1
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Dixit A, Ektefaie Y, Kagal A, Freschi L, Karyakarte R, Lokhande R, Groschel M, Tornheim JA, Gupte N, Pradhan NN, Paradkar MS, Deshmukh S, Kadam D, Schito M, Engelthaler DM, Gupta A, Golub J, Mave V, Farhat M. Drug resistance and epidemiological success of modern Mycobacterium tuberculosis lineages in western India. J Infect Dis 2024:jiae240. [PMID: 38819323 DOI: 10.1093/infdis/jiae240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 04/24/2024] [Accepted: 05/03/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Transmission is contributing to the slow decline of tuberculosis (TB) incidence globally. Drivers of TB transmission in India, the country estimated to carry a quarter of the World's burden, are not well studied. We conducted a genomic epidemiology study to compare epidemiological success, host factors and drug resistance (DR) among the four major Mycobacterium tuberculosis (Mtb) lineages (L1-4) circulating in Pune, India. METHODS We performed whole-genome sequencing (WGS) of Mtb sputum culture-positive isolates from participants in two prospective cohort studies and predicted genotypic susceptibility using a validated random forest model. We used maximum likelihood estimation to build phylogenies. We compared lineage specific phylogenetic and time-scaled metrics to assess epidemiological success. RESULTS Of the 642 isolates that underwent WGS, 612 met sequence quality criteria. Most isolates belonged to L3 (44.6%). The majority (61.1%) of multidrug-resistant isolates belonged to L2 (P < 0.001). In molecular dating, L2 demonstrated a higher rate and more recent resistance acquisition. We measured higher clustering, and time-scaled haplotypic density (THD) for L4 and L2 compared to L3 and/or L1 suggesting higher epidemiological success. L4 demonstrated higher THD and clustering (OR 5.1 (95% CI 2.3-12.3) in multivariate models controlling for host factors and DR. CONCLUSION L2 shows a higher frequency of DR and both L2 and L4 demonstrate evidence of higher epidemiological success than L3 or L1 in the study setting. Our findings highlight the need for contact tracing around TB cases, and heightened surveillance of TB DR in India.
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Affiliation(s)
- Avika Dixit
- Division of Infectious Diseases, Boston Children's Hospital, Boston MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston MA, USA
| | - Yasha Ektefaie
- Department of Biomedical Informatics, Harvard Medical School, Boston MA, USA
| | - Anju Kagal
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Luca Freschi
- Department of Biomedical Informatics, Harvard Medical School, Boston MA, USA
| | | | - Rahul Lokhande
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Matthias Groschel
- Department of Biomedical Informatics, Harvard Medical School, Boston MA, USA
| | - Jeffrey A Tornheim
- Center for Clinical Global Health Education, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nikhil Gupte
- Center for Clinical Global Health Education, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Neeta N Pradhan
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Mandar S Paradkar
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Sona Deshmukh
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Dileep Kadam
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | | | | | - Amita Gupta
- Center for Clinical Global Health Education, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of International Health, Johns Hopkins Bloomberg School of Public Heath, Baltimore, MD, USA
| | - Jonathan Golub
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vidya Mave
- Center for Clinical Global Health Education, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Maha Farhat
- Department of Biomedical Informatics, Harvard Medical School, Boston MA, USA
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, USA
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2
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Vinhaes CL, Fukutani ER, Santana GC, Arriaga MB, Barreto-Duarte B, Araújo-Pereira M, Maggitti-Bezerril M, Andrade AM, Figueiredo MC, Milne GL, Rolla VC, Kristki AL, Cordeiro-Santos M, Sterling TR, Andrade BB, Queiroz AT. An integrative multi-omics approach to characterize interactions between tuberculosis and diabetes mellitus. iScience 2024; 27:109135. [PMID: 38380250 PMCID: PMC10877940 DOI: 10.1016/j.isci.2024.109135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/02/2024] [Accepted: 02/01/2024] [Indexed: 02/22/2024] Open
Abstract
Tuberculosis-diabetes mellitus (TB-DM) is linked to a distinct inflammatory profile, which can be assessed using multi-omics analyses. Here, a machine learning algorithm was applied to multi-platform data, including cytokines and gene expression in peripheral blood and eicosanoids in urine, in a Brazilian multi-center TB cohort. There were four clinical groups: TB-DM(n = 24), TB only(n = 28), DM(HbA1c ≥ 6.5%) only(n = 11), and a control group of close TB contacts who did not have TB or DM(n = 13). After cross-validation, baseline expression or abundance of MMP-28, LTE-4, 11-dTxB2, PGDM, FBXO6, SECTM1, and LINCO2009 differentiated the four patient groups. A distinct multi-omic-derived, dimensionally reduced, signature was associated with TB, regardless of glycemic status. SECTM1 and FBXO6 mRNA levels were positively correlated with sputum acid-fast bacilli grade in TB-DM. Values of the biomarkers decreased during the course of anti-TB therapy. Our study identified several markers associated with the pathophysiology of TB-DM that could be evaluated in future mechanistic investigations.
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Affiliation(s)
- Caian L. Vinhaes
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Programa de Pós-Graduação em Medicina e Saúde Humana, Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Departamento de Infectologia, Hospital Português da Bahia, Salvador 40140-901, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
| | - Eduardo R. Fukutani
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Gabriel C. Santana
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Curso de Medicina, Universidade Salvador, Salvador, Brazil
| | - María B. Arriaga
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Beatriz Barreto-Duarte
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Curso de Medicina, Universidade Salvador, Salvador, Brazil
- Programa Acadêmico de Tuberculose. Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mariana Araújo-Pereira
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Faculdade de Medicina, Univerdidade Federal da Bahia, Salvador, Brazil
| | - Mateus Maggitti-Bezerril
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
| | - Alice M.S. Andrade
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
| | - Marina C. Figueiredo
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ginger L. Milne
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Valeria C. Rolla
- Instituto Nacional de Infectologia Evandro Chagas, Fiocruz, Rio de Janeiro, Brazil
| | - Afrânio L. Kristki
- Programa Acadêmico de Tuberculose. Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Marcelo Cordeiro-Santos
- Fundação Medicina Tropical Doutor Heitor Vieira Dourado, Manaus, Brazil
- Programa de Pós-Graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Brazil
- Universidade Nilton Lins, Manaus, Brazil
| | - Timothy R. Sterling
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bruno B. Andrade
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Programa de Pós-Graduação em Medicina e Saúde Humana, Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Curso de Medicina, Universidade Salvador, Salvador, Brazil
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Faculdade de Medicina, Univerdidade Federal da Bahia, Salvador, Brazil
| | - Artur T.L. Queiroz
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - for the RePORT Brazil Consortium
- Laboratório de Pesquisa Clínica e Translacional, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador 40296-710, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador 41810-710, Brazil
- Programa de Pós-Graduação em Medicina e Saúde Humana, Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Departamento de Infectologia, Hospital Português da Bahia, Salvador 40140-901, Brazil
- Instituto de Pesquisa Clínica e Translacional, Faculdade de Tecnologia e Ciências, Salvador 41741-590, Brazil
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Curso de Medicina, Universidade Salvador, Salvador, Brazil
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Programa Acadêmico de Tuberculose. Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Faculdade de Medicina, Univerdidade Federal da Bahia, Salvador, Brazil
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
- Instituto Nacional de Infectologia Evandro Chagas, Fiocruz, Rio de Janeiro, Brazil
- Fundação Medicina Tropical Doutor Heitor Vieira Dourado, Manaus, Brazil
- Programa de Pós-Graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Brazil
- Universidade Nilton Lins, Manaus, Brazil
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3
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Rocha EF, Vinhaes CL, Araújo-Pereira M, Mota TF, Gupte AN, Kumar NP, Arriaga MB, Sterling TR, Babu S, Gaikwad S, Karyakarte R, Mave V, Kulkarni V, Paradkar M, Viswanathan V, Kornfeld H, Gupta A, Andrade BB, Queiroz ATLD. The sound of silent RNA in tuberculosis and the lncRNA role on infection. iScience 2024; 27:108662. [PMID: 38205253 PMCID: PMC10777062 DOI: 10.1016/j.isci.2023.108662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/27/2023] [Accepted: 12/05/2023] [Indexed: 01/12/2024] Open
Abstract
Tuberculosis (TB) is one of the leading causes of death worldwide, and Diabetes Mellitus is one of the major comorbidities (TB/DM) associated with the disease. A total of 103 differentially expressed ncRNAs have been identified in the TB and TB/DM comparisons. A machine learning algorithm was employed to identify the most informative lncRNAs: ADM-DT, LINC02009, LINC02471, SOX2-OT, and GK-AS1. These lncRNAs presented substantial accuracy in classifying TB from HC (AUCs >0.85) and TB/DM from HC (AUCs >0.90) in the other three countries. Genes with significant correlations with the five lncRNAs enriched common pathways in Brazil and India for both TB and TB/DM. This suggests that lncRNAs play an important role in the regulation of genes related to the TB immune response.
