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McGowan RA, Brown HS, Lopez-Alvarenga JC, Restrepo BI. Picking the low-hanging fruit: the cost-effectiveness of opportunistic diabetes screening during tuberculosis contact investigations on the Texas-Mexico border. BMJ PUBLIC HEALTH 2024; 2:e001189. [PMID: 40018550 PMCID: PMC11816964 DOI: 10.1136/bmjph-2024-001189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 10/08/2024] [Indexed: 03/01/2025]
Abstract
Objective There is a known association between type 2 diabetes (diabetes) and tuberculosis (TB), and TB clinics have become hubs for new diabetes diagnosis among active patients with TB. However, despite the potential to identify diabetes patients, resources limit diabetes screening opportunities to close TB contacts. We assessed the cost-effectiveness of adding opportunistic screening for diabetes during the routine TB contact investigations conducted at TB clinics. Research design and methods We used a Markov-based model to simulate the costs of diabetes screening, management and health outcomes, including the incidence of complications and death. All costs were considered from a health system perspective. One-way sensitivity analyses were conducted to assess the robustness of the results to various assumptions. Interventions that fall below US$50 000 per quality-adjusted life years (QALYs) are commonly considered very cost-effective, while those between $50 000 and $100 000 are considered moderately cost-effective. Results Simulation of diabetes screening among TB contacts resulted in not only increased survival and reduced complications but also increased costs of diabetes management. The resulting incremental cost-effectiveness ratio was $32 642 per QALY added, which is well within commonly used willingness-to-pay thresholds for cost-effectiveness. Compared with no screening, screening increased the costs by $8633 and resulted in an increase in QALYs by 0.26 per patient. Conclusions In the base case analysis, screening was very cost-effective given that none of the sensitivity analyses resulted in a cost-effectiveness ratio above $50 000 per QALY. Our results indicate that the expansion of diabetes screening in TB clinics is a cost-effective strategy to improve health outcomes.
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Affiliation(s)
- Robert A McGowan
- The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
- Health Systems, Management, and Policy, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, Colorado, USA
| | - Henry Shelton Brown
- Health Economics, The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
| | | | - Blanca I Restrepo
- Epidemiology, The University of Texas Health Science Center at Houston School of Public Health—Brownsville Campus, Brownsville, Texas, USA
- South Texas Diabetes and Obesity Institute, The University of Texas Rio Grande Valley, Edinburg, Texas, USA
- Population Health and iCARE, Texas Biomedical Research Institute, San Antonio, Texas, USA
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Kleynhans L, Kunsevi-Kilola C, Tshivhula H, Webber T, Keyser A, Prins N, Snyders CI, Shabangu A, Rozot V, Kidd M, Zhang H, Cai H, Wang Y, Ewing AD, Malherbe ST, Azad AK, Arnett E, Restrepo BI, Schlesinger LS, Ronacher K. HUMAN ALVEOLAR MACROPHAGE FUNCTION IS IMPAIRED IN TUBERCULOSIS CONTACTS WITH DIABETES. RESEARCH SQUARE 2024:rs.3.rs-5489046. [PMID: 39649174 PMCID: PMC11623777 DOI: 10.21203/rs.3.rs-5489046/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2024]
Abstract
Type 2 diabetes (T2D) increases susceptibility to tuberculosis (TB) with the underlying mechanisms remaining unknown. To determine whether immune dysfunction in the lung contributes to TB susceptibility, we obtained paired human alveolar macrophages (HAMs) and monocyte-derived macrophages (MDMs) from TB-exposed individuals with/without T2D. Upon infection with Mycobacterium tuberculosis (M.tb), T2D-HAMs had more M.tb growth and produced more TNF. There were fewer neutrophils in the bronchoalveolar lavage of T2D patients which was inversely correlated with M.tb growth. Both T2D-HAMs and MDMs expressed less CD32, with T2D patients having fewer M1-like MDMs. T2D-MDMs produced less IL-1RA and CSF2. Overall M.tb-induced gene expression was delayed in T2D-HAMs, but genes involved in negative regulation of neutrophil migration were upregulated. T2D-HAM DNA was hypermethylated compared to control HAMs, however genes linked to TNF signalling were hypomethylated. We show here the first in-depth analysis of T2D-HAMs providing an explanation for more severe TB in T2D patients.
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Affiliation(s)
- Léanie Kleynhans
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute – The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Carine Kunsevi-Kilola
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Happy Tshivhula
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Tariq Webber
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Alana Keyser
- Vaccines for Africa, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Nicole Prins
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Candice I Snyders
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Ayanda Shabangu
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Virginie Rozot
- South African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine, and Division of Immunology, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - Martin Kidd
- Centre for Statistical Consultation, Stellenbosch University, Stellenbosch, South Africa
| | - Hao Zhang
- Department of Molecular Microbiology and Immunology, South Texas Center for Emerging Infectious Diseases, University of Texas at San Antonio, San Antonio, TX, USA
| | - Hong Cai
- Department of Molecular Microbiology and Immunology, South Texas Center for Emerging Infectious Diseases, University of Texas at San Antonio, San Antonio, TX, USA
| | - Yufeng Wang
- Department of Molecular Microbiology and Immunology, South Texas Center for Emerging Infectious Diseases, University of Texas at San Antonio, San Antonio, TX, USA
| | - Adam D Ewing
- Mater Research Institute – The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia
| | - Stephanus T Malherbe
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Abul K Azad
- Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | - Blanca I Restrepo
- Texas Biomedical Research Institute, San Antonio, TX, USA
- Department of Epidemiology, School of Public Health-Brownsville Campus, University of Texas Health Science Center at Houston, Brownsville, TX, USA
- South Texas Diabetes and Obesity Institute, School of Medicine, University of Texas Rio Grande Valley, Edinburg, TX, USA
| | | | - Katharina Ronacher
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute – The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
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3
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Hamada Y, Quartagno M, Malik F, Ntshamane K, Tisler A, Gaikwad S, Acuna-Villaorduna C, PK B, Alisjahbana B, Ronacher K, Apriani L, Becerra M, Chu AL, Creswell J, Diaz G, Ferro BE, Galea JT, Grandjean L, Grewal HM, Gupta A, Jones-López EC, Kleynhans L, Lecca L, MacPherson P, Murray M, Marín D, Restrepo BI, Shivakumar SVBY, Shu E, Sivakumaran D, Vo LNQ, Webb EL, Copas A, Abubakar I, Rangaka MX. Prevalence of non-communicable diseases among household contacts of people with tuberculosis: A systematic review and individual participant data meta-analysis. Trop Med Int Health 2024; 29:768-780. [PMID: 39073229 PMCID: PMC11368628 DOI: 10.1111/tmi.14038] [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] [Indexed: 07/30/2024]
Abstract
OBJECTIVE To investigate the prevalence of non-communicable diseases among household contacts of people with tuberculosis. METHODS We conducted a systematic review and individual participant data meta-analysis. We searched Medline, Embase and the Global Index Medicus from inception to 16 May 2023. We included studies that assessed for at least one non-communicable disease among household contacts of people with clinical tuberculosis. We estimated the non-communicable disease prevalence through mixed effects logistic regression for studies providing individual participant data, and compared it with estimates from aggregated data meta-analyses. Furthermore, we compared age and sex-standardised non-communicable disease prevalence with national-level estimates standardised for age and sex. RESULTS We identified 39 eligible studies, of which 14 provided individual participant data (29,194 contacts). Of the remaining 25 studies, 18 studies reported aggregated data suitable for aggregated data meta-analysis. In individual participant data analysis, the pooled prevalence of diabetes in studies that undertook biochemical testing was 8.8% (95% confidence interval [CI], 5.1%-14.9%, four studies). Age-and sex-standardised prevalence was higher in two studies (10.4% vs. 6.9% and 11.5% vs. 8.4%) than the corresponding national estimates and similar in two studies. Prevalence of diabetes mellitus based on self-report or medical records was 3.4% (95% CI 2.6%-4.6%, 14 studies). Prevalence did not significantly differ compared to estimates from aggregated data meta-analysis. There were limited data for other non-communicable diseases. CONCLUSION The prevalence of diabetes mellitus among household contacts was high while that of known diabetes was substantially lower, suggesting the underdiagnosis. tuberculosis household contact investigation offers opportunities to deliver multifaceted interventions to identify tuberculosis infection and disease, screen for non-communicable diseases and address shared risk factors.
