CXCL-8 as a signature of severe Helicobacter pylori infection and a stimulator of stomach region-dependent immune response.
Artificial intelligence model
Bioinformatics
CXCL-8
Gastric regionalization
H. pylori
Immune response
Journal
Clinical immunology (Orlando, Fla.)
ISSN: 1521-7035
Titre abrégé: Clin Immunol
Pays: United States
ID NLM: 100883537
Informations de publication
Date de publication:
07 2023
07 2023
Historique:
received:
18
08
2022
revised:
10
05
2023
accepted:
12
05
2023
medline:
15
6
2023
pubmed:
21
5
2023
entrez:
20
5
2023
Statut:
ppublish
Résumé
Helicobacter pylori infection is involved in development of diverse gastro-pathologies. Our aim is to investigate potential signature of cytokines-chemokine levels (IL-17A, IL-1β, and CXCL-8) in H. pylori-infected patients and their impact on immune response in both corpus and antrum. Multivariate level analysis with machine learning model were carried out using cytokines/chemokine levels of infected Moroccan patients. In addition, Geo dataset was used to run enrichment analysis following CXCL-8 upregulation. Our analysis showed that combination of cytokines-chemokine levels allowed prediction of positive H. pylori density score with <5% of miss-classification error, with fundus CXCL-8 being the most important variable for this discrimination. Furthermore, CXCL-8 dependent expression profile was mainly associated to IL6/JAK/STAT3 signaling in the antrum, interferons alpha and gamma responses in the corpus and commonly induced transcriptional /proliferative activities. To conclude, CXCL-8 level might be a signature of Moroccan H. pylori-infected patients and an inducer of regional-dependent immune response at the gastric level. Larger trials must be carried out to validate the relevance of these results for diverse populations.
Identifiants
pubmed: 37209806
pii: S1521-6616(23)00147-X
doi: 10.1016/j.clim.2023.109648
pii:
doi:
Substances chimiques
Cytokines
0
CXCL8 protein, human
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
109648Subventions
Organisme : CIHR
ID : PJT 162366
Pays : Canada
Organisme : CIHR
ID : IAO 134212
Pays : Canada
Informations de copyright
Copyright © 2023. Published by Elsevier Inc.
Déclaration de conflit d'intérêts
Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.