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Affiliation(s)
- Eduardo Fukutani Rocha
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
| | - Caian Leal Vinhaes
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
| | - Mariana Araújo-Pereira
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Faculdade de Tecnologia e Ciências, Instituto de Pesquisa Clínica e Translacional, Salvador, Brazil
| | - Tiago Feitosa Mota
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
| | | | | | - Maria Belen Arriaga
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
| | - Timothy R. Sterling
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN USA
| | - Subash Babu
- National Institutes of Health- NIRT - International Center for Excellence in Research, Chennai, India
| | - Sanjay Gaikwad
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
| | - Rajesh Karyakarte
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
| | - Vidya Mave
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | - Vandana Kulkarni
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | - Mandar Paradkar
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | - Hardy Kornfeld
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA USA
- UMass Chan Medical School, Worcester, MA USA
| | - Amita Gupta
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Bruno Bezerril Andrade
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Faculdade de Tecnologia e Ciências, Instituto de Pesquisa Clínica e Translacional, Salvador, Brazil
| | - Artur Trancoso Lopo de Queiroz
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
| | - RePORT Brazil
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Boston University School of Public Health, Boston, MA USA
- National Institutes of Health- NIRT - International Center for Excellence in Research, Chennai, India
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN USA
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
- Prof. M. Viswanathan Diabetes Research Centre, Chennai, India
- Faculdade de Tecnologia e Ciências, Instituto de Pesquisa Clínica e Translacional, Salvador, Brazil
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA USA
- UMass Chan Medical School, Worcester, MA USA
- ICMR-National Institute for Research in Tuberculosis, Chennai, India
| | - RePORT India Consortia
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador 40290-150, Brazil
- Boston University School of Public Health, Boston, MA USA
- National Institutes of Health- NIRT - International Center for Excellence in Research, Chennai, India
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN USA
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
- Prof. M. Viswanathan Diabetes Research Centre, Chennai, India
- Faculdade de Tecnologia e Ciências, Instituto de Pesquisa Clínica e Translacional, Salvador, Brazil
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA USA
- UMass Chan Medical School, Worcester, MA USA
- ICMR-National Institute for Research in Tuberculosis, Chennai, India
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4
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Paradkar MS, Pradhan NN, Balaji S, Gaikwad SN, Chavan A, Dharmashale SN, Sahasrabudhe T, Lokhande R, Deshmukh SA, Barthwal M, Atre S, Raskar SS, Sawant TU, Gupte AN, Kakrani A, Golub J, Padmapriyadarsini C, Gupta A, Gupte NA, Mave V. Early Microbiologic Markers of Pulmonary Tuberculosis Treatment Outcomes. Ann Am Thorac Soc 2023; 20:1760-1768. [PMID: 38038600 PMCID: PMC10704230 DOI: 10.1513/annalsats.202302-144oc] [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: 02/15/2023] [Accepted: 09/26/2023] [Indexed: 12/02/2023] Open
Abstract
Rationale: Earlier biomarkers of pulmonary tuberculosis (PTB) treatment outcomes are critical to monitor shortened anti-TB treatment (ATT). Objectives: To identify early microbiologic markers of unfavorable TB treatment outcomes. Methods: We performed a subanalysis of 2 prospective TB cohort studies conducted from 2013 to 2019 in India. We included participants aged ⩾18 years who initiated 6-month ATT for clinically or microbiologically diagnosed drug-sensitive PTB and completed at least one follow-up visit. Sputum specimens were subjected to a baseline Xpert Mycobacterium tuberculosis/rifampin (MTB/RIF) assay, acid-fast bacilli (AFB) microscopy and liquid and solid cultures, and serial AFB microscopy and liquid and solid cultures at weeks 2, 4, and 8. Poisson regression was used to assess the impact of available microbiologic markers (test positivity, smear grade, time to detection, and time to conversion) on a composite outcome of failure, recurrence, or death by 18 months after the end of treatment. Models were adjusted for age, sex, nutritional status, diabetes, smoking, alcohol consumption, and regimen type. Results: Among 1,098 eligible cases, there were 251 (22%) adverse TB treatment outcomes: 127 (51%) treatment failures, 73 (29%) recurrences, and 51 (20%) deaths. The primary outcome was independently associated with the Xpert MTB/RIF assay (medium-positive adjusted incidence rate ratio [aIRR], 1.91; 95% confidence interval [CI], 1.07-3.40; high-positive aIRR, 2.51; 95% CI, 1.41-4.46), positive AFB smear (aIRR, 1.48; 95% CI, 1.06-2.06), and positive liquid culture (aIRR, 1.98; 95% CI, 1.21-3.23) at baseline; Week 2 positive liquid culture (aIRR, 1.47; 95% CI, 1.04-2.09); and Week 8 positive AFB smear (aIRR, 1.63; 95% CI, 1.06-2.50) and positive liquid culture (aIRR, 1.54; 95% CI, 1.07-2.22). There was no evidence of Mycobacterium tuberculosis growth in the Mycobacterium Growth Indicator Tube at Week 4 conferring a higher risk of adverse outcomes (aIRR, 1.25; 95% CI, 0.89-1.75). Conclusions: Our analysis identifies Week 2 respiratory mycobacterial culture as the earliest microbiologic marker of unfavorable PTB treatment outcomes.
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Affiliation(s)
- Mandar Sudhir Paradkar
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | - Neeta Nitin Pradhan
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | | | - Amol Chavan
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | | | | | - Sona Anil Deshmukh
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | - Sachin Atre
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
- Department of Respiratory Medicine and
| | - Swapnil Suresh Raskar
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | - Akshay N. Gupte
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- School of Public Health, Boston University, Boston, Massachusetts
| | - ArjunLal Kakrani
- Department of Medicine, Dr. D.Y. Patil Medical College, Hospital & Research Centre, Pune, India
| | - Jonathan Golub
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Amita Gupta
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nikhil Anil Gupte
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Vidya Mave
- BJ Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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5
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Jalbert E, Liu C, Mave V, Lang N, Kagal A, Valvi C, Paradkar M, Gupte N, Lokhande R, Bharadwaj R, Kulkarni V, Gupta A, Weinberg A. Comparative immune responses to Mycobacterium tuberculosis in people with latent infection or sterilizing protection. iScience 2023; 26:107425. [PMID: 37564701 PMCID: PMC10410524 DOI: 10.1016/j.isci.2023.107425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 03/22/2023] [Accepted: 07/17/2023] [Indexed: 08/12/2023] Open
Abstract
There is great need for vaccines against tuberculosis (TB) more efficacious than the licensed BCG. Our goal was to identify new vaccine benchmarks by identifying immune responses that distinguish individuals able to eradicate the infection (TB-resisters) from individuals with latent infection (LTBI-participants). TB-resisters had higher frequencies of circulating CD8+ glucose monomycolate (GMM)+ Granzyme-B+ T cells than LTBI-participants and higher proportions of polyfunctional conventional and nonconventional T cells expressing Granzyme-B and/or PD-1 after ex vivo M. tuberculosis stimulation of blood mononuclear cells. LTBI-participants had higher expression of activation markers and cytokines, including IL10, and IFNγ. An exploratory analysis of BCG-recipients with minimal exposure to TB showed absence of CD8+GMM+Granzyme-B+ T cells, lower or equal proportions of Granzyme-B+PD-1+ polyfunctional T cells than TB-resisters and higher or equal than LTBI-participants. In conclusion, high Granzyme-B+PD-1+ T cell responses to M. tuberculosis and, possibly, of CD8+GMM+Granzyme-B+ T cells may be desirable for new TB vaccines.
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Affiliation(s)
- Emilie Jalbert
- Department of Pediatrics, University of Colorado-Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Cuining Liu
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado-Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Vidya Mave
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site (BJGMC-JHU CRS), Pune, Maharashtra, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, Maharashtra, India
- School of Medicine, Center for Clinical Global Health Education (CCGHE), Johns Hopkins University, Baltimore, MD, USA
| | - Nancy Lang
- Department of Pediatrics, University of Colorado-Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Anju Kagal
- Department of Microbiology, Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Chhaya Valvi
- Department of Pediatrics, Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site (BJGMC-JHU CRS), Pune, Maharashtra, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, Maharashtra, India
- School of Medicine, Center for Clinical Global Health Education (CCGHE), Johns Hopkins University, Baltimore, MD, USA
| | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site (BJGMC-JHU CRS), Pune, Maharashtra, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, Maharashtra, India
- School of Medicine, Center for Clinical Global Health Education (CCGHE), Johns Hopkins University, Baltimore, MD, USA
| | - Rahul Lokhande
- Department of Pulmonary Medicine, Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Renu Bharadwaj
- Department of Microbiology, Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site (BJGMC-JHU CRS), Pune, Maharashtra, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, Maharashtra, India
- School of Medicine, Center for Clinical Global Health Education (CCGHE), Johns Hopkins University, Baltimore, MD, USA
| | - Amita Gupta
- Johns Hopkins Center for Infectious Diseases in India, Pune, Maharashtra, India
- School of Medicine, Center for Clinical Global Health Education (CCGHE), Johns Hopkins University, Baltimore, MD, USA
| | - Adriana Weinberg
- Departments of Pediatrics, Medicine and Pathology, University of Colorado-Denver Anschutz Medical Campus, Aurora, CO, USA
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6
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Queiroz ATL, Vinhaes CL, Fukutani ER, Gupte AN, Kumar NP, Fukutani KF, Arriaga MB, Sterling TR, Babu S, Gaikwad S, Karyakarte R, Mave V, Paradhkar M, Viswanathan V, Gupta A, Andrade BB, Kornfeld H. A multi-center, prospective cohort study of whole blood gene expression in the tuberculosis-diabetes interaction. Sci Rep 2023; 13:7769. [PMID: 37173394 PMCID: PMC10180618 DOI: 10.1038/s41598-023-34847-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 05/09/2023] [Indexed: 05/15/2023] Open
Abstract
Diabetes mellitus (DM) increases tuberculosis (TB) severity. We compared blood gene expression in adults with pulmonary TB, with or without diabetes mellitus (DM) from sites in Brazil and India. RNA sequencing (RNAseq) performed at baseline and during TB treatment. Publicly available baseline RNAseq data from South Africa and Romania reported by the TANDEM Consortium were also analyzed. Across the sites, differentially expressed genes varied for each condition (DM, TB, and TBDM) and no pattern classified any one group across all sites. A concise signature of TB disease was identified but this was expressed equally in TB and TBDM. Pathway enrichment analysis failed to distinguish TB from TBDM, although there was a trend for greater neutrophil and innate immune pathway activation in TBDM participants. Pathways associated with insulin resistance, metabolic dysfunction, diabetic complications, and chromosomal instability were positively correlated with glycohemoglobin. The immune response to pulmonary TB as reflected by whole blood gene expression is substantially similar with or without comorbid DM. Gene expression pathways associated with the microvascular and macrovascular complications of DM are upregulated during TB, supporting a syndemic interaction between these coprevalent diseases.
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Affiliation(s)
- Artur T L Queiroz
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, 41810‑710, Brazil
| | - Caian L Vinhaes
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, 41810‑710, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, 40290-150, Brazil
| | - Eduardo R Fukutani
- Centro de Integração de Dados e Conhecimentos para Saúde, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Akshay N Gupte
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nathella Pavan Kumar
- National Institutes of Health- NIRT - International Center for Excellence in Research, Chennai, India
| | - Kiyoshi F Fukutani
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - María B Arriaga
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, 41810‑710, Brazil
| | - Timothy R Sterling
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Subash Babu
- National Institutes of Health- NIRT - International Center for Excellence in Research, Chennai, India
| | - Sanjay Gaikwad
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
| | - Rajesh Karyakarte
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
| | - Vidya Mave
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | - Mandar Paradhkar
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins Center for Infectious Diseases in India, Pune, India
| | | | - Amita Gupta
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Bruno B Andrade
- Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil.
- Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, 41810‑710, Brazil.
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, 40290-150, Brazil.
- Faculdade de Tecnologia e Ciências, Instituto de Pesquisa Clínica e Translacional, Salvador, 41741-590, Brazil.
| | - Hardy Kornfeld
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
- UMass Chan Medical School, Worcester, MA, USA.
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7
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Sinha P, Ponnuraja C, Gupte N, Prakash Babu S, Cox SR, Sarkar S, Mave V, Paradkar M, Cintron C, Govindarajan S, Kinikar A, Priya N, Gaikwad S, Thangakunam B, Devarajan A, Dhanasekaran M, Tornheim JA, Gupta A, Salgame P, Christopher DJ, Kornfeld H, Viswanathan V, Ellner JJ, Horsburgh CR, Gupte AN, Padmapriyadarsini C, Hochberg NS. Impact of Undernutrition on Tuberculosis Treatment Outcomes in India: A Multicenter, Prospective, Cohort Analysis. Clin Infect Dis 2023; 76:1483-1491. [PMID: 36424864 PMCID: PMC10319769 DOI: 10.1093/cid/ciac915] [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: 08/26/2022] [Revised: 11/10/2022] [Accepted: 11/23/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Undernutrition is the leading risk factor for tuberculosis (TB) globally. Its impact on treatment outcomes is poorly defined. METHODS We conducted a prospective cohort analysis of adults with drug-sensitive pulmonary TB at 5 sites from 2015-2019. Using multivariable Poisson regression, we assessed associations between unfavorable outcomes and nutritional status based on body mass index (BMI) nutritional status at treatment initiation, BMI prior to TB disease, stunting, and stagnant or declining BMI after 2 months of TB treatment. Unfavorable outcome was defined as a composite of treatment failure, death, or relapse within 6 months of treatment completion. RESULTS Severe undernutrition (BMI <16 kg/m2) at treatment initiation and severe undernutrition before the onset of TB disease were both associated with unfavorable outcomes (adjusted incidence rate ratio [aIRR], 2.05; 95% confidence interval [CI], 1.42-2.91 and aIRR, 2.20; 95% CI, 1.16-3.94, respectively). Additionally, lack of BMI increase after treatment initiation was associated with increased unfavorable outcomes (aIRR, 1.81; 95% CI, 1.27-2.61). Severe stunting (height-for-age z score <-3) was associated with unfavorable outcomes (aIRR, 1.52; 95% CI, 1.00-2.24). Severe undernutrition at treatment initiation and lack of BMI increase during treatment were associated with a 4- and 5-fold higher rate of death, respectively. CONCLUSIONS Premorbid undernutrition, undernutrition at treatment initiation, lack of BMI increase after intensive therapy, and severe stunting are associated with unfavorable TB treatment outcomes. These data highlight the need to address this widely prevalent TB comorbidity. Nutritional assessment should be integrated into standard TB care.