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Affiliation(s)
- Yohhei Hamada
- Institute for Global Health, University College London, London, United Kingdom
| | - Matteo Quartagno
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, United Kingdom
| | - Farihah Malik
- UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | | | - Anna Tisler
- Institute for Global Health, University College London, London, United Kingdom
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Sanjay Gaikwad
- BJ Government Medical College and Sassoon General Hospitals, Pune, India
| | | | - Bhavani PK
- ICMR-National Institute for Research in Tuberculosis, Chennai, India
| | - Bachti Alisjahbana
- Research Center for Care and Control of Infectious Diseases (RC3ID), Universitas Padjadjaran, Bandung, Indonesia
- Department of Internal Medicine, Faculty of Medicine, Universitas Padjadjaran/Hasan Sadikin Hospital, Bandung Indonesia
| | - Katharina Ronacher
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Molecular Biology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Australia
| | - Lika Apriani
- Research Center for Care and Control of Infectious Diseases (RC3ID), Universitas Padjadjaran, Bandung, Indonesia
- Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Mercedes Becerra
- Socios En Salud, Lima, Peru
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Alexander L. Chu
- Department of Medical Education, Dell Medical School at the University of Texas at Austin, Austin, TX, USA
| | - Jacob Creswell
- Stop TB Partnership, Innovations and Grants, Geneva, Switzerland
| | - Gustavo Diaz
- Centro Internacional de Entrenamiento e Investigaciones Médicas-CIDEIM, Cali, Valle del Cauca, Colombia
- Universidad Icesi, Cali, Valle del Cauca, Colombia
| | - Beatriz E. Ferro
- Departamento de Ciencias Básicas Médicas, Facultad de Ciencias de la Salud, Universidad Icesi, Cali, Colombia
| | - Jerome T. Galea
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
- School of Social Work, University of South Florida, Tampa, FL, US
| | - Louis Grandjean
- UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Harleen M.S. Grewal
- Department of Clinical Science, Bergen Integrated Diagnostic Stewardship Cluster, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Amita Gupta
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Edward C. Jones-López
- Division of Infectious Diseases, Department of Medicine, Keck School of Medicine of USC, University of Southern California, CA, USA
| | - Léanie Kleynhans
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SA MRC Centre for TB Research, Division of Molecular Biology and Human Genetics, Department of Molecular Biology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
| | - Leonid Lecca
- Socios En Salud, Lima, Peru
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Peter MacPherson
- School of Health & Wellbeing, University of Glasgow, UK
- Clinical Research Department, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Megan Murray
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Diana Marín
- Facultad de Medicina, Universidad Pontificia Bolivariana, Medellín, Colombia
| | - Blanca I. Restrepo
- University of Texas Health Houston, School of Public Health, Brownsville, Texas, USA
- South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Edinburg, Texas, USA
- Texas Biomedical Research Institute, San Antonio, Texas, USA
| | | | - Eileen Shu
- Columbia University, College of Physicians and Surgeons, New York, NY, USA
| | - Dhanasekaran Sivakumaran
- Department of Clinical Science, Bergen Integrated Diagnostic Stewardship Cluster, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Luan Nguyen Quang Vo
- Friends for International TB Relief, Ha Noi, Viet Nam
- WHO Collaborating Centre for Social Medicine and Tuberculosis, Department of Global Public Health Sciences, Karolinska Institute, Stockholm, Sweden
| | - Emily L. Webb
- MRC International Statistics and Epidemiology Group, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Andrew Copas
- Institute for Global Health, University College London, London, United Kingdom
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, United Kingdom
| | - Ibrahim Abubakar
- Institute for Global Health, University College London, London, United Kingdom
| | - Molebogeng X Rangaka
- Institute for Global Health, University College London, London, United Kingdom
- Division of Epidemiology and Biostatistics & CIDRI-AFRICA, University of Cape Town, South Africa
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Calderwood CJ, Marambire ET, Larsson L, Banze D, Mfinanga A, Nhamuave C, Appalarowthu T, Mugava M, Ribeiro J, Towo PE, Madziva K, Dixon J, Held K, Minja LT, Mutsvangwa J, Khosa C, Heinrich N, Fielding K, Kranzer K. HIV, malnutrition, and noncommunicable disease epidemics among tuberculosis-affected households in east and southern Africa: A cross-sectional analysis of the ERASE-TB cohort. PLoS Med 2024; 21:e1004452. [PMID: 39283906 PMCID: PMC11441706 DOI: 10.1371/journal.pmed.1004452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 09/30/2024] [Accepted: 07/29/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND As a result of shared social and structural risk factors, people in households affected by tuberculosis may have an increased risk of chronic conditions; at the same time, tuberculosis screening may be an opportunity for interventions. We sought to describe the prevalence of HIV, nutritional disorders, and noncommunicable diseases (NCDs) among members of tuberculosis-affected households in 3 African countries. METHODS AND FINDINGS A part of a multicountry cohort study, we screened for tuberculosis, HIV, nutritional disorders (underweight, anaemia, overweight/obesity), and NCDs (diabetes, hypertension, and chronic lung disease) among members of tuberculosis-affected households aged ≥10 years in Mozambique, Tanzania, and Zimbabwe. We describe the prevalence of these conditions, their co-occurence within individuals (multimorbidity) and household-level clustering. Of 2,109 household contacts recruited, 93% (n = 1,958, from 786 households) had complete data and were included in the analysis. Sixty-two percent were female, median age was 27 years, and 0.7% (n = 14) were diagnosed with co-prevalent tuberculosis. Six percent of household members (n = 120) had previous tuberculosis, 15% (n = 294) were living with HIV, 10% (n = 194) had chronic lung disease, and 18% (n = 347) were anaemic. Nine percent of adults (n = 127) had diabetes by HbA1c criteria, 32% (n = 439) had hypertension. By body mass index criteria, 18% household members (n = 341) were underweight while 29% (n = 549) were overweight or obese. Almost half the household members (n = 658) had at least 1 modifiable tuberculosis risk factor. Sixty-one percent of adults (n = 822) had at least 1 chronic condition, 1 in 4 had multimorbidity. While most people with HIV knew their status and were on treatment, people with NCDs were usually undiagnosed and untreated. Limitations of this study include use of point-of-care HbA1c for definition of diabetes and definition of hypertension based on single-day measurements. CONCLUSIONS Households affected by tuberculosis also face multiple other health challenges. Integrated approaches to tuberculosis screening may represent an opportunity for identification and treatment, including prioritisation of individuals at highest risk for tuberculosis to receive preventive therapy.
