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Preventive Therapy for Contacts of Drug-Resistant Tuberculosis. Pathogens 2022; 11:pathogens11101189. [PMID: 36297246 PMCID: PMC9609446 DOI: 10.3390/pathogens11101189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/12/2022] [Accepted: 10/14/2022] [Indexed: 11/07/2022] Open
Abstract
Preventing the progression of a drug-resistant tuberculosis (DR-TB) infection to disease is an important pillar of the DR-TB elimination strategy. International guidelines have recently proposed fluoroquinolones for tuberculosis preventive therapy (TPT) in DR-TB contacts, although the available evidence is low quality. The pooled data from small observational studies suggest that a fluoroquinolone-based TPT is safe, effective and cost-effective as a preventive treatment in DR-TB contacts. Three clinical trials are currently ongoing to generate higher quality evidence on the efficacy of levofloxacin and delamanid as a DR-TB preventive therapy. Additional evidence is also needed, regarding TPT treatment in fluoroquinolone-resistant-TB contacts, patient and health care worker perceptions on DR-TB preventive therapy for contacts, and the service delivery models to increase DR-TPT access. This state-of-the-art review presents the current literature on TPT for contacts of DR-TB cases, focusing on the available evidence and international guidelines.
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Kendall EA, Hussain H, Kunkel A, Kubiak RW, Trajman A, Menzies R, Drain PK. Isoniazid or rifampicin preventive therapy with and without screening for subclinical TB: a modeling analysis. BMC Med 2021; 19:315. [PMID: 34903214 PMCID: PMC8670249 DOI: 10.1186/s12916-021-02189-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 11/15/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Short-course, rifamycin-based regimens could facilitate scale-up of tuberculosis preventive therapy (TPT), but it is unclear how stringently tuberculosis (TB) disease should be ruled out before TPT use. METHODS We developed a state-transition model of a TPT intervention among two TPT-eligible cohorts: adults newly diagnosed with HIV in South Africa (PWH) and TB household contacts in Pakistan (HHCs). We modeled two TPT regimens-4 months of rifampicin [4R] or 6 months of isoniazid [6H]-comparing each to a reference of no intervention. Before initiating TPT, TB disease was excluded either through symptom-only screening or with additional radiographic screening that could detect subclinical TB but might limit access to the TPT intervention. TPT's potential curative effects on both latent and subclinical TB were modeled, as were both acquisitions of resistance and prevention of drug-resistant disease. Although all eligible individuals received the screening and/or TPT interventions, the modeled TB outcomes comprised only those with latent or subclinical TB that would have progressed to symptomatic disease if untreated. RESULTS When prescribed after only symptom-based TB screening (such that individuals with subclinical TB were included among TPT recipients), 4R averted 45 active (i.e., symptomatic) TB cases (95% uncertainty range 24-79 cases or 40-89% of progressions to active TB) per 1000 PWH [17 (9-29, 43-94%) per 1000 HHCs]; 6H averted 37 (19-66, 52-73%) active TB cases among PWH [13 (7-23, 53-75%) among HHCs]. With this symptom-only screening, for each net rifampicin resistance case added by 4R, 12 (3-102) active TB cases were averted among PWH (37 [9-580] among HHCs); isoniazid-resistant TB was also reduced. Similarly, 6H after symptom-only screening increased isoniazid resistance while reducing overall and rifampicin-resistant active TB. Screening for subclinical TB before TPT eliminated this net increase in resistance to the TPT drug; however, if the screening requirement reduced TPT access by more than 10% (the estimated threshold for 4R among HHCs) to 30% (for 6H among PWH), it was likely to reduce the intervention's overall TB prevention impact. CONCLUSIONS All modeled TPT strategies prevent TB relative to no intervention, and differences between TPT regimens or between screening approaches are small relative to uncertainty in the outcomes of any given strategy. If most TPT-eligible individuals can be screened for subclinical TB, then pairing such screening with rifamycin-based TPT maximizes active TB prevention and does not increase rifampicin resistance. Where subclinical TB cannot be routinely excluded without substantially reducing TPT access, the choice of TPT regimen requires weighing 4R's efficacy advantages (as well as its greater safety and shorter duration that we did not directly model) against the consequences of rifampicin resistance in a small fraction of recipients.
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Affiliation(s)
- Emily A Kendall
- Division of Infectious Diseases and Center for Tuberculosis Research, Johns Hopkins University School of Medicine, 1550 Orleans Street, Baltimore, Maryland, 21287, USA.
| | - Hamidah Hussain
- Interactive Research and Development (IRD) Global, 583 Orchard Road #06-01 Forum, Singapore, Singapore
| | - Amber Kunkel
- Emerging Diseases Epidemiology Unit, Institut Pasteur, 25-28 Rue du Dr Roux, 75015, Paris, France
| | - Rachel W Kubiak
- Department of Epidemiology, University of Washington, 3980 15th Ave NE, Seattle, Washington, 98195, USA
| | - Anete Trajman
- Instituto de Medicina Social, Universidade do Estado do Rio de Janeiro, R. São Francisco Xavier, Rio de Janeiro, 20550-900, Brazil
| | - Richard Menzies
- Respiratory Epidemiology and Clinical Research Unit, Montreal Chest Institute & McGill International TB Centre, 3650 St-Urbain Street, Montreal, Quebec, H2X 2P, Canada
| | - Paul K Drain
- Departments of Global Health, Medicine, and Epidemiology, University of Washington, Box 359927, 325 Ninth Ave, Seattle, Washington, 98104, USA
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Economic and modeling evidence for tuberculosis preventive therapy among people living with HIV: A systematic review and meta-analysis. PLoS Med 2021; 18:e1003712. [PMID: 34520463 PMCID: PMC8439468 DOI: 10.1371/journal.pmed.1003712] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 06/27/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV) is the strongest known risk factor for tuberculosis (TB) through its impairment of T-cell immunity. Tuberculosis preventive treatment (TPT) is recommended for people living with HIV (PLHIV) by the World Health Organization, as it significantly reduces the risk of developing TB disease. We conducted a systematic review and meta-analysis of modeling studies to summarize projected costs, risks, benefits, and impacts of TPT use among PLHIV on TB-related outcomes. METHODS AND FINDINGS We searched MEDLINE, Embase, and Web of Science from inception until December 31, 2020. Two reviewers independently screened titles, abstracts, and full texts; extracted data; and assessed quality. Extracted data were summarized using descriptive analysis. We performed quantile regression and random effects meta-analysis to describe trends in cost, effectiveness, and cost-effectiveness outcomes across studies and identified key determinants of these outcomes. Our search identified 6,615 titles; 61 full texts were included in the final review. Of the 61 included studies, 31 reported both cost and effectiveness outcomes. A total of 41 were set in low- and middle-income countries (LMICs), while 12 were set in high-income countries (HICs); 2 were set in both. Most studies considered isoniazid (INH)-based regimens 6 to 2 months long (n = 45), or longer than 12 months (n = 11). Model parameters and assumptions varied widely between studies. Despite this, all studies found that providing TPT to PLHIV was predicted to be effective at averting TB disease. No TPT regimen was substantially more effective at averting TB disease than any other. The cost of providing TPT and subsequent downstream costs (e.g. post-TPT health systems costs) were estimated to be less than $1,500 (2020 USD) per person in 85% of studies that reported cost outcomes (n = 36), regardless of study setting. All cost-effectiveness analyses concluded that providing TPT to PLHIV was potentially cost-effective compared to not providing TPT. In quantitative analyses, country income classification, consideration of antiretroviral therapy (ART) use, and TPT regimen use significantly impacted cost-effectiveness. Studies evaluating TPT in HICs suggested that TPT may be more effective at preventing TB disease than studies evaluating TPT in LMICs; pooled incremental net monetary benefit, given a willingness-to-pay threshold of country-level per capita gross domestic product (GDP), was $271 in LMICs (95% confidence interval [CI] -$81 to $622, p = 0.12) and was $2,568 in HICs (-$32,115 to $37,251, p = 0.52). Similarly, TPT appeared to be more effective at averting TB disease in HICs; pooled percent reduction in active TB incidence was 20% (13% to 27%, p < 0.001) in LMICs and 37% (-34% to 100%, p = 0.13) in HICs. Key limitations of this review included the heterogeneity of input parameters and assumptions from included studies, which limited pooling of effect estimates, inconsistent reporting of model parameters, which limited sample sizes of quantitative analyses, and database bias toward English publications. CONCLUSIONS The body of literature related to modeling TPT among PLHIV is large and heterogeneous, making comparisons across studies difficult. Despite this variability, all studies in all settings concluded that providing TPT to PLHIV is potentially effective and cost-effective for preventing TB disease.
