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In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis

Cystic Fibrosis is the most common lethal autosomal recessive disorder in the white population, affecting among other organs, the lung, the pancreas and the liver. Whereas Cystic Fibrosis is a monogenic disease, many studies reveal a very complex relationship between genotype and clinical phenotype....

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Autores principales: Trouvé, Pascal, Génin, Emmanuelle, Férec, Claude
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365109/
https://www.ncbi.nlm.nih.gov/pubmed/28339466
http://dx.doi.org/10.1371/journal.pone.0173822
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author Trouvé, Pascal
Génin, Emmanuelle
Férec, Claude
author_facet Trouvé, Pascal
Génin, Emmanuelle
Férec, Claude
author_sort Trouvé, Pascal
collection PubMed
description Cystic Fibrosis is the most common lethal autosomal recessive disorder in the white population, affecting among other organs, the lung, the pancreas and the liver. Whereas Cystic Fibrosis is a monogenic disease, many studies reveal a very complex relationship between genotype and clinical phenotype. Indeed, the broad phenotypic spectrum observed in Cystic Fibrosis is far from being explained by obvious genotype-phenotype correlations and it is admitted that Cystic Fibrosis disease is the result of multiple factors, including effects of the environment as well as modifier genes. Our objective was to highlight new modifier genes with potential implications in the lung, pancreatic and liver outcomes of the disease. For this purpose we performed a system biology approach which combined, database mining, literature mining, gene expression study and network analysis as well as pathway enrichment analysis and protein-protein interactions. We found that IFI16, CCNE2 and IGFBP2 are potential modifiers in the altered lung function in Cystic Fibrosis. We also found that EPHX1, HLA-DQA1, HLA-DQB1, DSP and SLC33A1, GPNMB, NCF2, RASGRP1, LGALS3 and PTPN13, are potential modifiers in pancreas and liver, respectively. Associated pathways indicate that immune system is likely involved and that Ubiquitin C is probably a central node, linking Cystic Fibrosis to liver and pancreatic disease. We highlight here new modifier genes with potential implications in Cystic Fibrosis. Nevertheless, our in silico analysis requires functional analysis to give our results a physiological relevance.
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spelling pubmed-53651092017-04-06 In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis Trouvé, Pascal Génin, Emmanuelle Férec, Claude PLoS One Research Article Cystic Fibrosis is the most common lethal autosomal recessive disorder in the white population, affecting among other organs, the lung, the pancreas and the liver. Whereas Cystic Fibrosis is a monogenic disease, many studies reveal a very complex relationship between genotype and clinical phenotype. Indeed, the broad phenotypic spectrum observed in Cystic Fibrosis is far from being explained by obvious genotype-phenotype correlations and it is admitted that Cystic Fibrosis disease is the result of multiple factors, including effects of the environment as well as modifier genes. Our objective was to highlight new modifier genes with potential implications in the lung, pancreatic and liver outcomes of the disease. For this purpose we performed a system biology approach which combined, database mining, literature mining, gene expression study and network analysis as well as pathway enrichment analysis and protein-protein interactions. We found that IFI16, CCNE2 and IGFBP2 are potential modifiers in the altered lung function in Cystic Fibrosis. We also found that EPHX1, HLA-DQA1, HLA-DQB1, DSP and SLC33A1, GPNMB, NCF2, RASGRP1, LGALS3 and PTPN13, are potential modifiers in pancreas and liver, respectively. Associated pathways indicate that immune system is likely involved and that Ubiquitin C is probably a central node, linking Cystic Fibrosis to liver and pancreatic disease. We highlight here new modifier genes with potential implications in Cystic Fibrosis. Nevertheless, our in silico analysis requires functional analysis to give our results a physiological relevance. Public Library of Science 2017-03-24 /pmc/articles/PMC5365109/ /pubmed/28339466 http://dx.doi.org/10.1371/journal.pone.0173822 Text en © 2017 Trouvé et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Trouvé, Pascal
Génin, Emmanuelle
Férec, Claude
In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title_full In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title_fullStr In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title_full_unstemmed In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title_short In silico search for modifier genes associated with pancreatic and liver disease in Cystic Fibrosis
title_sort in silico search for modifier genes associated with pancreatic and liver disease in cystic fibrosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365109/
https://www.ncbi.nlm.nih.gov/pubmed/28339466
http://dx.doi.org/10.1371/journal.pone.0173822
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