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Affiliation(s)
- Claire Jacqueline Calderwood
- Clinical Research Department, London School of Hygiene & Tropical Medicine, London, United Kingdom
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Edson Tawanda Marambire
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
- CIHLMU Center for International Health, University Hospital, LMU Munich, Munich, Germany
| | - Leyla Larsson
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
- Division of Infectious Diseases and Tropical Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Denise Banze
- CIHLMU Center for International Health, University Hospital, LMU Munich, Munich, Germany
- Instituto Nacional de Saúde (INS), Marracuene, Mozambique
| | - Alfred Mfinanga
- CIHLMU Center for International Health, University Hospital, LMU Munich, Munich, Germany
- National Institute for Medical Research-Mbeya Medical Research Centre, Mbeya, Tanzania
| | | | - Tejawsi Appalarowthu
- Division of Infectious Diseases and Tropical Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Mishelle Mugava
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Jorge Ribeiro
- Instituto Nacional de Saúde (INS), Marracuene, Mozambique
| | - Peter Edwin Towo
- National Institute for Medical Research-Mbeya Medical Research Centre, Mbeya, Tanzania
| | - Karlos Madziva
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Justin Dixon
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Kathrin Held
- Division of Infectious Diseases and Tropical Medicine, University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Immunology, Infection and Pandemic Research, Munich, Germany
| | - Lilian Tina Minja
- National Institute for Medical Research-Mbeya Medical Research Centre, Mbeya, Tanzania
| | | | - Celso Khosa
- Instituto Nacional de Saúde (INS), Marracuene, Mozambique
| | - Norbert Heinrich
- Division of Infectious Diseases and Tropical Medicine, University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Immunology, Infection and Pandemic Research, Munich, Germany
| | - Katherine Fielding
- TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Katharina Kranzer
- Clinical Research Department, London School of Hygiene & Tropical Medicine, London, United Kingdom
- The Health Research Unit Zimbabwe, Biomedical Research and Training Institute, Harare, Zimbabwe
- Division of Infectious Diseases and Tropical Medicine, University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
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Theron IJ, Mason S, van Reenen M, Stander Z, Kleynhans L, Ronacher K, Loots DT. Characterizing poorly controlled type 2 diabetes using 1H-NMR metabolomics. Metabolomics 2024; 20:54. [PMID: 38734832 PMCID: PMC11088559 DOI: 10.1007/s11306-024-02127-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024]
Abstract
INTRODUCTION The prevalence of type 2 diabetes has surged to epidemic proportions and despite treatment administration/adherence, some individuals experience poorly controlled diabetes. While existing literature explores metabolic changes in type 2 diabetes, understanding metabolic derangement in poorly controlled cases remains limited. OBJECTIVE This investigation aimed to characterize the urine metabolome of poorly controlled type 2 diabetes in a South African cohort. METHOD Using an untargeted proton nuclear magnetic resonance metabolomics approach, urine samples from 15 poorly controlled type 2 diabetes patients and 25 healthy controls were analyzed and statistically compared to identify differentiating metabolites. RESULTS The poorly controlled type 2 diabetes patients were characterized by elevated concentrations of various metabolites associated with changes to the macro-fuel pathways (including carbohydrate metabolism, ketogenesis, proteolysis, and the tricarboxylic acid cycle), autophagy and/or apoptosis, an uncontrolled diet, and kidney and liver damage. CONCLUSION These results indicate that inhibited cellular glucose uptake in poorly controlled type 2 diabetes significantly affects energy-producing pathways, leading to apoptosis and/or autophagy, ultimately contributing to kidney and mild liver damage. The study also suggests poor dietary compliance as a cause of the patient's uncontrolled glycemic state. Collectively these findings offer a first-time comprehensive overview of urine metabolic changes in poorly controlled type 2 diabetes and its association with secondary diseases, offering potential insights for more targeted treatment strategies to prevent disease progression, treatment efficacy, and diet/treatment compliance.
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Affiliation(s)
- Isabella J Theron
- Human Metabolomics, Department of Biochemistry, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom, South Africa
| | - Shayne Mason
- Human Metabolomics, Department of Biochemistry, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom, South Africa
| | - Mari van Reenen
- Human Metabolomics, Department of Biochemistry, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom, South Africa
| | - Zinandré Stander
- Human Metabolomics, Department of Biochemistry, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom, South Africa
| | - Léanie Kleynhans
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, Australia
| | - Katharina Ronacher
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Australia
| | - Du Toit Loots
- Human Metabolomics, Department of Biochemistry, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom, South Africa.
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Hamada Y, Lugendo A, Ntshiqa T, Kubeka G, Lalashowi JM, Mwastaula S, Ntshamane K, Sabi I, Wilson S, Copas A, Velen K, Ntinginya NE, Minja LT, Abubakar I, Charalambous S, Rangaka MX. A pilot cross-sectional study of non-communicable diseases in TB household contacts. IJTLD OPEN 2024; 1:154-159. [PMID: 38988408 PMCID: PMC11231826 DOI: 10.5588/ijtldopen.23.0579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 02/26/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND Data on the prevalence of non-communicable diseases (NCDs) in TB household contacts (HHCs) are limited, yet important to inform integrated screening and care for NCD within contact investigations. It is also unclear if screening these contacts reveals more people with NCDs than individuals in the same neighbourhood. METHOD We conducted a pilot cross-sectional study in South Africa and Tanzania, enrolling adult HHCs of TB and individuals in neighbourhood households (controls). We inquired about known NCD and systematically measured blood pressure, and tested for spot blood glucose and haemoglobin A1c. RESULTS We enrolled 203 adult contacts of 111 persons with TB and 160 controls. Among contacts, respectively 12.2% (95% CI 8.3-17.6) and 39.7% (95% CI 33.1-46.7) had diabetes and hypertension, compared to 14.1% (95% CI 9.2-21.0) and 44.7% (95% CI 36.9-52.7) among controls. More than half of NCDs were newly identified. We did not find a significant difference in the prevalence of at least one NCD between the two groups (OR 0.85, 95% CI 0.50-1.45, adjusted for age and sex). CONCLUSIONS We found a high prevalence of undiagnosed NCDs among contacts, suggesting a potential benefit of integrating NCD screening and care within contact investigations. Screening in the same community might similarly find undiagnosed NCDs.