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Wang PH, Lin CH, Chang TH, Wu CS. Chest roentgenography is complementary to interferon-gamma release assay in latent tuberculosis infection screening of rheumatic patients. BMC Pulm Med 2020; 20:232. [PMID: 32867745 PMCID: PMC7461250 DOI: 10.1186/s12890-020-01274-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 08/25/2020] [Indexed: 01/01/2023] Open
Abstract
Background A study of latent tuberculosis infection (LTBI) burden by chest roentgenography (CXR) with reference to interferon-gamma release assay (IGRA) is still lacking in rheumatic patients of an intermediate tuberculosis burden area. Methods We retrospectively reviewed clinical data of patients with rheumatoid arthritis (RA), ankylosing spondylitis (AS), or psoriatic arthritis (PsA) receiving LTBI screening for biologics from Jan 2013 to April 2014. Results A total of 238 rheumatic patients who underwent LTBI screening were included in this study, of whom 46 (19.3%) had positive IGRA tests, 178 (74.8%) had negative results, and 14 (5.9%) had indeterminate results. Radiological findings suggesting healed tuberculosis (CXR-old-TB) were found in 18.1% of all patients, 23.9% in the IGRA -positive patients vs 16.9% in the IGRA-negative patients (OR 1.55 95% CI: 0.71–3.39, p = 0.27). Forty (40/46, 87.0%) IGRA-positive patients received isoniazid prophylaxis and 77.5% of them finished treatment. Six patients developed adverse effects of isoniazid treatment, resulting in an overall number needed to harm (NNH) of 6.7 (40/6). IGRA-non-positive patients with old TB-suggestive CXR comprised 13.4% (32/238) of all our rheumatic patients, and one of them developed pulmonary tuberculosis within one year after screening. Conclusions LTBI disease burden in rheumatic patients is substantial according to the estimation of CXR and IGRA screening. Correlation between CXR and IGRA is not significant in rheumatic patients, which implies their complementary roles. IGRA-non-positive patients with old TB-suggestive CXR comprise a significant portion in rheumatic patients and merit cautious follow-up by rheumatologists, tuberculosis specialists, and pulmonologists.
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Affiliation(s)
- Ping-Huai Wang
- Division of Thoracic Medicine, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan.,Oriental Institute of Technology, New Taipei City, Taiwan
| | - Chou-Han Lin
- Division of Thoracic Medicine, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Ting-Hui Chang
- Division of Rheumatology, Department of Internal Medicine, Far Eastern Memorial Hospital, No. 21 Sec 2 Nan-Ya South Road, Distinct Banchiao, 220, New Taipei City, Taiwan
| | - Chien-Sheng Wu
- Division of Rheumatology, Department of Internal Medicine, Far Eastern Memorial Hospital, No. 21 Sec 2 Nan-Ya South Road, Distinct Banchiao, 220, New Taipei City, Taiwan.
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González Fernández L, Casas EC, Singh S, Churchyard GJ, Brigden G, Gotuzzo E, Vandevelde W, Sahu S, Ahmedov S, Kamarulzaman A, Ponce‐de‐León A, Grinsztejn B, Swindells S. New opportunities in tuberculosis prevention: implications for people living with HIV. J Int AIDS Soc 2020; 23:e25438. [PMID: 31913556 PMCID: PMC6947976 DOI: 10.1002/jia2.25438] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 11/27/2019] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Tuberculosis (TB) is a leading cause of mortality among people living with HIV (PLHIV). An invigorated global END TB Strategy seeks to increase efforts in scaling up TB preventive therapy (TPT) as a central intervention for HIV programmes in an effort to contribute to a 90% reduction in TB incidence and 95% reduction in mortality by 2035. TPT in PLHIV should be part of a comprehensive approach to reduce TB transmission, illness and death that also includes TB active case-finding and prompt, effective and timely initiation of anti-TB therapy among PLHIV. However, the use and implementation of preventive strategies has remained deplorably inadequate and today TB prevention among PLHIV has become an urgent priority globally. DISCUSSION We present a summary of the current and novel TPT regimens, including current evidence of use with antiretroviral regimens (ART). We review challenges and opportunities to scale-up TB prevention within HIV programmes, including the use of differentiated care approaches and demand creation for effective TB/HIV services delivery. TB preventive vaccines and diagnostics, including optimal algorithms, while important topics, are outside of the focus of this commentary. CONCLUSIONS A number of new tools and strategies to make TPT a standard of care in HIV programmes have become available. The new TPT regimens are safe and effective and can be used with current ART, with attention being paid to potential drug-drug interactions between rifamycins and some classes of antiretrovirals. More research and development is needed to optimize TPT for small children, pregnant women and drug-resistant TB (DR-TB). Effective programmatic scale-up can be supported through context-adapted demand creation strategies and the inclusion of TPT in client-centred services, such as differentiated service delivery (DSD) models. Robust collaboration between the HIV and TB programmes represents a unique opportunity to ensure that TB, a preventable and curable condition, is no longer the number one cause of death in PLHIV.
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Affiliation(s)
| | - Esther C Casas
- Southern Africa Medical UnitMédecins Sans FrontièresCape TownSouth Africa
| | | | - Gavin J Churchyard
- Aurum InstituteParktownSouth Africa
- School of Public HealthUniversity of WitwatersrandJohannesburgSouth Africa
- Advancing Care and Treatment for TB/HIVSouth African Medical Research CouncilParktownSouth Africa
| | - Grania Brigden
- Department of TuberculosisInternational Union Against Tuberculosis and Lung DiseaseGenevaSwitzerland
| | - Eduardo Gotuzzo
- Department of Medicine and Director of the “Alexander von Humboldt” Institute of Tropical Medicine and Infectious DiseasesPeruvian University Cayetano HerediaLimaPeru
| | - Wim Vandevelde
- Global Network of People living with HIV (GNP+)Cape TownSouth Africa
| | | | - Sevim Ahmedov
- Bureau for Global Health, Infectious Diseases, TB DivisionUSAIDWashingtonDCUSA
| | | | - Alfredo Ponce‐de‐León
- Infectious Diseases DepartmentInstituto Nacional de Ciencias Médicas y Nutrición Salvador ZubiránMexico CityMexico
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Knight GM, McQuaid CF, Dodd PJ, Houben RMGJ. Global burden of latent multidrug-resistant tuberculosis: trends and estimates based on mathematical modelling. THE LANCET. INFECTIOUS DISEASES 2019; 19:903-912. [PMID: 31281059 PMCID: PMC6656782 DOI: 10.1016/s1473-3099(19)30307-x] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 04/01/2019] [Accepted: 04/12/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND To end the global tuberculosis epidemic, latent tuberculosis infection needs to be addressed. All standard treatments for latent tuberculosis contain drugs to which multidrug-resistant (MDR) Mycobacterium tuberculosis is resistant. We aimed to estimate the global burden of multidrug-resistant latent tuberculosis infection to inform tuberculosis elimination policy. METHODS By fitting a flexible statistical model to tuberculosis drug resistance surveillance and survey data collated by WHO, we estimated national trends in the proportion of new tuberculosis cases that were caused by MDR strains. We used these data as a proxy for the proportion of new infections caused by MDR M tuberculosis and multiplied trends in annual risk of infection from previous estimates of the burden of latent tuberculosis to generate trends in the annual risk of infection with MDR M tuberculosis. These estimates were used in a cohort model to estimate changes in the global and national prevalence of latent infection with MDR M tuberculosis. We also estimated recent infection levels (ie, in 2013 and 2014) and made predictions for the future burden of MDR tuberculosis in 2035 and 2050. FINDINGS 19·1 million (95% uncertainty interval [UI] 16·4 million-21·7 million) people were latently infected with MDR tuberculosis in 2014-a global prevalence of 0·3% (95% UI 0·2-0·3). MDR strains accounted for 1·2% (95% UI 1·0-1·4) of the total latent tuberculosis burden overall, but for 2·9% (95% UI 2·6-3·1) of the burden among children younger than 15 years (risk ratio for those younger than 15 years vs those aged 15 years or older 2·65 [95% UI 2·11-3·25]). Recent latent infection with MDR M tuberculosis meant that 1·9 million (95% UI 1·7 million-2·3 million) people globally were at high risk of active MDR tuberculosis in 2015. INTERPRETATION We estimate that three in every 1000 people globally carry latent MDR tuberculosis infection, and prevalence is around ten times higher among those younger than 15 years. If current trends continue, the proportion of latent tuberculosis caused by MDR strains will increase, which will pose serious challenges for management of latent tuberculosis-a cornerstone of tuberculosis elimination strategies. FUNDING UK Medical Research Council, Bill & Melinda Gates Foundation, and European Research Council.
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Affiliation(s)
- Gwenan M Knight
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK; Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK; TB Modelling Group, TB Centre, London School of Hygiene & Tropical Medicine, London, UK.
| | - C Finn McQuaid
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK; Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK; TB Modelling Group, TB Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Peter J Dodd
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Rein M G J Houben
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK; Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK; TB Modelling Group, TB Centre, London School of Hygiene & Tropical Medicine, London, UK
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Sumner T, Scriba TJ, Penn-Nicholson A, Hatherill M, White RG. Potential population level impact on tuberculosis incidence of using an mRNA expression signature correlate-of-risk test to target tuberculosis preventive therapy. Sci Rep 2019; 9:11126. [PMID: 31366947 PMCID: PMC6668474 DOI: 10.1038/s41598-019-47645-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 07/02/2019] [Indexed: 01/16/2023] Open
Abstract
Achieving the WHO End-Tuberculosis (TB) targets requires approaches to prevent progression to TB among individuals with Mycobacterium tuberculosis (M.tb) infection. Effective preventive therapy (PT) exists, but current tests have low specificity for identifying who, among those infected, is at risk of developing TB. Using mathematical models, we assessed the potential population-level impact on TB incidence of using a new more specific mRNA expression signature (COR) to target PT among HIV-uninfected adults in South Africa. We compared the results to the use of the existing interferon-γ release assay (IGRA). With annual screening coverage of 30% COR-targeted PT could reduce TB incidence in 2035 by 20% (95% CI 15-27). With the same coverage, IGRA-targeted PT could reduce TB incidence by 39% (31-48) but would require greater use of PT resulting in a higher number needed to treat per TB case averted (COR: 49 (29-77); IGRA: 84 (59-123)). The relative differences between COR and IGRA were not sensitive to screening coverage. COR-targeted PT could contribute to reducing total TB burden in high incidence countries like South Africa by allowing more efficient targeting of treatment. To maximise impact, COR-like tests may be best utilised in the highest burden regions, or sub-populations, within these countries.
