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Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion

BACKGROUND: A mechanistic understanding of uncommon immune outcomes such as resistance to infection has led to the development of novel therapies. Using gene level analytic methods, we previously found distinct monocyte transcriptional responses associated with resistance to Mycobacterium tuberculos...

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Autores principales: Simmons, Jason D., Segnitz, R. Max, Dill-McFarland, Kimberly A., Stein, Catherine M., Peterson, Glenna J., Mayanja-Kizza, Harriet, Boom, W. Henry, Hawn, Thomas R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104279/
https://www.ncbi.nlm.nih.gov/pubmed/37058459
http://dx.doi.org/10.1371/journal.pone.0284498
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author Simmons, Jason D.
Segnitz, R. Max
Dill-McFarland, Kimberly A.
Stein, Catherine M.
Peterson, Glenna J.
Mayanja-Kizza, Harriet
Boom, W. Henry
Hawn, Thomas R.
author_facet Simmons, Jason D.
Segnitz, R. Max
Dill-McFarland, Kimberly A.
Stein, Catherine M.
Peterson, Glenna J.
Mayanja-Kizza, Harriet
Boom, W. Henry
Hawn, Thomas R.
author_sort Simmons, Jason D.
collection PubMed
description BACKGROUND: A mechanistic understanding of uncommon immune outcomes such as resistance to infection has led to the development of novel therapies. Using gene level analytic methods, we previously found distinct monocyte transcriptional responses associated with resistance to Mycobacterium tuberculosis (Mtb) infection defined as persistently negative tuberculin skin test (TST) and interferon gamma release assay (IGRA) reactivity among highly exposed contacts (RSTR phenotype). OBJECTIVE: Using transcript isoform analyses, we aimed to identify novel RSTR-associated genes hypothesizing that previous gene-level differential expression analysis obscures isoform-specific differences that contribute to phenotype. MATERIALS AND METHODS: Monocytes from 49 RSTR versus 52 subjects with latent Mtb infection (LTBI) were infected with M. tuberculosis (H37Rv) or left unstimulated (media) prior to RNA isolation and sequencing. RSTR-associated gene expression was then identified using differential transcript isoform analysis. RESULTS: We identified 81 differentially expressed transcripts (DETs) in 70 genes (FDR <0.05) comparing RSTR and LTBI phenotypes with the majority (n = 79 DETs) identified under Mtb-stimulated conditions. Seventeen of these genes were previously identified with gene-level bulk RNAseq analyses including genes in the IFNγ response that had increased expression among LTBI subjects, findings consistent with a clinical phenotype based on IGRA reactivity. Among the subset of 23 genes with positive differential expression among Mtb-infected RSTR monocytes, 13 were not previously identified. These novel DET genes included PDE4A and ZEB2, which each had multiple DETs with higher expression among RSTR subjects, and ACSL4 and GAPDH that each had a single transcript isoform associated with RSTR. CONCLUSION AND LIMITATIONS: Transcript isoform-specific analyses identify transcriptional associations, such as those associated with resistance to TST/IGRA conversion, that are obscured when using gene-level approaches. These findings should be validated with additional RSTR cohorts and whether the newly identified candidate resistance genes directly influence the monocyte Mtb response requires functional study.
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spelling pubmed-101042792023-04-15 Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion Simmons, Jason D. Segnitz, R. Max Dill-McFarland, Kimberly A. Stein, Catherine M. Peterson, Glenna J. Mayanja-Kizza, Harriet Boom, W. Henry Hawn, Thomas R. PLoS One Research Article BACKGROUND: A mechanistic understanding of uncommon immune outcomes such as resistance to infection has led to the development of novel therapies. Using gene level analytic methods, we previously found distinct monocyte transcriptional responses associated with resistance to Mycobacterium tuberculosis (Mtb) infection defined as persistently negative tuberculin skin test (TST) and interferon gamma release assay (IGRA) reactivity among highly exposed contacts (RSTR phenotype). OBJECTIVE: Using transcript isoform analyses, we aimed to identify novel RSTR-associated genes hypothesizing that previous gene-level differential expression analysis obscures isoform-specific differences that contribute to phenotype. MATERIALS AND METHODS: Monocytes from 49 RSTR versus 52 subjects with latent Mtb infection (LTBI) were infected with M. tuberculosis (H37Rv) or left unstimulated (media) prior to RNA isolation and sequencing. RSTR-associated gene expression was then identified using differential transcript isoform analysis. RESULTS: We identified 81 differentially expressed transcripts (DETs) in 70 genes (FDR <0.05) comparing RSTR and LTBI phenotypes with the majority (n = 79 DETs) identified under Mtb-stimulated conditions. Seventeen of these genes were previously identified with gene-level bulk RNAseq analyses including genes in the IFNγ response that had increased expression among LTBI subjects, findings consistent with a clinical phenotype based on IGRA reactivity. Among the subset of 23 genes with positive differential expression among Mtb-infected RSTR monocytes, 13 were not previously identified. These novel DET genes included PDE4A and ZEB2, which each had multiple DETs with higher expression among RSTR subjects, and ACSL4 and GAPDH that each had a single transcript isoform associated with RSTR. CONCLUSION AND LIMITATIONS: Transcript isoform-specific analyses identify transcriptional associations, such as those associated with resistance to TST/IGRA conversion, that are obscured when using gene-level approaches. These findings should be validated with additional RSTR cohorts and whether the newly identified candidate resistance genes directly influence the monocyte Mtb response requires functional study. Public Library of Science 2023-04-14 /pmc/articles/PMC10104279/ /pubmed/37058459 http://dx.doi.org/10.1371/journal.pone.0284498 Text en © 2023 Simmons et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Simmons, Jason D.
Segnitz, R. Max
Dill-McFarland, Kimberly A.
Stein, Catherine M.
Peterson, Glenna J.
Mayanja-Kizza, Harriet
Boom, W. Henry
Hawn, Thomas R.
Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title_full Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title_fullStr Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title_full_unstemmed Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title_short Differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
title_sort differentially expressed transcript isoforms associate with resistance to tuberculin skin test and interferon gamma release assay conversion
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104279/
https://www.ncbi.nlm.nih.gov/pubmed/37058459
http://dx.doi.org/10.1371/journal.pone.0284498
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