Use of whole genome sequencing to estimate the mutation rate of Mycobacterium tuberculosis during latent infection
Open accessAbstract
Tuberculosis poses a global health emergency, which has been compounded by the emergence of drug-resistant Mycobacterium tuberculosis (Mtb) strains. We used whole-genome sequencing to compare the accumulation of mutations in Mtb isolated from cynomolgus macaques with active, latent or reactivated disease. We sequenced 33 Mtb isolates from nine macaques with an average genome coverage of 93% and an average read depth of 117×. Based on the distribution of SNPs observed, we calculated the mutation rates for these disease states. We found a similar mutation rate during latency as during active disease or in a logarithmically growing culture over the same period of time. The pattern of polymorphisms suggests that the mutational burden in vivo is because of oxidative DNA damage. We show that Mtb continues to acquire mutations during disease latency, which may explain why isoniazid monotherapy for latent tuberculosis is a risk factor for the emergence of isoniazid resistance.
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M. tuberculosis replicates, albeit slowly, during chronic mouse and subclinical primate infection.
“M. tuberculosis is thought to replicate, albeit slowly, during chronic mouse and subclinical primate infection46,47; thus, when we refer to 'stasis', we mean that growth and death are in equilibrium, not that growth is arrested.”
From The mycobacterial cell envelope — a moving target (2020) · cites this paper as [47]
The passage on replication during infection (labeled Abstract; no page given) reports slow replication in mice after ten weeks of chronic infection. For clinically latent primates, it says replication is thought to slow dramatically or cease entirely and that generation time is unknown; it therefore does not establish that slow replication continues in that setting. (LLM, conf=0.83)
Experimental — accuracy not yet measuredCell wall growth does not completely cease during the chronic phase, so isoniazid does not completely lose its effectiveness.
“However, cell wall growth does not completely cease during the chronic phase46,47, so isoniazid does not completely lose its effectiveness101.”
From The mycobacterial cell envelope — a moving target (2020) · cites this paper as [47]
The paper’s discussion of isoniazid preventive therapy for latent infection says that it may selectively kill susceptible bacterial populations, consistent with some retained effectiveness. It presents that killing as a possible explanation, however, and does not establish that isoniazid remains effective during the chronic phase. The preceding cell-wall-growth statement is attributed to other citations, not this paper. (LLM, conf=0.78)
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Cites
Nathan, C., & Shiloh, M. U. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.16.8841 · Cited by 1,469 · see citing works
A genome-wide view of the spectrum of spontaneous mutations in yeast.
Lynch, M., Sung, W., Morris, K., Coffey, N., Landry, C. R., Dopman, E. B., Dickinson, W. J., Okamoto, K., Kulkarni, S., Hartl, D. L., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0803466105 · Cited by 708 · see citing works
Estimating the Per-Base-Pair Mutation Rate in the Yeast <i>Saccharomyces cerevisiae</i>
Lang, G. I., & Murray, A. W. (2008) · Genetics · doi:10.1534/genetics.107.071506 · Cited by 344 · see citing works
Sarkar, S., Ma, W. T., & Sandri, G. V. H. (1992) · Genetica · doi:10.1007/bf00120324 · Cited by 181 · see citing works
Flagged first, then by citations
Research works printed but not linked: 27
