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Espinosa-Pereiro J, Alagna R, Saluzzo F, González-Moreno J, Heinrich N, Sánchez-Montalvá A, Cirillo DM. A Systematic Review of Potential Biomarkers for Bacterial Burden and Treatment Efficacy Assessment in Tuberculosis Platform-Based Clinical Trials. J Infect Dis 2024; 229:1584-1595. [PMID: 37956107 DOI: 10.1093/infdis/jiad482] [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: 06/05/2023] [Revised: 09/28/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Adaptive platform trials can be more efficient than classic trials for developing new treatments. Moving from culture-based to simpler- or faster-to-measure biomarkers as efficacy surrogates may enhance this advantage. We performed a systematic review of treatment efficacy biomarkers in adults with tuberculosis. Platform trials can span different development phases. We grouped biomarkers as: α, bacterial load estimates used in phase 2a trials; β, early and end-of treatment end points, phase 2b-c trials; γ, posttreatment or trial-level estimates, phase 2c-3 trials. We considered as analysis unit (biomarker entry) each combination of biomarker, predicted outcome, and their respective measurement times or intervals. Performance metrics included: sensitivity, specificity, area under the receiver-operator curve (AUC), and correlation measures, and classified as poor, promising, or good. Eighty-six studies included 22 864 participants. From 1356 biomarker entries, 318 were reported with the performance metrics of interest, with 103 promising and 41 good predictors. Group results were: α, mycobacterial RNA and lipoarabinomannan (LAM) in sputum, and host metabolites in urine; β, mycobacterial RNA and host transcriptomic or cytokine signatures for early treatment response; and γ, host transcriptomics for recurrence. A combination of biomarkers from different categories could help in designing more efficient platform trials. Efforts to develop efficacy surrogates should be better coordinated.
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Affiliation(s)
- Juan Espinosa-Pereiro
- Infectious Diseases Department, Vall d'Hebrón University Hospital, Universitat Autónoma de Barcelona, Barcelona, Spain
- International Health Program, Catalan Institute of Health, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infeccioass, Instituto de Salud Carlos III, Madrid, Spain
| | - Riccardo Alagna
- San Raffaele Scientific Institute, Milan, Italy
- Qiagen, Srl, Milan, Italy
| | | | | | - Norbert Heinrich
- Center for International Health, University Hospital, Ludwig Maximilian University Munich, Munich, Germany
- German Center for Infection Research, Munich, Germany
- Division of Infectious Diseases and Tropical Medicine, University Hospital, Ludwig Maximilian University Munich (DZIF), Partner Site Munich, Munich, Germany
| | - Adrián Sánchez-Montalvá
- Infectious Diseases Department, Vall d'Hebrón University Hospital, Universitat Autónoma de Barcelona, Barcelona, Spain
- International Health Program, Catalan Institute of Health, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infeccioass, Instituto de Salud Carlos III, Madrid, Spain
- Grupo de Estudio de Micobacterias, Sociedad Española de Enfermedades Infecciosas y Microbiología Clínica, Madrid, Spain
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Zhang F, Zhang F, Dong Y, Li L, Pang Y. New Insights into Biomarkers for Evaluating Therapy Efficacy in Pulmonary Tuberculosis: A Narrative Review. Infect Dis Ther 2023; 12:2665-2689. [PMID: 37938418 PMCID: PMC10746651 DOI: 10.1007/s40121-023-00887-x] [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: 09/21/2023] [Accepted: 10/20/2023] [Indexed: 11/09/2023] Open
Abstract
Evaluating therapy efficacy is crucial for patients with tuberculosis (TB), especially those with drug-resistant tuberculosis (DR-TB). The World Health Organization currently recommends sputum smear and culture as the standard methods for evaluating pulmonary tuberculosis (PTB) therapy efficacy. However, these approaches have limitations including low sensitivity, lengthy culture periods, and susceptibility to contamination. There is an urgent need for dependable biomarkers to evaluate therapy efficacy in patients with PTB. Numerous new biomarkers of Mycobacterium tuberculosis (MTB) and the host have been used in recent studies to evaluate PTB therapy efficacy. A systematic review and update of these biomarkers can facilitate the discovery of novel biomarkers and assessment models, as well as provide a solid scientific basis for alternative indicators of evaluating therapy efficacy. In this review we summarize the recent advancements and limitations of biomarkers used to monitor therapy efficacy, highlighting the importance of utilizing a combination of biomarkers. Although some biomarkers have potential in evaluating the efficacy of therapy in patients with PTB, they also have some limitations. Further research, validation, and optimization are required to identify the most reliable and effective alternative biomarkers and apply them to clinical practice.
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Affiliation(s)
- Fuzhen Zhang
- Department of Bacteriology and Immunology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis & Thoracic Tumor Research Institute, No. 97, Machang, Tongzhou District, Beijing, 101149, People's Republic of China
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, People's Republic of China
| | - Fan Zhang
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, People's Republic of China
| | - Yu Dong
- Department of Bacteriology and Immunology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis & Thoracic Tumor Research Institute, No. 97, Machang, Tongzhou District, Beijing, 101149, People's Republic of China
| | - Liang Li
- Department of Bacteriology and Immunology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis & Thoracic Tumor Research Institute, No. 97, Machang, Tongzhou District, Beijing, 101149, People's Republic of China.
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, People's Republic of China.
| | - Yu Pang
- Department of Bacteriology and Immunology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis & Thoracic Tumor Research Institute, No. 97, Machang, Tongzhou District, Beijing, 101149, People's Republic of China.