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Affiliation(s)
- Tom Sumner
- TB Modelling Group, TB Centre, Centre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom.
| | - Thomas J Scriba
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology and Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Adam Penn-Nicholson
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology and Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Mark Hatherill
- South African Tuberculosis Vaccine Initiative, Division of Immunology, Department of Pathology and Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Richard G White
- TB Modelling Group, TB Centre, Centre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom
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Niewiadomska AM, Jayabalasingham B, Seidman JC, Willem L, Grenfell B, Spiro D, Viboud C. Population-level mathematical modeling of antimicrobial resistance: a systematic review. BMC Med 2019; 17:81. [PMID: 31014341 PMCID: PMC6480522 DOI: 10.1186/s12916-019-1314-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 03/25/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Mathematical transmission models are increasingly used to guide public health interventions for infectious diseases, particularly in the context of emerging pathogens; however, the contribution of modeling to the growing issue of antimicrobial resistance (AMR) remains unclear. Here, we systematically evaluate publications on population-level transmission models of AMR over a recent period (2006-2016) to gauge the state of research and identify gaps warranting further work. METHODS We performed a systematic literature search of relevant databases to identify transmission studies of AMR in viral, bacterial, and parasitic disease systems. We analyzed the temporal, geographic, and subject matter trends, described the predominant medical and behavioral interventions studied, and identified central findings relating to key pathogens. RESULTS We identified 273 modeling studies; the majority of which (> 70%) focused on 5 infectious diseases (human immunodeficiency virus (HIV), influenza virus, Plasmodium falciparum (malaria), Mycobacterium tuberculosis (TB), and methicillin-resistant Staphylococcus aureus (MRSA)). AMR studies of influenza and nosocomial pathogens were mainly set in industrialized nations, while HIV, TB, and malaria studies were heavily skewed towards developing countries. The majority of articles focused on AMR exclusively in humans (89%), either in community (58%) or healthcare (27%) settings. Model systems were largely compartmental (76%) and deterministic (66%). Only 43% of models were calibrated against epidemiological data, and few were validated against out-of-sample datasets (14%). The interventions considered were primarily the impact of different drug regimens, hygiene and infection control measures, screening, and diagnostics, while few studies addressed de novo resistance, vaccination strategies, economic, or behavioral changes to reduce antibiotic use in humans and animals. CONCLUSIONS The AMR modeling literature concentrates on disease systems where resistance has been long-established, while few studies pro-actively address recent rise in resistance in new pathogens or explore upstream strategies to reduce overall antibiotic consumption. Notable gaps include research on emerging resistance in Enterobacteriaceae and Neisseria gonorrhoeae; AMR transmission at the animal-human interface, particularly in agricultural and veterinary settings; transmission between hospitals and the community; the role of environmental factors in AMR transmission; and the potential of vaccines to combat AMR.
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Affiliation(s)
- Anna Maria Niewiadomska
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA
| | - Bamini Jayabalasingham
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA.,Present Address: Elsevier Inc., 230 Park Ave, Suite B00, New York, NY, 10169, USA
| | - Jessica C Seidman
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA
| | | | - Bryan Grenfell
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA.,Princeton University, Princeton, NJ, USA
| | - David Spiro
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA
| | - Cecile Viboud
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, USA.
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Basu Roy R, Whittaker E, Seddon JA, Kampmann B. Tuberculosis susceptibility and protection in children. THE LANCET. INFECTIOUS DISEASES 2018; 19:e96-e108. [PMID: 30322790 DOI: 10.1016/s1473-3099(18)30157-9] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 01/27/2018] [Accepted: 02/09/2018] [Indexed: 12/14/2022]
Abstract
Children represent both a clinically important population susceptible to tuberculosis and a key group in whom to study intrinsic and vaccine-induced mechanisms of protection. After exposure to Mycobacterium tuberculosis, children aged under 5 years are at high risk of progressing first to tuberculosis infection, then to tuberculosis disease and possibly disseminated forms of tuberculosis, with accompanying high risks of morbidity and mortality. Children aged 5-10 years are somewhat protected, until risk increases again in adolescence. Furthermore, neonatal BCG programmes show the clearest proven benefit of vaccination against tuberculosis. Case-control comparisons from key cohorts, which recruited more than 15 000 children and adolescents in total, have identified that the ratio of monocytes to lymphocytes, activated CD4 T cell count, and a blood RNA signature could be correlates of risk for developing tuberculosis. Further studies of protected and susceptible populations are necessary to guide development of novel tuberculosis vaccines that could facilitate the achievement of WHO's goal to eliminate deaths from tuberculosis in childhood.
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Affiliation(s)
- Robindra Basu Roy
- Centre for International Child Health, Department of Paediatrics, Imperial College London, London, UK; Vaccines and Immunity Theme MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Elizabeth Whittaker
- Centre for International Child Health, Department of Paediatrics, Imperial College London, London, UK
| | - James A Seddon
- Centre for International Child Health, Department of Paediatrics, Imperial College London, London, UK
| | - Beate Kampmann
- Centre for International Child Health, Department of Paediatrics, Imperial College London, London, UK; Vaccines and Immunity Theme MRC Unit The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia.
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Modeling the implementation of population-level isoniazid preventive therapy for tuberculosis control in a high HIV-prevalence setting. AIDS 2018; 32:2129-2140. [PMID: 30096067 PMCID: PMC6150186 DOI: 10.1097/qad.0000000000001959] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND We model the epidemiological impact of providing isoniazid preventive therapy (IPT) to South African adolescents, among whom HIV prevalence is low, latent tuberculosis (TB) prevalence is high, and school-based programs may enable population-level coverage. METHODS We simulate a dynamic compartmental model of age-structured HIV and TB coepidemics in South Africa. HIV dynamics are modeled by infection status, CD4 cell count, and antiretroviral therapy; TB dynamics are modeled by disease stage, diagnosis, treatment, and IPT status. We analyze the effects of continuous IPT coverage among adolescents from 5 (baseline) to 90%. RESULTS Our model is calibrated to WHO and the Joint United Nations Programme on HIV/AIDS epidemiological estimates. In simulations, increasing IPT coverage to 50% among adolescents reduced active TB incidence by 5-34%. Increasing coverage to 90% led to a 9-40% reduction in active TB incidence. Expanded IPT access causes TB incidence to decline in the general population of HIV-positive individuals, as well as in adult HIV-positive individuals. CONCLUSION Targeting IPT to a secondary school population with high latent TB prevalence and low-HIV prevalence, in which risk of false-negative diagnosis of active TB is low and IPT benefits are more established, could have substantial benefits to adolescents and spillover benefits to the adult population.
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Ismail NA, Mvusi L, Nanoo A, Dreyer A, Omar SV, Babatunde S, Molebatsi T, van der Walt M, Adelekan A, Deyde V, Ihekweazu C, Madhi SA. Prevalence of drug-resistant tuberculosis and imputed burden in South Africa: a national and sub-national cross-sectional survey. THE LANCET. INFECTIOUS DISEASES 2018; 18:779-787. [PMID: 29685458 DOI: 10.1016/s1473-3099(18)30222-6] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 02/13/2018] [Accepted: 03/15/2018] [Indexed: 10/17/2022]
Abstract
BACKGROUND Globally, per-capita, South Africa reports a disproportionately high number of cases of multidrug-resistant (MDR) tuberculosis and extensively drug-resistant (XDR) tuberculosis. We sought to estimate the prevalence of resistance to tuberculosis drugs in newly diagnosed and retreated patients with tuberculosis provincially and nationally, and compared these with the 2001-02 estimates. METHODS A cross-sectional survey was done between June 15, 2012-June 14, 2014, using population proportionate randomised cluster sampling in the nine provinces in South Africa. 343 clusters were included, ranging between 31 and 48 per province. A patient was eligible for inclusion in the survey if he or she presented as a presumptive case during the intake period at a drug resistance survey enrolling facility. Consenting participants (≥18 years old) completed a questionnaire and had a sputum sample tested for resistance to first-line and second-line drugs. Analysis was by logistic regression with robust SEs, inverse probability weighted against routine data, and estimates were derived using a random effects model. FINDINGS 101 422 participants were tested in 2012-14. Nationally, the prevalence of MDR tuberculosis was 2·1% (95% CI 1·5-2·7) among new tuberculosis cases and 4·6% (3·2-6·0) among retreatment cases. The provincial point prevalence of MDR tuberculosis ranged between 1·6% (95% CI 0·9-2·9) and 5·1% (3·7-7·0). Overall, the prevalence of rifampicin-resistant tuberculosis (4·6%, 95% CI 3·5-5·7) was higher than the prevalence of MDR tuberculosis (2·8%, 2·0-3·6; p=0·01). Comparing the current survey with the previous (2001-02) survey, the overall MDR tuberculosis prevalence was 2·8% versus 2·9% and prevalance of rifampicin-resistant tuberculosis was 3·4% versus 1·8%, respectively. The prevalence of isoniazid mono-resistant tuberculosis was above 5% in all provinces. The prevalence of ethionamide and pyrazinamide resistance among MDR tuberculosis cases was 44·7% (95% CI 25·9-63·6) and 59·1% (49·0-69·1), respectively. The prevalence of XDR tuberculosis was 4·9% (95% CI 1·0-8·8). Nationally, the estimated numbers of cases of rifampicin-resistant tuberculosis, MDR tuberculosis, and isoniazid mono-resistant tuberculosis for 2014 were 13 551, 8249, and 17 970, respectively. INTERPRETATION The overall prevalence of MDR tuberculosis in South Africa in 2012-14 was similar to that in 2001-02; however, prevalence of rifampicin-resistant tuberculosis almost doubled among new cases. Furthermore, the high prevalence of isoniazid mono-resistant tuberculosis, not routinely screened for, and resistance to second-line drugs has implications for empirical management. FUNDING President's Emergency Plan for AIDS Relief through the Centers for Disease Control and Prevention under the terms of 1U19GH000571.
