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A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction
Diabetes mellitus (DM) increases tuberculosis (TB) severity. We compared blood gene expression in adults with pulmonary TB, with or without diabetes mellitus (DM) from sites in Brazil and India. RNA sequencing (RNAseq) performed at baseline and during TB treatment. Publicly available baseline RNAseq...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10180618/ https://www.ncbi.nlm.nih.gov/pubmed/37173394 http://dx.doi.org/10.1038/s41598-023-34847-9 |
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author | Queiroz, Artur T. L. Vinhaes, Caian L. Fukutani, Eduardo R. Gupte, Akshay N. Kumar, Nathella Pavan Fukutani, Kiyoshi F. Arriaga, María B. Sterling, Timothy R. Babu, Subash Gaikwad, Sanjay Karyakarte, Rajesh Mave, Vidya Paradhkar, Mandar Viswanathan, Vijay Gupta, Amita Andrade, Bruno B. Kornfeld, Hardy |
author_facet | Queiroz, Artur T. L. Vinhaes, Caian L. Fukutani, Eduardo R. Gupte, Akshay N. Kumar, Nathella Pavan Fukutani, Kiyoshi F. Arriaga, María B. Sterling, Timothy R. Babu, Subash Gaikwad, Sanjay Karyakarte, Rajesh Mave, Vidya Paradhkar, Mandar Viswanathan, Vijay Gupta, Amita Andrade, Bruno B. Kornfeld, Hardy |
author_sort | Queiroz, Artur T. L. |
collection | PubMed |
description | Diabetes mellitus (DM) increases tuberculosis (TB) severity. We compared blood gene expression in adults with pulmonary TB, with or without diabetes mellitus (DM) from sites in Brazil and India. RNA sequencing (RNAseq) performed at baseline and during TB treatment. Publicly available baseline RNAseq data from South Africa and Romania reported by the TANDEM Consortium were also analyzed. Across the sites, differentially expressed genes varied for each condition (DM, TB, and TBDM) and no pattern classified any one group across all sites. A concise signature of TB disease was identified but this was expressed equally in TB and TBDM. Pathway enrichment analysis failed to distinguish TB from TBDM, although there was a trend for greater neutrophil and innate immune pathway activation in TBDM participants. Pathways associated with insulin resistance, metabolic dysfunction, diabetic complications, and chromosomal instability were positively correlated with glycohemoglobin. The immune response to pulmonary TB as reflected by whole blood gene expression is substantially similar with or without comorbid DM. Gene expression pathways associated with the microvascular and macrovascular complications of DM are upregulated during TB, supporting a syndemic interaction between these coprevalent diseases. |
format | Online Article Text |
id | pubmed-10180618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101806182023-05-14 A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction Queiroz, Artur T. L. Vinhaes, Caian L. Fukutani, Eduardo R. Gupte, Akshay N. Kumar, Nathella Pavan Fukutani, Kiyoshi F. Arriaga, María B. Sterling, Timothy R. Babu, Subash Gaikwad, Sanjay Karyakarte, Rajesh Mave, Vidya Paradhkar, Mandar Viswanathan, Vijay Gupta, Amita Andrade, Bruno B. Kornfeld, Hardy Sci Rep Article Diabetes mellitus (DM) increases tuberculosis (TB) severity. We compared blood gene expression in adults with pulmonary TB, with or without diabetes mellitus (DM) from sites in Brazil and India. RNA sequencing (RNAseq) performed at baseline and during TB treatment. Publicly available baseline RNAseq data from South Africa and Romania reported by the TANDEM Consortium were also analyzed. Across the sites, differentially expressed genes varied for each condition (DM, TB, and TBDM) and no pattern classified any one group across all sites. A concise signature of TB disease was identified but this was expressed equally in TB and TBDM. Pathway enrichment analysis failed to distinguish TB from TBDM, although there was a trend for greater neutrophil and innate immune pathway activation in TBDM participants. Pathways associated with insulin resistance, metabolic dysfunction, diabetic complications, and chromosomal instability were positively correlated with glycohemoglobin. The immune response to pulmonary TB as reflected by whole blood gene expression is substantially similar with or without comorbid DM. Gene expression pathways associated with the microvascular and macrovascular complications of DM are upregulated during TB, supporting a syndemic interaction between these coprevalent diseases. Nature Publishing Group UK 2023-05-12 /pmc/articles/PMC10180618/ /pubmed/37173394 http://dx.doi.org/10.1038/s41598-023-34847-9 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 Queiroz, Artur T. L. Vinhaes, Caian L. Fukutani, Eduardo R. Gupte, Akshay N. Kumar, Nathella Pavan Fukutani, Kiyoshi F. Arriaga, María B. Sterling, Timothy R. Babu, Subash Gaikwad, Sanjay Karyakarte, Rajesh Mave, Vidya Paradhkar, Mandar Viswanathan, Vijay Gupta, Amita Andrade, Bruno B. Kornfeld, Hardy A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title | A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title_full | A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title_fullStr | A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title_full_unstemmed | A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title_short | A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
title_sort | multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10180618/ https://www.ncbi.nlm.nih.gov/pubmed/37173394 http://dx.doi.org/10.1038/s41598-023-34847-9 |
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