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Pan SW, Catanzaro DG, Seifert M, Syed RR, Hillery N, Ho ML, Crudu V, Tudor E, Ciobanu N, Codreanu A, Catanzaro A, Rodwell TC. Predicting stringent QuantiFERON-TB Gold Plus conversions in contacts of tuberculosis patients. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2023; 56:1073-1083. [PMID: 37580184 PMCID: PMC10604336 DOI: 10.1016/j.jmii.2023.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 07/23/2023] [Accepted: 07/31/2023] [Indexed: 08/16/2023]
Abstract
OBJECTIVES To assess associations between disease severity in index TB patients and QuantiFERON-TB Gold Plus (QFT-Plus) results in contacts, and predictors for QFT-Plus conversion in contacts over 6-12 months. METHODS TB patients (n = 295) and the contacts (n = 1051) were enrolled during 2018-2021 with QFT-Plus performed at baseline and months 6 and 12. A strong CD8 response was defined as TB2 interferon gamma (IFN-γ) response minus TB1 >0.6 IU/ml and stringent conversion as change from QFT-plus negative to high-positive QFT-Plus (TB1 or TB2 IFN-γ responses >0.7 IU/ml). RESULTS Contacts with index TB patients with sputum smear >1+ was associated with positive QFT-Plus compared to those without (p < 0.001). Contacts with index TB patients with bilateral lung disease were more likely to have strong CD8 responses than those without (p = 0.038). QFT-Plus stringent conversion occurred in 9.7% of contacts over 6-12 months. A TB1 IFN-γ response ≥0.03 IU/ml combined with a TB2 ≥0.06 IU/ml was predictive of a 19-fold increased risk for QFT-Plus stringent conversion in contacts (odd ratio 19.565 [8.484-45.116], p < 0.001). CONCLUSION Bacterial burden and bilateral lung disease of index TB patients were associated with positive QFT-Plus and strong CD8 responses in contacts. TB1 and TB2 IFN-γ responses were synergistically predictive of stringent conversion in contacts.
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Affiliation(s)
- Sheng-Wei Pan
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Donald G Catanzaro
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, USA.
| | - Marva Seifert
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Rehan R Syed
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Naomi Hillery
- The Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Mei-Lin Ho
- Department of Chemistry, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Valeriu Crudu
- The Chiril Draganiuc Institute of Phthisiopneumology, Chisinau, Republic of Moldova
| | - Elena Tudor
- The Chiril Draganiuc Institute of Phthisiopneumology, Chisinau, Republic of Moldova
| | - Nelly Ciobanu
- The Chiril Draganiuc Institute of Phthisiopneumology, Chisinau, Republic of Moldova
| | - Alexandru Codreanu
- The Chiril Draganiuc Institute of Phthisiopneumology, Chisinau, Republic of Moldova
| | - Antonino Catanzaro
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Timothy C Rodwell
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, USA
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Lee MR, Chen YL, Wu CW, Chen LC, Chang LY, Chen JY, Huang YT, Wang JY, Shih JY, Yu CJ. Toll-like receptor and matrix metalloproteinase single-nucleotide polymorphisms, haplotypes, and polygenic risk score differentiated between tuberculosis disease and infection. Int J Infect Dis 2022; 125:61-66. [PMID: 36272698 DOI: 10.1016/j.ijid.2022.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 09/29/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVES The association of toll-like receptors (TLRs) and matrix metalloproteinases (MMPs) single-nucleotide polymorphisms (SNPs) among latent tuberculosis (TB) infection and active TB remained less studied. METHODS We recruited participants with TB disease (active TB) (n = 400) and TB infection (latent TB infection) (n = 203) in this study. We genotyped SNPs in TLR1, TLR2, TLR4, MMP1, MMP8, MMP9, MMP12, and tissue inhibitor of MMP2. Single-variant analysis and haplotype analysis were performed, and a polygenic risk score (PRS) was created. RESULTS We found that SNPs in TLR1 (rs5743580, rs5743551), TLR2 (rs3804100), and MMP8 (rs2508383) were associated with different TB disease status risks. TLR1 rs5743580 was associated with a higher risk of TB disease status in genotypic, recessive, and additive models. TLR2 rs3804100 polymorphisms demonstrated significant association with TB disease status in genotypic, dominant, and additive models. In the haplotype analysis, the TLR1 haplotype was associated with a higher risk of TB disease, and the MMP12 haplotype was associated with a lower risk of TB disease. A PRS using 3 SNPs was associated with a higher risk of TB disease. CONCLUSION This study revealed that SNP variants in TLR1, TLR2, and MMP8 differed among TB infection and disease. Haplotypes and PRS could potentially help predict TB disease status.
