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Ross JM, Greene C, Broshkevitch CJ, Dowdy DW, van Heerden A, Heitner J, Rao DW, Roberts DA, Shapiro AE, Zabinsky ZB, Barnabas RV. Preventing tuberculosis with community-based care in an HIV-endemic setting: a modelling analysis. J Int AIDS Soc 2024; 27:e26272. [PMID: 38861426 PMCID: PMC11166187 DOI: 10.1002/jia2.26272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 04/30/2024] [Indexed: 06/13/2024] Open
Abstract
INTRODUCTION Antiretroviral therapy (ART) and tuberculosis preventive treatment (TPT) both prevent tuberculosis (TB) disease and deaths among people living with HIV. Differentiated care models, including community-based care, can increase the uptake of ART and TPT to prevent TB in settings with a high burden of HIV-associated TB, particularly among men. METHODS We developed a gender-stratified dynamic model of TB and HIV transmission and disease progression among 100,000 adults ages 15-59 in KwaZulu-Natal, South Africa. We drew model parameters from a community-based ART initiation and resupply trial in sub-Saharan Africa (Delivery Optimization for Antiretroviral Therapy, DO ART) and other scientific literature. We simulated the impacts of community-based ART and TPT care programmes during 2018-2027, assuming that community-based ART and TPT care were scaled up to similar levels as in the DO ART trial (i.e. ART coverage increasing from 49% to 82% among men and from 69% to 83% among women) and sustained for 10 years. We projected the number of TB cases, deaths and disability-adjusted life years (DALYs) averted relative to standard, clinic-based care. We calculated programme costs and incremental cost-effectiveness ratios from the provider perspective. RESULTS If community-based ART care could be implemented with similar effectiveness to the DO ART trial, increased ART coverage could reduce TB incidence by 27.0% (range 21.3%-34.1%) and TB mortality by 34.6% (range 24.8%-42.2%) after 10 years. Increasing both ART and TPT uptake through community-based ART with TPT care could reduce TB incidence by 29.7% (range 23.9%-36.0%) and TB mortality by 36.0% (range 26.9%-43.8%). Community-based ART with TPT care reduced gender disparities in TB mortality rates, with a projected 54 more deaths annually among men than women (range 11-103) after 10 years of community-based care versus 109 (range 41-182) in standard care. Over 10 years, the mean cost per DALY averted by community-based ART with TPT care was $846 USD (range $709-$1012). CONCLUSIONS By substantially increasing coverage of ART and TPT, community-based care for people living with HIV could reduce TB incidence and mortality in settings with high burdens of HIV-associated TB and reduce TB gender disparities.
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Affiliation(s)
- Jennifer M. Ross
- Division of Allergy and Infectious DiseasesDepartment of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Chelsea Greene
- Department of Industrial and Systems EngineeringUniversity of WashingtonSeattleWashingtonUSA
| | - Cara J. Broshkevitch
- Department of EpidemiologyUniversity of North CarolinaChapel HillNorth CarolinaUSA
| | - David W. Dowdy
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Alastair van Heerden
- Centre for Community Based ResearchHuman Sciences Research CouncilPietermaritzburgSouth Africa
- SAMRC/Wits Developmental Pathways for Health Research UnitUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Jesse Heitner
- Division of Infectious DiseasesMassachusetts General HospitalBostonMassachusettsUSA
| | - Darcy W. Rao
- Bill & Melinda Gates FoundationSeattleWashingtonUSA
| | - D. Allen Roberts
- Department of EpidemiologyUniversity of WashingtonSeattleWashingtonUSA
| | - Adrienne E. Shapiro
- Division of Allergy and Infectious DiseasesDepartment of MedicineUniversity of WashingtonSeattleWashingtonUSA
- Department of Global HealthUniversity of WashingtonSeattleWashingtonUSA
| | - Zelda B. Zabinsky
- Department of Industrial and Systems EngineeringUniversity of WashingtonSeattleWashingtonUSA
| | - Ruanne V. Barnabas
- Division of Infectious DiseasesMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
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2
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Windels EM, Wampande EM, Joloba ML, Boom WH, Goig GA, Cox H, Hella J, Borrell S, Gagneux S, Brites D, Stadler T. HIV co-infection is associated with reduced Mycobacterium tuberculosis transmissibility in sub-Saharan Africa. PLoS Pathog 2024; 20:e1011675. [PMID: 38696531 DOI: 10.1371/journal.ppat.1011675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 05/14/2024] [Accepted: 04/10/2024] [Indexed: 05/04/2024] Open