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Affiliation(s)
- Y Hamada
- Institute for Global Health, University College London, London, UK
| | - A Lugendo
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - T Ntshiqa
- Implementation Research Division, The Aurum Institute, Johannesburg
| | - G Kubeka
- Implementation Research Division, The Aurum Institute, Johannesburg
| | - J M Lalashowi
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - S Mwastaula
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - K Ntshamane
- Implementation Research Division, The Aurum Institute, Johannesburg
| | - I Sabi
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - S Wilson
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - A Copas
- Institute for Global Health, University College London, London, UK
| | - K Velen
- Implementation Research Division, The Aurum Institute, Johannesburg
| | - N E Ntinginya
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - L T Minja
- Mbeya Medical Research Centre, National Institute for Medical Research, Mbeya, United Republic of Tanzania
| | - I Abubakar
- Institute for Global Health, University College London, London, UK
| | - S Charalambous
- Implementation Research Division, The Aurum Institute, Johannesburg
- School of Public Health, University of the Witwatersrand, Johannesburg
| | - M X Rangaka
- Institute for Global Health, University College London, London, UK
- School of Public Health, and Clinical Infectious Disease Research Institute-Africa, University of Cape Town, Cape Town, South Africa
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Hamada Y, Quartagno M, Law I, Malik F, Bonsu FA, Adetifa IMO, Adusi-Poku Y, D’Alessandro U, Bashorun AO, Begum V, Lolong DB, Boldoo T, Dlamini T, Donkor S, Dwihardiani B, Egwaga S, Farid MN, Garfin AMCG, Gaviola DMG, Husain MM, Ismail F, Kaggwa M, Kamara DV, Kasozi S, Kaswaswa K, Kirenga B, Klinkenberg E, Kondo Z, Lawanson A, Macheque D, Manhiça I, Maama-Maime LB, Mfinanga S, Moyo S, Mpunga J, Mthiyane T, Mustikawati DE, Mvusi L, Nguyen HB, Nguyen HV, Pangaribuan L, Patrobas P, Rahman M, Rahman M, Rahman MS, Raleting T, Riono P, Ruswa N, Rutebemberwa E, Rwabinumi MF, Senkoro M, Sharif AR, Sikhondze W, Sismanidis C, Sovd T, Stavia T, Sultana S, Suriani O, Thomas AM, Tobing K, Van der Walt M, Walusimbi S, Zaman MM, Floyd K, Copas A, Abubakar I, Rangaka MX. Tobacco smoking clusters in households affected by tuberculosis in an individual participant data meta-analysis of national tuberculosis prevalence surveys: Time for household-wide interventions? PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002596. [PMID: 38422092 PMCID: PMC10903843 DOI: 10.1371/journal.pgph.0002596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 01/24/2024] [Indexed: 03/02/2024]
Abstract
Tuberculosis (TB) and non-communicable diseases (NCD) share predisposing risk factors. TB-associated NCD might cluster within households affected with TB requiring shared prevention and care strategies. We conducted an individual participant data meta-analysis of national TB prevalence surveys to determine whether NCD cluster in members of households with TB. We identified eligible surveys that reported at least one NCD or NCD risk factor through the archive maintained by the World Health Organization and searching in Medline and Embase from 1 January 2000 to 10 August 2021, which was updated on 23 March 2023. We compared the prevalence of NCD and their risk factors between people who do not have TB living in households with at least one person with TB (members of households with TB), and members of households without TB. We included 16 surveys (n = 740,815) from Asia and Africa. In a multivariable model adjusted for age and gender, the odds of smoking was higher among members of households with TB (adjusted odds ratio (aOR) 1.23; 95% CI: 1.11-1.38), compared with members of households without TB. The analysis did not find a significant difference in the prevalence of alcohol drinking, diabetes, hypertension, or BMI between members of households with and without TB. Studies evaluating household-wide interventions for smoking to reduce its dual impact on TB and NCD may be warranted. Systematically screening for NCD using objective diagnostic methods is needed to understand the actual burden of NCD and inform comprehensive interventions.
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Affiliation(s)
- Yohhei Hamada
- Institute for Global Health, University College London, London, United Kingdom
| | - Matteo Quartagno
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, United Kingdom
| | - Irwin Law
- Global Tuberculosis Programme, World Health Organization, Geneva, Switzerland
| | - Farihah Malik
- UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Frank Adae Bonsu
- National Tuberculosis Programme, Ghana Health Service, Accra, Ghana
| | - Ifedayo M. O. Adetifa
- Disease Control and Elimination Theme, Medical Research Council Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
- Department of Infectious Diseases Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Yaw Adusi-Poku
- National Tuberculosis Programme, Ghana Health Service, Accra, Ghana
| | - Umberto D’Alessandro
- Disease Control and Elimination Theme, Medical Research Council Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Adedapo Olufemi Bashorun
- Disease Control and Elimination Theme, Medical Research Council Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Vikarunnessa Begum
- World Health Organization, Country Office for Bangladesh, Dhaka, Bangladesh
| | | | - Tsolmon Boldoo
- Tuberculosis Surveillance and Research Department, National Center for Communicable Disease, Ulaanbaatar, Mongolia
| | - Themba Dlamini
- Eswatini National Tuberculosis Program, Ministry of Health, Mbabane, Eswatini
| | - Simon Donkor
- Disease Control and Elimination Theme, Medical Research Council Unit The Gambia at London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Bintari Dwihardiani
- Center for Tropical Medicine, Faculty of Medicine, Public Health and Nursing, Gadjah Mada University, Yogyakarta, Indonesia
| | - Saidi Egwaga
- Tuberculosis and Leprosy Programme, Ministry of Health and Social Welfare, Dodoma, United Republic of Tanzania
| | | | | | | | | | - Farzana Ismail
- Centre for Tuberculosis: National Institute for Communicable Diseases, a Division of the National Health Laboratory Services, Johannesburg, South Africa
- Department of Medical Microbiology, University of Pretoria, Pretoria, South Africa
| | - Mugagga Kaggwa
- World Health Organization, Country Office for Uganda, Kampala, Uganda
| | - Deus V. Kamara
- Tuberculosis and Leprosy Programme, Ministry of Health and Social Welfare, Dodoma, United Republic of Tanzania
| | - Samuel Kasozi
- National Tuberculosis Control Programme, Ministry of Health, Kampala, Uganda
| | - Kruger Kaswaswa
- National Tuberculosis Programme, Ministry of Health, Lilongwe, Malawi
| | | | - Eveline Klinkenberg
- Department of Global Health, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Zuweina Kondo
- Tuberculosis and Leprosy Programme, Ministry of Health and Social Welfare, Dodoma, United Republic of Tanzania
| | - Adebola Lawanson
- National Tuberculosis and Leprosy Control Programme, Federal Ministry of Health, Abuja, Nigeria
| | - David Macheque
- National Tuberculosis Program, Ministry of Health, Maputo, Mozambique
| | - Ivan Manhiça
- National Tuberculosis Program, Ministry of Health, Maputo, Mozambique
| | | | - Sayoki Mfinanga
- Institute for Global Health, University College London, London, United Kingdom
- National Institute for Medical Research, Muhimbili Medical Research Centre, Dar es Salaam, United Republic of Tanzania
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- Department of Epidemiology, Alliance for Africa Health and Research, Dar es Salaam, United Republic of Tanzania
| | - Sizulu Moyo
- Human and Social Capabilities Division, Human Sciences Research Council, Pretoria, South Africa
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - James Mpunga
- National Tuberculosis Programme, Ministry of Health, Lilongwe, Malawi