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Affiliation(s)
- Meng-Rui Lee
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Yen-Lin Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chang-Wei Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Lun-Che Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch Biomedical Park Hospital, Hsin-Chu, Taiwan
| | - Lih-Yu Chang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Jung-Yueh Chen
- Department of Internal Medicine, E-DA Hospital, Kaohsiung, Taiwan; College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Yu-Tsung Huang
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jann-Yuan Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chong-Jen Yu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch Biomedical Park Hospital, Hsin-Chu, Taiwan
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Pan SW, Syed RR, Catanzaro DG, Ho ML, Shu CC, Tsai TY, Tseng YH, Feng JY, Chen YM, Su WJ, Catanzaro A, Rodwell TC. Circulating mitochondrial cell-free DNA dynamics in patients with mycobacterial pulmonary infections: Potential for a novel biomarker of disease. Front Immunol 2022; 13:1040947. [PMID: 36466831 PMCID: PMC9709461 DOI: 10.3389/fimmu.2022.1040947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/31/2022] [Indexed: 11/17/2022] Open
Abstract
ObjectivesHuman mitochondrial cell-free DNA (Mt-cfDNA) may serve as a useful biomarker for infectious processes. We investigated Mt-cfDNA dynamics in patients with pulmonary mycobacterial infections to determine if this novel biomarker could be used to differentiate disease states and severity.MethodsPatients with pulmonary tuberculosis (PTB), latent tuberculosis infection (LTBI), and nontuberculous mycobacterial-lung disease (NTM-LD) were enrolled at a tertiary care hospital in Taiwan between June 2018 and August 2021. Human Mt-cfDNA and nuclear-cfDNA (Nu-cfDNA) copy numbers were estimated by quantitative polymerase chain reaction. Variables associated with PTB and 2-month sputum culture-positivity, indicating poor treatment response, were assessed using logistic regression.ResultsAmong 97 patients with PTB, 64 with LTBI, and 51 with NTM-LD, Mt-cfDNA levels were higher in patients with PTB than in LTBI (p=0.001) or NTM-LD (p=0.006). In the Mycobacterium tuberculosis-infected population, Mt-cfDNA levels were highest in smear-positive PTB patients, followed by smear-negative PTB (p<0.001), and were lowest in LTBI persons (p=0.009). A Mt-cfDNA, but not Nu-cfDNA, level higher than the median helped differentiate culture-positive PTB from culture-negative PTB and LTBI (adjusted OR 2.430 [95% CI 1.139–5.186], p=0.022) and differentiate PTB from NTM-LD (adjusted OR 4.007 [1.382–12.031], p=0.011). Mt-cfDNA levels decreased after 2 months of treatment in PTB patients (p=0.010). A cutoff Mt-cfDNA level greater than 62.62 x 106 copies/μL-plasma was associated with a 10-fold risk of 2-month culture-positivity (adjusted OR 9.691 [1.046–89.813], p=0.046).ConclusionElevated Mt-cfDNA levels were associated with PTB disease and failed sputum conversion at 2 months in PTB patients, and decreased after treatment.
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Affiliation(s)
- Sheng-Wei Pan
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Rehan R. Syed
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, United States
| | - Donald G. Catanzaro
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR, United States
| | - Mei-Lin Ho
- Department of Chemistry, Soochow University, Taipei, Taiwan
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, United States
| | - Chin-Chung Shu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Tsung-Yeh Tsai
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yen-Han Tseng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jia-Yih Feng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- *Correspondence: Jia-Yih Feng,
| | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wei-Juin Su
- Division of Chest Medicine, China Medical University Hospital, Taipei Branch, Taipei, Taiwan
| | - Antonino Catanzaro
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Timothy C. Rodwell
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego, La Jolla, CA, United States
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Walker NF, Karim F, Moosa MYS, Moodley S, Mazibuko M, Khan K, Sterling TR, van der Heijden YF, Grant AD, Elkington PT, Pym A, Leslie A. OUP accepted manuscript. J Infect Dis 2022; 226:928-932. [PMID: 35510939 PMCID: PMC9470104 DOI: 10.1093/infdis/jiac160] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 04/28/2022] [Indexed: 11/15/2022] Open
Abstract
Current methods for tuberculosis treatment monitoring are suboptimal. We evaluated plasma matrix metalloproteinase (MMP) and procollagen III N-terminal propeptide concentrations before and during tuberculosis treatment as biomarkers. Plasma MMP-1, MMP-8, and MMP-10 concentrations significantly decreased during treatment. Plasma MMP-8 was increased in sputum Mycobacterium tuberculosis culture–positive relative to culture-negative participants, before (median, 4993 pg/mL [interquartile range, 2542–9188] vs 698 [218–4060] pg/mL, respectively; P = .004) and after (3650 [1214–3888] vs 720 [551–1321] pg/mL; P = .008) 6 months of tuberculosis treatment. Consequently, plasma MMP-8 is a potential biomarker to enhance tuberculosis treatment monitoring and screen for possible culture positivity.