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Affiliation(s)
- Nazir Ahmed Ismail
- National Institute for Communicable Diseases, Johannesburg, South Africa; Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.
| | - Lindiwe Mvusi
- National Department of Health, Tuberculosis Cluster, Pretoria, South Africa
| | - Ananta Nanoo
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Andries Dreyer
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Shaheed V Omar
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Sanni Babatunde
- World Health Organization-South Africa Mission, Pretoria, South Africa
| | - Thabo Molebatsi
- National Department of Health, Tuberculosis Cluster, Pretoria, South Africa
| | | | - Adeboye Adelekan
- Centers for Disease Control and Prevention South Africa, Pretoria, South Africa
| | - Varough Deyde
- Centers for Disease Control and Prevention South Africa, Pretoria, South Africa
| | - Chikwe Ihekweazu
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Shabir A Madhi
- National Institute for Communicable Diseases, Johannesburg, South Africa; Medical Research Council: Respiratory and Meningeal Pathogens Research Unit, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa; Department of Science/National Research Foundation: Vaccine Preventable Diseases, University of the Witwatersrand, Faculty of Health Science, Johannesburg, South Africa
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12
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Morales-Bayuelo A. Molecular Quantum Similarity, Chemical Reactivity and Database Screening of 3D Pharmacophores of the Protein Kinases A, B and G from Mycobacterium tuberculosis. Molecules 2017. [PMID: 28635627 PMCID: PMC6152632 DOI: 10.3390/molecules22061027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Mycobacterium tuberculosis remains one of the world's most devastating pathogens. For this reason, we developed a study involving 3D pharmacophore searching, selectivity analysis and database screening for a series of anti-tuberculosis compounds, associated with the protein kinases A, B, and G. This theoretical study is expected to shed some light onto some molecular aspects that could contribute to the knowledge of the molecular mechanics behind interactions of these compounds, with anti-tuberculosis activity. Using the Molecular Quantum Similarity field and reactivity descriptors supported in the Density Functional Theory, it was possible to measure the quantification of the steric and electrostatic effects through the Overlap and Coulomb quantitative convergence (alpha and beta) scales. In addition, an analysis of reactivity indices using global and local descriptors was developed, identifying the binding sites and selectivity on these anti-tuberculosis compounds in the active sites. Finally, the reported pharmacophores to PKn A, B and G, were used to carry out database screening, using a database with anti-tuberculosis drugs from the Kelly Chibale research group (http://www.kellychibaleresearch.uct.ac.za/), to find the compounds with affinity for the specific protein targets associated with PKn A, B and G. In this regard, this hybrid methodology (Molecular Mechanic/Quantum Chemistry) shows new insights into drug design that may be useful in the tuberculosis treatment today.
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Affiliation(s)
- Alejandro Morales-Bayuelo
- Fondo Nacional de Desarrollo Científico y Tecnológico (FONDECYT), Proyecto Postdoctoral No. 3150035, Talca, 3660300, Chile.
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13
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A Multistrain Mathematical Model To Investigate the Role of Pyrazinamide in the Emergence of Extensively Drug-Resistant Tuberculosis. Antimicrob Agents Chemother 2017; 61:AAC.00498-16. [PMID: 27956422 PMCID: PMC5328532 DOI: 10.1128/aac.00498-16] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 11/17/2016] [Indexed: 11/20/2022] Open
Abstract
Several infectious diseases of global importance—e.g., HIV infection and tuberculosis (TB)—require prolonged treatment with combination antimicrobial regimens typically involving high-potency core agents coupled with additional companion drugs that protect against the de novo emergence of mutations conferring resistance to the core agents. Often, the most effective (or least toxic) companion agents are reused in sequential (first-line, second-line, etc.) regimens. We used a multistrain model of Mycobacterium tuberculosis transmission in Southeast Asia to investigate how this practice might facilitate the emergence of extensive drug resistance, i.e., resistance to multiple core agents. We calibrated this model to regional TB and drug resistance data using an approximate Bayesian computational approach. We report the proportion of data-consistent simulations in which the prevalence of pre-extensively drug-resistant (pre-XDR) TB—defined as resistance to both first-line and second-line core agents (rifampin and fluoroquinolones)—exceeds predefined acceptability thresholds (1 to 2 cases per 100,000 population by 2035). The use of pyrazinamide (the most effective companion agent) in both first-line and second-line regimens increased the proportion of simulations in which the prevalence exceeded the pre-XDR acceptability threshold by 7-fold compared to a scenario in which patients with pyrazinamide-resistant TB received an alternative drug. Model parameters related to the emergence and transmission of pyrazinamide-resistant TB and resistance amplification were among those that were the most strongly correlated with the projected pre-XDR prevalence, indicating that pyrazinamide resistance acquired during first-line treatment subsequently promotes amplification to pre-XDR TB under pyrazinamide-containing second-line treatment. These findings suggest that the appropriate use of companion drugs may be critical to preventing the emergence of strains resistant to multiple core agents.
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14
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Manson AL, Cohen KA, Abeel T, Desjardins CA, Armstrong DT, Barry CE, Brand J, Chapman SB, Cho SN, Gabrielian A, Gomez J, Jodals AM, Joloba M, Jureen P, Lee JS, Malinga L, Maiga M, Nordenberg D, Noroc E, Romancenco E, Salazar A, Ssengooba W, Velayati AA, Winglee K, Zalutskaya A, Via LE, Cassell GH, Dorman SE, Ellner J, Farnia P, Galagan JE, Rosenthal A, Crudu V, Homorodean D, Hsueh PR, Narayanan S, Pym AS, Skrahina A, Swaminathan S, Van der Walt M, Alland D, Bishai WR, Cohen T, Hoffner S, Birren BW, Earl AM. Genomic analysis of globally diverse Mycobacterium tuberculosis strains provides insights into the emergence and spread of multidrug resistance. Nat Genet 2017; 49:395-402. [PMID: 28092681 PMCID: PMC5402762 DOI: 10.1038/ng.3767] [Citation(s) in RCA: 169] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 12/14/2016] [Indexed: 11/09/2022]
Abstract
Multidrug-resistant tuberculosis (MDR-TB), caused by drug resistant strains of Mycobacterium tuberculosis, is an increasingly serious problem worldwide. In this study, we examined a dataset of 5,310 M. tuberculosis whole genome sequences from five continents. Despite great diversity with respect to geographic point of isolation, genetic background and drug resistance, patterns of drug resistance emergence were conserved globally. We have identified harbinger mutations that often precede MDR. In particular, the katG S315T mutation, conferring resistance to isoniazid, overwhelmingly arose before rifampicin resistance across all lineages, geographic regions, and time periods. Molecular diagnostics that include markers for rifampicin resistance alone will be insufficient to identify pre-MDR strains. Incorporating knowledge of pre-MDR polymorphisms, particularly katG S315, into molecular diagnostics will enable targeted treatment of patients with pre-MDR-TB to prevent further development of MDR-TB.