Abstract
Persons living with HIV are known to be at increased risk of developing tuberculosis (TB) disease upon infection with Mycobacterium tuberculosis (Mtb). However, it has remained unclear how HIV co-infection affects subsequent Mtb transmission from these patients. Here, we customized a Bayesian phylodynamic framework to estimate the effects of HIV co-infection on the Mtb transmission dynamics from sequence data. We applied our model to four Mtb genomic datasets collected in sub-Saharan African countries with a generalized HIV epidemic. Our results confirm that HIV co-infection is a strong risk factor for developing active TB. Additionally, we demonstrate that HIV co-infection is associated with a reduced effective reproductive number for TB. Stratifying the population by CD4+ T-cell count yielded similar results, suggesting that, in this context, CD4+ T-cell count is not a better predictor of Mtb transmissibility than HIV infection status alone. Together, our genome-based analyses complement observational household contact studies, and more firmly establish the negative association between HIV co-infection and Mtb transmissibility.
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Affiliation(s)
- Etthel M Windels
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | | | | | - W Henry Boom
- Case Western Reserve University and University Hospitals Cleveland Medical Center, Cleveland, Ohio, United States of America
| | - Galo A Goig
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Helen Cox
- University of Cape Town, Cape Town, South Africa
| | - Jerry Hella
- Ifakara Health Institute, Dar es Salaam, Tanzania
| | - Sonia Borrell
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Sebastien Gagneux
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Daniela Brites
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Tanja Stadler
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
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Hu Z, Liu K, Zhou M, Jiang X, Feng Y, Yu Z, Li Y, Chen S, Wu Q, Wang W, Horsburgh CR, Zhang Y, Zhou L, Chen B, Hu C, Martinez L. Mass Tuberculosis Screening Among the Elderly: A Population-Based Study in a Well-Confined, Rural County in Eastern China. Clin Infect Dis 2023; 77:1468-1475. [PMID: 37506258 PMCID: PMC10654880 DOI: 10.1093/cid/ciad438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/31/2023] [Accepted: 07/25/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Mass tuberculosis (TB) screening has been recommended in certain high-risk populations. However, population-based screening interventions have rarely been implemented. Whether mass screening improves health equity is unknown. METHODS We implemented a mass TB screening intervention among elderly persons (>60 years old) in Lanxi County, China. Standardized questionnaires, physical examinations, and chest radiographs (CXRs) were administered to all participants. Systematic testing with computed tomography, smear, culture, or Xpert was performed among persons with an abnormal CXR. We assessed TB prevalence per 100 000 persons and constructed multivariable regression models among subgroups that were and were not screened. Medical insurance was categorized as participation in either a basic program with limited coverage or a more comprehensive coverage program. RESULTS In total, 49 339 individuals (32% of the elderly population in Lanxi) participated in the screening. One hundred fifteen screened persons were diagnosed with TB (233 cases per 100 000 persons), significantly higher than persons not screened (168 cases among 103 979 person-years; prevalence-to-case notification ratio, 1.44 [95% confidence interval {CI}, 1.14-1.83]). This increase was largely driven by diagnosis of asymptomatic disease during mass screening (n = 57 [50% of participants with TB]). Participants with basic medical insurance were much more likely to be diagnosed through mass screening than by passive detection (adjusted odds ratio, 4.52 [95% CI, 1.35-21.28]). CONCLUSIONS In a population-based, mass TB screening intervention encompassing >30% of the elderly population in a county in rural China, case finding was 44% higher than background detection, driven by diagnosis of TB without recognized symptoms. Importantly, mass screening identified TB in people with limited healthcare options who were less likely to be found through background case detection.