| | - Thuli Mthiyane
- South African Medical Research Council, Cape Town, South Africa
| | | | - Lindiwe Mvusi
- National Department of Health, Pretoria, South Africa
| | | | | | | | - Philip Patrobas
- World Health Organization, Country Office for Nigeria, Abuja, Nigeria
| | - Mahmudur Rahman
- Institute of Epidemiology, Disease Control and Research (IEDCR), Dhaka, Bangladesh
| | - Mahbubur Rahman
- Institute of Epidemiology, Disease Control and Research (IEDCR), Dhaka, Bangladesh
| | | | - Thato Raleting
- National TB and Leprosy Programme, Ministry of Health, Maseru, Lesotho
| | - Pandu Riono
- Department of Biostatistics and Population, Faculty of Public Health, University of Indonesia, Depok, Indonesia
| | - Nunurai Ruswa
- National TB and Leprosy Programme, Ministry of Health and Social Services, Windhoek, Namibia
| | - Elizeus Rutebemberwa
- Department of Health Policy, Planning and Management, Makerere University School of Public Health, Kampala, Uganda
| | | | - Mbazi Senkoro
- National Institute for Medical Research, Muhimbili Medical Research Centre, Dar es Salaam, United Republic of Tanzania
| | - Ahmad Raihan Sharif
- Institute of Epidemiology, Disease Control and Research (IEDCR), Dhaka, Bangladesh
| | - Welile Sikhondze
- Eswatini National Tuberculosis Program, Ministry of Health, Mbabane, Eswatini
| | | | - Tugsdelger Sovd
- Department of Monitoring and Evaluation and Internal Audit, Ministry of Health, Ulaanbaatar, Mongolia
| | - Turyahabwe Stavia
- National Tuberculosis Control Programme, Ministry of Health, Kampala, Uganda
| | - Sabera Sultana
- World Health Organization, Country Office for Bangladesh, Dhaka, Bangladesh
| | | | - Albertina Martha Thomas
- National TB and Leprosy Programme, Ministry of Health and Social Services, Windhoek, Namibia
| | | | | | | | | | - Katherine Floyd
- Global Tuberculosis Programme, World Health Organization, Geneva, Switzerland
| | - Andrew Copas
- Institute for Global Health, University College London, London, United Kingdom
| | - Ibrahim Abubakar
- Institute for Global Health, University College London, London, United Kingdom
| | - Molebogeng X. Rangaka
- Institute for Global Health, University College London, London, United Kingdom
- Division of Epidemiology and Biostatistics & CIDRI-AFRICA, University of Cape Town, Cape Town, South Africa
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Restrepo BI, Scordo JM, Aguillón-Durán GP, Ayala D, Quirino-Cerrillo AP, Loera-Salazar R, Cruz-González A, Caso JA, Joya-Ayala M, García-Oropesa EM, Salinas AB, Martinez L, Schlesinger LS, Torrelles JB, Turner J. Differential Role of Type 2 Diabetes as a Risk Factor for Tuberculosis in the Elderly versus Younger Adults. Pathogens 2022; 11:1551. [PMID: 36558885 PMCID: PMC9784720 DOI: 10.3390/pathogens11121551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 11/28/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
The elderly are understudied despite their high risk of tuberculosis (TB). We sought to identify factors underlying the lack of an association between TB and type 2 diabetes (T2D) in the elderly, but not adults. We conducted a case-control study in elderly (≥65 years old; ELD) vs. younger adults (young/middle-aged adults (18-44/45-64 years old; YA|MAA) stratified by TB and T2D, using a research study population (n = 1160) and TB surveillance data (n = 8783). In the research study population the adjusted odds ratio (AOR) of TB in T2D was highest in young adults (AOR 6.48) but waned with age becoming non-significant in the elderly. Findings were validated using TB surveillance data. T2D in the elderly (vs. T2D in younger individuals) was characterized by better glucose control (e.g., lower hyperglycemia or HbA1c), lower insulin resistance, more sulphonylureas use, and features of less inflammation (e.g., lower obesity, neutrophils, platelets, anti-inflammatory use). We posit that differences underlying glucose dysregulation and inflammation in elderly vs. younger adults with T2D, contribute to their differential association with TB. Studies in the elderly provide valuable insights into TB-T2D pathogenesis, e.g., here we identified insulin resistance as a novel candidate mechanism by which T2D may increase active TB risk.
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Affiliation(s)
- Blanca I. Restrepo
- School of Public Health and UTHealth Consortium on Aging, University of Texas Health Science Center at Houston, Brownsville Campus, Brownsville, TX 78520, USA
- School of Medicine, South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Edinburg, TX 78541, USA
- Host Pathogen Interactions and Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Julia M. Scordo
- Host Pathogen Interactions and Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
- Barshop Institute, The University of Texas Health Science Center of San Antonio, San Antonio, TX 78229, USA
| | | | - Doris Ayala
- School of Public Health and UTHealth Consortium on Aging, University of Texas Health Science Center at Houston, Brownsville Campus, Brownsville, TX 78520, USA
| | - Ana Paulina Quirino-Cerrillo
- School of Public Health and UTHealth Consortium on Aging, University of Texas Health Science Center at Houston, Brownsville Campus, Brownsville, TX 78520, USA
| | - Raúl Loera-Salazar
- Secretaría de Salud de Tamaulipas, Reynosa 88630, Matamoros 87370 and Ciudad Victoria 87000, Mexico
| | - America Cruz-González
- Secretaría de Salud de Tamaulipas, Reynosa 88630, Matamoros 87370 and Ciudad Victoria 87000, Mexico
| | - Jose A. Caso
- Biology Department, University of Texas Rio Grande Valley, Edinburg, TX 78541, USA
| | - Mateo Joya-Ayala
- School of Public Health and UTHealth Consortium on Aging, University of Texas Health Science Center at Houston, Brownsville Campus, Brownsville, TX 78520, USA
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Edinburg, TX 78541, USA
| | - Esperanza M. García-Oropesa
- Unidad Académica Multidisciplinaria Reynosa-Aztlán, Universidad Autónoma de Tamaulipas Reynosa-Aztlán, Reynosa 88779, Mexico
| | - Alejandra B. Salinas
- School of Public Health and UTHealth Consortium on Aging, University of Texas Health Science Center at Houston, Brownsville Campus, Brownsville, TX 78520, USA
| | - Leonardo Martinez
- Department of Epidemiology, School of Public Health, Boston University, Boston, MA 02118, USA
| | - Larry S. Schlesinger
- Host Pathogen Interactions and Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Jordi B. Torrelles
- Host Pathogen Interactions and Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Joanne Turner
- Host Pathogen Interactions and Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
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9
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Ngo MD, Bartlett S, Ronacher K. Diabetes-Associated Susceptibility to Tuberculosis: Contribution of Hyperglycemia vs. Dyslipidemia. Microorganisms 2021; 9:2282. [PMID: 34835407 PMCID: PMC8620310 DOI: 10.3390/microorganisms9112282] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 12/25/2022] Open
Abstract
Diabetes is a major risk factor for tuberculosis (TB). Diabetes increases the risk of the progression from latent tuberculosis infection (LTBI) to active pulmonary TB and TB patients with diabetes are at greater risk of more severe disease and adverse TB treatment outcomes compared to TB patients without co-morbidities. Diabetes is a complex disease, characterised not only by hyperglycemia but also by various forms of dyslipidemia. However, the relative contribution of these underlying metabolic factors to increased susceptibility to TB are poorly understood. This review summarises our current knowledge on the epidemiology and clinical manifestation of TB and diabetes comorbidity. We subsequently dissect the relative contributions of body mass index, hyperglycemia, elevated cholesterol and triglycerides on TB disease severity and treatment outcomes. Lastly, we discuss the impact of selected glucose and cholesterol-lowering treatments frequently used in the management of diabetes on TB treatment outcomes.