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Affiliation(s)
- N F Walker
- Correspondence: N. F. Walker, Senior Clinical Lecturer, Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool L3 5QA, United Kingdom ()
| | - F Karim
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - M Y S Moosa
- Department of Infectious Diseases, University of KwaZulu-Natal, Durban, South Africa
| | - S Moodley
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - M Mazibuko
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - K Khan
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - T R Sterling
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Y F van der Heijden
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- The Aurum Institute, Johannesburg, South Africa
| | - A D Grant
- TB Centre and Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - P T Elkington
- NIHR Biomedical Research Centre, Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
| | - A Pym
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - A Leslie
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Division of Infection and Immunity, University College London, London, United Kingdom
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Biomarkers that correlate with active pulmonary tuberculosis treatment response: a systematic review and meta-analysis. J Clin Microbiol 2021; 60:e0185921. [PMID: 34911364 PMCID: PMC8849205 DOI: 10.1128/jcm.01859-21] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Current WHO recommendations for monitoring treatment response in adult pulmonary tuberculosis (TB) are sputum smear microscopy and/or culture conversion at the end of the intensive phase of treatment. These methods either have suboptimal accuracy or a long turnaround time. There is a need to identify alternative biomarkers to monitor TB treatment response. We conducted a systematic review of active pulmonary TB treatment monitoring biomarkers. We screened 9,739 articles published between 1 January 2008 and 31 December 2020, of which 77 met the inclusion criteria. When studies quantitatively reported biomarker levels, we meta-analyzed the average fold change in biomarkers from pretreatment to week 8 of treatment. We also performed a meta-analysis pooling the fold change since the previous time point collected. A total of 81 biomarkers were identified from 77 studies. Overall, these studies exhibited extensive heterogeneity with regard to TB treatment monitoring study design and data reporting. Among the biomarkers identified, C-reactive protein (CRP), interleukin-6 (IL-6), interferon gamma-induced protein 10 (IP-10), and tumor necrosis factor alpha (TNF-α) had sufficient data to analyze fold changes. All four biomarker levels decreased during the first 8 weeks of treatment relative to baseline and relative to previous time points collected. Based on limited data available, CRP, IL-6, IP-10, and TNF-α have been identified as biomarkers that should be further explored in the context of TB treatment monitoring. The extensive heterogeneity in TB treatment monitoring study design and reporting is a major barrier to evaluating the performance of novel biomarkers and tools for this use case. Guidance for designing and reporting treatment monitoring studies is urgently needed.
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Kumar K, Kon OM. Personalised Medicine for Tuberculosis and Non-Tuberculous Mycobacterial Pulmonary Disease. Microorganisms 2021; 9:2220. [PMID: 34835346 PMCID: PMC8624359 DOI: 10.3390/microorganisms9112220] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/25/2021] [Accepted: 10/25/2021] [Indexed: 12/29/2022] Open
Abstract
Personalised medicine, in which clinical management is individualised to the genotypic and phenotypic data of patients, offers a promising means by which to enhance outcomes in the management of mycobacterial pulmonary infections. In this review, we provide an overview of how personalised medicine approaches may be utilised to identify patients at risk of developing tuberculosis (TB) or non-tuberculous mycobacterial pulmonary disease (NTM-PD), diagnose these conditions and guide effective treatment strategies. Despite recent technological and therapeutic advances, TB and NTM-PD remain challenging conditions to diagnose and treat. Studies have identified a range of genetic and immune factors that predispose patients to pulmonary mycobacterial infections. Molecular tests such as nucleic acid amplification assays and next generation sequencing provide a rapid means by which to identify mycobacterial isolates and their antibiotic resistance profiles, thus guiding selection of appropriate antimicrobials. Host-directed therapies and therapeutic drug monitoring offer ways of tailoring management to the clinical needs of patients at an individualised level. Biomarkers may hold promise in differentiating between latent and active TB, as well as in predicting mycobacterial disease progression and response to treatment.
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Affiliation(s)
- Kartik Kumar
- National Heart and Lung Institute, Imperial College London, Dovehouse Street, London SW3 6LY, UK;
- Department of Respiratory Medicine, St Mary’s Hospital, Imperial College Healthcare NHS Trust, Praed Street, London W2 1NY, UK
| | - Onn Min Kon
- National Heart and Lung Institute, Imperial College London, Dovehouse Street, London SW3 6LY, UK;
- Department of Respiratory Medicine, St Mary’s Hospital, Imperial College Healthcare NHS Trust, Praed Street, London W2 1NY, UK
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Cilliers K, Menezes A, Webber T, Dockrell HM, Cliff JM, Kleynhans L, Chegou NN, du Plessis N, Loxton AG, Kidd M, Djoba Siawaya JF, Ronacher K, Walzl G. Mycobacterium tuberculosis-stimulated whole blood culture to detect host biosignatures for tuberculosis treatment response. Tuberculosis (Edinb) 2021; 128:102082. [PMID: 33865162 PMCID: PMC8192498 DOI: 10.1016/j.tube.2021.102082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 03/26/2021] [Accepted: 04/01/2021] [Indexed: 10/21/2022]
Abstract
Host markers to monitor the response to tuberculosis (TB) therapy hold some promise. We evaluated the changes in concentration of Mycobacterium tuberculosis (M.tb)-induced soluble biomarkers during early treatment for predicting short- and long-term treatment outcomes. Whole blood samples from 30 cured and 12 relapsed TB patients from diagnosis, week 1, 2, and 4 of treatment were cultured in the presence of live M.tb for seven days and patients followed up for 24 weeks after the end of treatment. 57 markers were measured in unstimulated and antigen-stimulated culture supernatants using Luminex assays. Top performing multi-variable models at diagnosis using unstimulated values predicted outcome at 24 months after treatment completion with a sensitivity of 75.0% (95% CI, 42.8-94.5%) and specificity of 72.4% (95% CI, 52.8-87.3%) in leave-one-out cross validation. Month two treatment responder classification was correctly predicted with a sensitivity of 79.2% (95% CI, 57.8-92.9%) and specificity of 92.3% (95% CI, 64.0-99.8%). This study provides evidence of the early M.tb-specific treatment response in TB patients but shows that the observed unstimulated marker models are not outperformed by stimulated marker models. Performance of unstimulated predictive host marker signatures is promising and requires validation in larger studies.