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Affiliation(s)
- Zhengfang Hu
- Department of Communicable Disease Control and Prevention, Lanxi Municipal Center for Disease Control and Prevention, Jinhua, Zhejiang Province, People's Republic of China
| | - Kui Liu
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Meng Zhou
- Department of Public Health, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, People's Republic of China
| | - Xineng Jiang
- Department of Communicable Disease Control and Prevention, Lanxi Municipal Center for Disease Control and Prevention, Jinhua, Zhejiang Province, People's Republic of China
| | - Yaling Feng
- Department of Communicable Disease Control and Prevention, Lanxi Municipal Center for Disease Control and Prevention, Jinhua, Zhejiang Province, People's Republic of China
| | - Zhicheng Yu
- Department of Communicable Disease Control and Prevention, Lanxi Municipal Center for Disease Control and Prevention, Jinhua, Zhejiang Province, People's Republic of China
| | - Yuhao Li
- Department of Public Health, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, People's Republic of China
| | - Songhua Chen
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Qian Wu
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Wei Wang
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - C Robert Horsburgh
- Department of Epidemiology, School of Public Health, Boston University, Boston, MA, USA
| | - Yu Zhang
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Lin Zhou
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Bin Chen
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Chonggao Hu
- Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, People's Republic of China
| | - Leonardo Martinez
- Department of Epidemiology, School of Public Health, Boston University, Boston, MA, USA
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4
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Ross JM, Greene C, Bayer CJ, Dowdy DW, van Heerden A, Heitner J, Rao DW, Roberts DA, Shapiro AE, Zabinsky ZB, Barnabas RV. Preventing tuberculosis with community-based care in an HIV-endemic setting: a modeling analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.21.23294380. [PMID: 37662260 PMCID: PMC10473784 DOI: 10.1101/2023.08.21.23294380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Introduction Antiretroviral therapy (ART) and TB preventive treatment (TPT) both prevent tuberculosis (TB) disease and deaths among people living with HIV. Differentiated care models, including community-based care, can increase uptake of ART and TPT to prevent TB in settings with a high burden of HIV-associated TB, particularly among men. Methods We developed a gender-stratified dynamic model of TB and HIV transmission and disease progression among 100,000 adults ages 15-59 in KwaZulu-Natal, South Africa. We drew model parameters from a community-based ART initiation and resupply trial in sub-Saharan Africa (Delivery Optimization for Antiretroviral Therapy, DO ART) and other scientific literature. We simulated the impacts of community-based ART and TPT care programs during 2018-2027, assuming that community-based ART and TPT care were scaled up to similar levels as in the DO ART trial (i.e., ART coverage increasing from 49% to 82% among men and from 69% to 83% among women) and sustained for ten years. We projected the number of TB cases, deaths, and disability-adjusted life years (DALYs) averted relative to standard, clinic-based care. We calculated program costs and incremental cost-effectiveness ratios from the provider perspective. Results If community-based ART care could be implemented with similar effectiveness to the DO ART trial, increased ART coverage could reduce TB incidence by 27.0% (range 21.3% - 34.1%) and TB mortality by 36.0% (range 26.9% - 43.8%) after ten years. Increasing both ART and TPT uptake through community-based ART with TPT care could reduce TB incidence by 29.7% (range 23.9% - 36.0%) and TB mortality by 36.0% (range 26.9% - 43.8%). Community-based ART with TPT care reduced gender disparities in TB mortality rates by reducing TB mortality among men by a projected 39.8% (range 32.2% - 46.3%) and by 30.9% (range 25.3% - 36.5%) among women. Over ten years, the mean cost per DALY averted by community-based ART with TPT care was $846 USD (range $709 - $1,012). Conclusions By substantially increasing coverage of ART and TPT, community-based care for people living with HIV could reduce TB incidence and mortality in settings with high burdens of HIV-associated TB and reduce TB gender disparities.
