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Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis
BACKGROUND: Most individuals exposed to Mycobacterium tuberculosis (Mtb) develop latent tuberculosis infection (LTBI) and remain at risk for progressing to active tuberculosis disease (TB). Malnutrition is an important risk factor driving progression from LTBI to TB. However, the performance of bloo...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554585/ https://www.ncbi.nlm.nih.gov/pubmed/36248906 http://dx.doi.org/10.3389/fimmu.2022.1011166 |
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author | VanValkenburg, Arthur Kaipilyawar, Vaishnavi Sarkar, Sonali Lakshminarayanan, Subitha Cintron, Chelsie Prakash Babu, Senbagavalli Knudsen, Selby Joseph, Noyal Mariya Horsburgh, C. Robert Sinha, Pranay Ellner, Jerrold J. Narasimhan, Prakash Babu Johnson, W. Evan Hochberg, Natasha S. Salgame, Padmini |
author_facet | VanValkenburg, Arthur Kaipilyawar, Vaishnavi Sarkar, Sonali Lakshminarayanan, Subitha Cintron, Chelsie Prakash Babu, Senbagavalli Knudsen, Selby Joseph, Noyal Mariya Horsburgh, C. Robert Sinha, Pranay Ellner, Jerrold J. Narasimhan, Prakash Babu Johnson, W. Evan Hochberg, Natasha S. Salgame, Padmini |
author_sort | VanValkenburg, Arthur |
collection | PubMed |
description | BACKGROUND: Most individuals exposed to Mycobacterium tuberculosis (Mtb) develop latent tuberculosis infection (LTBI) and remain at risk for progressing to active tuberculosis disease (TB). Malnutrition is an important risk factor driving progression from LTBI to TB. However, the performance of blood-based TB risk signatures in malnourished individuals with LTBI remains unexplored. The aim of this study was to determine if malnourished and control individuals had differences in gene expression, immune pathways and TB risk signatures. METHODS: We utilized data from 50 tuberculin skin test positive household contacts of persons with TB - 18 malnourished participants (body mass index [BMI] < 18.5 kg/m2) and 32 controls (individuals with BMI ≥ 18.5 kg/m2). Whole blood RNA-sequencing was conducted to identify differentially expressed genes (DEGs). Ingenuity Pathway Analysis was applied to the DEGs to identify top canonical pathways and gene regulators. Gene enrichment methods were then employed to score the performance of published gene signatures associated with progression from LTBI to TB. RESULTS: Malnourished individuals had increased activation of inflammatory pathways, including pathways involved in neutrophil activation, T-cell activation and proinflammatory IL-1 and IL-6 cytokine signaling. Consistent with known association of inflammatory pathway activation with progression to TB disease, we found significantly increased expression of the RISK4 (area under the curve [AUC] = 0.734) and PREDICT29 (AUC = 0.736) progression signatures in malnourished individuals. CONCLUSION: Malnourished individuals display a peripheral immune response profile reflective of increased inflammation and a concomitant increased expression of risk signatures predicting progression to TB. With validation in prospective clinical cohorts, TB risk biomarkers have the potential to identify malnourished LTBI for targeted therapy. |
format | Online Article Text |
id | pubmed-9554585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95545852022-10-13 Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis VanValkenburg, Arthur Kaipilyawar, Vaishnavi Sarkar, Sonali Lakshminarayanan, Subitha Cintron, Chelsie Prakash Babu, Senbagavalli Knudsen, Selby Joseph, Noyal Mariya Horsburgh, C. Robert Sinha, Pranay Ellner, Jerrold J. Narasimhan, Prakash Babu Johnson, W. Evan Hochberg, Natasha S. Salgame, Padmini Front Immunol Immunology BACKGROUND: Most individuals exposed to Mycobacterium tuberculosis (Mtb) develop latent tuberculosis infection (LTBI) and remain at risk for progressing to active tuberculosis disease (TB). Malnutrition is an important risk factor driving progression from LTBI to TB. However, the performance of blood-based TB risk signatures in malnourished individuals with LTBI remains unexplored. The aim of this study was to determine if malnourished and control individuals had differences in gene expression, immune pathways and TB risk signatures. METHODS: We utilized data from 50 tuberculin skin test positive household contacts of persons with TB - 18 malnourished participants (body mass index [BMI] < 18.5 kg/m2) and 32 controls (individuals with BMI ≥ 18.5 kg/m2). Whole blood RNA-sequencing was conducted to identify differentially expressed genes (DEGs). Ingenuity Pathway Analysis was applied to the DEGs to identify top canonical pathways and gene regulators. Gene enrichment methods were then employed to score the performance of published gene signatures associated with progression from LTBI to TB. RESULTS: Malnourished individuals had increased activation of inflammatory pathways, including pathways involved in neutrophil activation, T-cell activation and proinflammatory IL-1 and IL-6 cytokine signaling. Consistent with known association of inflammatory pathway activation with progression to TB disease, we found significantly increased expression of the RISK4 (area under the curve [AUC] = 0.734) and PREDICT29 (AUC = 0.736) progression signatures in malnourished individuals. CONCLUSION: Malnourished individuals display a peripheral immune response profile reflective of increased inflammation and a concomitant increased expression of risk signatures predicting progression to TB. With validation in prospective clinical cohorts, TB risk biomarkers have the potential to identify malnourished LTBI for targeted therapy. Frontiers Media S.A. 2022-09-28 /pmc/articles/PMC9554585/ /pubmed/36248906 http://dx.doi.org/10.3389/fimmu.2022.1011166 Text en Copyright © 2022 VanValkenburg, Kaipilyawar, Sarkar, Lakshminarayanan, Cintron, Prakash Babu, Knudsen, Joseph, Horsburgh, Sinha, Ellner, Narasimhan, Johnson, Hochberg and Salgame https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology VanValkenburg, Arthur Kaipilyawar, Vaishnavi Sarkar, Sonali Lakshminarayanan, Subitha Cintron, Chelsie Prakash Babu, Senbagavalli Knudsen, Selby Joseph, Noyal Mariya Horsburgh, C. Robert Sinha, Pranay Ellner, Jerrold J. Narasimhan, Prakash Babu Johnson, W. Evan Hochberg, Natasha S. Salgame, Padmini Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title | Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title_full | Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title_fullStr | Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title_full_unstemmed | Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title_short | Malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
title_sort | malnutrition leads to increased inflammation and expression of tuberculosis risk signatures in recently exposed household contacts of pulmonary tuberculosis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554585/ https://www.ncbi.nlm.nih.gov/pubmed/36248906 http://dx.doi.org/10.3389/fimmu.2022.1011166 |
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