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Affiliation(s)
- Karen Cilliers
- 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.
| | - Angela Menezes
- Viapath, King's College Hospital, London, United Kingdom
| | - 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
| | - Hazel M Dockrell
- Department of Infection Biology, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Jacqueline M Cliff
- Department of Infection Biology, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - 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
| | - Novel N Chegou
- 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
| | - Nelita du Plessis
- 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
| | - André G Loxton
- 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
| | - Martin Kidd
- Centre for Statistical Consultation, Stellenbosch University, Stellenbosch, South Africa
| | - Joel Fleury Djoba Siawaya
- Specialised Diagnostics and Research Unit, National Public Health Laboratory and the Mother and Child University Hospital Jeanne EBORI Foundation (URDS/LNSP/CHUMEFJE), Libreville, Gabon
| | - Katharina Ronacher
- Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, Queensland, Australia
| | - 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
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10
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Host biomarkers for monitoring therapeutic response in extrapulmonary tuberculosis. Cytokine 2021; 142:155499. [PMID: 33799008 DOI: 10.1016/j.cyto.2021.155499] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 03/08/2021] [Indexed: 01/29/2023]
Abstract
PURPOSE The aim of this study was to explore the utility of inflammatory biomarkers in the peripheral blood to predict response to treatment in extrapulmonary tuberculosis (EPTB). METHODS A Luminex xMAP-based multiplex immunoassay was used to measure 40 inflammatory biomarkers in un-stimulated plasma of 91 EPTB patients (48 lymphadenitis, and 43 pleuritis) before and at 2 and 6 months of treatment. RESULTS Overall a significant change was observed in 28 inflammatory biomarkers with treatment in EPTB patients. However, MIG/CXCL9, IP-10/CXCL10, and CCL23 decreased in all patients' groups with successful treatment at both time points. At 2 months, 29/64 (45%) patients responded partially while 35/64 (55%) showed complete regress. Among good responders, a higher number of biomarkers (16/40) reduced significantly as compared to partial responders (1/40). Almost half (14/29) of partial responders required longer treatment than 6 months to achieve satisfactory response. The levels of MIG, IP-10, MIF, CCL22 and CCL23 reduced significantly among 80, 74, 60, 71, 51% good responders, as compared to 52, 52, 52, 59, 52% partial responders, respectively. A biosignature, defined by a significant decrease in any one of these five biomarkers, corresponded with satisfactory response to treatment in 97% patients at 2 month and 99% patients at 6 months of treatment. CONCLUSION Change in inflammatory biomarkers correlates with treatment success. A five biomarker biosignature (MIG, IP-10, MIF, CCL22 and CCL23) could be used as an indicator of treatment success.
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11
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Nikolayevskyy V, Balabanova Y, Kontsevaya I, Ignatyeva O, Skenders G, Vasiliauskiene E, Bockel DV, Drobniewski F. Biomarkers of treatment success in fully sensitive pulmonary tuberculosis patients: a multicenter longitudinal study. Biomark Med 2020; 14:1439-1452. [PMID: 33140661 DOI: 10.2217/bmm-2020-0246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Novel biomarkers that are able to accurately monitor tuberculosis (TB) treatment effectiveness are needed to adjust therapy and identify a need for a regimen change. Materials & methods: In our study, conducted on a cohort comprising 100 pulmonary TB patients, we analyzed the role of plasma cytokines and Toll-like receptors expression as biomarkers of treatment response. Results: Changes in toll-interacting protein (TOLLIP) and lymphocyte antigen 96 (LY96) gene expression as well as nine cytokine levels over the first 2 months were significantly associated with successful treatment outcome. Successful treatment was associated with higher serum concentration of Toll-like receptor-2. Conclusion: Our results suggest that differential expression of specific effector molecules and dynamics of selected cytokines may help to identify those responding to TB treatment early.
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Affiliation(s)
- Vladyslav Nikolayevskyy
- Imperial College London, Du Cane Road, London W12 0NN, UK.,Public Health England, 61 Colindale Ave, London NW9 5EQ, UK
| | - Yanina Balabanova
- Imperial College London, Du Cane Road, London W12 0NN, UK.,Bayer AG, 178 Muelerstrasse, Berlin D-13353, Germany
| | - Irina Kontsevaya
- Imperial College London, Du Cane Road, London W12 0NN, UK.,Research Center Borstel, Parkallee 1-40, Borstel D-23845, Germany.,N.V. Postnikov Samara Region Clinical Tuberculosis Dispensary, 154 Novo-Sadovaya Street, Samara 443068, Russian Federation
| | - Olga Ignatyeva
- N.V. Postnikov Samara Region Clinical Tuberculosis Dispensary, 154 Novo-Sadovaya Street, Samara 443068, Russian Federation.,Medical University Reaviz, 100v Chkalova Street, Samara 443030, Russian Federation
| | - Girts Skenders
- Riga East University Hospital, Centre of Tuberculosis & Lung Diseases, 68 Lielvardes Street, Riga LV-1006, Latvia
| | - Edita Vasiliauskiene
- Department of Physiology, Biochemistry, Microbiology & Laboratory Medicine, Faculty of Medicine, Institute of Biomedical Sciences, Vilnius University, 21/27 M. K. Ciurlionio, Vilnius LT-03101, Lithuania.,Centre of Laboratory Medicine, Tuberculosis Laboratory, Vilnius University Hospital Santaros Klinikos, Santariskiu Street 2, Vilnius LT-08661, Lithuania
| | - David van Bockel
- The Kirby Institute for Infection & Immunity in Society, University of New South Wales, High Street, NSW 2052 Sydney, Australia
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12
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Lee MR, Huang HL, Chen LC, Yang HC, Ko JC, Cheng MH, Chong IW, Lee LN, Wang JY, Dimopoulos G. Seroprevalence of Aspergillus IgG and disease prevalence of chronic pulmonary aspergillosis in a country with intermediate burden of tuberculosis: a prospective observational study. Clin Microbiol Infect 2020; 26:1091.e1-1091.e7. [PMID: 31901491 DOI: 10.1016/j.cmi.2019.12.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 12/11/2019] [Accepted: 12/18/2019] [Indexed: 12/28/2022]