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Affiliation(s)
- Jennifer M. Ross
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, USA
| | - Chelsea Greene
- Department of Industrial and Systems Engineering, University of Washington, Seattle, USA
| | - Cara J. Bayer
- Department of Epidemiology, University of North Carolina, Chapel Hill, USA
| | - David W. Dowdy
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Alastair van Heerden
- Centre for Community Based Research, Human Sciences Research Council, Pietermaritzburg, South Africa
- SAMRC/Wits Developmental Pathways for Health Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Jesse Heitner
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, USA
| | | | - D. Allen Roberts
- Department of Epidemiology, University of Washington, Seattle, USA
| | - Adrienne E. Shapiro
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, USA
- Department of Global Health, University of Washington, Seattle, USA
| | - Zelda B. Zabinsky
- Department of Industrial and Systems Engineering, University of Washington, Seattle, USA
| | - Ruanne V. Barnabas
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, USA
- Harvard Medical School, Boston, USA
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Zhang Y, Lu P, Wu K, Zhou H, Yu H, Yuan J, Dong L, Liu Q, Lu W, Yang H, Cao D, Zhu L. Positive rate and risk factors of latent tuberculosis infection among persons living with HIV in Jiangsu Province, China. Front Cell Infect Microbiol 2023; 13:1051060. [PMID: 36960041 PMCID: PMC10029977 DOI: 10.3389/fcimb.2023.1051060] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/16/2023] [Indexed: 03/09/2023] Open
Abstract
Objective To analyze the latent tuberculosis infection (LTBI) among persons living with HIV(PLWH) in Jiangsu Province, to explore the factors affecting the positive rate of LTBI, and to take appropriate measures to control tuberculosis (TB) infection. Methods A cross-sectional study was conducted among PLWH in Jiangsu Province from June to July 2021. All PLWH in Jiangsu Province were used as the study population. Currently, the diagnosis of LTBI lacks a "gold standard" and can only be assisted by the immunological method. In this study, Tuberculin skin test (TST), ESAT6-CFP10 test (EC), and QuantiFERON-TB gold in-tube (QFT) were used to detect the positive rate of LTBI among PLWH and to analyze their risk factors. Results A total of 340 prisoners were included, 89.7% were male, the median age was 38 years [Interquartile Range (IQR):32-46 years], these patients were on Antiviral Therapy (ART), and median CD4 counts was 376 (IQR: 261-496), 103 (30.3%) were positive in at least one test, LTBI by TST was 16.5%, LTBI by EC was 15.9%, LTBI by QFT was 26.2%. Univariate analysis showed the results for TST, EC, and QFT were not affected by CD4 counts (p>0.05), and multivariate analysis showed that a history of incarceration was associated with an increased risk of positive TST (adjusted odds ratio [aOR]=1.98;95% CI,1.03-3.82), EC (aOR=2.65;95% CI,1.37-5.12) and QFT (aOR=2.01;95%CI,1.12-3.57), in addition, female gender was associated with increased risk of positive TST (aOR=3.66;95%CI,1.60-8.37) and EC (aOR=3.43;95%CI,1.46-8.07), and contact history of TB patients was associated with increased risk of TST (aOR= 2.54;95%CI,1.23-5.22) and QFT (aOR=2.03;95%CI,1.03-3.99), and ethnic minorities (aOR=0.26;95%CI,0.12-0.57), longer duration of incarceration was associated with an increased risk of positive QFT (aOR=1.12;95%CI,1.02-1.24). Conclusions Female gender, and ethnic minorities, history of incarceration, longer duration of incarceration, and contact history of TB patients are risk factors for LTBI among PLWH in Jiangsu Province, and attention should be paid to TB control in this population.