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Affiliation(s)
- Pranay Sinha
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Chinnaiyan Ponnuraja
- Indian Council of Medical Research, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College, Sassoon General Hospitals–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Center for Infectious Diseases in India, Johns Hopkins India, Pune, Maharashtra, India
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | | | - Samyra R Cox
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Sonali Sarkar
- Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Vidya Mave
- Byramjee Jeejeebhoy Government Medical College, Sassoon General Hospitals–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Center for Infectious Diseases in India, Johns Hopkins India, Pune, Maharashtra, India
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College, Sassoon General Hospitals–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Center for Infectious Diseases in India, Johns Hopkins India, Pune, Maharashtra, India
| | - Chelsie Cintron
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - S Govindarajan
- Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
- National Tuberculosis Elimination Program, Puducherry, India
| | - Aarti Kinikar
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, Maharashtra, India
| | - Nadesan Priya
- Christian Medical College, Vellore, Tamil Nadu, India
| | - Sanjay Gaikwad
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, Maharashtra, India
| | | | | | | | - Jeffrey A Tornheim
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Amita Gupta
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Padmini Salgame
- Center for Emerging Pathogens, Department of Medicine, New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
| | | | - Hardy Kornfeld
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | - Vijay Viswanathan
- Prof. M. Viswanathan Diabetes Research Centre, Chennai, Tamil Nadu, India
| | - Jerrold J Ellner
- Center for Emerging Pathogens, Department of Medicine, New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
| | - C Robert Horsburgh
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Akshay N Gupte
- Division of Infectious Diseases, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | | | - Natasha S Hochberg
- Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
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8
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Mave V, Chen L, Ranganathan UD, Kadam D, Vishwanathan V, Lokhande R, S SK, Kagal A, Pradhan N, Shivakumar SVBY, Paradkar MS, Deshmukh S, Tornheim JA, Kornfeld H, Farhat M, Gupta A, Padmapriyadarsini C, Gupte N, Golub JE, Mathema B, Kreiswirth BN. Whole Genome Sequencing Assessing Impact of Diabetes Mellitus on Tuberculosis Mutations and Type of Recurrence in India. Clin Infect Dis 2022; 75:768-776. [PMID: 34984435 PMCID: PMC9477453 DOI: 10.1093/cid/ciab1067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Evidence describing the impact of diabetes mellitus (DM) on the recurrence and mutation rate of Mycobacterium tuberculosis (Mtb) is limited. METHODS This study was nested in 3 cohort studies of tuberculosis (TB) patients with and without DM in India. Paired Mtb isolates recovered at baseline and treatment failure/recurrence underwent whole genome sequencing. We compared acquisition of single-nucleotide polymorphisms (SNPs), TB drug resistance mutations, and type of recurrence (endogenous reactivation [<8 SNPs] or exogenous reinfection [≥8 SNPs]) by DM status. RESULTS Of 1633 enrolled in the 3 parent cohorts, 236 (14.5%) had microbiologically confirmed TB treatment failure/recurrence; 76 Mtb isolate pairs were available for sequencing (22 in TB-DM and 54 in TB-only). The SNP acquisition rate was overall was 0.43 (95% confidence interval [CI], .25-.64) per 1 person-year (PY); 0.77 (95% CI, .40-1.35) per 1 PY, and 0.44 (95% CI, .19-.86) per 1 PY at treatment failure and recurrence, respectively. Significant difference in SNP rates by DM status was seen at recurrence (0.21 [95% CI, .04-.61]) per 1 PY for TB-only vs 1.28 (95% CI, .41-2.98) per 1 PY for TB-DM; P = .02). No significant difference in SNP rates by DM status was observed at treatment failure. Acquired TB drug resistance was seen in 4 of 18 (22%) in TB-DM vs 4 of 45 (9%) in TB-only (P = .21). Thirteen (17%) participants had exogenous reinfection; the reinfection rate at recurrence was 25% (3/12) for TB-DM vs 17% (4/24) in TB-only (P = .66). CONCLUSIONS Considerable intrahost Mtb mutation rates were present at recurrence among patients with DM in India. One-fourth of patients with DM had exogenous reinfection at recurrence.
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Affiliation(s)
- Vidya Mave
- Byramjee-Jeejeebhoy Medical College–Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Johns Hopkins India, Pune, India
| | - Liang Chen
- Hackensack Meridian Health, Center for Discovery and Innovation, Nutley, New Jersey, USA
| | | | - Dileep Kadam
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | | | - Rahul Lokhande
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Siva Kumar S
- ICMR-National Institute for Research in Tuberculosis, Chennai, India
| | - Anju Kagal
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Neeta N Pradhan
- Byramjee-Jeejeebhoy Medical College–Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | | | - Mandar S Paradkar
- Byramjee-Jeejeebhoy Medical College–Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | - Sona Deshmukh
- Byramjee-Jeejeebhoy Medical College–Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins India, Pune, India
| | | | | | - Maha Farhat
- Harvard Medical School, Boston, Massachusetts, USA
| | - Amita Gupta
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Nikhil Gupte
- Byramjee-Jeejeebhoy Medical College–Johns Hopkins University Clinical Research Site, Pune, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Johns Hopkins India, Pune, India
| | - Jonathan E Golub
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Barry N Kreiswirth
- Hackensack Meridian Health, Center for Discovery and Innovation, Nutley, New Jersey, USA
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9
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Cox SR, Kadam A, Atre S, Gupte AN, Sohn H, Gupte N, Sawant T, Mhadeshwar V, Thompson R, Kendall E, Hoffmann C, Suryavanshi N, Kerrigan D, Tripathy S, Kakrani A, Barthwal MS, Mave V, Golub JE. Tuberculosis (TB) Aftermath: study protocol for a hybrid type I effectiveness-implementation non-inferiority randomized trial in India comparing two active case finding (ACF) strategies among individuals treated for TB and their household contacts. Trials 2022; 23:635. [PMID: 35932062 PMCID: PMC9354295 DOI: 10.1186/s13063-022-06503-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 07/01/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Approximately 7% of all reported tuberculosis (TB) cases each year are recurrent, occurring among people who have had TB in the recent or distant past. TB recurrence is particularly common in India, which has the largest TB burden worldwide. Although patients recently treated for TB are at high risk of developing TB again, evidence around effective active case finding (ACF) strategies in this population is scarce. We will conduct a hybrid type I effectiveness-implementation non-inferiority randomized trial to compare the effectiveness, cost-effectiveness, and feasibility of two ACF strategies among individuals who have completed TB treatment and their household contacts (HHCs). METHODS We will enroll 1076 adults (≥ 18 years) who have completed TB treatment at a public TB unit (TU) in Pune, India, along with their HHCs (averaging two per patient, n = 2152). Participants will undergo symptom-based ACF by existing healthcare workers (HCWs) at 6-month intervals and will be randomized to either home-based ACF (HACF) or telephonic ACF (TACF). Symptomatic participants will undergo microbiologic testing through the program. Asymptomatic HHCs will be referred for TB preventive treatment (TPT) per national guidelines. The primary outcome is rate per 100 person-years of people diagnosed with new or recurrent TB by study arm, within 12 months following treatment completion. The secondary outcome is proportion of HHCs < 6 years, by study arm, initiated on TPT after ruling out TB disease. Study staff will collect socio-demographic and clinical data to identify risk factors for TB recurrence and will measure post-TB lung impairment. In both arms, an 18-month "mop-up" visit will be conducted to ascertain outcomes. We will use the RE-AIM framework to characterize implementation processes and explore acceptability through in-depth interviews with index patients, HHCs and HCWs (n = 100). Cost-effectiveness will be assessed by calculating the incremental cost per TB case detected within 12 months and projected for disability-adjusted life years averted based on modeled estimates of morbidity, mortality, and time with infectious TB. DISCUSSION This novel trial will guide India's scale-up of post-treatment ACF and provide an evidence base for designing strategies to detect recurrent and new TB in other high burden settings. TRIAL REGISTRATION NCT04333485 , registered April 3, 2020. CTRI/2020/05/025059 [Clinical Trials Registry of India], registered May 6 2020.
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Affiliation(s)
- Samyra R Cox
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA.
| | - Abhay Kadam
- Johns Hopkins India, G-4 & G-5, PHOENIX Building, OPP. to Residency Club, Pune, Maharashtra, 411001, India
| | - Sachin Atre
- Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D.Y. Patil Vidyapeeth, Sant Tukaram Nagar, Pimpri Colony, Pimpri-Chinchwad, Maharashtra, 411018, India
| | - Akshay N Gupte
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
| | - Hojoon Sohn
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
- Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Nikhil Gupte
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
- Johns Hopkins India, G-4 & G-5, PHOENIX Building, OPP. to Residency Club, Pune, Maharashtra, 411001, India
| | - Trupti Sawant
- Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D.Y. Patil Vidyapeeth, Sant Tukaram Nagar, Pimpri Colony, Pimpri-Chinchwad, Maharashtra, 411018, India
| | - Vishal Mhadeshwar
- Johns Hopkins India, G-4 & G-5, PHOENIX Building, OPP. to Residency Club, Pune, Maharashtra, 411001, India
| | - Ryan Thompson
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
| | - Emily Kendall
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
| | - Christopher Hoffmann
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
| | - Nishi Suryavanshi
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
- Johns Hopkins India, G-4 & G-5, PHOENIX Building, OPP. to Residency Club, Pune, Maharashtra, 411001, India
| | - Deanna Kerrigan
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
- George Washington University, 2121 I St NW, Washington, D.C., 20052, USA
| | - Srikanth Tripathy
- Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D.Y. Patil Vidyapeeth, Sant Tukaram Nagar, Pimpri Colony, Pimpri-Chinchwad, Maharashtra, 411018, India
| | - Arjunlal Kakrani
- Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D.Y. Patil Vidyapeeth, Sant Tukaram Nagar, Pimpri Colony, Pimpri-Chinchwad, Maharashtra, 411018, India
| | - Madhusudan S Barthwal
- Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D.Y. Patil Vidyapeeth, Sant Tukaram Nagar, Pimpri Colony, Pimpri-Chinchwad, Maharashtra, 411018, India
| | - Vidya Mave
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
- Johns Hopkins India, G-4 & G-5, PHOENIX Building, OPP. to Residency Club, Pune, Maharashtra, 411001, India
| | - Jonathan E Golub
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA
- Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD, 21287, USA
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10
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Shivakumar SVBY, Padmapriyadarsini C, Chavan A, Paradkar M, Shrinivasa BM, Gupte A, Dhanasekaran K, Thomas B, Suryavanshi N, Dolla CK, Selvaraju S, Kinikar A, Gaikwad S, Kohli R, Sivaramakrishnan GN, Pradhan N, Hanna LE, Kulkarni V, DeLuca A, Cox SR, Murali L, Thiruvengadam K, Raskar S, Ramachandran G, Golub JE, Gupte N, Mave V, Swaminathan S, Gupta A, Bollinger RC. Concomitant pulmonary disease is common among patients with extrapulmonary TB. Int J Tuberc Lung Dis 2022; 26:341-347. [PMID: 35351239 PMCID: PMC8982647 DOI: 10.5588/ijtld.21.0501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND : Microbiologic screening of extrapulmonary TB (EPTB) patients could inform recommendations for aerosol precautions and close contact prophylaxis. However, this is currently not routinely recommended in India. Therefore, we estimated the proportion of Indian patients with EPTB with microbiologic evidence of pulmonary TB (PTB). METHODS : We characterized baseline clinical, radiological and sputum microbiologic data of 885 adult and pediatric TB patients in Chennai and Pune, India, between March 2014 and November 2018. RESULTS : Of 277 patients with EPTB, enhanced screening led to the identification of 124 (45%) with concomitant PTB, including 53 (19%) who reported a cough >2 weeks; 158 (63%) had an abnormal CXR and 51 (19%) had a positive sputum for TB. Of 70 participants with a normal CXR and without any cough, 14 (20%) had a positive sputum for TB. Overall, the incremental yield of enhanced screening of patients with EPTB to identify concomitant PTB disease was 14% (95% CI 12–16). CONCLUSIONS : A high proportion of patients classified as EPTB in India have concomitant PTB. Our results support the need for improved symptom and CXR screening, and recommends routine sputum TB microbiology screening of all Indian patients with EPTB.