Abstract
OBJECTIVES Chronic pulmonary aspergillosis (CPA) is an emerging global disease with tuberculosis (TB) being the most important risk factor. Epidemiologic data on the seroprevalence of Aspergillus IgG and prevalence of CPA in different areas, especially in country with intermediate burden of TB, are lacking. METHODS We prospectively recruited healthy volunteers, TB close contacts, active TB patients and participants with old pulmonary TB in Taiwan during 2012-2019. We measured serum Aspergillus fumigatus and niger-specific IgG levels and assessed if the participants were having CPA. RESULTS A total of 1242 participants (including 200 healthy volunteers, 326 TB close contacts, 524 active TB patients and 192 old TB cases) were recruited. Using 27 mgA/L (milligrams of antigen-specific antibodies per liter) as cut-off level, the seropositive rate of A. fumigatus-specific IgG was 33.0% (66/200), 37.7% (123/326), 26.5% (139/524) and 43.2% (83/192) among the four groups, respectively. In multivariate logistic regression, pulmonary cavitation (OR 1.73; 95% CI 1.07-2.80), female sex (OR 1.49; 95% CI 1.14-1.95), old TB (OR 1.59; 1.05-2.42) were independent risk factors for Aspergillus IgG positivity. One (0.2%) active TB patient and four (2.1%) old TB patients developed CPA. Correlation between A. fumigatus and A. niger-specific IgG was high (Spearman correlation coefficient: 0.942). DISCUSSION Geographic variation in Aspergillus IgG seroprevalence and CPA prevalence exists. A universal cut-off value for Aspergillus IgG may not exist. In areas and populations in which background Aspergillus IgG level is unknown, Aspergillus IgG may be better used as a test of exclusion for CPA using prespecified cut-off level.
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Affiliation(s)
- M-R Lee
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - H-L Huang
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan
| | - L-C Chen
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - H-C Yang
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - J-C Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - M-H Cheng
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Respiratory Therapy, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - I-W Chong
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Respiratory Therapy, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - L-N Lee
- Department of Laboratory Medicine, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, 24352, Taiwan
| | - J-Y Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - G Dimopoulos
- Department of Critical Care, University Hospital ATTIKON, National and Kapodistrian University of Athens, Athens, Greece.
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13
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An interesting case summary of tubercular pneumonia masquerading as viral pneumonia kept on extra-corporeal membrane oxygenation. Indian J Tuberc 2019; 67:268-273. [PMID: 32553326 DOI: 10.1016/j.ijtb.2019.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 09/02/2019] [Indexed: 11/24/2022]
Abstract
Mortality in patients with pulmonary tuberculosis remains high, especially in those who develop acute respiratory distress syndrome (ARDS). We herein, report a case of 40 year old female, with ARDS due to severe pulmonary tuberculosis. She was admitted in the intensive care unit of a tertiary care centre. Owing to very poor ABG report, she was intubated and put on Mechanical ventilator support. Bronchoscopy was performed and BAL was extracted, which showed no growth. Further deterioration of gas exchange prompted the decision to put her on ECMO. During her stay on ECMO, she developed massive inta-alveolar hemorrhage following which repeated bronchoscopic interventions were done to remove blood clots. BAL extracted on day 4 and day 8 showed growth of A. baumannii and K. pneumoniae respectively. But BALGeneXpert on day 8 came out to be positive for Mycobacterium Tuberculosis and subsequently ATT was added to her treatment regimen. Her alveolar hemorrhage continued to worsen and subsequently ECMO was removed. After 12 days of hospitalization, she went on to develop bradycardia and could not be rescued. Though the patient's life was lost, this case provided many insights on the use of ECMO in the management of ARDS due to Pulmonary tuberculosis and it should be considered as one of the treatment options.
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14
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Rohlwink UK, Walker NF, Ordonez AA, Li YJ, Tucker EW, Elkington PT, Wilkinson RJ, Wilkinson KA. Matrix Metalloproteinases in Pulmonary and Central Nervous System Tuberculosis-A Review. Int J Mol Sci 2019; 20:ijms20061350. [PMID: 30889803 PMCID: PMC6471445 DOI: 10.3390/ijms20061350] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 02/27/2019] [Accepted: 03/03/2019] [Indexed: 01/06/2023] Open
Abstract
Tuberculosis (TB) remains the single biggest infectious cause of death globally, claiming almost two million lives and causing disease in over 10 million individuals annually. Matrix metalloproteinases (MMPs) are a family of proteolytic enzymes with various physiological roles implicated as key factors contributing to the spread of TB. They are involved in the breakdown of lung extracellular matrix and the consequent release of Mycobacterium tuberculosis bacilli into the airways. Evidence demonstrates that MMPs also play a role in central nervous system (CNS) tuberculosis, as they contribute to the breakdown of the blood brain barrier and are associated with poor outcome in adults with tuberculous meningitis (TBM). However, in pediatric TBM, data indicate that MMPs may play a role in both pathology and recovery of the developing brain. MMPs also have a significant role in HIV-TB-associated immune reconstitution inflammatory syndrome in the lungs and the brain, and their modulation offers potential novel therapeutic avenues. This is a review of recent research on MMPs in pulmonary and CNS TB in adults and children and in the context of co-infection with HIV. We summarize different methods of MMP investigation and discuss the translational implications of MMP inhibition to reduce immunopathology.
