Cargando…
Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy()
BACKGROUND: Although evidence suggests that the immune system plays a key role in the pathophysiology of nut allergy, the precise immunological mechanisms of nut allergy have not been systematically investigated. The aim of the present study was to identify gene network patterns and associated cellu...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
World Allergy Organization
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844301/ https://www.ncbi.nlm.nih.gov/pubmed/35228856 http://dx.doi.org/10.1016/j.waojou.2022.100631 |
_version_ | 1784651443587776512 |
---|---|
author | Lee, Khui Hung Bosco, Anthony O'Sullivan, Michael Song, Yong Metcalfe, Jessica Yu, Kan Mullins, Benjamin J. Loh, Richard Zhang, Guicheng |
author_facet | Lee, Khui Hung Bosco, Anthony O'Sullivan, Michael Song, Yong Metcalfe, Jessica Yu, Kan Mullins, Benjamin J. Loh, Richard Zhang, Guicheng |
author_sort | Lee, Khui Hung |
collection | PubMed |
description | BACKGROUND: Although evidence suggests that the immune system plays a key role in the pathophysiology of nut allergy, the precise immunological mechanisms of nut allergy have not been systematically investigated. The aim of the present study was to identify gene network patterns and associated cellular immune responses in children with or without nut allergy. METHODS: Transcriptome profiling of whole blood cells was compared between children with and without nut allergy. Three genes were selected to be validated on a larger cohort of samples (n = 86) by reverse transcription-polymerase chain reactions (RT-qPCR). The composition of immune cells was inferred from the transcriptomic data using the CIBERSORTx algorithm. A co-expression network was constructed employing weighted gene co-expression network analysis (WGCNA) on the top 5000 most variable transcripts. The modules were interrogated with pathway analysis tools (InnateDB) and correlated with clinical phenotypes and cellular immune responses. RESULTS: Proportions of neutrophils were positively correlated and CD4(+) T-cells and regulatory T-cells (Tregs) were negatively correlated with modules of nut allergy. We also identified 2 upregulated genes, namely Interferon Induced With Helicase C Domain 1 (IFIH1), DNA damage-regulated autophagy modulator 1 (DRAM1) and a downregulated gene Zinc Finger Protein 512B (ZNF512B) as hub genes for nut allergy. Further pathway analysis showed enrichment of type 1 interferon signalling in nut allergy. CONCLUSIONS: Our findings suggest that upregulation of type 1 interferon signalling and neutrophil responses and downregulation of CD4(+) T-cells and Tregs are features of the pathogenesis of nut allergy. |
format | Online Article Text |
id | pubmed-8844301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | World Allergy Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-88443012022-02-27 Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() Lee, Khui Hung Bosco, Anthony O'Sullivan, Michael Song, Yong Metcalfe, Jessica Yu, Kan Mullins, Benjamin J. Loh, Richard Zhang, Guicheng World Allergy Organ J Article BACKGROUND: Although evidence suggests that the immune system plays a key role in the pathophysiology of nut allergy, the precise immunological mechanisms of nut allergy have not been systematically investigated. The aim of the present study was to identify gene network patterns and associated cellular immune responses in children with or without nut allergy. METHODS: Transcriptome profiling of whole blood cells was compared between children with and without nut allergy. Three genes were selected to be validated on a larger cohort of samples (n = 86) by reverse transcription-polymerase chain reactions (RT-qPCR). The composition of immune cells was inferred from the transcriptomic data using the CIBERSORTx algorithm. A co-expression network was constructed employing weighted gene co-expression network analysis (WGCNA) on the top 5000 most variable transcripts. The modules were interrogated with pathway analysis tools (InnateDB) and correlated with clinical phenotypes and cellular immune responses. RESULTS: Proportions of neutrophils were positively correlated and CD4(+) T-cells and regulatory T-cells (Tregs) were negatively correlated with modules of nut allergy. We also identified 2 upregulated genes, namely Interferon Induced With Helicase C Domain 1 (IFIH1), DNA damage-regulated autophagy modulator 1 (DRAM1) and a downregulated gene Zinc Finger Protein 512B (ZNF512B) as hub genes for nut allergy. Further pathway analysis showed enrichment of type 1 interferon signalling in nut allergy. CONCLUSIONS: Our findings suggest that upregulation of type 1 interferon signalling and neutrophil responses and downregulation of CD4(+) T-cells and Tregs are features of the pathogenesis of nut allergy. World Allergy Organization 2022-02-10 /pmc/articles/PMC8844301/ /pubmed/35228856 http://dx.doi.org/10.1016/j.waojou.2022.100631 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Lee, Khui Hung Bosco, Anthony O'Sullivan, Michael Song, Yong Metcalfe, Jessica Yu, Kan Mullins, Benjamin J. Loh, Richard Zhang, Guicheng Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title | Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title_full | Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title_fullStr | Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title_full_unstemmed | Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title_short | Identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
title_sort | identifying gene network patterns and associated cellular immune responses in children with or without nut allergy() |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844301/ https://www.ncbi.nlm.nih.gov/pubmed/35228856 http://dx.doi.org/10.1016/j.waojou.2022.100631 |
work_keys_str_mv | AT leekhuihung identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT boscoanthony identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT osullivanmichael identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT songyong identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT metcalfejessica identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT yukan identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT mullinsbenjaminj identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT lohrichard identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy AT zhangguicheng identifyinggenenetworkpatternsandassociatedcellularimmuneresponsesinchildrenwithorwithoutnutallergy |