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Affiliation(s)
| | - C Padmapriyadarsini
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - A Chavan
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - M Paradkar
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - B M Shrinivasa
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - A Gupte
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - K Dhanasekaran
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - B Thomas
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - N Suryavanshi
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - C K Dolla
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - S Selvaraju
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - A Kinikar
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - S Gaikwad
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - R Kohli
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - G N Sivaramakrishnan
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - N Pradhan
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - L E Hanna
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - V Kulkarni
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - A DeLuca
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - S R Cox
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - L Murali
- District Tuberculosis Office, Thiruvallur, India
| | - K Thiruvengadam
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - S Raskar
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - G Ramachandran
- Indian Council of Medical Research-National Institute for Research in Tuberculosis, Chennai, India
| | - J E Golub
- Johns Hopkins School of Medicine, Baltimore, MD, USA, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - N Gupte
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - V Mave
- Johns Hopkins India, Pune, India, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - A Gupta
- Johns Hopkins School of Medicine, Baltimore, MD, USA, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - R C Bollinger
- Johns Hopkins School of Medicine, Baltimore, MD, USA, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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11
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Tornheim JA, Paradkar M, Zhao H, Kulkarni V, Pradhan N, Kinikar A, Kagal A, Gupte N, Mave V, Gupta A, Karakousis PC. The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children. Front Immunol 2022; 12:774043. [PMID: 35095848 PMCID: PMC8790563 DOI: 10.3389/fimmu.2021.774043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/14/2021] [Indexed: 11/30/2022] Open
Abstract
Objectives Pediatric tuberculosis (TB) remains difficult to diagnose. The plasma kynurenine to tryptophan ratio (K/T ratio) is a potential biomarker for TB diagnosis and treatment response but has not been assessed in children. Methods We performed a targeted diagnostic accuracy analysis of four biomarkers: kynurenine abundance, tryptophan abundance, the K/T ratio, and IDO-1 gene expression. Data were obtained from transcriptome and metabolome profiling of children with confirmed tuberculosis and age- and sex-matched uninfected household contacts of pulmonary tuberculosis patients. Each biomarker was assessed as a baseline diagnostic and in response to successful TB treatment. Results Despite non-significant between-group differences in unbiased analysis, the K/T ratio achieved an area under the receiver operator characteristic curve (AUC) of 0.667 and 81.5% sensitivity for TB diagnosis. Kynurenine, tryptophan, and IDO-1 demonstrated diagnostic AUCs of 0.667, 0.602, and 0.463, respectively. None of these biomarkers demonstrated high AUCs for treatment response. The AUC of the K/T ratio was lower than biomarkers identified in unbiased analysis, but improved sensitivity over existing commercial assays for pediatric TB diagnosis. Conclusions Plasma kynurenine and the K/T ratio may be useful biomarkers for pediatric TB. Ongoing studies in geographically diverse populations will determine optimal use of these biomarkers worldwide.
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Affiliation(s)
- Jeffrey A Tornheim
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Center for Clinical Global Health Education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Henry Zhao
- Johns Hopkins University, Baltimore, MD, United States
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Aarti Kinikar
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Anju Kagal
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Nikhil Gupte
- Center for Clinical Global Health Education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Vidya Mave
- Center for Clinical Global Health Education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Amita Gupta
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Center for Clinical Global Health Education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Petros C Karakousis
- Center for Tuberculosis Research, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Center for Clinical Global Health Education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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12
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Shivakoti R, Newman JW, Hanna LE, Queiroz ATL, Borkowski K, Gupte AN, Paradkar M, Satyamurthi P, Kulkarni V, Selva M, Pradhan N, Shivakumar SVBY, Natarajan S, Karunaianantham R, Gupte N, Thiruvengadam K, Fiehn O, Bharadwaj R, Kagal A, Gaikwad S, Sangle S, Golub JE, Andrade BB, Mave V, Gupta A, Padmapriyadarsini C. Host lipidome and tuberculosis treatment failure. Eur Respir J 2022; 59:2004532. [PMID: 34375300 PMCID: PMC9625841 DOI: 10.1183/13993003.04532-2020] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 05/24/2021] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Host lipids play important roles in tuberculosis (TB) pathogenesis. Whether host lipids at TB treatment initiation (baseline) affect subsequent treatment outcomes has not been well characterised. We used unbiased lipidomics to study the prospective association of host lipids with TB treatment failure. METHODS A case-control study (n=192), nested within a prospective cohort study, was used to investigate the association of baseline plasma lipids with TB treatment failure among adults with pulmonary TB. Cases (n=46) were defined as TB treatment failure, while controls (n=146) were those without failure. Complex lipids and inflammatory lipid mediators were measured using liquid chromatography mass spectrometry techniques. Adjusted least-square regression was used to assess differences in groups. In addition, machine learning identified lipids with highest area under the curve (AUC) to classify cases and controls. RESULTS Baseline levels of 32 lipids differed between controls and those with treatment failure after false discovery rate adjustment. Treatment failure was associated with lower baseline levels of cholesteryl esters and oxylipin, and higher baseline levels of ceramides and triglycerides compared to controls. Two cholesteryl ester lipids combined in a unique classifier model provided an AUC of 0.79 (95% CI 0.65-0.93) in the test dataset for prediction of TB treatment failure. CONCLUSIONS We identified lipids, some with known roles in TB pathogenesis, associated with TB treatment failure. In addition, a lipid signature with prognostic accuracy for TB treatment failure was identified. These lipids could be potential targets for risk-stratification, adjunct therapy and treatment monitoring.
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Affiliation(s)
- Rupak Shivakoti
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Dept of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - John W Newman
- Obesity and Metabolism Research Unit, Western Human Nutrition Research Center, Agricultural Research Service, United States Department of Agriculture, Davis, CA, USA
- Dept of Nutrition, University of California, Davis, CA, USA
- West Coast Metabolomics Center, University of California, Davis, CA, USA
| | | | - Artur T L Queiroz
- Instituto Goncalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil
| | - Kamil Borkowski
- West Coast Metabolomics Center, University of California, Davis, CA, USA
| | - Akshay N Gupte
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mandar Paradkar
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | | | - Vandana Kulkarni
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Murugesh Selva
- National Institute for Research in Tuberculosis, Chennai, India
| | - Neeta Pradhan
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | | | | | | | - Nikhil Gupte
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | | | - Oliver Fiehn
- West Coast Metabolomics Center, University of California, Davis, CA, USA
| | - Renu Bharadwaj
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Anju Kagal
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Sanjay Gaikwad
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | | | - Jonathan E Golub
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bruno B Andrade
- Instituto Goncalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil
- Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
- Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil
- Curso de Medicina, Universidade Salvador (UNIFACS), Laureate International Universities, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, Brazil
| | - Vidya Mave
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Amita Gupta
- Dept of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Byramjee-Jeejeebhoy Medical College-Johns Hopkins University Clinical Research Site, Pune, India
- Equal contribution
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13
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Gupte AN, Kumar P, Araújo-Pereira M, Kulkarni V, Paradkar M, Pradhan N, Menon P, Chandrasekaran PD, Hanna LE, Yogendra Shivakumar SVB, Rockwood N, Du Bruyn E, Karyakarte R, Gaikwad S, Bollinger R, Golub J, Gupte N, Viswanathan V, Wilkinson RJ, Mave V, Babu S, Kornfeld H, Andrade BB, Gupta A. Baseline IL-6 is a biomarker for unfavorable tuberculosis treatment outcomes: a multi-site discovery and validation study. Eur Respir J 2021; 59:13993003.00905-2021. [PMID: 34711538 PMCID: PMC7612881 DOI: 10.1183/13993003.00905-2021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 08/18/2021] [Indexed: 11/24/2022]
Abstract
Background Biomarkers of unfavorable tuberculosis treatment outcomes are needed to accelerate new drug and regimen development. Whether plasma cytokine levels can predict unfavorable tuberculosis treatment outcomes is unclear. Methods We identified and internally validated the association between 20 a-priori selected plasma inflammatory markers and unfavorable treatment outcomes of failure, recurrence and all-cause mortality among adults with drug-sensitive pulmonary tuberculosis in India. We externally validated these findings in two independent cohorts of predominantly diabetic and HIV coinfected tuberculosis patients in India and South Africa, respectively. Results Pre-treatment IFN-γ, IL-13 and IL-6 were associated with treatment failure in the discovery analysis. Internal validation confirmed higher pre-treatment IL-6 concentrations among failure cases compared to controls. External validation among predominantly diabetic tuberculosis patients found an association between pre-treatment IL-6 concentrations and subsequent recurrence and death. Similarly, external validation among predominantly HIV coinfected tuberculosis patients found an association between pre-treatment IL-6 concentrations and subsequent treatment failure and death. In a pooled analysis of 363 tuberculosis cases from the Indian and South African validation cohorts, high pre-treatment IL-6 concentrations were associated with higher risk of failure (adjusted odds ratio [aOR]=2.16, 95%CI 1.08-4.33, p=0.02), recurrence (aOR=5.36, 95%CI 2.48-11.57, p<0.001) and death (aOR=4.62, 95%CI 1.95-10.95, p<0.001). Adding baseline IL-6 to a risk-prediction model comprising of low BMI, high smear grade and cavitation improved model performance by 15 percent (C-statistic of 0.66 versus 0.76, p=0.02). Conclusion Pre-treatment IL-6 is a biomarker for unfavorable tuberculosis treatment outcomes. Future studies should identify optimal IL-6 concentrations for point-of-care risk prediction.