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Affiliation(s)
- Minh Dao Ngo
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, QLD 4102, Australia; (M.D.N.); (S.B.)
| | - Stacey Bartlett
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, QLD 4102, Australia; (M.D.N.); (S.B.)
| | - Katharina Ronacher
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, QLD 4102, Australia; (M.D.N.); (S.B.)
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD 4072, Australia
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10
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Scordo JM, Aguillón-Durán GP, Ayala D, Quirino-Cerrillo AP, Rodríguez-Reyna E, Mora-Guzmán F, Caso JA, Ledezma-Campos E, Schlesinger LS, Torrelles JB, Turner J, Restrepo BI. A prospective cross-sectional study of tuberculosis in elderly Hispanics reveals that BCG vaccination at birth is protective whereas diabetes is not a risk factor. PLoS One 2021; 16:e0255194. [PMID: 34324578 PMCID: PMC8321126 DOI: 10.1371/journal.pone.0255194] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 07/10/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Aging increases the risk of tuberculosis (TB) and its adverse outcomes, but most studies are based on secondary analyses, and few are in Hispanics. Diabetes is a risk factor for TB in adults, but its contribution in the elderly is unknown. We aimed to identify the role of diabetes and other risk factors for TB in elderly Hispanics. METHODS Cross-sectional study among newly-diagnosed TB patients, recent contacts (ReC), or community controls (CoC) totaling 646 participants, including 183 elderly (>60 years; 43 TB, 80 ReC, 60 CoC) and 463 adults (18 to 50 years; 80 TB, 301 ReC and 82 CoC). Host characteristics associated with TB and latent Mycobacterium tuberculosis infection (LTBI) were identified in the elderly by univariable and confirmed by multivariable logistic regression. RESULTS LTBI was more prevalent among the elderly CoC (55% vs. 23.2% in adults; p<0.001), but not in ReC (elderly 71.3% vs. adult 63.8%); p = 0.213). Risk factors for TB in the elderly included male sex (adj-OR 4.33, 95% CI 1.76, 10.65), smoking (adj-OR 2.55, 95% CI 1.01, 6.45) and low BMI (adj-OR 12.34, 95% CI 4.44, 34.33). Unexpectedly, type 2 diabetes was not associated with TB despite its high prevalence (adj-OR 0.38, 95% CI 0.06, 2.38), and BCG vaccination at birth was protective (adj-OR 0.16, 95% CI 0.06, 0.45). CONCLUSIONS We report novel distinctions in TB risk factors in the elderly vs. adults, notably in diabetes and BCG vaccination at birth. Further studies are warranted to address disparities in this vulnerable, understudied population.
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Affiliation(s)
- Julia M. Scordo
- Host Pathogen Interactions and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, United States of America
- The University of Texas Health Science Center of San Antonio, San Antonio, TX, United States of America
| | | | - Doris Ayala
- University of Texas Health Science Center at Houston, School of Public Health, Brownsville, TX, United States of America
| | - Ana Paulina Quirino-Cerrillo
- University of Texas Health Science Center at Houston, School of Public Health, Brownsville, TX, United States of America
| | - Eminé Rodríguez-Reyna
- Secretaria de Salud de Tamaulipas, Reynosa, Matamoros and Ciudad Victoria, Tamaulipas, México
| | - Francisco Mora-Guzmán
- Secretaria de Salud de Tamaulipas, Reynosa, Matamoros and Ciudad Victoria, Tamaulipas, México
| | - Jose A. Caso
- Biology Department, University of Texas Rio Grande Valley, Edinburg, TX, United States of America
- School of Medicine, South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Edinburg, TX, United States of America
| | - Eder Ledezma-Campos
- Secretaria de Salud de Tamaulipas, Reynosa, Matamoros and Ciudad Victoria, Tamaulipas, México
| | - Larry S. Schlesinger
- Host Pathogen Interactions and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, United States of America
| | - Jordi B. Torrelles
- Host Pathogen Interactions and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, United States of America
| | - Joanne Turner
- Host Pathogen Interactions and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, United States of America
| | - Blanca I. Restrepo
- University of Texas Health Science Center at Houston, School of Public Health, Brownsville, TX, United States of America
- Biology Department, University of Texas Rio Grande Valley, Edinburg, TX, United States of America
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11
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Sinha R, Ngo MD, Bartlett S, Bielefeldt-Ohmann H, Keshvari S, Hasnain SZ, Donovan ML, Kling JC, Blumenthal A, Chen C, Short KR, Ronacher K. Pre-Diabetes Increases Tuberculosis Disease Severity, While High Body Fat Without Impaired Glucose Tolerance Is Protective. Front Cell Infect Microbiol 2021; 11:691823. [PMID: 34295838 PMCID: PMC8291147 DOI: 10.3389/fcimb.2021.691823] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 06/17/2021] [Indexed: 12/15/2022] Open
Abstract
Type 2 diabetes (T2D) is a well-known risk factor for tuberculosis (TB), but little is known about pre-diabetes and the relative contribution of impaired glucose tolerance vs. obesity towards susceptibility to TB. Here, we developed a preclinical model of pre-diabetes and TB. Mice fed a high fat diet (HFD) for 12 weeks presented with impaired glucose tolerance and hyperinsulinemia compared to mice fed normal chow diet (NCD). Infection with M. tuberculosis (Mtb) H37Rv after the onset of dysglycemia was associated with significantly increased lung pathology, lower concentrations of TNF-α, IFN-γ, IFN-β and IL-10 and a trend towards higher bacterial burden at 3 weeks post infection. To determine whether the increased susceptibility of pre-diabetic mice to TB is reversible and is associated with dysglycemia or increased body fat mass, we performed a diet reversal experiment. Pre-diabetic mice were fed a NCD for 10 additional weeks (HFD/NCD) at which point glucose tolerance was restored, but body fat mass remained higher compared to control mice that consumed NCD throughout the entire experiment (NCD/NCD). Upon Mtb infection HFD/NCD mice had significantly lower bacterial burden compared to NCD/NCD mice and this was accompanied by restored IFN-γ responses. Our findings demonstrate that pre-diabetes increases susceptibility to TB, but a high body mass index without dysglycemia is protective. This murine model offers the opportunity to further study the underlying immunological, metabolic and endocrine mechanisms of this association.
