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Transcriptional adaptation of drug-tolerant Mycobacterium tuberculosis in mice

Elizabeth A Wynn, Christian Dide-Agossou, Matthew Reichlen, Karen Rossmassler, Reem Al Mubarak, Justin J Reid, Samuel T Tabor, Sarah E M Born, Monica R Ransom, Rebecca M Davidson, Kendra N Walton, Jeanne B Benoit, Amanda Hoppers, Allison A Bauman, Lisa M Massoudi, Gregory Dolganov, Payam Nahid, Martin I Voskuil, Gregory T Robertson, Camille M Moore, Nicholas D Walter
doi: https://doi.org/10.1101/2023.03.06.531356
Elizabeth A Wynn
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
2Department of Biostatistics and Informatics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
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Christian Dide-Agossou
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Matthew Reichlen
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
5Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Karen Rossmassler
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Reem Al Mubarak
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Justin J Reid
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Samuel T Tabor
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Sarah E M Born
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
5Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Monica R Ransom
6Division of Hematology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Rebecca M Davidson
7Center for Genes, Environment and Health, National Jewish Health, Denver, CO, USA
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Kendra N Walton
7Center for Genes, Environment and Health, National Jewish Health, Denver, CO, USA
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Jeanne B Benoit
7Center for Genes, Environment and Health, National Jewish Health, Denver, CO, USA
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Amanda Hoppers
7Center for Genes, Environment and Health, National Jewish Health, Denver, CO, USA
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Allison A Bauman
8Mycobacteria Research Laboratories, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA
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Lisa M Massoudi
8Mycobacteria Research Laboratories, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA
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Gregory Dolganov
9Division of Infectious Diseases and Geographic Medicine, Stanford University, Palo Alto, CA, USA
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Payam Nahid
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
10Division of Pulmonary and Critical Care Medicine, University of California San Francisco, CA, USA
11UCSF Center for Tuberculosis, University of California, San Francisco, CA, USA
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Martin I Voskuil
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
5Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Gregory T Robertson
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
8Mycobacteria Research Laboratories, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA
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Camille M Moore
2Department of Biostatistics and Informatics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
7Center for Genes, Environment and Health, National Jewish Health, Denver, CO, USA
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Nicholas D Walter
1Rocky Mountain Regional VA Medical Center, Aurora, CO, USA
3Consortium for Applied Microbial Metrics, Aurora, CO, USA
4Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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  • For correspondence: nicholas.walter@cuanschutz.edu
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ABSTRACT

Transcriptome evaluation of Mycobacterium tuberculosis in the lungs of laboratory animals during long-term treatment has been limited by extremely low abundance of bacterial mRNA relative to eukaryotic RNA. Here we report a targeted amplification RNA sequencing method called SEARCH-TB. After confirming that SEARCH-TB recapitulates conventional RNA-seq in vitro, we applied SEARCH-TB to Mycobacterium tuberculosis-infected BALB/c mice treated for up to 28 days with the global standard isoniazid, rifampin, pyrazinamide, and ethambutol regimen. We compared results in mice with 8-day exposure to the same regimen in vitro. After treatment of mice for 28 days, SEARCH-TB suggested broad suppression of genes associated with bacterial growth, transcription, translation, synthesis of rRNA proteins and immunogenic secretory peptides. Adaptation of drug-stressed Mycobacterium tuberculosis appeared to include a metabolic transition from ATP-maximizing respiration towards lower-efficiency pathways, modification and recycling of cell wall components, large-scale regulatory reprogramming, and reconfiguration of efflux pumps expression. Despite markedly different expression at pre-treatment baseline, murine and in vitro samples had broadly similar transcriptional change during treatment. The differences observed likely indicate the importance of immunity and pharmacokinetics in the mouse. By elucidating the long-term effect of tuberculosis treatment on bacterial cellular processes in vivo, SEARCH-TB represents a highly granular pharmacodynamic monitoring tool with potential to enhance evaluation of new regimens and thereby accelerate progress towards a new generation of more effective tuberculosis treatment.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is also made available for use under a CC0 license.
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Posted March 08, 2023.
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Transcriptional adaptation of drug-tolerant Mycobacterium tuberculosis in mice
Elizabeth A Wynn, Christian Dide-Agossou, Matthew Reichlen, Karen Rossmassler, Reem Al Mubarak, Justin J Reid, Samuel T Tabor, Sarah E M Born, Monica R Ransom, Rebecca M Davidson, Kendra N Walton, Jeanne B Benoit, Amanda Hoppers, Allison A Bauman, Lisa M Massoudi, Gregory Dolganov, Payam Nahid, Martin I Voskuil, Gregory T Robertson, Camille M Moore, Nicholas D Walter
bioRxiv 2023.03.06.531356; doi: https://doi.org/10.1101/2023.03.06.531356
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Transcriptional adaptation of drug-tolerant Mycobacterium tuberculosis in mice
Elizabeth A Wynn, Christian Dide-Agossou, Matthew Reichlen, Karen Rossmassler, Reem Al Mubarak, Justin J Reid, Samuel T Tabor, Sarah E M Born, Monica R Ransom, Rebecca M Davidson, Kendra N Walton, Jeanne B Benoit, Amanda Hoppers, Allison A Bauman, Lisa M Massoudi, Gregory Dolganov, Payam Nahid, Martin I Voskuil, Gregory T Robertson, Camille M Moore, Nicholas D Walter
bioRxiv 2023.03.06.531356; doi: https://doi.org/10.1101/2023.03.06.531356

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