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Affiliation(s)
- Akshay N Gupte
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA .,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Pavan Kumar
- National Institute for Research in Tuberculosis, Chennai, India
| | - Mariana Araújo-Pereira
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz (FIOCRUZ), Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil.,Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
| | - Vandana Kulkarni
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Mandar Paradkar
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Neeta Pradhan
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Pradeep Menon
- National Institute for Research in Tuberculosis, Chennai, India
| | | | | | | | - Neesha Rockwood
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka.,Department of Infectious Diseases, Imperial College London, United Kingdom
| | - Elsa Du Bruyn
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Infectious Diseases, University of Cape Town, Observatory, South Africa
| | - Rajesh Karyakarte
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Sanjay Gaikwad
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Robert Bollinger
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Jonathan Golub
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Tuberculosis Research, Johns Hopkins University, Baltimore, USA
| | - Nikhil Gupte
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | | | - Robert J Wilkinson
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Infectious Diseases, Imperial College London, United Kingdom.,Department of Infectious Diseases, University of Cape Town, Observatory, South Africa.,The Francis Crick Institute, London, UK
| | - Vidya Mave
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Subash Babu
- National Institutes of Health - National Institute for Research in Tuberculosis - International Center for Excellence in Research, Chennai, India
| | - Hardy Kornfeld
- Division of Pulmonary Medicine, University of Massachusetts Medical School, Worcester, USA
| | - Bruno B Andrade
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz (FIOCRUZ), Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil.,Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
| | - Amita Gupta
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
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14
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Tornheim JA, Madugundu AK, Paradkar M, Fukutani KF, Queiroz ATL, Gupte N, Gupte AN, Kinikar A, Kulkarni V, Balasubramanian U, Sreenivasamurthy S, Raja R, Pradhan N, Shivakumar SVBY, Valvi C, Hanna LE, Andrade BB, Mave V, Pandey A, Gupta A. Transcriptomic Profiles of Confirmed Pediatric Tuberculosis Patients and Household Contacts Identifies Active Tuberculosis, Infection, and Treatment Response Among Indian Children. J Infect Dis 2021; 221:1647-1658. [PMID: 31796955 DOI: 10.1093/infdis/jiz639] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 12/03/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Gene expression profiling is emerging as a tool for tuberculosis diagnosis and treatment response monitoring, but limited data specific to Indian children and incident tuberculosis infection (TBI) exist. METHODS Sixteen pediatric Indian tuberculosis cases were age- and sex-matched to 32 tuberculosis-exposed controls (13 developed incident TBI without subsequent active tuberculosis). Longitudinal samples were collected for ribonucleic acid sequencing. Differential expression analysis generated gene lists that identify tuberculosis diagnosis and tuberculosis treatment response. Data were compared with published gene lists. Population-specific risk score thresholds were calculated. RESULTS Seventy-one genes identified tuberculosis diagnosis and 25 treatment response. Within-group expression was partially explained by age, sex, and incident TBI. Transient changes in gene expression were identified after both infection and treatment. Application of 27 published gene lists to our data found variable performance for tuberculosis diagnosis (sensitivity 0.38-1.00, specificity 0.48-0.93) and treatment response (sensitivity 0.70-0.80, specificity 0.40-0.80). Our gene lists found similarly variable performance when applied to published datasets for diagnosis (sensitivity 0.56-0.85, specificity 0.50-0.85) and treatment response (sensitivity 0.49- 0.86, specificity 0.50-0.84). CONCLUSIONS Gene expression profiles among Indian children with confirmed tuberculosis were distinct from adult-derived gene lists, highlighting the importance of including distinct populations in differential gene expression models.
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Affiliation(s)
- Jeffrey A Tornheim
- Center for Clinical Global Health Education, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anil K Madugundu
- Institute of Bioinformatics, Bangalore, Karnataka, India.,Center for Molecular Medicine, National Institute of Mental Health and Neurosciences (NIMHANS), Bangalore, India.,Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.,Department of Laboratory Medicine and Pathology and Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Kiyoshi F Fukutani
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil.,Faculdade de Tecnologia e Ciências (FTC), Salvador, Brazil
| | - Artur T L Queiroz
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil
| | - Nikhil Gupte
- Center for Clinical Global Health Education, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Akshay N Gupte
- Center for Clinical Global Health Education, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Aarti Kinikar
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Usha Balasubramanian
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Sreelakshmi Sreenivasamurthy
- Institute of Bioinformatics, Bangalore, Karnataka, India.,Center for Molecular Medicine, National Institute of Mental Health and Neurosciences (NIMHANS), Bangalore, India.,McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Remya Raja
- Institute of Bioinformatics, Bangalore, Karnataka, India.,Center for Molecular Medicine, National Institute of Mental Health and Neurosciences (NIMHANS), Bangalore, India.,Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Chhaya Valvi
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | | | - Bruno B Andrade
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil.,Faculdade de Tecnologia e Ciências (FTC), Salvador, Brazil.,Universidade Salvador (UNIFACS), Laureate Universities, Salvador, Brazil.,Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, Brazil
| | - Vidya Mave
- Center for Clinical Global Health Education, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Akhilesh Pandey
- Institute of Bioinformatics, Bangalore, Karnataka, India.,Center for Molecular Medicine, National Institute of Mental Health and Neurosciences (NIMHANS), Bangalore, India.,Department of Laboratory Medicine and Pathology and Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA.,McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Amita Gupta
- Center for Clinical Global Health Education, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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15
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Gupte AN, Selvaraju S, Gaikwad S, Mave V, Kumar P, Babu S, Andrade BB, Checkley W, Bollinger R, Gupta A. Higher interleukin-6 levels and changes in transforming growth factor-β are associated with lung impairment in pulmonary tuberculosis. ERJ Open Res 2021; 7:00390-2020. [PMID: 33532468 PMCID: PMC7836581 DOI: 10.1183/23120541.00390-2020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/16/2020] [Indexed: 11/25/2022] Open
Abstract
Pulmonary tuberculosis (PTB) is associated with granuloma formation, necrosis and cavitation in lung tissue. Lung injury in PTB can persist despite microbiological cure and is associated with COPD independent of smoking exposure [1]. Furthermore, pulmonary sequelae of PTB are an under-recognised cause of respiratory disability and excess mortality [2]. Higher levels of IL-6 and slow-to-resolve TGF-β are associated with lung impairment in treated tuberculosis. These results have important implications for clinical trials of immunomodulatory therapies to prevent tuberculosis-associated lung disease.https://bit.ly/2FQEtsz
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Affiliation(s)
- Akshay N Gupte
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sriram Selvaraju
- Dept of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Sanjay Gaikwad
- Dept of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Vidya Mave
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Pavan Kumar
- National Institutes of Health - National Institute for Research in Tuberculosis - International Center for Excellence in Research, Chennai, India
| | - Subash Babu
- National Institutes of Health - National Institute for Research in Tuberculosis - International Center for Excellence in Research, Chennai, India
| | - Bruno B Andrade
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz (FIOCRUZ), Salvador, Brazil.,Multinational Organisation Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil.,Universidade Salvador (UNIFACS), Laureate Universities, Salvador, Brazil
| | - William Checkley
- Division of Pulmonary Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert Bollinger
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Amita Gupta
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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16
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Albors-Vaquer A, Rizvi A, Matzapetakis M, Lamosa P, Coelho AV, Patel AB, Mande SC, Gaddam S, Pineda-Lucena A, Banerjee S, Puchades-Carrasco L. Active and prospective latent tuberculosis are associated with different metabolomic profiles: clinical potential for the identification of rapid and non-invasive biomarkers. Emerg Microbes Infect 2020; 9:1131-1139. [PMID: 32486916 PMCID: PMC7448900 DOI: 10.1080/22221751.2020.1760734] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 04/19/2020] [Indexed: 12/22/2022]
Abstract
Although 23% of world population is infected with Mycobacterium tuberculosis (M. tb), only 5-10% manifest the disease. Individuals surely exposed to M. tb that remain asymptomatic are considered potential latent TB (LTB) cases. Such asymptomatic M. tb.-exposed individuals represent a reservoir for active TB cases. Although accurate discrimination and early treatment of patients with active TB and asymptomatic M. tb.-exposed individuals are necessary to control TB, identifying those individuals at risk of developing active TB still remains a tremendous clinical challenge. This study aimed to characterize the differences in the serum metabolic profile specifically associated to active TB infected individuals or to asymptomatic M. tb.-exposed population. Interestingly, significant changes in a specific set of metabolites were shared when comparing either asymptomatic house-hold contacts of active TB patients (HHC-TB) or active TB patients (A-TB) to clinically healthy controls (HC). Furthermore, this analysis revealed statistically significant lower serum levels of aminoacids such as alanine, lysine, glutamate and glutamine, and citrate and choline in patients with A-TB, when compared to HHC-TB. The predictive ability of these metabolic changes was also evaluated. Although further validation in independent cohorts and comparison with other pulmonary infectious diseases will be necessary to assess the clinical potential, this analysis enabled the discrimination between HHC-TB and A-TB patients with an AUC value of 0.904 (confidence interval 0.81-1.00, p-value < 0.0001). Overall, the strategy described in this work could provide a sensitive, specific, and minimally invasive method that could eventually be translated into a clinical tool for TB control.
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Affiliation(s)
- A. Albors-Vaquer
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - A. Rizvi
- Department of Biochemistry, School of Life Sciences, University of Hyderabad, Hyderabad, India
| | | | | | | | | | - S. C. Mande
- National Centre For Cell Science, Pune, India
- Council of Scientific and Industrial Research, New Delhi, India
| | - S. Gaddam
- Department of Immunology, Bhagwan Mahavir Medical Research Center, Hyderabad, India
- Department of Genetics, Osmania University, Hyderabad, India
| | - A. Pineda-Lucena
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Hospital Universitario y Politécnico La Fe, Valencia, Spain
- Molecular Therapeutics Program, Centro de Investigación Médica Aplicada, University of Navarra, Pamplona, Spain
| | - S. Banerjee
- Department of Biochemistry, School of Life Sciences, University of Hyderabad, Hyderabad, India
| | - L. Puchades-Carrasco
- Drug Discovery Unit, Instituto de Investigación Sanitaria La Fe, Hospital Universitario y Politécnico La Fe, Valencia, Spain
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17
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Integration of metabolomics and transcriptomics reveals novel biomarkers in the blood for tuberculosis diagnosis in children. Sci Rep 2020; 10:19527. [PMID: 33177551 PMCID: PMC7658223 DOI: 10.1038/s41598-020-75513-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 10/13/2020] [Indexed: 01/11/2023] Open
Abstract
Pediatric tuberculosis (TB) remains a major global health problem. Improved pediatric diagnostics using readily available biosources are urgently needed. We used liquid chromatography-mass spectrometry to analyze plasma metabolite profiles of Indian children with active TB (n = 16) and age- and sex-matched, Mycobacterium tuberculosis-exposed but uninfected household contacts (n = 32). Metabolomic data were integrated with whole blood transcriptomic data for each participant at diagnosis and throughout treatment for drug-susceptible TB. A decision tree algorithm identified 3 metabolites that correctly identified TB status at distinct times during treatment. N-acetylneuraminate achieved an area under the receiver operating characteristic curve (AUC) of 0.66 at diagnosis. Quinolinate achieved an AUC of 0.77 after 1 month of treatment, and pyridoxate achieved an AUC of 0.87 after successful treatment completion. A set of 4 metabolites (gamma-glutamylalanine, gamma-glutamylglycine, glutamine, and pyridoxate) identified treatment response with an AUC of 0.86. Pathway enrichment analyses of these metabolites and corresponding transcriptional data correlated N-acetylneuraminate with immunoregulatory interactions between lymphoid and non-lymphoid cells, and correlated pyridoxate with p53-regulated metabolic genes and mitochondrial translation. Our findings shed new light on metabolic dysregulation in children with TB and pave the way for new diagnostic and treatment response markers in pediatric TB.