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Affiliation(s)
- Ursula K Rohlwink
- Neuroscience Institute, University of Cape Town, Faculty of Health Sciences, Anzio Road, Observatory 7925, South Africa.
| | - Naomi F Walker
- TB Centre and Department of Clinical Research, London School of Hygiene and Tropical Medicine, Keppel St, London WC1E 7HT, UK.
| | - Alvaro A Ordonez
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
- Center for Tuberculosis Research, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
| | - Yifan J Li
- Faculty of Health Sciences, University of Cape Town, Anzio Road, Observatory 7925, South Africa.
| | - Elizabeth W Tucker
- Center for Tuberculosis Research, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
- Division of Pediatric Critical Care, Johns Hopkins All Children's Hospital, St. Petersburg, FL 33701, USA.
| | - Paul T Elkington
- NIHR Biomedical Research Centre, School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, SO16 6YD, UK.
| | - Robert J Wilkinson
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town 7925, South Africa.
- The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK.
- Department of Medicine, Imperial College London, London W2 1PG, UK.
| | - Katalin A Wilkinson
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town 7925, South Africa.
- The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK.
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15
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Lee MR, Chang CH, Chang LY, Chuang YC, Sun HY, Wang JT, Wang JY. CD8 response measured by QuantiFERON-TB Gold Plus and tuberculosis disease status. J Infect 2019; 78:299-304. [PMID: 30707912 DOI: 10.1016/j.jinf.2019.01.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/03/2018] [Accepted: 01/24/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Clinical application of the CD8 response as measured by the newer interferon gamma release assay, QuantiFERON-TB Gold-Plus (QFT-Plus), remains to be investigated. METHOD We performed this prospective study and recruited active TB patients, contacts with latent tuberculosis infection (LTBI) and contacts without LTBI in two centres in northern Taiwan in 2017. Subjects were tested with both QuantiFERON-TB Gold In-Tube (QFT-GIT) and QFT-Plus. LTBI was defined by positive result by QFT-GIT and exclusion of active TB. RESULTS A total of 336 participants (118 uninfected contacts, 105 LTBI, 113 active TB) were included. The concordance rate of QFT-GIT and QFT-Plus was high (n = 300, 89.3%). The kappa value was 0.811 among contacts and 0.708 among active TB. While TB1 and TB2 quantitative responses were not different between active TB and LTBI (TB1: 1.74 ± 2.73 IU/ml vs. 2.03 ± 2.28 IU/ml, p = 0.403; TB2: 2.21 ± 3.09 IU/ml vs. 2.15 ± 2.40 IU/ml, p = 0.867), CD8 response was higher in active TB than LTBI (0.47 ± 1.53 IU/ml vs. -0.06 ± 1.47 IU/ml, p = 0.011). Culture-confirmed TB had a higher CD8 response compared with LTBI (0.63 ± 1.74 IU/ml vs. -0.05 ± 1.47 IU/ml, p = 0.004). CONCLUSIONS This study demonstrated specific CD8 responses among uninfected contacts, LTBI as well as active TB.
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Affiliation(s)
- Meng-Rui Lee
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Chia-Hao Chang
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Lih-Yu Chang
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Chung Chuang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsin-Yun Sun
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jann-Tay Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jann-Yuan Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
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16
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Wilson D, Moosa MYS, Cohen T, Cudahy P, Aldous C, Maartens G. Evaluation of Tuberculosis Treatment Response With Serial C-Reactive Protein Measurements. Open Forum Infect Dis 2018; 5:ofy253. [PMID: 30474046 PMCID: PMC6240901 DOI: 10.1093/ofid/ofy253] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 10/05/2018] [Indexed: 12/21/2022] Open
Abstract
Background Novel biomarkers are needed to assess response to antituberculosis therapy in smear-negative patients. Methods To evaluate the utility of C-reactive protein (CRP) in monitoring response to antituberculosis therapy, we conducted a post hoc analysis on a cohort of adults with symptoms of tuberculosis and negative sputum smears in a high–tuberculosis and HIV prevalence setting in KwaZulu-Natal, South Africa. Serial changes in CRP, weight, and hemoglobin were evaluated over 8 weeks. Results Four hundred twenty-one participants being evaluated for smear-negative tuberculosis were enrolled, and 33 were excluded. Two hundred ninety-five were treated for tuberculosis (137 confirmed, 158 possible), and 93 did not have tuberculosis. One hundred and eighty-three of 213 (86%) participants who agreed to HIV testing were HIV positive. At week 8, the on-treatment median CRP reduction in the tuberculosis group (interquartile range [IQR]) was 79.5% (25.4% to 91.7%), the median weight gain was 2.3% (−1.0% to 5.6%), and the median hemoglobin increase was 7.0% (0.8% to 18.9%); P < .0001 for baseline to week 8 comparison of absolute median values. Only CRP changed significantly at week 2 (median reduction [IQR], 75.1% [46.9% to 89.2%]) in the group with confirmed tuberculosis and in the possible tuberculosis group (median reduction [IQR], 49.0% [−0.4% to 80.9%]). Failure of CRP to reduce to ≤55% of the baseline value at week 2 predicted hospitalization or death in both tuberculosis groups, with 99% negative predictive value. Conclusions Change in CRP may have utility in early evaluation of response to antituberculosis treatment and to identify those at increased risk of adverse outcomes.
