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Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study
People with HIV remain at greater risk for both infectious and non-infectious pulmonary diseases even after antiretroviral therapy initiation and CD4 cell count recovery. These clinical risks reflect persistent HIV-mediated defects in innate and adaptive immunity, including in the alveolar macrophag...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504379/ https://www.ncbi.nlm.nih.gov/pubmed/37714998 http://dx.doi.org/10.1038/s41598-023-42644-7 |
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author | Staitieh, Bashar S. Hu, Xin Yeligar, Samantha M. Auld, Sara C. |
author_facet | Staitieh, Bashar S. Hu, Xin Yeligar, Samantha M. Auld, Sara C. |
author_sort | Staitieh, Bashar S. |
collection | PubMed |
description | People with HIV remain at greater risk for both infectious and non-infectious pulmonary diseases even after antiretroviral therapy initiation and CD4 cell count recovery. These clinical risks reflect persistent HIV-mediated defects in innate and adaptive immunity, including in the alveolar macrophage, a key innate immune effector in the lungs. In this proof-of-concept pilot study, we leveraged paired RNA-seq and ATAC-seq analyses of human alveolar macrophages obtained with research bronchoscopy from people with and without HIV to highlight the potential for recent methodologic advances to generate novel hypotheses about biological pathways that may contribute to impaired pulmonary immune function in people with HIV. In addition to 35 genes that were differentially expressed in macrophages from people with HIV, gene set enrichment analysis identified six gene sets that were differentially regulated. ATAC-seq analysis revealed 115 genes that were differentially accessible for people with HIV. Data-driven integration of the findings from these complementary, high-throughput techniques using xMWAS identified distinct clusters involving lipoprotein lipase and inflammatory pathways. By bringing together transcriptional and epigenetic data, this analytic approach points to several mechanisms, including previously unreported pathways, that warrant further exploration as potential mediators of the increased risk of pulmonary disease in people with HIV. |
format | Online Article Text |
id | pubmed-10504379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105043792023-09-17 Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study Staitieh, Bashar S. Hu, Xin Yeligar, Samantha M. Auld, Sara C. Sci Rep Article People with HIV remain at greater risk for both infectious and non-infectious pulmonary diseases even after antiretroviral therapy initiation and CD4 cell count recovery. These clinical risks reflect persistent HIV-mediated defects in innate and adaptive immunity, including in the alveolar macrophage, a key innate immune effector in the lungs. In this proof-of-concept pilot study, we leveraged paired RNA-seq and ATAC-seq analyses of human alveolar macrophages obtained with research bronchoscopy from people with and without HIV to highlight the potential for recent methodologic advances to generate novel hypotheses about biological pathways that may contribute to impaired pulmonary immune function in people with HIV. In addition to 35 genes that were differentially expressed in macrophages from people with HIV, gene set enrichment analysis identified six gene sets that were differentially regulated. ATAC-seq analysis revealed 115 genes that were differentially accessible for people with HIV. Data-driven integration of the findings from these complementary, high-throughput techniques using xMWAS identified distinct clusters involving lipoprotein lipase and inflammatory pathways. By bringing together transcriptional and epigenetic data, this analytic approach points to several mechanisms, including previously unreported pathways, that warrant further exploration as potential mediators of the increased risk of pulmonary disease in people with HIV. Nature Publishing Group UK 2023-09-15 /pmc/articles/PMC10504379/ /pubmed/37714998 http://dx.doi.org/10.1038/s41598-023-42644-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Staitieh, Bashar S. Hu, Xin Yeligar, Samantha M. Auld, Sara C. Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title | Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title_full | Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title_fullStr | Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title_full_unstemmed | Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title_short | Paired ATAC- and RNA-seq offer insight into the impact of HIV on alveolar macrophages: a pilot study |
title_sort | paired atac- and rna-seq offer insight into the impact of hiv on alveolar macrophages: a pilot study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504379/ https://www.ncbi.nlm.nih.gov/pubmed/37714998 http://dx.doi.org/10.1038/s41598-023-42644-7 |
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