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An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration
BACKGROUND: The plasticity of monocytes enables them to exert multiple roles during an immune response, including promoting immune tolerance. How monocytes alter their functions to convey immune tolerance in the context of lower respiratory tract infections in humans is not well understood. Here, we...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8365568/ https://www.ncbi.nlm.nih.gov/pubmed/34399830 http://dx.doi.org/10.1186/s13073-021-00948-1 |
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author | Brands, Xanthe Haak, Bastiaan W. Klarenbeek, Augustijn M. Butler, Joe Uhel, Fabrice Qin, Wanhai Otto, Natasja A. Jakobs, Marja E. Faber, Daniël R. Lutter, René Wiersinga, W. Joost van der Poll, Tom Scicluna, Brendon P. |
author_facet | Brands, Xanthe Haak, Bastiaan W. Klarenbeek, Augustijn M. Butler, Joe Uhel, Fabrice Qin, Wanhai Otto, Natasja A. Jakobs, Marja E. Faber, Daniël R. Lutter, René Wiersinga, W. Joost van der Poll, Tom Scicluna, Brendon P. |
author_sort | Brands, Xanthe |
collection | PubMed |
description | BACKGROUND: The plasticity of monocytes enables them to exert multiple roles during an immune response, including promoting immune tolerance. How monocytes alter their functions to convey immune tolerance in the context of lower respiratory tract infections in humans is not well understood. Here, we sought to identify epigenetic and transcriptomic features of cytokine production capacity in circulating monocytes during community-acquired pneumonia (CAP). METHODS: Circulating CD14+ monocytes were obtained from the blood of CAP patients included in a longitudinal, observational cohort study, on hospitalization (acute stage, n=75), and from the same patients after a 1-month follow-up (recovery stage, n=56). Age and sex-matched non-infectious participants were included as controls (n=41). Ex vivo cytokine production after lipopolysaccharide (LPS) exposure was assessed by multiplex assay. Transcriptomes of circulating monocytes were generated by RNA-sequencing, and DNA methylation levels in the same monocytes were measured by reduced representation bisulfite sequencing. Data were integrated by fitting projection-to-latent-structure models, and signatures derived by partial least squares discrimination. RESULTS: Monocytes captured during the acute stage exhibited impaired TNF, IL-1β, IL-6, and IL-10 production after ex vivo stimulation with LPS, relative to controls. IL-6 production was not resolved in recovery monocytes. Multivariate analysis of RNA-sequencing data identified 2938 significantly altered RNA transcripts in acute-stage monocytes (fold expression ≤−1.5 or ≥1.5; adjusted p ≤ 0.01), relative to controls. Comparing DNA methylation levels in circulating monocytes of CAP patients to controls revealed minimal differences, specifically in DNAse hypersensitive sites (HS) of acute-stage monocytes. Data integration identified a cholesterol biosynthesis gene signature and DNAse HS axis of IL-1β and IL-10 production (R(2) =0.51). CONCLUSIONS: Circulating monocytes obtained from CAP patients during the acute stage exhibited impaired cytokine production capacities, indicative of reprogramming to a state of immune tolerance, which was not fully resolved after 1 month. Our split-sample study showed that 51% of the immune tolerance phenotype can be explained, at least in part, by coordinated shifts in cholesterol biosynthesis gene expression and DNAse HS methylation levels. A multi-scale model identified an epigenetic and transcriptomic signature of immune tolerance in monocytes, with implications for future interventions in immunosuppression. TRIAL REGISTRATION: NCT number NCT02928367 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00948-1. |
format | Online Article Text |
id | pubmed-8365568 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83655682021-08-16 An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration Brands, Xanthe Haak, Bastiaan W. Klarenbeek, Augustijn M. Butler, Joe Uhel, Fabrice Qin, Wanhai Otto, Natasja A. Jakobs, Marja E. Faber, Daniël R. Lutter, René Wiersinga, W. Joost van der Poll, Tom Scicluna, Brendon P. Genome Med Research BACKGROUND: The plasticity of monocytes enables them to exert multiple roles during an immune response, including promoting immune tolerance. How monocytes alter their functions to convey immune tolerance in the context of lower respiratory tract infections in humans is not well understood. Here, we sought to identify epigenetic and transcriptomic features of cytokine production capacity in circulating monocytes during community-acquired pneumonia (CAP). METHODS: Circulating CD14+ monocytes were obtained from the blood of CAP patients included in a longitudinal, observational cohort study, on hospitalization (acute stage, n=75), and from the same patients after a 1-month follow-up (recovery stage, n=56). Age and sex-matched non-infectious participants were included as controls (n=41). Ex vivo cytokine production after lipopolysaccharide (LPS) exposure was assessed by multiplex assay. Transcriptomes of circulating monocytes were generated by RNA-sequencing, and DNA methylation levels in the same monocytes were measured by reduced representation bisulfite sequencing. Data were integrated by fitting projection-to-latent-structure models, and signatures derived by partial least squares discrimination. RESULTS: Monocytes captured during the acute stage exhibited impaired TNF, IL-1β, IL-6, and IL-10 production after ex vivo stimulation with LPS, relative to controls. IL-6 production was not resolved in recovery monocytes. Multivariate analysis of RNA-sequencing data identified 2938 significantly altered RNA transcripts in acute-stage monocytes (fold expression ≤−1.5 or ≥1.5; adjusted p ≤ 0.01), relative to controls. Comparing DNA methylation levels in circulating monocytes of CAP patients to controls revealed minimal differences, specifically in DNAse hypersensitive sites (HS) of acute-stage monocytes. Data integration identified a cholesterol biosynthesis gene signature and DNAse HS axis of IL-1β and IL-10 production (R(2) =0.51). CONCLUSIONS: Circulating monocytes obtained from CAP patients during the acute stage exhibited impaired cytokine production capacities, indicative of reprogramming to a state of immune tolerance, which was not fully resolved after 1 month. Our split-sample study showed that 51% of the immune tolerance phenotype can be explained, at least in part, by coordinated shifts in cholesterol biosynthesis gene expression and DNAse HS methylation levels. A multi-scale model identified an epigenetic and transcriptomic signature of immune tolerance in monocytes, with implications for future interventions in immunosuppression. TRIAL REGISTRATION: NCT number NCT02928367 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00948-1. BioMed Central 2021-08-16 /pmc/articles/PMC8365568/ /pubmed/34399830 http://dx.doi.org/10.1186/s13073-021-00948-1 Text en © The Author(s) 2021 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 Brands, Xanthe Haak, Bastiaan W. Klarenbeek, Augustijn M. Butler, Joe Uhel, Fabrice Qin, Wanhai Otto, Natasja A. Jakobs, Marja E. Faber, Daniël R. Lutter, René Wiersinga, W. Joost van der Poll, Tom Scicluna, Brendon P. An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title | An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title_full | An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title_fullStr | An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title_full_unstemmed | An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title_short | An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
title_sort | epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8365568/ https://www.ncbi.nlm.nih.gov/pubmed/34399830 http://dx.doi.org/10.1186/s13073-021-00948-1 |
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