR, the disease-causing gene, but also on modifier genes. In the present study, we aimed to identify genes and pathways that (i) contribute to the pathogenesis of cystic fibrosis and (ii) modulate the associated comorbidities. We profiled blood samples in CF patients and healthy controls and analyzed RNA-seq data with Weighted Gene Correlation Network Analysis (WGCNA). Interestingly, lung function, body mass index, the presence of diabetes, and chronic P. aeruginosa infections correlated with four modules of co-expressed genes. Detailed inspection of networks and hub genes pointed to cell adhesion, leukocyte trafficking and production of reactive oxygen species as central mechanisms in lung function decline and cystic fibrosis-related diabetes. Of note, we showed that blood is an informative surrogate tissue to study the contribution of inflammation to lung disease and diabetes in CF patients. Finally, we provided evidence that WGCNA is useful to analyze-omic datasets in rare genetic diseases as patient cohorts are inevitably small.
Identifiants
pubmed: 32302349
doi: 10.1371/journal.pone.0231285
pii: PONE-D-20-00190
pmc: PMC7164665
doi:
Substances chimiques
CFTR protein, human
0
Cystic Fibrosis Transmembrane Conductance Regulator
126880-72-6
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0231285Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
Bioinformatics. 2015 Jan 15;31(2):166-9
pubmed: 25260700
Lancet. 2016 Nov 19;388(10059):2519-2531
pubmed: 27140670
Respir Res. 2013 Mar 28;14:38
pubmed: 23537407
Clin Exp Immunol. 1986 Jul;65(1):57-65
pubmed: 2947762
Genome Res. 2003 Nov;13(11):2498-504
pubmed: 14597658
Diabet Med. 2018 Apr 23;:
pubmed: 29687501
Proc Jpn Acad Ser B Phys Biol Sci. 2009;85(1):12-36
pubmed: 19145068
BMC Med. 2014 May 28;12:87
pubmed: 24885604
Genome Biol. 2013 Apr 25;14(4):R36
pubmed: 23618408
Eur Respir J. 2012 Dec;40(6):1324-43
pubmed: 22743675
Infect Immun. 2016 Jul 21;84(8):2324-2335
pubmed: 27271740
Pediatr Pulmonol. 2017 Oct;52(10):1306-1315
pubmed: 28898549
Sci Rep. 2015 Oct 09;5:14561
pubmed: 26449648
J Mol Diagn. 2011 Jul;13(4):452-60
pubmed: 21704280
Nucleic Acids Res. 2013 Jul;41(Web Server issue):W77-83
pubmed: 23703215
J Biol Chem. 2010 May 28;285(22):17156-65
pubmed: 20351098
Life Sci. 2004 Mar 12;74(17):2085-96
pubmed: 14969714
Clin Epigenetics. 2017 Feb 14;9:19
pubmed: 28289476
PLoS One. 2017 Aug 28;12(8):e0183526
pubmed: 28846703
Diabetes. 2015 Oct;64(10):3499-509
pubmed: 26153247
Nat Cell Biol. 2001 Dec;3(12):1060-8
pubmed: 11781567
Nature. 2006 Mar 2;440(7080):96-100
pubmed: 16511496
Epigenomics. 2018 Aug;10(8):1131-1145
pubmed: 30052057
Nat Rev Genet. 2015 Jan;16(1):45-56
pubmed: 25404111
J Immunol. 2015 May 1;194(9):4555-66
pubmed: 25825439
Genome Biol. 2010;11(10):R106
pubmed: 20979621
J Cyst Fibros. 2016 Nov;15(6):714-723
pubmed: 28215711
Am J Respir Cell Mol Biol. 2006 Sep;35(3):327-36
pubmed: 16614352
JCI Insight. 2018 Apr 19;3(8):
pubmed: 29669939
Am J Clin Nutr. 2013 Apr;97(4):872-7
pubmed: 23388659
Nucleic Acids Res. 2001 May 1;29(9):e45
pubmed: 11328886
J Immunol. 2017 Nov 15;199(10):3644-3653
pubmed: 28986439
Clin Microbiol Rev. 2019 May 29;32(3):
pubmed: 31142499
Science. 1992 Aug 21;257(5073):1083-8
pubmed: 1380723
BMC Bioinformatics. 2008 Dec 29;9:559
pubmed: 19114008
Genomics. 2011 Nov;98(5):327-36
pubmed: 21756994
J Immunol. 2018 May 1;200(9):3109-3116
pubmed: 29581355
Hum Genet. 2016 Aug;135(8):869-80
pubmed: 27193597