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18
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Paradkar M, Padmapriyadarsini C, Jain D, Shivakumar SVBY, Thiruvengadam K, Gupte AN, Thomas B, Kinikar A, Sekar K, Bharadwaj R, Dolla CK, Gaikwad S, Elilarasi S, Lokhande R, Reddy D, Murali L, Kulkarni V, Pradhan N, Hanna LE, Pattabiraman S, Kohli R, S. R, Suryavanshi N, B. M. S, Cox SR, Selvaraju S, Gupte N, Mave V, Gupta A, Bollinger RC. Tuberculosis preventive treatment should be considered for all household contacts of pulmonary tuberculosis patients in India. PLoS One 2020; 15:e0236743. [PMID: 32726367 PMCID: PMC7390377 DOI: 10.1371/journal.pone.0236743] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 07/13/2020] [Indexed: 12/13/2022] Open
Abstract
The World Health Organization (WHO) recently changed its guidance for tuberculosis (TB) preventive treatment (TPT) recommending TPT for all pulmonary TB (PTB) exposed household contacts (HHC) to prevent incident TB disease (iTBD), regardless of TB infection (TBI) status. However, this recommendation was conditional as the strength of evidence was not strong. We assessed risk factors for iTBD in recently-exposed adult and pediatric Indian HHC, to determine which HHC subgroups might benefit most from TPT. We prospectively enrolled consenting HHC of adult PTB patients in Pune and Chennai, India. They underwent clinical, microbiologic and radiologic screening for TB disease (TBD) and TBI, at enrollment, 4–6, 12 and 24 months. TBI testing was performed by tuberculin skin test (TST) and Quantiferon®- Gold-in-Tube (QGIT) assay. HHC without baseline TBD were followed for development of iTBI and iTBD. Using mixed-effect Poisson regression, we assessed baseline characteristics including TBI status, and incident TBI (iTBI) using several TST and/or QGIT cut-offs, as potential risk factors for iTBD. Of 1051 HHC enrolled, 42 (4%) with baseline TBD and 12 (1%) with no baseline TBI test available, were excluded. Of the remaining 997 HHC, 707 (71%) had baseline TBI (TST ≥ 5 mm or QGIT ≥ 0.35 IU/ml). Overall, 20 HHC (2%) developed iTBD (12 cases/1000 person-years, 95%CI: 8–19). HIV infection (aIRR = 29.08, 95% CI: 2.38–355.77, p = 0.01) and undernutrition (aIRR = 6.16, 95% CI: 1.89–20.03, p = 0.003) were independently associated with iTBD. iTBD was not associated with age, diabetes mellitus, smoking, alcohol, and baseline TBI, or iTBI, regardless of TST (≥ 5 mm, ≥ 10 mm, ≥ 6 mm increase) or QGIT (≥ 0.35 IU/ml, ≥ 0.7 IU/ml) cut-offs. Given the high overall risk of iTBD among recently exposed HHCs, and the lack of association between TBI status and iTBD, our findings support the new WHO recommendation to offer TPT to all HHC of PTB patients residing in a high TB burden country such as India, and do not suggest any benefit of TBI testing at baseline or during follow-up to risk stratify recently-exposed HHC for TPT.
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Affiliation(s)
- Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
- * E-mail:
| | | | - Divyashri Jain
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | | | - Akshay N. Gupte
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Beena Thomas
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Aarti Kinikar
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Krithika Sekar
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Renu Bharadwaj
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | | | - Sanjay Gaikwad
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - S. Elilarasi
- Institute of Child Health and Hospital for Children, Chennai, Tamil Nadu, India
| | - Rahul Lokhande
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospital, Pune, Maharashtra, India
| | - Devarajulu Reddy
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Lakshmi Murali
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
| | | | | | - Rewa Kohli
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
| | - Rani S.
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Nishi Suryavanshi
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
| | - Shrinivasa B. M.
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Samyra R. Cox
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Sriram Selvaraju
- National Institute of Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Vidya Mave
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins University Center for Clinical Global Health Education, Pune, Maharashtra, India
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Amita Gupta
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Robert C. Bollinger
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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19
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Ramachandran G, Chandrasekaran P, Gaikwad S, Agibothu Kupparam HK, Thiruvengadam K, Gupte N, Paradkar M, Dhanasekaran K, Sivaramakrishnan GN, Kagal A, Thomas B, Pradhan N, Kadam D, Hanna LE, Balasubramanian U, Kulkarni V, Murali L, Golub J, Gupte A, Shivakumar SVBY, Swaminathan S, Dooley KE, Gupta A, Mave V. Subtherapeutic Rifampicin Concentration Is Associated With Unfavorable Tuberculosis Treatment Outcomes. Clin Infect Dis 2020; 70:1463-1470. [PMID: 31075166 PMCID: PMC7931830 DOI: 10.1093/cid/ciz380] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 05/09/2019] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND The relationships between first-line drug concentrations and clinically important outcomes among patients with tuberculosis (TB) remain poorly understood. METHODS We enrolled a prospective cohort of patients with new pulmonary TB receiving thrice-weekly treatment in India. The maximum plasma concentration of each drug was determined at months 1 and 5 using blood samples drawn 2 hours postdose. Subtherapeutic cutoffs were: rifampicin <8 µg/mL, isoniazid <3 µg/mL, and pyrazinamide <20 µg/mL. Factors associated with lower log-transformed drug concentrations, unfavorable outcomes (composite of treatment failure, all-cause mortality, and recurrence), and individual outcomes were examined using Poisson regression models. RESULTS Among 404 participants, rifampicin, isoniazid, and pyrazinamide concentrations were subtherapeutic in 85%, 29%, and 13%, respectively, at month 1 (with similar results for rifampicin and isoniazid at month 5). Rifampicin concentrations were lower with human immunodeficiency virus coinfection (median, 1.6 vs 4.6 µg/mL; P = .015). Unfavorable outcome was observed in 19%; a 1-μg/mL decrease in rifampicin concentration was independently associated with unfavorable outcome (adjusted incidence rate ratio [aIRR], 1.21 [95% confidence interval {CI}, 1.01-1.47]) and treatment failure (aIRR, 1.16 [95% CI, 1.05-1.28]). A 1-μg/mL decrease in pyrazinamide concentration was associated with recurrence (aIRR, 1.05 [95% CI, 1.01-1.11]). CONCLUSIONS Rifampicin concentrations were subtherapeutic in most Indian patients taking a thrice-weekly TB regimen, and low rifampicin and pyrazinamide concentrations were associated with poor outcomes. Higher or more frequent dosing is needed to improve TB treatment outcomes in India.
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Affiliation(s)
| | | | - Sanjay Gaikwad
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | | | | | - Nikhil Gupte
- Johns Hopkins School of Medicine, Baltimore, Maryland
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
| | | | | | - Anju Kagal
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Beena Thomas
- National Institute for Research in Tuberculosis, Chennai
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
| | - Dileep Kadam
- Byramjee Jeejeebhoy Government Medical College, Pune, India
| | | | - Usha Balasubramanian
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
| | | | - Jonathan Golub
- Johns Hopkins School of Medicine, Baltimore, Maryland
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Akshay Gupte
- Johns Hopkins School of Medicine, Baltimore, Maryland
| | | | | | | | - Amita Gupta
- Johns Hopkins School of Medicine, Baltimore, Maryland
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Vidya Mave
- Johns Hopkins School of Medicine, Baltimore, Maryland
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune
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20
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Saranathan R, Sathyamurthi P, Thiruvengadam K, Murugesan S, Shivakumar SVBY, Gomathi NS, Kavitha D, Paradkar M, Puvaneshwari R, Kannan M, Madheswaran A, Pradhan N, Kulkarni V, Gupte AN, Gupte N, Mave V, Bollinger RC, Gupta A, Padmapriyadarsini C, Hanna LE. MAL adaptor (TIRAP) S180L polymorphism and severity of disease among tuberculosis patients. INFECTION GENETICS AND EVOLUTION 2019; 77:104093. [PMID: 31678649 DOI: 10.1016/j.meegid.2019.104093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 10/15/2019] [Accepted: 10/23/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Though several genetic variants have been recognized to be associated with susceptibility to Tuberculosis (TB) infection and disease, a recent observation on the association of TIRAP C975T (S180L) variants with TB disease severity in mice model prompted us to assess their relevance in humans. In addition, TIRAP variants have also been reported to be associated with varied circulating Interferon-gamma induced protein (IP-10) levels. We investigated the association of TIRAP variants with severity of TB disease and IP-10 production in humans, which may be useful in predicting poor clinical outcome. METHODS Culture positive symptomatic adult pulmonary TB (PTB) patients enrolled between August 2014 and October 2017 were included in this investigation. Allelic discrimination PCR and conventional IP-10 quantification methods were employed for genotyping and IP-10 measurement followed by statistical investigations to analyse patients' variables. RESULTS Among 211 participants, C/C allele was identified in 70% (n = 147); 26% (n = 55) and 4% (n = 9) had C/T and T/T alleles respectively. There was no significant association between TIRAP variants and smear grade, chest-X-ray score, symptom severity score and circulating IP-10 levels. However, significant association was observed between i) circulating IP-10 levels and time to Mycobacterium Growth Indicator Tube (MGIT) culture conversion (p =0.032); ii) smear grade among active TB patients and circulating IP-10 levels (p =0 .032). CONCLUSIONS Although mice experiments showed promising results with more severe disease in C/C and T/T individuals, we did not observe any such association in humans.
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Affiliation(s)
- Rajagopalan Saranathan
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | | | - Kannan Thiruvengadam
- Department of Statistics, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Selvachithiram Murugesan
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | | | | | - Dhanasekaran Kavitha
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Rohini Puvaneshwari
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Muthuramalingam Kannan
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Annamalai Madheswaran
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India; Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Vidya Mave
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India; Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Robert C Bollinger
- Johns Hopkins School of Medicine, Baltimore, MD, USA; Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Amita Gupta
- Johns Hopkins School of Medicine, Baltimore, MD, USA; Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Luke Elizabeth Hanna
- Department of HIV/AIDS, National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India.
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21
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Dolla CK, Padmapriyadarsini C, Thiruvengadam K, Lokhande R, Kinikar A, Paradkar M, BM S, Murali L, Gupte A, Gaikwad S, Selvaraju S, Padmanaban Y, Pattabiraman S, Pradhan N, Kulkarni V, Shivakumar SVBY, Prithivi M, Kagal A, Karthavarayan BT, Suryavanshi N, Gupte N, Kumaran P, Mave V, Gupta A. Age-specific prevalence of TB infection among household contacts of pulmonary TB: Is it time for TB preventive therapy? Trans R Soc Trop Med Hyg 2019; 113:632-640. [PMID: 31225622 PMCID: PMC6792162 DOI: 10.1093/trstmh/trz049] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 04/18/2019] [Accepted: 06/05/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Household contacts (HHCs) of TB patients are at high risk of developing evidence of latent TB infection (LTBI) and active disease from the index patient. We estimated the age-specific prevalence of LTBI and the force of infection (FI), as a measure of recent transmission, among HHCs of active TB patients. METHODS A cross-sectional analysis of HHCs of pulmonary TB patients enrolled in a prospective study, 'CTRIUMPh', was conducted at two sites in India. LTBI was defined as either a positive tuberculin skin test (induration ≥5 mm) or QuantiFERON-Gold in tube test (value ≥0.35 IU/ml) and was stratified by age. FI, which is a measure of recent transmission of infection and calculated using changes in age-specific prevalence rates at specific ages, was calculated. Factors associated with LTBI were determined by logistic regression models. RESULTS Of 1020 HHCs of 441 adult pulmonary TB cases, there were 566 (55%) females and 289 (28%) children aged ≤15 y. While screening for the study 3% of HHC were diagnosed with active TB. LTBI prevalence among HHCs of pulmonary TB was 47% at <6 y, 53% between 6-14 y and 78% between 15-45 y. FI increased significantly with age, from 0.4 to 1.15 in the HHCs cohort (p=0.05). CONCLUSION This study observed an increased prevalence of LTBI and FI among older children and young adults recently exposed to infectious TB in the household. In addition to awareness of coughing etiquette and general hygiene, expanding access to TB preventive therapy to all HHCs, including older children, may be beneficial to achieve TB elimination by 2035.