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Affiliation(s)
- Abigail L Manson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Keira A Cohen
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa.,Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas Abeel
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Delft Bioinformatics Lab, Delft University of Technology, Delft, the Netherlands
| | | | - Derek T Armstrong
- Center for Tuberculosis Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Clifton E Barry
- National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland, USA
| | - Jeannette Brand
- Medical Research Council, TB Platform, Pretoria, South Africa
| | | | - Sinéad B Chapman
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Sang-Nae Cho
- International Tuberculosis Research Center, Changwon and Department of Microbiology, Yonsei University College of Medicine, Seoul, South Korea
| | - Andrei Gabrielian
- Office of Cyber Infrastructure and Computational Biology, National Institutes of Health, Rockville, Maryland, USA
| | - James Gomez
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Andreea M Jodals
- Clinical Hospital of Pneumology Leon Daniello, Cluj Napoca, Romania
| | - Moses Joloba
- Department of Medical Microbiology, Mycobacteriology Laboratory, Makerere University, Kampala, Uganda
| | | | - Jong Seok Lee
- International Tuberculosis Research Center, Changwon and Department of Microbiology, Yonsei University College of Medicine, Seoul, South Korea
| | | | - Mamoudou Maiga
- University of Sciences, Techniques and Technologies of Bamako (USTTB), Bamako, Mali
| | | | - Ecaterina Noroc
- Microbiology and Morphology Laboratory, Phthisiopneumology Institute, Chisinau, Moldova
| | - Elena Romancenco
- Microbiology and Morphology Laboratory, Phthisiopneumology Institute, Chisinau, Moldova
| | - Alex Salazar
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Delft Bioinformatics Lab, Delft University of Technology, Delft, the Netherlands
| | - Willy Ssengooba
- Department of Medical Microbiology, Mycobacteriology Laboratory, Makerere University, Kampala, Uganda
| | - A A Velayati
- Mycobacteriology Research Centre, National Research Institute of Tuberculosis and Lung Disease (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kathryn Winglee
- Center for Tuberculosis Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Aksana Zalutskaya
- Republican Research and Practical Centre for Pulmonology and Tuberculosis, Minsk, Belarus
| | - Laura E Via
- National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland, USA
| | - Gail H Cassell
- Department of Global Health and Social Medicine, Harvard Medical School, Division of Global Health Equity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Susan E Dorman
- Center for Tuberculosis Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jerrold Ellner
- Section of Infectious Diseases, Boston Medical Center, Boston, Massachusetts, USA
| | - Parissa Farnia
- Mycobacteriology Research Centre, National Research Institute of Tuberculosis and Lung Disease (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - James E Galagan
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Department of Biomedical Engineering and Microbiology, Boston University, Boston, Massachusetts, USA
| | - Alex Rosenthal
- Office of Cyber Infrastructure and Computational Biology, National Institutes of Health, Rockville, Maryland, USA
| | - Valeriu Crudu
- Microbiology and Morphology Laboratory, Phthisiopneumology Institute, Chisinau, Moldova
| | | | - Po-Ren Hsueh
- National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
| | | | - Alexander S Pym
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Alena Skrahina
- Republican Research and Practical Centre for Pulmonology and Tuberculosis, Minsk, Belarus
| | | | | | - David Alland
- Rutgers-New Jersey Medical School, Newark, New Jersey, USA
| | - William R Bishai
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa.,Center for Tuberculosis Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Ted Cohen
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | | | - Bruce W Birren
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Ashlee M Earl
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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15
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Knipl D, Röst G, Moghadas SM. Population dynamics of epidemic and endemic states of drug-resistance emergence in infectious diseases. PeerJ 2017; 5:e2817. [PMID: 28097052 PMCID: PMC5228518 DOI: 10.7717/peerj.2817] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Accepted: 11/22/2016] [Indexed: 12/19/2022] Open
Abstract
The emergence and spread of drug-resistance during treatment of many infectious diseases continue to degrade our ability to control and mitigate infection outcomes using therapeutic measures. While the coverage and efficacy of treatment remain key factors in the population dynamics of resistance, the timing for the start of the treatment in infectious individuals can significantly influence such dynamics. We developed a between-host disease transmission model to investigate the short-term (epidemic) and long-term (endemic) states of infections caused by two competing pathogen subtypes, namely the wild-type and resistant-type, when the probability of developing resistance is a function of delay in start of the treatment. We characterize the behaviour of disease equilibria and obtain a condition to minimize the fraction of population infectious at the endemic state in terms of probability of developing resistance and its transmission fitness. For the short-term epidemic dynamics, we illustrate that depending on the likelihood of resistance development at the time of treatment initiation, the same epidemic size may be achieved with different delays in start of the treatment, which may correspond to significantly different treatment coverages. Our results demonstrate that early initiation of treatment may not necessarily be the optimal strategy for curtailing the incidence of resistance or the overall disease burden. The risk of developing drug-resistance in-host remains an important factor in the management of resistance in the population.
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Affiliation(s)
- Diána Knipl
- Department of Mathematics, University College London, London, United Kingdom; MTA-SZTE Analysis and Stochastic Research Group, University of Szeged, Szeged, Hungary
| | - Gergely Röst
- Bolyai Institute, University of Szeged , Szeged , Hungary
| | - Seyed M Moghadas
- Agent-Based Modelling Laboratory, York University , Toronto , Canada
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16
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Gilbert JA, Shenoi SV, Moll AP, Friedland GH, Paltiel AD, Galvani AP. Cost-Effectiveness of Community-Based TB/HIV Screening and Linkage to Care in Rural South Africa. PLoS One 2016; 11:e0165614. [PMID: 27906986 PMCID: PMC5131994 DOI: 10.1371/journal.pone.0165614] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 10/15/2016] [Indexed: 01/08/2023] Open
Abstract
South Africa has one of the highest burdens of TB worldwide, driven by the country's widespread prevalence of HIV, and further complicated by drug resistance. Active case finding within the community, particularly in rural areas where healthcare access is limited, can significantly improve diagnosis and treatment coverage in high-incidence settings. We evaluated the potential health and economic consequences of implementing community-based TB/HIV screening and linkage to care. Using a dynamic model of TB and HIV transmission over a time horizon of 10 years, we compared status quo TB/HIV control to community-based TB/HIV screening at frequencies of once every two years, one year, and six months. We also considered the impact of extending IPT from 36 months for TST positive and 12 months for TST negative or unknown patients (36/12) to lifetime use for all HIV-infected patients. We conducted a probabilistic sensitivity analysis to assess the effect of parameter uncertainty on the cost-effectiveness results. We identified four strategies that saved the most life years for a given outlay: status quo TB/HIV control with 36/12 months of IPT and TB/HIV screening strategies at frequencies of once every two years, one year, and six months with lifetime IPT. All of these strategies were very cost-effective at a threshold of $6,618 per life year saved (the per capita GDP of South Africa). Community-based TB/HIV screening with linkage to care is therefore very cost-effective in rural South Africa.
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Affiliation(s)
- Jennifer A. Gilbert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Sheela V. Shenoi
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Anthony P. Moll
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Church of Scotland Hospital, Tugela Ferry, KwaZulu-Natal, South Africa
| | - Gerald H. Friedland
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - A. David Paltiel
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Alison P. Galvani
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, Connecticut, United States of America
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17
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Benefits of continuous isoniazid preventive therapy may outweigh resistance risks in a declining tuberculosis/HIV coepidemic. AIDS 2016; 30:2715-2723. [PMID: 27782966 DOI: 10.1097/qad.0000000000001235] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Extending the duration of isoniazid preventive therapy (IPT) among people living with HIV (PLHIV) may improve its effectiveness at both individual and population levels, but could also increase selective pressure in favor of isoniazid-resistant tuberculosis (TB) strains. The objective of this study was to determine the relative importance of these two effects. METHODS Transmission dynamic model. DESIGN We created a mathematical model of TB transmission incorporating HIV incidence and treatment, mixed strain latent TB infections, and four different phenotypes of TB drug resistance (pan-susceptible, isoniazid monoresistant, rifampicin monoresistant, and multidrug resistant). We used this model to project the effects of IPT duration on the incidence of isoniazid-sensitive and isoniazid-resistant TB as well as mortality among PLHIV. We evaluated the sensitivity of our baseline model, which was calibrated to data from Botswana, to different assumptions about the future trajectory of the TB epidemic. RESULTS Our model suggests that, in the context of a declining TB epidemic such as that currently observed in Botswana, the incidence and mortality benefits of continuous IPT for PLHIV are likely to outweigh the potential resistance risks associated with long-duration IPT. However, should TB epidemics fail to remain in control, as was observed during the initial emergence of HIV, the selective pressure imposed by widespread use of continuous IPT on isoniazid-resistant TB incidence may erode its initial benefits. CONCLUSION Resistance concerns are likely insufficient to rule out use of continuous IPT when coupled with effective TB treatment, case finding, and HIV control.
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18
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Wejse C. Tuberculosis elimination in the post Millennium Development Goals era. Int J Infect Dis 2016; 32:152-5. [PMID: 25809772 DOI: 10.1016/j.ijid.2014.11.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 11/20/2014] [Accepted: 11/22/2014] [Indexed: 02/08/2023] Open
Abstract
The Millennium Development Goal for tuberculosis (TB) is to stop the increase in incidence and halve the mortality of TB between 1990 and 2015. This goal has now been reached on a global scale, although not in the most affected region of Africa. The new target is TB elimination, defined as one case of active TB per one million population per year, which is to be reached before 2050. This review will discuss the main tools in play, namely case-finding and new diagnostics, increased access and effectiveness of anti-TB therapy (directly observed therapy, short course (DOTS)), preventive therapy for latent infection, and vaccination. Each approach is discussed and a way forward in research and management is suggested.
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Affiliation(s)
- Christian Wejse
- GloHAU, Center for Global Health, School of Public Health, Aarhus University, Bartholins Alle 2, 8000 Aarhus C, Denmark; Deparment of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark; Bandim Health Project, Guinea Bissau.
