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Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures
BACKGROUND: The healthcare burden of inflammatory bowel disease (IBD) is rising globally and there are limited non-invasive biomarkers for accurate and early diagnosis. AIM: To understand the important role that intestinal microbiota play in IBD pathogenesis and identify anti-microbial antibody sign...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9403437/ https://www.ncbi.nlm.nih.gov/pubmed/36157118 http://dx.doi.org/10.3748/wjg.v28.i30.4089 |
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author | Shome, Mahasish Song, Lusheng Williams, Stacy Chung, Yunro Murugan, Vel Park, Jin G Faubion, William Pasha, Shabana F Leighton, Jonathan A LaBaer, Joshua Qiu, Ji |
author_facet | Shome, Mahasish Song, Lusheng Williams, Stacy Chung, Yunro Murugan, Vel Park, Jin G Faubion, William Pasha, Shabana F Leighton, Jonathan A LaBaer, Joshua Qiu, Ji |
author_sort | Shome, Mahasish |
collection | PubMed |
description | BACKGROUND: The healthcare burden of inflammatory bowel disease (IBD) is rising globally and there are limited non-invasive biomarkers for accurate and early diagnosis. AIM: To understand the important role that intestinal microbiota play in IBD pathogenesis and identify anti-microbial antibody signatures that benefit clinical management of IBD patients. METHODS: We performed serological profiling of 100 Crohn’s disease (CD) patients, 100 ulcerative colitis (UC) patients and 100 healthy controls against 1173 bacterial and 397 viral proteins from 50 bacteria and 33 viruses on protein microarrays. The study subjects were randomly divided into discovery (n = 150) and validation (n = 150) sets. Statistical analysis was performed using R packages. RESULTS: Anti-bacterial antibody responses showed greater differential prevalence among the three subject groups than anti-viral antibody responses. We identified novel antibodies against the antigens of Bacteroidetes vulgatus (BVU_0562) and Streptococcus pneumoniae (SP_1992) showing higher prevalence in CD patients relative to healthy controls. We also identified antibodies against the antigen of Streptococcus pyogenes (SPy_2009) showing higher prevalence in healthy controls relative to UC patients. Using these novel antibodies, we built biomarker panels with area under the curve (AUC) of 0.81, 0.87, and 0.82 distinguishing CD vs control, UC vs control, and CD vs UC, respectively. Subgroup analysis revealed that penetrating CD behavior, colonic CD location, CD patients with a history of surgery, and extensive UC exhibited highest antibody prevalence among all patients. We demonstrated that autoantibodies and anti-microbial antibodies in CD patients had minimal correlation. CONCLUSION: We have identified antibody signatures for CD and UC using a comprehensive analysis of anti-microbial antibody response in IBD. These antibodies and the source microorganisms of their target antigens improve our understanding of the role of specific microorganisms in IBD pathogenesis and, after future validation, should aid early and accurate diagnosis of IBD. |
format | Online Article Text |
id | pubmed-9403437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-94034372022-09-23 Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures Shome, Mahasish Song, Lusheng Williams, Stacy Chung, Yunro Murugan, Vel Park, Jin G Faubion, William Pasha, Shabana F Leighton, Jonathan A LaBaer, Joshua Qiu, Ji World J Gastroenterol Case Control Study BACKGROUND: The healthcare burden of inflammatory bowel disease (IBD) is rising globally and there are limited non-invasive biomarkers for accurate and early diagnosis. AIM: To understand the important role that intestinal microbiota play in IBD pathogenesis and identify anti-microbial antibody signatures that benefit clinical management of IBD patients. METHODS: We performed serological profiling of 100 Crohn’s disease (CD) patients, 100 ulcerative colitis (UC) patients and 100 healthy controls against 1173 bacterial and 397 viral proteins from 50 bacteria and 33 viruses on protein microarrays. The study subjects were randomly divided into discovery (n = 150) and validation (n = 150) sets. Statistical analysis was performed using R packages. RESULTS: Anti-bacterial antibody responses showed greater differential prevalence among the three subject groups than anti-viral antibody responses. We identified novel antibodies against the antigens of Bacteroidetes vulgatus (BVU_0562) and Streptococcus pneumoniae (SP_1992) showing higher prevalence in CD patients relative to healthy controls. We also identified antibodies against the antigen of Streptococcus pyogenes (SPy_2009) showing higher prevalence in healthy controls relative to UC patients. Using these novel antibodies, we built biomarker panels with area under the curve (AUC) of 0.81, 0.87, and 0.82 distinguishing CD vs control, UC vs control, and CD vs UC, respectively. Subgroup analysis revealed that penetrating CD behavior, colonic CD location, CD patients with a history of surgery, and extensive UC exhibited highest antibody prevalence among all patients. We demonstrated that autoantibodies and anti-microbial antibodies in CD patients had minimal correlation. CONCLUSION: We have identified antibody signatures for CD and UC using a comprehensive analysis of anti-microbial antibody response in IBD. These antibodies and the source microorganisms of their target antigens improve our understanding of the role of specific microorganisms in IBD pathogenesis and, after future validation, should aid early and accurate diagnosis of IBD. Baishideng Publishing Group Inc 2022-08-14 2022-08-14 /pmc/articles/PMC9403437/ /pubmed/36157118 http://dx.doi.org/10.3748/wjg.v28.i30.4089 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/ |
spellingShingle | Case Control Study Shome, Mahasish Song, Lusheng Williams, Stacy Chung, Yunro Murugan, Vel Park, Jin G Faubion, William Pasha, Shabana F Leighton, Jonathan A LaBaer, Joshua Qiu, Ji Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title | Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title_full | Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title_fullStr | Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title_full_unstemmed | Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title_short | Serological profiling of Crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
title_sort | serological profiling of crohn’s disease and ulcerative colitis patients reveals anti-microbial antibody signatures |
topic | Case Control Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9403437/ https://www.ncbi.nlm.nih.gov/pubmed/36157118 http://dx.doi.org/10.3748/wjg.v28.i30.4089 |
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