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Affiliation(s)
- Chandra Kumar Dolla
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Chandrasekaran Padmapriyadarsini
- Department of Clinical Research, ICMR-National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Kannan Thiruvengadam
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Rahul Lokhande
- Pulmonary Medicine, Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Aarti Kinikar
- Paediatrics, Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Mandar Paradkar
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
| | - Shrinivas BM
- Department of Clinical Research, ICMR-National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | | | - Akshay Gupte
- Public Health, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sanjay Gaikwad
- Pulmonary Medicine, Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Sriram Selvaraju
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Yashoda Padmanaban
- Department of Clinical Research, ICMR-National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Sathyamurthy Pattabiraman
- Department of Clinical Research, ICMR-National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Neeta Pradhan
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
| | - Vandana Kulkarni
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
| | | | - Munivardhan Prithivi
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Anju Kagal
- Microbiology, Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Barath Thopili Karthavarayan
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Nishi Suryavanshi
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
- Public Health, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Nikhil Gupte
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
- Public Health, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Paul Kumaran
- Epidemiology, National Institute for Research in Tuberculosis, 1, Mayor Sathyamoorthy Road, Chetpet, Chennai, Tamil Nadu, India
| | - Vidya Mave
- Clinical Trial Unit, Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research site, Pune, Maharashtra, India
- Public Health, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Amita Gupta
- Public Health, Johns Hopkins School of Medicine, Baltimore, MD, USA
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22
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Thomas BE, Thiruvengadam K, S. R, Kadam D, Ovung S, Sivakumar S, Bala Yogendra Shivakumar SV, Paradkar M, Gupte N, Suryavanshi N, Dolla CK, Gupte AN, Kohli R, Pradhan N, Sivaramakrishnan GN, Gaikwad S, Kagal A, Dhanasekaran K, Deluca A, Golub JE, Mave V, Chandrasekaran P, Gupta A. Smoking, alcohol use disorder and tuberculosis treatment outcomes: A dual co-morbidity burden that cannot be ignored. PLoS One 2019; 14:e0220507. [PMID: 31365583 PMCID: PMC6668833 DOI: 10.1371/journal.pone.0220507] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 07/17/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND More than 20% of tuberculosis (TB) disease worldwide may be attributable to smoking and alcohol abuse. India is the second largest consumer of tobacco products, a major consumer of alcohol particularly among males, and has the highest burden of TB globally. The impact of increasing tobacco dose, relevance of alcohol misuse and past versus current or never smoking status on TB treatment outcomes remain inadequately defined. METHODS We conducted a multi-centric prospective cohort study of newly diagnosed adult pulmonary TB patients initiated on TB treatment and followed for a minimum of 6 months to assess the impact of smoking status with or without alcohol abuse on treatment outcomes. Smokers were defined as never smokers, past smokers or current smokers. Alcohol Use Disorder Identification Test (AUDIT) scores were used to assess alcohol misuse. The association between smoking status and treatment outcomes was assessed in univariate and multivariate random effects poisson regression models. RESULTS Of 455 enrolled, 129 (28%) had a history of smoking with 94 (20%) current smokers and 35 (8%) past smokers. Unfavourable treatment outcomes were significantly higher among past and current smokers as compared to never smokers. Specifically, the risk of treatment failure was significantly higher among past smokers (aIRR = 2.66, 95% CI: 1.41-4.90, p = 0.002), recurrent TB among current smokers (aIRR = 2.94, 95% CI: 1.30-6.67, p = 0.010) and death among both past (2.63, 95% CI: 1.11-6.24, p = 0.028) and current (aIRR = 2.59, 95% CI: 1.29-5.18, p = 0.007) smokers. Furthermore, the combined effect of alcohol misuse and smoking on unfavorable treatment outcomes was significantly higher among past smokers (aIRR: 4.67, 95% CI: 2.17-10.02, p<0.001) and current smokers (aIRR: 3.58, 95% CI: 1.89-6.76, p<0.001). CONCLUSION Past and current smoking along with alcohol misuse have combined effects on increasing the risk of unfavourable TB treatment outcomes. Innovative interventions that can readily address both co-morbidities are urgently needed.
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Affiliation(s)
| | - Kannan Thiruvengadam
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | - Rani S.
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | - Dileep Kadam
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Senthanro Ovung
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | - Shrutha Sivakumar
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | | | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Nishi Suryavanshi
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - C. K. Dolla
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | - Akshay N. Gupte
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Rewa Kohli
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Sanjay Gaikwad
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Anju Kagal
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Kavitha Dhanasekaran
- National Institute for Research in Tuberculosis, ICMR, Chennai, Tamil Nadu, India
| | - Andrea Deluca
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Jonathan E. Golub
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Vidya Mave
- Byramjee Jeejeebhoy Government Medical College–Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | | | - Amita Gupta
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
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23
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Mave V, Chandrasekaran P, Chavan A, Shivakumar SVBY, Danasekaran K, Paradkar M, Thiruvengadam K, Kinikar A, Murali L, Gaikwad S, Hanna LE, Kulkarni V, Pattabiraman S, Suryavanshi N, Thomas B, Kohli R, Sivaramakrishnan GN, Pradhan N, Bhanu B, Kagal A, Golub J, Gandhi N, Gupte A, Gupte N, Swaminathan S, Gupta A. Infection free "resisters" among household contacts of adult pulmonary tuberculosis. PLoS One 2019; 14:e0218034. [PMID: 31318864 PMCID: PMC6638997 DOI: 10.1371/journal.pone.0218034] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 05/23/2019] [Indexed: 02/01/2023] Open
Abstract
Despite substantial exposure to infectious pulmonary tuberculosis (TB) cases, some household contacts (HHC) never acquire latent TB infection (LTBI). Characterizing these “resisters” can inform who to study immunologically for the development of TB vaccines. We enrolled HHCs of culture-confirmed adult pulmonary TB in India who underwent LTBI testing using tuberculin skin test (TST) and QuantiFERON TB Gold Test-in-tube (QFT-GIT) at baseline and, if negative by both (<5mm TST and <0.35IU/mL QFT-GIT), underwent follow-up testing at 4–6 and/or 12 months. We defined persons with persistently negative LTBI tests at both baseline and followup as pLTBI- and resisters as those who had a high exposure to TB using a published score and remained pLTBI-. We calculated the proportion of resisters overall and resisters with complete absence of response to LTBI tests (0mm TST and/or QFT-GIT <0.01 IU/ml). Using random effects Poisson regression, we assessed factors associated with pLTBI-. Of 799 HHCs in 355 households, 67 (8%) were pLTBI- at 12 months; 52 (6.5%) pLTBI- in 39 households were resisters. Complete absence of response to LTBI tests was found in 27 (53%) resisters. No epidemiological characteristics were associated with the pLTBI- phenotype. LTBI free resisters among HHC exist but are uncommon and are without distinguishing epidemiologic characteristics. Assessing the genetic and immunologic features of such resister individuals is likely to elucidate mechanisms of protective immunity to TB.
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Affiliation(s)
- Vidya Mave
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
| | | | - Amol Chavan
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | | | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Aarti Kinikar
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Lakshmi Murali
- District Tuberculosis Officer, State Tuberculosis Office, Thiruvallur, Tamil Nadu, India
| | - Sanjay Gaikwad
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | | | - Vandana Kulkarni
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Nishi Suryavanshi
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Beena Thomas
- National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Rewa Kohli
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | | | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
| | - Brindha Bhanu
- National Institute for Research in Tuberculosis, Chennai, Tamil Nadu, India
| | - Anju Kagal
- Byramjee Jeejeebhoy Government Medical College, Pune, Maharashtra, India
| | - Jonathan Golub
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Neel Gandhi
- Emory University, Atlanta, Georgia, United States of America
| | - Akshay Gupte
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Nikhil Gupte
- Byramjee Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, Maharashtra, India
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | | | - Amita Gupta
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
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24
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Gupte AN, Paradkar M, Selvaraju S, Thiruvengadam K, Shivakumar SVBY, Sekar K, Marinaik S, Momin A, Gaikwad A, Natrajan P, Prithivi M, Shivaramakrishnan G, Pradhan N, Kohli R, Raskar S, Jain D, Velu R, Karthavarayan B, Lokhande R, Suryavanshi N, Gupte N, Murali L, Salvi S, Checkley W, Golub J, Bollinger R, Mave V, Padmapriyadarasini C, Gupta A. Assessment of lung function in successfully treated tuberculosis reveals high burden of ventilatory defects and COPD. PLoS One 2019; 14:e0217289. [PMID: 31120971 PMCID: PMC6532904 DOI: 10.1371/journal.pone.0217289] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 05/08/2019] [Indexed: 12/17/2022] Open
Abstract
Background Burden, phenotype and risk-factors of lung function defects in successfully treated tuberculosis cases are unclear. Methods We performed spirometry with bronchodilators in new drug-sensitive adult (≥18 years) pulmonary tuberculosis cases during the 12 months following successful treatment in India. Airflow obstruction was defined as pre-bronchodilator FEV1/FVC<5th percentile of Global Lung Initiative mixed-ethnicity reference (lower limit of normal [LLN]). Chronic obstructive pulmonary disease (COPD) was defined as post-bronchodilator FEV1/FVC<LLN among participants with obstruction. Restrictive spirometry pattern was defined as FVC<LLN among participants without obstruction. Multivariable logistic and linear regression was used to identify risk-factors for obstruction, restriction and low lung function despite successful treatment. Results Of the 172 participants included in the analysis, 82 (48%) were female, 22 (13%) had diabetes and 34 (20%) ever-smoked with a median (IQR) exposure of 3.5 (0.2–9.9) pack-years. Median (IQR) age and body-mass index (BMI) at enrollment was 32 (23–39) years and 18.1 (16.0–20.5) kg/m2 respectively. Airflow obstruction was detected in 42 (24%) participants; of whom 9 (21%) responded to short-acting bronchodilators and 25 (56%) had COPD; and was associated with duration of illness prior to treatment (aOR = 1.32 per 30-days, 95%CI 1.04–1.68, p = 0.02). A restrictive spirometry pattern was detected in 89 (52%) participants and was associated with female sex (aOR = 3.73, 95%CI 1.51–9.17, p = 0.004) and diabetes (aOR = 4.06, 95%CI 1.14–14.42, p = 0.03). Higher HbA1c at treatment initiation was associated with greater odds of a restrictive spirometry pattern (aOR = 1.29 per unit higher HbA1c, 95%CI 1.04 to 1.60, p = 0.02). Conclusion We found a high burden of lung function defects and COPD in tuberculosis cases who successfully completed treatment. Screening for chronic lung diseases following treatment and linkage to respiratory health clinics should be included in the routine management plan of all tuberculosis cases in India, regardless of conventional COPD risk-factors such as older age and smoking.