- [1]Balcells ME Thomas SL Godfrey-Faussett P Grant AD Isoniazid preventive therapy and risk for resistant tuberculosis Emerg Infect Dis 2006 12 744 751 16704830 PMC3374455
- [2]Cattamanchi A Clinical characteristics and treatment outcomes of patients with isoniazid-monoresistant tuberculosis Clin Infect Dis 2009 48 179 185 19086909 PMC2756509
- [3]Denver DR Morris K Lynch M Thomas WK High mutation rate and predominance of insertions in the Caenorhabditis elegans nuclear genome Nature 2004 430 679 682 15295601
- [4]Haag-Liautard C Direct estimation of per nucleotide and genomic deleterious mutation rates in Drosophila Nature 2007 445 82 85 17203060
- [6]Capuano SV 3rd Experimental Mycobacterium tuberculosis infection of cynomolgus macaques closely resembles the various manifestations of human M. tuberculosis infection Infect Immun 2003 71 5831 5844 14500505 PMC201048
- [7]Lin PL Quantitative comparison of active and latent tuberculosis in the cynomolgus macaque model Infect Immun 2009 77 4631 4642 19620341 PMC2747916
- [8]Li H Ruan J Durbin R Mapping short DNA sequencing reads and calling variants using mapping quality scores Genome Res 2008 18 1851 1858 18714091 PMC2577856
- [9]Ioerger TR Genome analysis of multi- and extensively-drug-resistant tuberculosis from KwaZulu-Natal, South Africa PLoS ONE 2009 4 e7778 19890396 PMC2767505
- [10]Hernandez D Francois P Farinelli L Osteras M Schrenzel J De novo bacterial genome sequencing: millions of very short reads assembled on a desktop computer Genome Res 2008 18 802 809 18332092 PMC2336802
- [11]Gutierrez-Vazquez JM Studies on the rate of growth of mycobacteria. I. Generation time of Mycobacterium tuberculosis on several solid and liquid media and effects exerted by glycerol and malachite green Am Rev Tuberc 1956 74 50 58 13327214
- [12]Gill WP A replication clock for Mycobacterium tuberculosis Nat Med 2009 15 211 214 19182798 PMC2779834
- [13]Muñoz-Elías EJ Replication dynamics of Mycobacterium tuberculosis in chronically infected mice Infect Immun 2005 73 546 551 15618194 PMC538940
- [14]Barry CE The spectrum of latent tuberculosis: rethinking the biology and intervention strategies Nature Reviews Microbiology 2009 7 845 855 19855401 PMC4144869
- [15]Lin PL Flynn JL Understanding latent tuberculosis: a moving target J Immunol 2010 185 15 22 20562268 PMC3311959
- [18]Boshoff HIM Reed MB Barry CE Mizrahi V DnaE2 polymerase contributes to in vivo survival and the emergence of drug resistance in Mycobacterium tuberculosis Cell 2003 113 183 193 12705867
- [19]Werngren J Hoffner SE Drug-susceptible Mycobacterium tuberculosis Beijing genotype does not develop mutation-conferred resistance to rifampin at an elevated rate Journal of Clinical Microbiology 2003 41 1520 1524 12682139 PMC153924
- [20]Telenti A Detection of rifampicin-resistance mutations in Mycobacterium tuberculosis Lancet 1993 341 647 650 8095569
- [22]Ng VH Cox JS Sousa AO MacMicking JD McKinney JD Role of KatG catalase-peroxidase in mycobacterial pathogenesis: countering the phagocyte oxidative burst Mol Microbiol 2004 52 1291 1302 15165233
- [23]Sassetti CM Rubin EJ Genetic requirements for mycobacterial survival during infection Proc Natl Acad Sci USA 2003 100 12989 12994 14569030 PMC240732
- [24]Boshoff HI Durbach SI Mizrahi V DNA metabolism in mycobacterium tuberculosis: implications for drug resistance and strain variability Scand J Infect Dis 2001 33 101 105 11233842
- [25]Fenhalls G In situ detection of Mycobacterium tuberculosis transcripts in human lung granulomas reveals differential gene expression in necrotic lesions Infect Immun 2002 70 6330 6338 12379712 PMC130373
- [26]Saint-Ruf C Pesut J Sopta M Matic I Causes and consequences of DNA repair activity modulation during stationary phase in Escherichia coli Crit Rev Biochem Mol Biol 2007 42 259 270 17687668
