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Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis
BACKGROUND: Systemic sclerosis (SSc) is a multisystem autoimmune disorder that has an unclear etiology and disproportionately affects women and African Americans. Despite this, African Americans are dramatically underrepresented in SSc research. Additionally, monocytes show heightened activation in...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938585/ https://www.ncbi.nlm.nih.gov/pubmed/36803404 http://dx.doi.org/10.1186/s13148-023-01445-5 |
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author | Allen, Peter C. Smith, Sarah Wilson, Robert C. Wirth, Jena R. Wilson, Nathan H. Baker Frost, DeAnna Flume, Jonathan Gilkeson, Gary S. Cunningham, Melissa A. Langefeld, Carl D. Absher, Devin M. Ramos, Paula S. |
author_facet | Allen, Peter C. Smith, Sarah Wilson, Robert C. Wirth, Jena R. Wilson, Nathan H. Baker Frost, DeAnna Flume, Jonathan Gilkeson, Gary S. Cunningham, Melissa A. Langefeld, Carl D. Absher, Devin M. Ramos, Paula S. |
author_sort | Allen, Peter C. |
collection | PubMed |
description | BACKGROUND: Systemic sclerosis (SSc) is a multisystem autoimmune disorder that has an unclear etiology and disproportionately affects women and African Americans. Despite this, African Americans are dramatically underrepresented in SSc research. Additionally, monocytes show heightened activation in SSc and in African Americans relative to European Americans. In this study, we sought to investigate DNA methylation and gene expression patterns in classical monocytes in a health disparity population. METHODS: Classical monocytes (CD14+ + CD16−) were FACS-isolated from 34 self-reported African American women. Samples from 12 SSc patients and 12 healthy controls were hybridized on MethylationEPIC BeadChip array, while RNA-seq was performed on 16 SSc patients and 18 healthy controls. Analyses were computed to identify differentially methylated CpGs (DMCs), differentially expressed genes (DEGs), and CpGs associated with changes in gene expression (eQTM analysis). RESULTS: We observed modest DNA methylation and gene expression differences between cases and controls. The genes harboring the top DMCs, the top DEGs, as well as the top eQTM loci were enriched for metabolic processes. Genes involved in immune processes and pathways showed a weak upregulation in the transcriptomic analysis. While many genes were newly identified, several other have been previously reported as differentially methylated or expressed in different blood cells from patients with SSc, supporting for their potential dysregulation in SSc. CONCLUSIONS: While contrasting with results found in other blood cell types in largely European-descent groups, the results of this study support that variation in DNA methylation and gene expression exists among different cell types and individuals of different genetic, clinical, social, and environmental backgrounds. This finding supports the importance of including diverse, well-characterized patients to understand the different roles of DNA methylation and gene expression variability in the dysregulation of classical monocytes in diverse populations, which might help explaining the health disparities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01445-5. |
format | Online Article Text |
id | pubmed-9938585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99385852023-02-19 Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis Allen, Peter C. Smith, Sarah Wilson, Robert C. Wirth, Jena R. Wilson, Nathan H. Baker Frost, DeAnna Flume, Jonathan Gilkeson, Gary S. Cunningham, Melissa A. Langefeld, Carl D. Absher, Devin M. Ramos, Paula S. Clin Epigenetics Research BACKGROUND: Systemic sclerosis (SSc) is a multisystem autoimmune disorder that has an unclear etiology and disproportionately affects women and African Americans. Despite this, African Americans are dramatically underrepresented in SSc research. Additionally, monocytes show heightened activation in SSc and in African Americans relative to European Americans. In this study, we sought to investigate DNA methylation and gene expression patterns in classical monocytes in a health disparity population. METHODS: Classical monocytes (CD14+ + CD16−) were FACS-isolated from 34 self-reported African American women. Samples from 12 SSc patients and 12 healthy controls were hybridized on MethylationEPIC BeadChip array, while RNA-seq was performed on 16 SSc patients and 18 healthy controls. Analyses were computed to identify differentially methylated CpGs (DMCs), differentially expressed genes (DEGs), and CpGs associated with changes in gene expression (eQTM analysis). RESULTS: We observed modest DNA methylation and gene expression differences between cases and controls. The genes harboring the top DMCs, the top DEGs, as well as the top eQTM loci were enriched for metabolic processes. Genes involved in immune processes and pathways showed a weak upregulation in the transcriptomic analysis. While many genes were newly identified, several other have been previously reported as differentially methylated or expressed in different blood cells from patients with SSc, supporting for their potential dysregulation in SSc. CONCLUSIONS: While contrasting with results found in other blood cell types in largely European-descent groups, the results of this study support that variation in DNA methylation and gene expression exists among different cell types and individuals of different genetic, clinical, social, and environmental backgrounds. This finding supports the importance of including diverse, well-characterized patients to understand the different roles of DNA methylation and gene expression variability in the dysregulation of classical monocytes in diverse populations, which might help explaining the health disparities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01445-5. BioMed Central 2023-02-17 /pmc/articles/PMC9938585/ /pubmed/36803404 http://dx.doi.org/10.1186/s13148-023-01445-5 Text en © The Author(s) 2023 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 Allen, Peter C. Smith, Sarah Wilson, Robert C. Wirth, Jena R. Wilson, Nathan H. Baker Frost, DeAnna Flume, Jonathan Gilkeson, Gary S. Cunningham, Melissa A. Langefeld, Carl D. Absher, Devin M. Ramos, Paula S. Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title | Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title_full | Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title_fullStr | Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title_full_unstemmed | Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title_short | Distinct genome-wide DNA methylation and gene expression signatures in classical monocytes from African American patients with systemic sclerosis |
title_sort | distinct genome-wide dna methylation and gene expression signatures in classical monocytes from african american patients with systemic sclerosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938585/ https://www.ncbi.nlm.nih.gov/pubmed/36803404 http://dx.doi.org/10.1186/s13148-023-01445-5 |
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