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19
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Kunkel A, Colijn C, Lipsitch M, Cohen T. How could preventive therapy affect the prevalence of drug resistance? Causes and consequences. Philos Trans R Soc Lond B Biol Sci 2016; 370:20140306. [PMID: 25918446 PMCID: PMC4424438 DOI: 10.1098/rstb.2014.0306] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Various forms of preventive and prophylactic antimicrobial therapies have been proposed to combat HIV (e.g. pre-exposure prophylaxis), tuberculosis (e.g. isoniazid preventive therapy) and malaria (e.g. intermittent preventive treatment). However, the potential population-level effects of preventative therapy (PT) on the prevalence of drug resistance are not well understood. PT can directly affect the rate at which resistance is acquired among those receiving PT. It can also indirectly affect resistance by altering the rate at which resistance is acquired through treatment for active disease and by modifying the level of competition between transmission of drug-resistant and drug-sensitive pathogens. We propose a general mathematical model to explore the ways in which PT can affect the long-term prevalence of drug resistance. Depending on the relative contributions of these three mechanisms, we find that increasing the level of coverage of PT may result in increases, decreases or non-monotonic changes in the overall prevalence of drug resistance. These results demonstrate the complexity of the relationship between PT and drug resistance in the population. Care should be taken when predicting population-level changes in drug resistance from small pilot studies of PT or estimates based solely on its direct effects.
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Affiliation(s)
- Amber Kunkel
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06520, USA
| | - Caroline Colijn
- Department of Mathematics, Imperial College, London SW7 2AZ, UK
| | - Marc Lipsitch
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - Ted Cohen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06520, USA
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20
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Isoniazid Prophylactic Therapy for the Prevention of Tuberculosis in HIV Infected Adults: A Systematic Review and Meta-Analysis of Randomized Trials. PLoS One 2015; 10:e0142290. [PMID: 26551023 PMCID: PMC4638336 DOI: 10.1371/journal.pone.0142290] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Accepted: 10/19/2015] [Indexed: 11/24/2022] Open
Abstract
Background Infection with Human Immunodeficiency virus (HIV) is an important risk factor for Tuberculosis (TB). Anti-Retroviral Therapy (ART) has improved the prognosis of HIV and reduced the risk of TB infected patients. Isoniazid Preventive Therapy (IPT) aims to reduce the development of active TB in patients with latent TB. Objective Systematically review and synthesize effect estimates of IPT for TB prevention in adult HIV patients. Secondary objectives were to assess the effect of IPT on HIV disease progression, all-cause mortality and adverse drug reaction (ADR). Search Strategy Electronic databases were searched to identify relevant articles in English available by September 11th 2015. Selection Criteria Research articles comparing IPT to placebo or no treatment in HIV infected adults using randomized clinical trials. Data Analysis A qualitative review included study-level information on randomization and treatment allocation. Effect estimates were pooled using random-effects models to account for between-study heterogeneity. Main Results This review assessed ten randomized clinical trials that assigned 7619 HIV patients to IPT or placebo. An overall 35% of TB risk reduction (RR = 0.65, 95% CI (0.51, 0.84)) was found in all participants, however, larger benefit of IPT was observed in Tuberculin Skin Test (TST) positive participants, with pooled relative risk reduction of 52% [RR = 0.48; 95% CI (0.29, 0.82)] and with a prediction interval ranging from 0.13 to 1.81. There was no statistically significant effect of IPT on TB occurrence in TST negative or unknown participants. IPT also reduced the risk of HIV disease progression in all participants (RR = 0.69; 95% CI (0.48, 0.99)) despite no benefits observed in TST strata. All-cause mortality was not affected by IPT although participants who had 12 months of IPT tend to have a reduced risk (RR = 0.65; 95% CI(0.47, 0.90)). IPT had an elevated, yet statistically non-significant, risk of adverse drug reaction [RR = 1.20; 95% CI (1.20, 1.71)]. Only a single study assessed the effect of IPT in combination with ART in preventing TB and occurrence of multi-drug resistant tuberculosis. Conclusions IPT use substantially contributes in preventing TB in persons with HIV in general and in TST positive individuals in particular. More evidence is needed to explain discrepancies in the protective effect of IPT in these individuals.
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21
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Bothamley GH. Fluoroquinolone Preventive Therapy after Exposure to Multidrug-Resistant Tuberculosis? Hopes and Fears. Am J Respir Crit Care Med 2015; 192:131-2. [PMID: 26177170 DOI: 10.1164/rccm.201505-0863ed] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Graham H Bothamley
- 1 Department of Respiratory Medicine Homerton University Hospital London, United Kingdom
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22
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Colijn C, Cohen T. How competition governs whether moderate or aggressive treatment minimizes antibiotic resistance. eLife 2015; 4. [PMID: 26393685 PMCID: PMC4641510 DOI: 10.7554/elife.10559] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 09/18/2015] [Indexed: 11/16/2022] Open
Abstract
Understanding how our use of antimicrobial drugs shapes future levels of drug resistance is crucial. Recently, there has been debate over whether an aggressive (i.e., high dose) or more moderate (i.e., lower dose) treatment of individuals will most limit the emergence and spread of resistant bacteria. In this study, we demonstrate how one can understand and resolve these apparently contradictory conclusions. We show that a key determinant of which treatment strategy will perform best at the individual level is the extent of effective competition between resistant and sensitive pathogens within a host. We extend our analysis to the community level, exploring the spectrum between strict inter-strain competition and strain independence. From this perspective as well, we find that the magnitude of effective competition between resistant and sensitive strains determines whether an aggressive approach or moderate approach minimizes the burden of resistance in the population. DOI:http://dx.doi.org/10.7554/eLife.10559.001 Antibiotics are chemical compounds used to treat bacterial infections. The discovery of antibiotics, starting with penicillin in 1929, revolutionized medicine, making it possible to cure or prevent life-threatening infections such as tetanus and pneumonia. However, many bacteria have become resistant to one or more antibiotics and so can no longer be killed by these drugs. The emergence of antibiotic resistance reflects an evolutionary process that occurs during antibiotic treatment. While the antibiotic will kill most bacteria, some bacteria may naturally have a feature or genetic mutation that allows them to survive in the presence of the antibiotic. These bacteria then reproduce and pass on their resistant traits, eventually leading to the emergence of a new antibiotic-resistant strain of bacteria. Once a resistant strain exists it may be able to spread from one person to another. There is conflicting evidence about how best to prevent antibiotic-resistant bacteria from evolving and spreading. The results of some experiments suggest that treating bacteria with large doses of antibiotics early in an infection is the most effective way to optimize treatment and minimize the risk of an antibiotic-resistant strain developing. However, other studies suggest that exposing bacteria to high levels of antibiotics more efficiently selects for resistance; in this case a more moderate approach should be used when treating bacterial infections. Here, Colijn and Cohen present a mathematical model that suggests that the natural competition between the antibiotic-resistant and antibiotic-sensitive strains of bacteria influence which treatment strategy should be taken. Strains were modeled both within individual hosts and spreading in a community of individuals. In the models, aggressive antibiotic treatment is most effective (in that it minimizes antibiotic resistance) when the antibiotic-resistant strain either does not experience strong competition from the non-resistant strains of bacteria or is not fit enough to be a good competitor. However, a more moderate treatment is appropriate when the two strains are competing and the antibiotic-resistant strain is a fit competitor. Competition may mean that moderate treatment is best to avoid resistance at the community level, even in situations when aggressive treatment is likely best for individuals. Two important future challenges are to better understand the diversity of strains in bacterial infections, and to develop tools to measure to what extent strains are effectively competing with each other. DOI:http://dx.doi.org/10.7554/eLife.10559.002
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Affiliation(s)
- Caroline Colijn
- Department of Mathematics, Imperial College London, London, United Kingdom
| | - Ted Cohen
- School of Public Health, Yale University, New Haven, United States
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Masini EO, Sitienei J, Weyeinga H. Outcomes of isoniazid prophylaxis among HIV-infected children attending routine HIV care in Kenya. Public Health Action 2015; 3:204-8. [PMID: 26393030 DOI: 10.5588/pha.13.0013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2013] [Accepted: 06/21/2013] [Indexed: 11/10/2022] Open
Abstract
SETTING Three human immunodeficiency virus (HIV) care clinics in Eastern Province, Kenya. OBJECTIVES To establish rates of treatment completion, loss to follow-up, adverse drug reactions, tuberculosis (TB) disease and mortality among 606 HIV-infected children during 6 months of isoniazid preventive therapy (IPT). DESIGN Retrospective record review. RESULTS Of 606 HIV-infected children started on IPT, 556 (91.7%) successfully completed treatment, while 20 (3.3%) completed with interruptions. Cumulatively, 30 children (4.9%) did not complete IPT: 4 (0.7%) were lost to follow-up, 4 (0.7%) discontinued because of treatment interruptions, 2 (0.3%) developed adverse drug reactions, 1 developed a chronic cough, 1 was transferred to a non-IPT facility and 18 (3%) developed TB, including 2 who eventually died. TB disease was diagnosed in a median of 3 weeks (interquartile range [IQR] 2-16) post-IPT initiation. The median CD4 cell count for those aged 1-4 years who developed TB disease was 1023 cells/mm(3) (IQR 375-1432), while for those aged 5-14 years it was 149 cells/mm(3) (IQR 16-332). Isoniazid resistance was not detected in the four culture-confirmed TB cases. CONCLUSION The high treatment completion, low loss to follow-up rate and few adverse drug reactions affirm the feasibility of IPT provision to children in HIV care clinics.