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Affiliation(s)
- Roma Sinha
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Minh Dao Ngo
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Stacey Bartlett
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Helle Bielefeldt-Ohmann
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia.,Australian Infectious Diseases Research Centre - The University of Queensland, Brisbane, QLD, Australia
| | - Sahar Keshvari
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Sumaira Z Hasnain
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia.,Australian Infectious Diseases Research Centre - The University of Queensland, Brisbane, QLD, Australia
| | - Meg L Donovan
- The University of Queensland Diamantina Institute, Brisbane, QLD, Australia
| | - Jessica C Kling
- The University of Queensland Diamantina Institute, Brisbane, QLD, Australia
| | - Antje Blumenthal
- Australian Infectious Diseases Research Centre - The University of Queensland, Brisbane, QLD, Australia.,The University of Queensland Diamantina Institute, Brisbane, QLD, Australia
| | - Chen Chen
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Kirsty R Short
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia.,Australian Infectious Diseases Research Centre - The University of Queensland, Brisbane, QLD, Australia
| | - Katharina Ronacher
- Translational Research Institute, Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia.,Australian Infectious Diseases Research Centre - The University of Queensland, Brisbane, QLD, Australia
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12
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Restrepo BI, Twahirwa M, Jagannath C. Hyperglycemia and dyslipidemia: Reduced HLA-DR expression in monocyte subpopulations from diabetes patients. Hum Immunol 2021; 82:124-129. [PMID: 33303215 PMCID: PMC9381160 DOI: 10.1016/j.humimm.2020.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 10/24/2020] [Accepted: 11/23/2020] [Indexed: 12/19/2022]
Abstract
Immune dysfunction contributes to the higher risk of communicable and non-communicable diseases among diabetics. HLA-DR expression is a robust marker of immune competence in mononuclear cells, including antigen presentation to CD4 lymphocytes. Given the high prevalence of obesity among diabetics, we evaluated the independent association between hyperglycemia and dyslipidemias with respect to HLA-DR expression in blood monocytes from type 2 diabetes patients. The monocytes from individuals with (n = 16) or without diabetes (n = 25) were phenotyped by flow cytometry to assess the differential expression of HLA-DR on their three subpopulations (classical, intermediate and non-classical monocytes). Diabetes was independently associated with lower HLA-DR expression across all monocyte subpopulations (p < 0.05). Blood triglycerides were associated with further HLA-DR depression (interaction p < 0.002). Cholesterols counterbalanced the reductive effect, with CD36, a receptor for oxidized cholesterol, correlating with HLA-DR (rho = 0.373; p = 0.016). Future studies are warranted to elucidate the complex interactions between hyperglycemia and dyslipidemias on antigen presentation in diabetic monocytes.
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Affiliation(s)
- Blanca I Restrepo
- University of Texas Health Houston, School of Public Health, Brownsville, TX, USA; University of Texas Rio Grande Valley, School of Medicine, South Texas Diabetes and Obesity Institute, Edinburg, TX, USA.
| | - Marcel Twahirwa
- Diabetes and Endocrinology Institute, Doctors Hospital at Renaissance, Edinburg, TX, USA
| | - Chinnaswamy Jagannath
- Dept. of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston, TX, USA
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13
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Restrepo BI, Khan A, Singh VK, Erica de-Leon, Aguillón-Durán GP, Ledezma-Campos E, Canaday DH, Jagannath C. Human monocyte-derived macrophage responses to M. tuberculosis differ by the host's tuberculosis, diabetes or obesity status, and are enhanced by rapamycin. Tuberculosis (Edinb) 2021; 126:102047. [PMID: 33418150 PMCID: PMC7887072 DOI: 10.1016/j.tube.2020.102047] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 11/17/2020] [Accepted: 12/23/2020] [Indexed: 02/06/2023]
Abstract
Human macrophages play a major role in controlling tuberculosis (TB), but their anti-mycobacterial mechanisms remain unclear among individuals with metabolic alterations like obesity (TB protective) or diabetes (TB risk). To help discern this, we aimed to: i) Evaluate the impact of the host's TB status or their comorbidities on the anti-mycobacterial responses of their monocyte-derived macrophages (MDMs), and ii) determine if the autophagy inducer rapamycin, can enhance these responses. We used MDMs from newly diagnosed TB patients, their close contacts and unexposed controls. The MDMs from TB patients had a reduced capacity to activate T cells (surrogate for antigen presentation) or kill M. tuberculosis (Mtb) when compared to non-TB controls. The MDMs from obese participants had a higher antigen presenting capacity, whereas those from chronic diabetes patients displayed lower Mtb killing. The activation of MDMs with rapamycin led to an enhanced anti-mycobacterial activity irrespective of TB status but was not as effective in patients with diabetes. Further studies are warranted using MDMs from TB patients with or without metabolic comorbidities to: i) elucidate the mechanisms through which host factors affect Mtb responses, and ii) evaluate host directed therapy using autophagy-inducing drugs like rapamycin to enhance macrophage function.
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Affiliation(s)
- Blanca I Restrepo
- University of Texas Health Houston, School of Public Health, One West University Blvd, Brownsville, TX, USA; University of Texas Rio Grande Valley, School of Medicine, South Texas Diabetes and Obesity Institute, 1214 W Schunior, Edinburg, TX, USA.
| | - Arshad Khan
- Houston Methodist Research Institute, Houston, Weill-Cornell Medicine, TX, USA.
| | - Vipul K Singh
- Houston Methodist Research Institute, Houston, Weill-Cornell Medicine, TX, USA.
| | - Erica de-Leon
- University of Texas Health Houston, School of Public Health, One West University Blvd, Brownsville, TX, USA.
| | - Génesis P Aguillón-Durán
- University of Texas Health Houston, School of Public Health, One West University Blvd, Brownsville, TX, USA; Secretaria de Salud de Tamaulipas, Reynosa and Ciudad Victoria, Mexico.
| | | | - David H Canaday
- Division of Infectious Disease, Case Western Reserve University and Cleveland, VA, OH, USA.
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14
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Bartlett S, Gemiarto AT, Ngo MD, Sajiir H, Hailu S, Sinha R, Foo CX, Kleynhans L, Tshivhula H, Webber T, Bielefeldt-Ohmann H, West NP, Hiemstra AM, MacDonald CE, Christensen LVV, Schlesinger LS, Walzl G, Rosenkilde MM, Mandrup-Poulsen T, Ronacher K. GPR183 Regulates Interferons, Autophagy, and Bacterial Growth During Mycobacterium tuberculosis Infection and Is Associated With TB Disease Severity. Front Immunol 2020; 11:601534. [PMID: 33240287 PMCID: PMC7677584 DOI: 10.3389/fimmu.2020.601534] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 10/14/2020] [Indexed: 12/15/2022] Open
Abstract
Oxidized cholesterols have emerged as important signaling molecules of immune function, but little is known about the role of these oxysterols during mycobacterial infections. We found that expression of the oxysterol-receptor GPR183 was reduced in blood from patients with tuberculosis (TB) and type 2 diabetes (T2D) compared to TB patients without T2D and was associated with TB disease severity on chest x-ray. GPR183 activation by 7α,25-dihydroxycholesterol (7α,25-OHC) reduced growth of Mycobacterium tuberculosis (Mtb) and Mycobacterium bovis BCG in primary human monocytes, an effect abrogated by the GPR183 antagonist GSK682753. Growth inhibition was associated with reduced IFN-β and IL-10 expression and enhanced autophagy. Mice lacking GPR183 had significantly increased lung Mtb burden and dysregulated IFNs during early infection. Together, our data demonstrate that GPR183 is an important regulator of intracellular mycobacterial growth and interferons during mycobacterial infection.