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Affiliation(s)
- Akshay N. Gupte
- Johns Hopkins University School of Medicine, Baltimore, United States of America
- * E-mail:
| | - Mandar Paradkar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | | | | | | | - Krithikaa Sekar
- National Institute for Research in Tuberculosis, Chennai, India
| | | | - Ayesha Momin
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Archana Gaikwad
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | | | | | | | - Neeta Pradhan
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Rewa Kohli
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Swapnil Raskar
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Divyashri Jain
- Byramjee Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India
| | - Rani Velu
- National Institute for Research in Tuberculosis, Chennai, India
| | | | - Rahul Lokhande
- Byramjee Jeejeebhoy Government Medical College and Sassoon General Hospitals, Pune, India
| | - Nishi Suryavanshi
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Nikhil Gupte
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Lakshmi Murali
- National Institute for Research in Tuberculosis, Chennai, India
| | | | - William Checkley
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Jonathan Golub
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Robert Bollinger
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Vidya Mave
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| | | | - Amita Gupta
- Johns Hopkins University School of Medicine, Baltimore, United States of America
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25
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Chandrasekaran P, Mave V, Thiruvengadam K, Gupte N, Shivakumar SVBY, Hanna LE, Kulkarni V, Kadam D, Dhanasekaran K, Paradkar M, Thomas B, Kohli R, Dolla C, Bharadwaj R, Sivaramakrishnan GN, Pradhan N, Gupte A, Murali L, Valvi C, Swaminathan S, Gupta A. Tuberculin skin test and QuantiFERON-Gold In Tube assay for diagnosis of latent TB infection among household contacts of pulmonary TB patients in high TB burden setting. PLoS One 2018; 13:e0199360. [PMID: 30067752 PMCID: PMC6070176 DOI: 10.1371/journal.pone.0199360] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 06/06/2018] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND World Health Organization (WHO) recommends systematic screening of high-risk populations, including household contacts (HHCs) of adult pulmonary tuberculosis (TB) patients, as a key strategy for elimination of TB. QuantiFERON-TB Gold In-Tube (QFT-GIT) assay and tuberculin skin test (TST) are two commonly used tools for the detection of latent tuberculosis infection (LTBI) but may yield differential results, affecting eligibility for TB preventive therapy. MATERIALS AND METHODS A prospective cohort study of adult pulmonary TB patients and their HHCs were recruited in 2 cities of India, Pune and Chennai. HHCs underwent QFT-GIT (QIAGEN) and TST (PPD SPAN 2TU/5TU). A positive QFT-GIT was defined as value ≥0.35 IU/ml and a positive TST as an induration of ≥5 mm. A secondary outcome of TST induration ≥10mm was explored. Proportion positive by either or both assays, discordant positives and negatives were calculated; test concordance was assessed using percentage agreement and kappa statistics; and risk factors for concordance and discordance including age categories were assessed using logistic regression. Sensitivity and specificity was estimated by latent class model. RESULTS Of 1048 HHCs enrolled, 869 [median (IQR) age: 27 years (15-40)] had both TST and QFT-GIT results available and prevalence of LTBI by QFT-GIT was 54% [95% CI (51, 57)], by TST was 55% [95% CI (52, 58)], by either test was 74% [95% CI (71, 77) and by both tests was 35% [95% CI (31, 38)]. Discordance of TST+/QFT-GIT- was 21% while TST-/QFT-GIT+ was 26%. Poor to fair agreement occurred with TST 5mm or 10mm cutoff (60 and 61% agreement with kappa value of 0.20 and 0.25 respectively). Test agreement varied by age, TST strength and induration cut-off. In multivariate analysis, span PPD was a risk factor for QFT-GIT+ and TST- while absence of BCG scar was for TST+ and QFT-GIT-. Being employed and exposure to TB case outside the household case were associated with positivity by both the tests. Sensitivity of TST and QFT-GIT to diagnose LTBI was 77% and 69%. Probability of having LTBI was >90% when both tests were positive irrespective of exposure gradient. CONCLUSION Prevalence of LTBI among HHCs of adult pulmonary TB patients in India is very high and varies by test type, age, and exposure gradient. In our high TB burden setting, a strategy to treat all HHCs or a targeted strategy whereby an exposure index is used should be assessed in future preventive therapy and vaccine studies as HHCs have several factors that place them at high risk for progression to TB disease.
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Affiliation(s)
| | - Vidya Mave
- Johns Hopkins University School of Medicine, Baltimore, United States of America
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | - Kannan Thiruvengadam
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Nikhil Gupte
- Johns Hopkins University School of Medicine, Baltimore, United States of America
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | | | - Luke Elizabeth Hanna
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Vandana Kulkarni
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | - Dileep Kadam
- Department of Medicine, Byramjee Jeejeebhoy Government Medical College, Pune, India
| | - Kavitha Dhanasekaran
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Mandar Paradkar
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | - Beena Thomas
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Rewa Kohli
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | - Chandrakumar Dolla
- Department of Clinical Research, National Institute for Research in Tuberculosis, Chennai, India
| | - Renu Bharadwaj
- Department of Medicine, Byramjee Jeejeebhoy Government Medical College, Pune, India
| | | | - Neeta Pradhan
- Byramjee- Jeejeebhoy Government Medical College- Johns Hopkins University Clinical Research Site, Pune, India
| | - Akshay Gupte
- Johns Hopkins Bloomberg School of Public Health, Baltimore, United States of America
| | - Lakshmi Murali
- Department of Chest Medicine, Government Headquarters Hospital, Thiruvallur, India
| | - Chhaya Valvi
- Department of Medicine, Byramjee Jeejeebhoy Government Medical College, Pune, India
| | | | - Amita Gupta
- Johns Hopkins University School of Medicine, Baltimore, United States of America
- Johns Hopkins Bloomberg School of Public Health, Baltimore, United States of America
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26
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Devi KR, Mukherjee K, Chelleng PK, Kalita S, Das U, Narain K. Association of VDR gene polymorphisms and 22 bp deletions in the promoter region of TLR2Δ22 (-196-174) with increased risk of pulmonary tuberculosis: A case-control study in tea garden communities of Assam. J Clin Lab Anal 2018; 32:e22562. [PMID: 29727015 DOI: 10.1002/jcla.22562] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 04/09/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND A high number of pulmonary tuberculosis (PTB) cases have been reported from tea garden communities of Assam. Till date, no molecular epidemiological study was performed to investigate the association of candidate gene(s) with the risk PTB in this region. The present case-control study was aimed to investigate the association of vitamin D receptor (VDR) gene polymorphisms and 22 bp deletion in the promoter region of toll-like receptor 2 (TLR2) gene with the risk of PTB in tea garden communities of Assam. METHODS Genotyping of VDR polymorphisms and TLR2Δ22 (-196-174) gene was carried out for 169 PTB cases and 227 apparently healthy community controls using blood samples by PCR-RFLP followed by DNA sequencing. For association study, both univariate and multivariate logistic regression analyses were performed. RESULTS This study has shown that BsmI and FokI polymorphisms of VDR gene significantly associated with an increased risk of PTB (AOR = 3.58, 95% CI = 1.64-7.80, P < .01 for B/b genotype of BsmI and AOR = 2.44, 95% CI = 1.40-4.24, P < .01 for F/f genotype of FokI polymorphism). No significant association of TaqI and ApaI polymorphism of VDR gene was found with the risk of PTB. Moreover, this study has revealed that person carrying deletion allele in their TLR2Δ22 (-196-174) gene is significantly associated with an increased risk of PTB having b/b or F/f genotypes in BsmI or FokI polymorphisms of VDR gene. CONCLUSION This study has revealed that BsmI and FokI polymorphisms of VDR gene significantly associated with an increased risk of PTB.
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Affiliation(s)
| | | | | | - Simanta Kalita
- ICMR-Regional Medical Research Centre, Dibrugarh, Assam, India
| | - Upasana Das
- ICMR-Regional Medical Research Centre, Dibrugarh, Assam, India
| | - Kanwar Narain
- ICMR-Regional Medical Research Centre, Dibrugarh, Assam, India
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27
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DeLuca A, Dhumal G, Paradkar M, Suryavanshi N, Mave V, Kohli R, Shivakumar SVBY, Hulyolkar V, Gaikwad A, Nangude A, Pardeshi G, Kadam D, Gupta A. Addressing knowledge gaps and prevention for tuberculosis-infected Indian adults: a vital part of elimination. BMC Infect Dis 2018; 18:202. [PMID: 29720095 PMCID: PMC5932769 DOI: 10.1186/s12879-018-3116-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 04/25/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND India plans to eliminate tuberculosis (TB) by 2025, and has identified screening and prevention as key activities. Household contacts (HHCs) of index TB cases are a high-risk population that would benefit from rapid implementation of these strategies. However, best practices for TB prevention and knowledge gaps among HHCs have not been studied. We evaluated TB knowledge and understanding of prevention among tuberculin skin-test (TST) positive HHCs. While extensive information is available in other high-burden settings regarding TB knowledge gaps, identifying how Indian adult contacts view their transmission risk and prevention options may inform novel screening algorithms and education efforts that will be part of the new elimination plan. METHODS We approached adult HHC to administer a questionnaire on TB knowledge and understanding of infection. Over 1 year, 100 HHC were enrolled at a tertiary hospital in Pune, India. RESULTS The study population was 61% (n = 61) female, with a mean age of 36.6 years (range 18-67, SD = 12). Education levels were high, with 78 (78%) having at least a high school education, and 23 (24%) had at least some college education. Four (4%) of our participants were HIV-infected. General TB knowledge among HHC was low, with a majority of participants believing that you can get TB from sharing dishes (70%) or touching something that has been coughed on (52%). Understanding of infection was also low, with 42% believing that being skin-test positive means you have disease. To assess readiness for preventive therapy, we asked participants whether they are at a higher risk of progressing to active disease because of their LTBI status. Fifty-four (55%) felt that they are at higher risk. Only 8% had heard of preventive therapy. CONCLUSION Our TB knowledge survey among HHCs with evidence of recent exposure found that knowledge is poor and families are confused about transmission in the household. It is imperative that the Indian program develop tools and incentives that can be used to educate TB cases and their families on what infected HHCs can do to prevent disease, including preventive therapy.
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Affiliation(s)
- Andrea DeLuca
- Johns Hopkins Bloomberg School of Public Health, International Health, Baltimore, MD, USA. .,Center for Tuberculosis Research, Johns Hopkins University, CRB-2, 1550 Orleans Street, Baltimore, MD, 21287, USA.
| | - Gauri Dhumal
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India
| | - Mandar Paradkar
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India
| | - Nishi Suryavanshi
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India
| | - Vidya Mave
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India.,Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rewa Kohli
- Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India
| | | | | | | | | | - Geeta Pardeshi
- Department of Community Medicine, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India
| | - Dileep Kadam
- Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Amita Gupta
- Johns Hopkins Bloomberg School of Public Health, International Health, Baltimore, MD, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Trials Unit, Pune, India.,Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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