Cargando…

Construction of gene subgroups of Crohn disease based on transcriptome data

The global prevalence of Crohn disease (CD), a chronic inflammatory disease of the intestine, has been increasing; however, the etiology and pathogenesis of this disease have not been fully elucidated. Therefore, in the present study, we aimed to better understand the molecular mechanisms underlying...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Jianglei, Zhang, Huijie, Zhang, Yuanyuan, Wang, Guangming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403018/
https://www.ncbi.nlm.nih.gov/pubmed/37543814
http://dx.doi.org/10.1097/MD.0000000000034482
_version_ 1785084970648207360
author Ma, Jianglei
Zhang, Huijie
Zhang, Yuanyuan
Wang, Guangming
author_facet Ma, Jianglei
Zhang, Huijie
Zhang, Yuanyuan
Wang, Guangming
author_sort Ma, Jianglei
collection PubMed
description The global prevalence of Crohn disease (CD), a chronic inflammatory disease of the intestine, has been increasing; however, the etiology and pathogenesis of this disease have not been fully elucidated. Therefore, in the present study, we aimed to better understand the molecular mechanisms underlying CD to aid the development of novel therapeutic strategies for this condition. METHODS: Based on the transcriptome data from patients with CD, this study used an unsupervised learning method to construct gene co-expression molecular subgroups and the R and SPSS software to identify the biological, clinical, and genetic characteristics and signatures of each subgroup. RESULTS: Two subgroups were analyzed. Compared to subgroup II, subgroup I consisted of older patients with a more limited range of disease presentation and had a higher number of smokers. The specific genes associated with this subgroup, including CDKN2B, solute carrier family 22 member 5, and phytanoyl-CoA 2-hydroxylase, can be targeted for managing intestinal dysbacteriosis. The number of patients showing infiltrating lesions was higher, the number of smokers was lower, and CD severity was worse in patients in subgroup II than those in subgroup I. The specific genes relevant to subgroup II included cluster of differentiation 44, tryptophanyl-tRNA synthetase, and interleukin 10 receptor, alpha subunit, which may be related to viral infection. CONCLUSION: The present study segregated patients with CD into 2 subgroups; the findings reported herein provide a new theoretical basis for the diagnosis and treatment of CD and could aid a thorough identification of potential therapeutic targets for this disease.
format Online
Article
Text
id pubmed-10403018
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-104030182023-08-05 Construction of gene subgroups of Crohn disease based on transcriptome data Ma, Jianglei Zhang, Huijie Zhang, Yuanyuan Wang, Guangming Medicine (Baltimore) 4500 The global prevalence of Crohn disease (CD), a chronic inflammatory disease of the intestine, has been increasing; however, the etiology and pathogenesis of this disease have not been fully elucidated. Therefore, in the present study, we aimed to better understand the molecular mechanisms underlying CD to aid the development of novel therapeutic strategies for this condition. METHODS: Based on the transcriptome data from patients with CD, this study used an unsupervised learning method to construct gene co-expression molecular subgroups and the R and SPSS software to identify the biological, clinical, and genetic characteristics and signatures of each subgroup. RESULTS: Two subgroups were analyzed. Compared to subgroup II, subgroup I consisted of older patients with a more limited range of disease presentation and had a higher number of smokers. The specific genes associated with this subgroup, including CDKN2B, solute carrier family 22 member 5, and phytanoyl-CoA 2-hydroxylase, can be targeted for managing intestinal dysbacteriosis. The number of patients showing infiltrating lesions was higher, the number of smokers was lower, and CD severity was worse in patients in subgroup II than those in subgroup I. The specific genes relevant to subgroup II included cluster of differentiation 44, tryptophanyl-tRNA synthetase, and interleukin 10 receptor, alpha subunit, which may be related to viral infection. CONCLUSION: The present study segregated patients with CD into 2 subgroups; the findings reported herein provide a new theoretical basis for the diagnosis and treatment of CD and could aid a thorough identification of potential therapeutic targets for this disease. Lippincott Williams & Wilkins 2023-08-04 /pmc/articles/PMC10403018/ /pubmed/37543814 http://dx.doi.org/10.1097/MD.0000000000034482 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections.
spellingShingle 4500
Ma, Jianglei
Zhang, Huijie
Zhang, Yuanyuan
Wang, Guangming
Construction of gene subgroups of Crohn disease based on transcriptome data
title Construction of gene subgroups of Crohn disease based on transcriptome data
title_full Construction of gene subgroups of Crohn disease based on transcriptome data
title_fullStr Construction of gene subgroups of Crohn disease based on transcriptome data
title_full_unstemmed Construction of gene subgroups of Crohn disease based on transcriptome data
title_short Construction of gene subgroups of Crohn disease based on transcriptome data
title_sort construction of gene subgroups of crohn disease based on transcriptome data
topic 4500
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403018/
https://www.ncbi.nlm.nih.gov/pubmed/37543814
http://dx.doi.org/10.1097/MD.0000000000034482
work_keys_str_mv AT majianglei constructionofgenesubgroupsofcrohndiseasebasedontranscriptomedata
AT zhanghuijie constructionofgenesubgroupsofcrohndiseasebasedontranscriptomedata
AT zhangyuanyuan constructionofgenesubgroupsofcrohndiseasebasedontranscriptomedata
AT wangguangming constructionofgenesubgroupsofcrohndiseasebasedontranscriptomedata