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Affiliation(s)
- E O Masini
- Division of Leprosy, Tuberculosis and Lung Diseases, Ministry of Health, Kenya
| | - J Sitienei
- Division of Leprosy, Tuberculosis and Lung Diseases, Ministry of Health, Kenya
| | - H Weyeinga
- Division of Leprosy, Tuberculosis and Lung Diseases, Ministry of Health, Kenya
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Cohen KA, Abeel T, Manson McGuire A, Desjardins CA, Munsamy V, Shea TP, Walker BJ, Bantubani N, Almeida DV, Alvarado L, Chapman SB, Mvelase NR, Duffy EY, Fitzgerald MG, Govender P, Gujja S, Hamilton S, Howarth C, Larimer JD, Maharaj K, Pearson MD, Priest ME, Zeng Q, Padayatchi N, Grosset J, Young SK, Wortman J, Mlisana KP, O'Donnell MR, Birren BW, Bishai WR, Pym AS, Earl AM. Evolution of Extensively Drug-Resistant Tuberculosis over Four Decades: Whole Genome Sequencing and Dating Analysis of Mycobacterium tuberculosis Isolates from KwaZulu-Natal. PLoS Med 2015; 12:e1001880. [PMID: 26418737 PMCID: PMC4587932 DOI: 10.1371/journal.pmed.1001880] [Citation(s) in RCA: 186] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 08/20/2015] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The continued advance of antibiotic resistance threatens the treatment and control of many infectious diseases. This is exemplified by the largest global outbreak of extensively drug-resistant (XDR) tuberculosis (TB) identified in Tugela Ferry, KwaZulu-Natal, South Africa, in 2005 that continues today. It is unclear whether the emergence of XDR-TB in KwaZulu-Natal was due to recent inadequacies in TB control in conjunction with HIV or other factors. Understanding the origins of drug resistance in this fatal outbreak of XDR will inform the control and prevention of drug-resistant TB in other settings. In this study, we used whole genome sequencing and dating analysis to determine if XDR-TB had emerged recently or had ancient antecedents. METHODS AND FINDINGS We performed whole genome sequencing and drug susceptibility testing on 337 clinical isolates of Mycobacterium tuberculosis collected in KwaZulu-Natal from 2008 to 2013, in addition to three historical isolates, collected from patients in the same province and including an isolate from the 2005 Tugela Ferry XDR outbreak, a multidrug-resistant (MDR) isolate from 1994, and a pansusceptible isolate from 1995. We utilized an array of whole genome comparative techniques to assess the relatedness among strains, to establish the order of acquisition of drug resistance mutations, including the timing of acquisitions leading to XDR-TB in the LAM4 spoligotype, and to calculate the number of independent evolutionary emergences of MDR and XDR. Our sequencing and analysis revealed a 50-member clone of XDR M. tuberculosis that was highly related to the Tugela Ferry XDR outbreak strain. We estimated that mutations conferring isoniazid and streptomycin resistance in this clone were acquired 50 y prior to the Tugela Ferry outbreak (katG S315T [isoniazid]; gidB 130 bp deletion [streptomycin]; 1957 [95% highest posterior density (HPD): 1937-1971]), with the subsequent emergence of MDR and XDR occurring 20 y (rpoB L452P [rifampicin]; pncA 1 bp insertion [pyrazinamide]; 1984 [95% HPD: 1974-1992]) and 10 y (rpoB D435G [rifampicin]; rrs 1400 [kanamycin]; gyrA A90V [ofloxacin]; 1995 [95% HPD: 1988-1999]) prior to the outbreak, respectively. We observed frequent de novo evolution of MDR and XDR, with 56 and nine independent evolutionary events, respectively. Isoniazid resistance evolved before rifampicin resistance 46 times, whereas rifampicin resistance evolved prior to isoniazid only twice. We identified additional putative compensatory mutations to rifampicin in this dataset. One major limitation of this study is that the conclusions with respect to ordering and timing of acquisition of mutations may not represent universal patterns of drug resistance emergence in other areas of the globe. CONCLUSIONS In the first whole genome-based analysis of the emergence of drug resistance among clinical isolates of M. tuberculosis, we show that the ancestral precursor of the LAM4 XDR outbreak strain in Tugela Ferry gained mutations to first-line drugs at the beginning of the antibiotic era. Subsequent accumulation of stepwise resistance mutations, occurring over decades and prior to the explosion of HIV in this region, yielded MDR and XDR, permitting the emergence of compensatory mutations. Our results suggest that drug-resistant strains circulating today reflect not only vulnerabilities of current TB control efforts but also those that date back 50 y. In drug-resistant TB, isoniazid resistance was overwhelmingly the initial resistance mutation to be acquired, which would not be detected by current rapid molecular diagnostics employed in South Africa that assess only rifampicin resistance.
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Affiliation(s)
- Keira A. Cohen
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Thomas Abeel
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- Delft Bioinformatics Lab, Delft University of Technology, Delft, The Netherlands
| | | | | | - Vanisha Munsamy
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Terrance P. Shea
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Bruce J. Walker
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | | | - Deepak V. Almeida
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
- Center for Tuberculosis Research, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Lucia Alvarado
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Sinéad B. Chapman
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Nomonde R. Mvelase
- School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
- National Health Laboratory Service, Durban, South Africa
| | - Eamon Y. Duffy
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Michael G. Fitzgerald
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Pamla Govender
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Sharvari Gujja
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Susanna Hamilton
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Clinton Howarth
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Jeffrey D. Larimer
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Kashmeel Maharaj
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
| | - Matthew D. Pearson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Margaret E. Priest
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Qiandong Zeng
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Nesri Padayatchi
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
| | - Jacques Grosset
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
- Center for Tuberculosis Research, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Sarah K. Young
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Jennifer Wortman
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Koleka P. Mlisana
- School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
- National Health Laboratory Service, Durban, South Africa
| | - Max R. O'Donnell
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- Division of Pulmonary, Allergy, and Critical Care Medicine, Columbia University College of Physicians and Surgeons, New York, United States of America
- Department of Epidemiology, Columbia Mailman School of Public Health, New York, United States of America
| | - Bruce W. Birren
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - William R. Bishai
- Center for Tuberculosis Research, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Alexander S. Pym
- KwaZulu-Natal Research Institute for TB and HIV (K-RITH), Durban, South Africa
- * E-mail: (ASP); (AME)
| | - Ashlee M. Earl
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- * E-mail: (ASP); (AME)
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25
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Fox GJ, Oxlade O, Menzies D. Fluoroquinolone Therapy for the Prevention of Multidrug-Resistant Tuberculosis in Contacts. A Cost-Effectiveness Analysis. Am J Respir Crit Care Med 2015; 192:229-37. [DOI: 10.1164/rccm.201501-0069oc] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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26
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Denkinger CM, Dolinger D, Schito M, Wells W, Cobelens F, Pai M, Zignol M, Cirillo DM, Alland D, Casenghi M, Gallarda J, Boehme CC, Perkins MD. Target product profile of a molecular drug-susceptibility test for use in microscopy centers. J Infect Dis 2015; 211 Suppl 2:S39-49. [PMID: 25765105 DOI: 10.1093/infdis/jiu682] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Current phenotypic testing for drug resistance in patients with tuberculosis is inadequate primarily with respect to turnaround time. Molecular tests hold the promise of an improved time to diagnosis. METHODS A target product profile for a molecular drug-susceptibility test (DST) was developed on the basis of a collaborative effort that included opinions gathered from researchers, clinicians, policy makers, and test developers on optimal clinical and operational characteristics in settings of intended use. In addition, the current diagnostic ecosystem and the diagnostic development landscape were mapped. RESULTS Molecular DSTs for detecting tuberculosis in microscopy centers should ideally evaluate for resistance to rifampin, fluoroquinolones, isoniazid, and pyrazinamide and enable the selection of the most appropriate treatment regimen. Performance characteristics of DSTs need to be optimized, but compromises can be made that depend on the trade-off between a false-positive result and a false-negative result. The operational requirements of a test will vary depending on the site of implementation. However, the most-important considerations pertain to quality control, maintenance and calibration, and the ability to export data. CONCLUSION This target product profile defines the needs as perceived by the tuberculosis stakeholder community and attempts to provide a means of communication with test developers to ensure that fit-for-purpose DSTs are being developed.