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Affiliation(s)
- Yu Zhang
- Department of Chronic Communicable Disease, Center for Disease Control and Prevention of Jiangsu Province, Nanjing, Jiangsu, China
- School of Public Health, Southeast University, Nanjing, Jiangsu, China
| | - Peng Lu
- Department of Chronic Communicable Disease, Center for Disease Control and Prevention of Jiangsu Province, Nanjing, Jiangsu, China
| | - Kai Wu
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
| | - Hongxi Zhou
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
| | - Haibing Yu
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
| | - Ju Yuan
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
| | - Lang Dong
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
| | - Qiao Liu
- Department of Chronic Communicable Disease, Center for Disease Control and Prevention of Jiangsu Province, Nanjing, Jiangsu, China
| | - Wei Lu
- Department of Chronic Communicable Disease, Center for Disease Control and Prevention of Jiangsu Province, Nanjing, Jiangsu, China
| | - Haitao Yang
- School of Public Health, Southeast University, Nanjing, Jiangsu, China
- Health Policy Research Department, Jiangsu Provincial Health Development Research Center, Jiangsu, China
| | - Dianyi Cao
- Jiangsu Prison Administration, Central Hospital, Changzhou, Jiangsu, China
- *Correspondence: Limei Zhu, ; Dianyi Cao,
| | - Limei Zhu
- Department of Chronic Communicable Disease, Center for Disease Control and Prevention of Jiangsu Province, Nanjing, Jiangsu, China
- *Correspondence: Limei Zhu, ; Dianyi Cao,
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6
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Saavedra Cervera B, López MG, Chiner-Oms Á, García AM, Cancino-Muñoz I, Torres-Puente M, Villamayor L, Madrazo-Moya C, Mambuque E, Sequera GV, Respeito D, Blanco S, Augusto O, López-Varela E, García-Basteiro AL, Comas I. Fine-grain population structure and transmission patterns of Mycobacterium tuberculosis in southern Mozambique, a high TB/HIV burden area. Microb Genom 2022; 8. [PMID: 35787782 PMCID: PMC9455694 DOI: 10.1099/mgen.0.000844] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Genomic studies of the Mycobacterium tuberculosis complex (MTBC) might shed light on the dynamics of its transmission, especially in high-burden settings, where recent outbreaks are embedded in the complex natural history of the disease. To this end, we conducted a 1 year prospective surveillance-based study in Mozambique. We applied whole-genome sequencing (WGS) to 295 positive cultures. We fully characterized MTBC isolates by phylogenetics and dating evaluation, and carried out a molecular epidemiology analysis to investigate further associations with pre-defined transmission risk factors. The majority of strains (49.5%, 136/275) belonged to lineage (L) 4; 57.8 % of them (159/275) were in genomic transmission clusters (cut-off 5 SNPs), and a strikingly high proportion (45.5%) shared an identical genotype (0 SNP pairwise distance). We found two ‘likely endemic’ clades, comprising 67 strains, belonging to L1.2, which dated back to the late 19th century and were associated with recent spread among people living with human immunodeficiency virus (PLHIV). We describe for the first time the population structure of MTBC in our region, a high tuberculosis (TB)/HIV burden area. Clustering analysis revealed an unforeseen pattern of spread and high rates of progression to active TB, suggesting weaknesses in TB control activities. The long-term presence of local strains in Mozambique, which were responsible for large transmission among HIV/TB-coinfected patients, calls into question the role of HIV in TB transmission.
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Affiliation(s)
- Belén Saavedra Cervera
- PhD Programin Medicine and Translational Research, Universitat de Barcelona, Barcelona, Spain.,Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique.,ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | - Mariana G López
- Instituto de Biomedicina de Valencia (IBV), CSIC, Valencia, Spain
| | | | - Ana María García
- Instituto de Biomedicina de Valencia (IBV), CSIC, Valencia, Spain.,Universidad de Valencia, Valencia, Spain
| | | | | | | | | | - Edson Mambuque
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | | | - Durval Respeito
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Silvia Blanco
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Orvalho Augusto
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Elisa López-Varela
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique.,ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | - Alberto L García-Basteiro
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique.,ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
| | - Iñaki Comas
- Instituto de Biomedicina de Valencia (IBV), CSIC, Valencia, Spain.,CIBER in Epidemiology and Public Health, Madrid, Spain
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