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A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes

BACKGROUND: Crohn’s disease is one of the two categories of inflammatory bowel diseases that affect the gastrointestinal tract. The heritability estimate has been reported to be 0.75. Several genes linked to Crohn’s disease risk have been identified using a plethora of strategies such as linkage-bas...

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Autores principales: Garza-Hernandez, Debora, Sepulveda-Villegas, Maricruz, Garcia-Pelaez, Jose, Aguirre-Gamboa, Raul, Lakatos, Peter L., Estrada, Karol, Martinez-Vazquez, Manuel, Trevino, Victor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9008988/
https://www.ncbi.nlm.nih.gov/pubmed/35418025
http://dx.doi.org/10.1186/s12864-022-08491-y
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author Garza-Hernandez, Debora
Sepulveda-Villegas, Maricruz
Garcia-Pelaez, Jose
Aguirre-Gamboa, Raul
Lakatos, Peter L.
Estrada, Karol
Martinez-Vazquez, Manuel
Trevino, Victor
author_facet Garza-Hernandez, Debora
Sepulveda-Villegas, Maricruz
Garcia-Pelaez, Jose
Aguirre-Gamboa, Raul
Lakatos, Peter L.
Estrada, Karol
Martinez-Vazquez, Manuel
Trevino, Victor
author_sort Garza-Hernandez, Debora
collection PubMed
description BACKGROUND: Crohn’s disease is one of the two categories of inflammatory bowel diseases that affect the gastrointestinal tract. The heritability estimate has been reported to be 0.75. Several genes linked to Crohn’s disease risk have been identified using a plethora of strategies such as linkage-based studies, candidate gene association studies, and lately through genome-wide association studies (GWAS). Nevertheless, to our knowledge, a compendium of all the genes that have been associated with CD is lacking. METHODS: We conducted functional analyses of a gene set generated from a systematic review where genes potentially related to CD found in the literature were analyzed and classified depending on the genetic evidence reported and putative biological function. For this, we retrieved and analyzed 2496 abstracts comprising 1067 human genes plus 22 publications regarding 133 genes from GWAS Catalog. Then, each gene was curated and categorized according to the type of evidence associated with Crohn’s disease. RESULTS: We identified 126 genes associated with Crohn’s disease risk by specific experiments. Additionally, 71 genes were recognized associated through GWAS alone, 18 to treatment response, 41 to disease complications, and 81 to related diseases. Bioinformatic analysis of the 126 genes supports their importance in Crohn’s disease and highlights genes associated with specific aspects such as symptoms, drugs, and comorbidities. Importantly, most genes were not included in commercial genetic panels suggesting that Crohn’s disease is genetically underdiagnosed. CONCLUSIONS: We identified a total of 126 genes from PubMed and 71 from GWAS that showed evidence of association to diagnosis, 18 to treatment response, and 41 to disease complications in Crohn’s disease. This prioritized gene catalog can be explored at http://victortrevino.bioinformatics.mx/CrohnDisease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08491-y.
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spelling pubmed-90089882022-04-15 A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes Garza-Hernandez, Debora Sepulveda-Villegas, Maricruz Garcia-Pelaez, Jose Aguirre-Gamboa, Raul Lakatos, Peter L. Estrada, Karol Martinez-Vazquez, Manuel Trevino, Victor BMC Genomics Research BACKGROUND: Crohn’s disease is one of the two categories of inflammatory bowel diseases that affect the gastrointestinal tract. The heritability estimate has been reported to be 0.75. Several genes linked to Crohn’s disease risk have been identified using a plethora of strategies such as linkage-based studies, candidate gene association studies, and lately through genome-wide association studies (GWAS). Nevertheless, to our knowledge, a compendium of all the genes that have been associated with CD is lacking. METHODS: We conducted functional analyses of a gene set generated from a systematic review where genes potentially related to CD found in the literature were analyzed and classified depending on the genetic evidence reported and putative biological function. For this, we retrieved and analyzed 2496 abstracts comprising 1067 human genes plus 22 publications regarding 133 genes from GWAS Catalog. Then, each gene was curated and categorized according to the type of evidence associated with Crohn’s disease. RESULTS: We identified 126 genes associated with Crohn’s disease risk by specific experiments. Additionally, 71 genes were recognized associated through GWAS alone, 18 to treatment response, 41 to disease complications, and 81 to related diseases. Bioinformatic analysis of the 126 genes supports their importance in Crohn’s disease and highlights genes associated with specific aspects such as symptoms, drugs, and comorbidities. Importantly, most genes were not included in commercial genetic panels suggesting that Crohn’s disease is genetically underdiagnosed. CONCLUSIONS: We identified a total of 126 genes from PubMed and 71 from GWAS that showed evidence of association to diagnosis, 18 to treatment response, and 41 to disease complications in Crohn’s disease. This prioritized gene catalog can be explored at http://victortrevino.bioinformatics.mx/CrohnDisease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08491-y. BioMed Central 2022-04-13 /pmc/articles/PMC9008988/ /pubmed/35418025 http://dx.doi.org/10.1186/s12864-022-08491-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Garza-Hernandez, Debora
Sepulveda-Villegas, Maricruz
Garcia-Pelaez, Jose
Aguirre-Gamboa, Raul
Lakatos, Peter L.
Estrada, Karol
Martinez-Vazquez, Manuel
Trevino, Victor
A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title_full A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title_fullStr A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title_full_unstemmed A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title_short A systematic review and functional bioinformatics analysis of genes associated with Crohn’s disease identify more than 120 related genes
title_sort systematic review and functional bioinformatics analysis of genes associated with crohn’s disease identify more than 120 related genes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9008988/
https://www.ncbi.nlm.nih.gov/pubmed/35418025
http://dx.doi.org/10.1186/s12864-022-08491-y
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