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Affiliation(s)
- Claudia M Denkinger
- FIND Division of Infectious Disease, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Marco Schito
- Division of AIDS, Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
| | | | - Frank Cobelens
- KNCV Tuberculosis Foundation, the Hague Amsterdam Institute for Global Health and Development, Academic Medical Center, Amsterdam, The Netherlands
| | - Madhukar Pai
- McGill International TB Centre Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Canada
| | | | | | | | | | - Jim Gallarda
- Bill and Melinda Gates Foundation, Seattle, Washington
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27
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Gilbert JA, Long EF, Brooks RP, Friedland GH, Moll AP, Townsend JP, Galvani AP, Shenoi SV. Integrating Community-Based Interventions to Reverse the Convergent TB/HIV Epidemics in Rural South Africa. PLoS One 2015; 10:e0126267. [PMID: 25938501 PMCID: PMC4418809 DOI: 10.1371/journal.pone.0126267] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2014] [Accepted: 03/31/2015] [Indexed: 12/22/2022] Open
Abstract
The WHO recommends integrating interventions to address the devastating TB/HIV co-epidemics in South Africa, yet integration has been poorly implemented and TB/HIV control efforts need strengthening. Identifying infected individuals is particularly difficult in rural settings. We used mathematical modeling to predict the impact of community-based, integrated TB/HIV case finding and additional control strategies on South Africa’s TB/HIV epidemics. We developed a model incorporating TB and HIV transmission to evaluate the effectiveness of integrating TB and HIV interventions in rural South Africa over 10 years. We modeled the impact of a novel screening program that integrates case finding for TB and HIV in the community, comparing it to status quo and recommended TB/HIV control strategies, including GeneXpert, MDR-TB treatment decentralization, improved first-line TB treatment cure rate, isoniazid preventive therapy, and expanded ART. Combining recommended interventions averted 27% of expected TB cases (95% CI 18–40%) 18% HIV (95% CI 13–24%), 60% MDR-TB (95% CI 34–83%), 69% XDR-TB (95% CI 34–90%), and 16% TB/HIV deaths (95% CI 12–29). Supplementing these interventions with annual community-based TB/HIV case finding averted a further 17% of TB cases (44% total; 95% CI 31–56%), 5% HIV (23% total; 95% CI 17–29%), 8% MDR-TB (68% total; 95% CI 40–88%), 4% XDR-TB (73% total; 95% CI 38–91%), and 8% TB/HIV deaths (24% total; 95% CI 16–39%). In addition to increasing screening frequency, we found that improving TB symptom questionnaire sensitivity, second-line TB treatment delays, default before initiating TB treatment or ART, and second-line TB drug efficacy were significantly associated with even greater reductions in TB and HIV cases. TB/HIV epidemics in South Africa were most effectively curtailed by simultaneously implementing interventions that integrated community-based TB/HIV control strategies and targeted drug-resistant TB. Strengthening existing TB and HIV treatment programs is needed to further reduce disease incidence.
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Affiliation(s)
- Jennifer A Gilbert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States of America; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, United States of America
| | - Elisa F Long
- Anderson School of Management, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Ralph P Brooks
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, CT, United States of America
| | - Gerald H Friedland
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States of America; Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, CT, United States of America
| | - Anthony P Moll
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, CT, United States of America; Church of Scotland Hospital, Tugela Ferry, KwaZulu-Natal, South Africa
| | - Jeffrey P Townsend
- Department of Biostatistics, Yale University, New Haven, CT, United States of America; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, United States of America; Program in Computational Biology and Informatics, Yale University, New Haven, CT, United States of America
| | - Alison P Galvani
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States of America; Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT, United States of America; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, United States of America; Program in Computational Biology and Informatics, Yale University, New Haven, CT, United States of America
| | - Sheela V Shenoi
- Department of Medicine, Section of Infectious Diseases, AIDS Program, Yale University School of Medicine, New Haven, CT, United States of America
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Plazzotta G, Cohen T, Colijn C. Magnitude and sources of bias in the detection of mixed strain M. tuberculosis infection. J Theor Biol 2014; 368:67-73. [PMID: 25553967 PMCID: PMC7011203 DOI: 10.1016/j.jtbi.2014.12.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 12/11/2014] [Accepted: 12/16/2014] [Indexed: 11/26/2022]
Abstract
High resolution tests for genetic variation reveal that individuals may simultaneously host more than one distinct strain of Mycobacterium tuberculosis. Previous studies find that this phenomenon, which we will refer to as “mixed infection”, may affect the outcomes of treatment for infected individuals and may influence the impact of population-level interventions against tuberculosis. In areas where the incidence of TB is high, mixed infections have been found in nearly 20% of patients; these studies may underestimate the actual prevalence of mixed infection given that tests may not be sufficiently sensitive for detecting minority strains. Specific reasons for failing to detect mixed infections would include low initial numbers of minority strain cells in sputum, stochastic growth in culture and the physical division of initial samples into parts (typically only one of which is genotyped). In this paper, we develop a mathematical framework that models the study designs aimed to detect mixed infections. Using both a deterministic and a stochastic approach, we obtain posterior estimates of the prevalence of mixed infection. We find that the posterior estimate of the prevalence of mixed infection may be substantially higher than the fraction of cases in which it is detected. We characterize this bias in terms of the sensitivity of the genotyping method and the relative growth rates and initial population sizes of the different strains collected in sputum.
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Affiliation(s)
| | - Ted Cohen
- Brigham and Women׳s Hospital, Harvard School of Public Health, United States
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29
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Ayieko J, Abuogi L, Simchowitz B, Bukusi EA, Smith AH, Reingold A. Efficacy of isoniazid prophylactic therapy in prevention of tuberculosis in children: a meta-analysis. BMC Infect Dis 2014; 14:91. [PMID: 24555539 PMCID: PMC3936889 DOI: 10.1186/1471-2334-14-91] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2013] [Accepted: 02/14/2014] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Children are highly susceptible to tuberculosis; thus, there is need for safe and effective preventive interventions. Our objective was to evaluate the efficacy of isoniazid in prevention of tuberculosis morbidity and mortality in children aged 15 years or younger by performing a meta-analysis of randomized controlled trials. To our knowledge, this is the first meta-analysis evaluating efficacy of isoniazid prophylaxis in prevention of tuberculosis in children. METHODS A systematic search of the literature was done to identify randomized controlled trials evaluating isoniazid prophylaxis efficacy among children. Each study was evaluated for relevance and validity for inclusion in the analysis. Subgroup analyses were conducted based on study quality, HIV status, tuberculosis endemicity, type of prophylaxis and age of participants. RESULTS Eight studies comprising 10,320 participants were included in this analysis. Upon combining data from all eight studies, isoniazid prophylaxis was found to be efficacious in preventing development of tuberculosis, with a pooled RR of 0.65 (95% CI 0.47, 0.89) p = 0.004 , with confidence intervals adjusted for heterogeneity. Among the sub-group analyses conducted, only age of the participants yielded dramatic differences in the summary estimate of efficacy, suggesting that age might be an effect modifier of the efficacy of isoniazid among children, with no effect realised in children initiating isoniazid at four months of age or earlier and an effect being present in older children. Excluding studies in which isoniazid was initiated at four months of age or earlier yielded an even stronger effect (RR = 0.41 (95% CI 0.31, 0.55) p <0.001). Data on the effect of isoniazid on all-cause mortality, excluding studies in which isoniazid was initiated in infants, yielded an imprecise estimate of mortality benefit (RR = 0.58 (95% CI 0.31, 1.09) p = 0.092). CONCLUSION Isoniazid prophylaxis reduces the risk of developing tuberculosis by 59% among children aged 15 years or younger excluding children initiated during early infancy for primary prophylaxis (RR = 0.41, 95% CI 0.31, 0.55 p < 0.001) . However, further studies are needed to assess effects on mortality and to determine prophylaxis effectiveness in very young children and among HIV-infected children.
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Affiliation(s)
- James Ayieko
- FACES (Family AIDS Care and Education Services), Centre for Microbiology Research, Kenya Medical Research Institute-Kisumu, Nairobi City, Kenya.
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Cobelens FGJ. For whom the bell tolls: isoniazid preventive therapy and tuberculosis drug resistance. Sci Transl Med 2013; 5:180fs12. [PMID: 23576813 DOI: 10.1126/scitranslmed.3006094] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The expected increase in drug-resistant tuberculosis due to large-scale preventive treatment in people living with HIV calls for reconsidering the "double use" of isoniazid for prophylaxis and curative treatment (Mills et al., this issue).
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Affiliation(s)
- Frank G J Cobelens
- Department of Global Health and Amsterdam Institute for Global Health and Development, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands.
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31
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Mills HL, Cohen T, Colijn C. Response to Comment on “Community-Wide Isoniazid Preventive Therapy Drives Drug-Resistant Tuberculosis: A Model-Based Analysis”. Sci Transl Med 2013; 5:204lr4. [DOI: 10.1126/scitranslmed.3007442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Our modeling work suggests that isoniazid preventive therapy (IPT) can be effective in reducing drug-sensitive tuberculosis (TB) and that the risk of IPT driving resistance can be reduced by improving the detection and rapid treatment of individuals with drug-resistant disease and by limiting IPT to those in whom the intervention will have the largest benefit.
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Affiliation(s)
- Harriet L. Mills
- Bristol Centre for Complexity Sciences, University of Bristol, Bristol BS8 1TR, UK
| | - Ted Cohen
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA
- Division of Global Health Equity, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Caroline Colijn
- Department of Mathematics, Imperial College, London SW7 2AZ, UK
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32
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Ukwaja KN. Comment on “Community-Wide Isoniazid Preventive Therapy Drives Drug-Resistant Tuberculosis: A Model-Based Analysis”. Sci Transl Med 2013; 5:204le3. [DOI: 10.1126/scitranslmed.3006386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Mills
et al.
recently used mathematical modeling to show that community-wide isoniazid preventative therapy may lead to a long-term increase in resistance at the population level. Although community-wide isoniazid preventive therapy may be useful in preventing tuberculosis (TB) in low-TB/HIV settings, isoniazid resistance is especially of concern in high TB/HIV populations.
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Affiliation(s)
- Kingsley N. Ukwaja
- Department of Internal Medicine, Federal Teaching Hospital, P. O. Box 06, Abakaliki, Ebonyi State 480281, Nigeria
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