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MESH Headings
- Animals
- Autophagy
- Bacterial Load
- Case-Control Studies
- Diabetes Mellitus, Type 2/immunology
- Diabetes Mellitus, Type 2/metabolism
- Disease Models, Animal
- Female
- Host-Pathogen Interactions
- Humans
- Interferons/metabolism
- Leukocytes, Mononuclear/immunology
- Leukocytes, Mononuclear/metabolism
- Leukocytes, Mononuclear/microbiology
- Lung/immunology
- Lung/metabolism
- Lung/microbiology
- Male
- Mice, Inbred C57BL
- Mice, Knockout
- Mycobacterium bovis/growth & development
- Mycobacterium bovis/immunology
- Mycobacterium bovis/pathogenicity
- Mycobacterium tuberculosis/growth & development
- Mycobacterium tuberculosis/immunology
- Mycobacterium tuberculosis/pathogenicity
- Receptors, G-Protein-Coupled/genetics
- Receptors, G-Protein-Coupled/metabolism
- Severity of Illness Index
- Signal Transduction
- THP-1 Cells
- Tuberculosis, Pulmonary/immunology
- Tuberculosis, Pulmonary/metabolism
- Tuberculosis, Pulmonary/microbiology
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Affiliation(s)
- Stacey Bartlett
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Adrian Tandhyka Gemiarto
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Minh Dao Ngo
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Haressh Sajiir
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Semira Hailu
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Roma Sinha
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Cheng Xiang Foo
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Léanie Kleynhans
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Happy Tshivhula
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Tariq Webber
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Helle Bielefeldt-Ohmann
- School of Chemistry and Molecular Biosciences, The University of Queensland, St Lucia, QLD, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Nicholas P. West
- School of Chemistry and Molecular Biosciences, The University of Queensland, St Lucia, QLD, Australia
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Andriette M. Hiemstra
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Candice E. MacDonald
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | | | - Larry S. Schlesinger
- Host-Pathogens Interactions Program, Texas Biomedical Research Institute, San Antonio, TX, United States
| | - Gerhard Walzl
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | | | | | - Katharina Ronacher
- Translational Research Institute–Mater Research Institute, The University of Queensland, Brisbane, QLD, Australia
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
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15
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Cadena J, Rathinavelu S, Lopez-Alvarenga JC, Restrepo BI. The re-emerging association between tuberculosis and diabetes: Lessons from past centuries. Tuberculosis (Edinb) 2019; 116S:S89-S97. [PMID: 31085129 DOI: 10.1016/j.tube.2019.04.015] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Accepted: 11/02/2018] [Indexed: 12/11/2022]
Abstract
The association between tuberculosis (TB) and diabetes mellitus (DM) had a common place in the literature up to the first half of the 20th century, but virtually disappeared with the discovery of insulin to treat DM and antibiotics to cure TB. In the late 1990s the literature began to re-emerge with the worldwide increase in type 2 DM, particularly in TB-endemic countries. Today, type 2 DM is the most prevalent comorbidity among TB patients and the World Health Organization considers it a threat to TB control. We summarize the literature on TB and DM up to the 1960s. Then we evaluate unique aspects of this comorbidity in older times, such as the frequent diabetic comas that suggest challenges for proper DM management as insulin was being implemented, or the absence of antibiotics to cure TB. Despite the unique aspects of each study period, the literature across times is consistent in key aspects of the association. Namely, a higher TB prevalence among DM (versus non-DM patients), the importance of glucose control and chronic DM on TB susceptibility and the higher risk of death among patients with the co-morbidity. From the older literature, we can infer the likely contribution of type 1 DM to TB (in addition to type 2), regardless of their differing autoimmune or metabolic pathophysiology, respectively. Furthermore, in the older literature there was a notable reporting of DM development among TB patients, even though DM usually preceded TB. This observation deserves further epidemiological and basic studies to elucidate this intriguing aspect of the relationship between TB and DM.
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Affiliation(s)
- Jose Cadena
- University of Texas Health, San Antonio, TX 78229, USA; South Texas Veterans Health Care System, San Antonio TX 78229, USA.
| | - Selvalakshmi Rathinavelu
- University of Texas Health Houston, School of Public Health, Brownsville Campus, Brownsville, TX 78520, USA.
| | - Juan C Lopez-Alvarenga
- University of Texas Rio Grande Valley, South Texas Diabetes and Obesity Institute, School of Medicine, Edinburg, TX 78541, USA
| | - Blanca I Restrepo
- University of Texas Health Houston, School of Public Health, Brownsville Campus, Brownsville, TX 78520, USA; University of Texas Rio Grande Valley, South Texas Diabetes and Obesity Institute, School of Medicine, Edinburg, TX 78541, USA.
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16
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Rashak HA, Sánchez-Pérez HJ, Abdelbary BE, Bencomo-Alerm A, Enriquez-Ríos N, Gómez-Velasco A, Colorado A, Castellanos-Joya M, Rahbar MH, Restrepo BI. Diabetes, undernutrition, migration and indigenous communities: tuberculosis in Chiapas, Mexico. Epidemiol Infect 2019; 147:e71. [PMID: 30869023 PMCID: PMC6518577 DOI: 10.1017/s0950268818003461] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 11/04/2018] [Accepted: 11/23/2018] [Indexed: 11/06/2022] Open
Abstract
We investigated the distribution of comorbidities among adult tuberculosis (TB) patients in Chiapas, the poorest Mexican state, with a high presence of indigenous population, and a corridor for migrants from Latin America. Secondary analysis on 5508 new adult TB patients diagnosed between 2010 and 2014 revealed that the most prevalent comorbidities were diabetes mellitus (DM; 19.1%) and undernutrition (14.4%). The prevalence of DM in these TB patients was significantly higher among middle aged (41-64 years) compared with older adults (⩾65 years) (38.6% vs. 23.2%; P < 0.0001). The prevalence of undernutrition was lower among those with DM, and higher in communities with high indigenous presence. Immigrants only comprised 2% of all TB cases, but were more likely to have unfavourable TB treatment outcomes (treatment failure, death and default) when compared with those born in Chiapas (29.5% vs. 11.1%; P < 0.05). Unfavourable TB outcomes were also more prevalent among the TB patients with undernutrition, HIV or older age, but not DM (P < 0.05). Our study in Chiapas illustrates the challenges of other regions worldwide where social (e.g. indigenous origin, poverty, migration) and host factors (DM, undernutrition, HIV, older age) are associated with TB. Further understanding of these critical factors will guide local policy makers and health providers to improve TB management.
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Affiliation(s)
- H. A. Rashak
- University of Texas Health Houston, School of Public Health, Brownsville Campus, Brownsville, TX, 78520, USA
| | - H. J. Sánchez-Pérez
- Research Network GRAAL (Research Groups for Africa and Latin America), The College of the South Border (ECOSUR),San Cristobal de Las Casas Chiapas, Mexico
| | - B. E. Abdelbary
- Department of Physician Assistant, University of Texas Rio Grande Valley, College of Health Affairs, Edinburg campus, Edinburg, TX, 78541, USA
| | - A. Bencomo-Alerm
- GRAAL, Prevention and Control Program of Tuberculosis in the Highlands Region of Chiapas, Ministry of Health of Chiapas, Chiapas, Mexico
| | - N. Enriquez-Ríos
- Transmissible and Non-transmissible Diseases Department, Ministry of Health of Chiapas, Chiapas, Mexico
| | - A. Gómez-Velasco
- Research Network GRAAL (Research Groups for Africa and Latin America), The College of the South Border (ECOSUR),San Cristobal de Las Casas Chiapas, Mexico
| | - A. Colorado
- Advocate and International Public Health Consultant Fighting Tuberculosis, HIV/AIDS and other Neglected Diseases, San Diego, California, USA
| | | | - M. H. Rahbar
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Centre at Houston, Houston, Texas, USA
- Division of Clinical and Translational Sciences, Department of Internal Medicine, McGovern Medical School, and The Centre for Clinical and Translational Sciences, University of Texas Health Science Centre at Houston, Houston, Texas, USA
| | - B. I. Restrepo
- University of Texas Health Houston, School of Public Health, Brownsville Campus, Brownsville, TX, 78520, USA
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Centre at Houston, Houston, Texas, USA
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