- [27]Bjedov I Stress-induced mutagenesis in bacteria Science 2003 300 1404 1409 12775833
- [28]Cohen T Lipsitch M Walensky RP Murray M Beneficial and perverse effects of isoniazid preventive therapy for latent tuberculosis infection in HIV-tuberculosis coinfected populations Proc Natl Acad Sci U S A 2006 103 7042 7047 16632605 PMC1459015
- [29]Perriens JH Increased mortality and tuberculosis treatment failure rate among human immunodeficiency virus (HIV) seropositive compared with HIV seronegative patients with pulmonary tuberculosis treated with “standard” chemotherapy in Kinshasa, Zaire Am Rev Respir Dis 1991 144 750 755 1928943
- [30]Lee J Remold HG Ieong MH Kornfeld H Macrophage apoptosis in response to high intracellular burden of Mycobacterium tuberculosis is mediated by a novel caspase-independent pathway J Immunol 2006 176 4267 4274 16547264
- [31]Kurtz S Versatile and open software for comparing large genomes Genome Biol 2004 5 R12 14759262 PMC395750
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Truong, D. T., Tett, A., Pasolli, E., Huttenhower, C., & Segata, N. (2017) · Genome Research · doi:10.1101/gr.216242.116 · Cited by 839 · see citing works
Ford, C. B., Shah, R. R., Maeda, M. K., Gagneux, S., Murray, M. B., Cohen, T., Johnston, J. C., Gardy, J., Lipsitch, M., & Fortune, S. M. (2013) · Nature Genetics · doi:10.1038/ng.2656 · Cited by 457 · see citing works
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- Authors
- Ford, C. B., Lin, P. L., Chase, M. R., Shah, R. R., Iartchouk, O., Galagan, J., Mohaideen, N., Ioerger, T. R., Sacchettini, J. C., Lipsitch, M., Flynn, J. L., & Fortune, S. M.
- Affiliations
- Harvard University (US)
- Children's Hospital of Pittsburgh (US)
- Broad Institute (US)
- Texas A&M University (US)
- University of Pittsburgh (US)
- Corresponding author
- Fortune, Sarah M
- ORCID
- Venue
- Nature Genetics
- Published
- 2011-04-24
- Volume
- 43
- Issue
- 5
- Pages
- 482-486
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- PMC
- PMC3101871
- OpenAlex
- W2043532115
- Cited by
- 437
- References
- 4
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 29 · 2023: 26 · 2022: 16 · 2021: 15 · 2020: 20 · 2019: 27 · 2018: 29 · 2017: 46 · 2016: 35 · 2015: 41 · 2014: 38 · 2013: 41 · 2012: 42
- FWCI
- 28.18
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Genetics (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Heart, Lung, and Blood Institute (R01HL075845, R01HL106804, R33HL092883)
- National Institute of General Medical Sciences (U54GM088558)
- National Institute of Allergy and Infectious Diseases (HHSN266200400001C, K08AI063101, U19AI076217, T32AI007638)
- National Center for Chronic Disease Prevention and Health Promotion (DP2-0D001378)
- Topics
- Health Sciences › Medicine › Infectious Diseases › Tuberculosis Research and Epidemiology
- Health Sciences › Medicine › Surgery › Infectious Diseases and Tuberculosis
- Health Sciences › Medicine › Epidemiology › Mycobacterium research and diagnosis
- Keywords
- Mycobacterium tuberculosis, mutation rate, latent tuberculosis infection, tuberculosis reactivation, cynomolgus macaques, single nucleotide polymorphisms, oxidative DNA damage, isoniazid resistance, acquired drug resistance
- MeSH terms
- Animals, Antitubercular Agents, Base Sequence, Disease Models, Animal, DNA, Bacterial, Humans, Isoniazid, Macaca fascicularis, Models, Genetic, Mutation, Mycobacterium tuberculosis, Time Factors, Genome, Bacterial, Tuberculosis, Multidrug-Resistant, Polymorphism, Single Nucleotide, Drug Resistance, Bacterial, Latent Tuberculosis
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