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Affiliation(s)
- Douglas Wilson
- Department of Internal Medicine, Edendale Hospital, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Mahomed-Yunus S Moosa
- Division of Medicine, Department of Infectious Diseases, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Ted Cohen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut
| | - Patrick Cudahy
- Section of Infectious Disease, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Collen Aldous
- School of Clinical Medicine, Nelson R Mandela (NRMSM) Campus, University of Durban, South Africa
| | - Gary Maartens
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
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17
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Zhao Y, Yang X, Zhang X, Yu Q, Zhao P, Wang J, Duan C, Li J, Johnson H, Feng X, Zhang H. IP-10 and RANTES as biomarkers for pulmonary tuberculosis diagnosis and monitoring. Tuberculosis (Edinb) 2018; 111:45-53. [PMID: 30029914 DOI: 10.1016/j.tube.2018.05.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 04/20/2018] [Accepted: 05/12/2018] [Indexed: 12/22/2022]
Abstract
OBJECTIVE We aimed to determine whether IP-10 and RANTES plasma levels can be used in diagnosis and monitoring of pulmonary tuberculosis (PTB). METHODS Plasma levels of cytokines/chemokines were measured using a Bio-Plex® multiplex cytokine assay system in a cohort containing 457 clinically suspected PTB patients including a training set (n = 41)and two independent test sets A (n = 242) and B (n = 174). RESULTS Plasma levels of IP-10 and RANTES were significantly higher in PTB patients than healthy controls' in both training and independent test sets (P < 0.05). Compared with other combinations, the combination of IP-10 and RANTES had the best performance with an AUC of 1.0 in training set. The performance characteristic of this model was successfully validated in independent test set A although this combination only resulted in a slightly improvement of AUC value in independent test set B. Plasma IP-10 and RANTES levels were weakly and positively correlated with blood glucose concentrations. Moreover, IP-10 levels were positively correlated with CRP and ESR in PTB patients. Furthermore, in response to therapy, both IP-10 and RANTES levels significantly decreased over the period of 6 months (P < 0.001). CONCLUSIONS Taken together, combination of IP-10 and RANTES could be potentially used as diagnostic and monitoring biomarker in PTB management.
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Affiliation(s)
- Yanfeng Zhao
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China; Beijing Research Institute for Tuberculosis Control, No 5, Dongguang Hutong, Xinjiekou, Beijing, 100035, China
| | - Xiqin Yang
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China
| | - Xuhui Zhang
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China
| | - Qin Yu
- Chaoyang District Center for Disease Control and Prevention, 25 Panjiayuan, Huaweili, Beijing, 100029, China
| | - Ping Zhao
- Chaoyang District Center for Disease Control and Prevention, 25 Panjiayuan, Huaweili, Beijing, 100029, China
| | - Jianxia Wang
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China
| | - Cuimi Duan
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China
| | - Jiangxue Li
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China
| | | | - Xiaoyan Feng
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China.
| | - Heqiu Zhang
- Department of Bio-diagnosis, Institute of Basic Medical Sciences, 27, Taiping Road, Beijing, 100850, China.
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18
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Goletti D, Lee MR, Wang JY, Walter N, Ottenhoff THM. Update on tuberculosis biomarkers: From correlates of risk, to correlates of active disease and of cure from disease. Respirology 2018; 23:455-466. [PMID: 29457312 DOI: 10.1111/resp.13272] [Citation(s) in RCA: 111] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2017] [Revised: 12/18/2017] [Accepted: 01/22/2018] [Indexed: 12/23/2022]
Abstract
Tuberculosis (TB) remains a devastating disease, yet despite its enormous toll on global health, tools to control TB are insufficient and often outdated. TB Biomarkers (TB-BM) would constitute extremely useful tools to measure infection status and predict outcome of infection, vaccination or therapy. There are several types of TB-BM: Correlate of Infection; Correlate of TB Disease; Correlate of Increased Risk of Developing Active TB Disease; Correlate of the Curative Response to Therapy; and Correlate of Protection (CoP). Most TB-BM currently studied are host-derived BM, and consist of transcriptomic, proteomic, metabolomic, cellular markers or marker combinations ('signatures'). In particular, vaccine-inducible CoP are expected to be transformative in developing new TB vaccines as they will de-risk vaccine research and development (R&D) as well as human testing at an early stage. In addition, CoP could also help minimizing the need for preclinical studies in experimental animals. Of key importance is that TB-BM are tested and validated in different well-characterized human TB cohorts, preferably with complementary profiles and geographically diverse populations: genetic and environmental factors such as (viral) coinfections, exposure to non-tuberculous mycobacteria, nutritional status, metabolic status, age (infants vs children vs adolescents vs adults) and other factors impact host immune set points and host responses across different populations. In this study, we review the most recent advances in research into TB-BM for the diagnosis of active TB, risk of TB development and treatment-induced TB cure.
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Affiliation(s)
- Delia Goletti
- Translational Research Unit, Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases "L. Spallanzani", Rome, Italy
| | - Meng-Rui Lee
- Department of Internal Medicine, National Taiwan University Hospital, Hsinchu, Taiwan
| | - Jann-Yuan Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Nicholas Walter
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
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19
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The crucial roles of Th17-related cytokines/signal pathways in M. tuberculosis infection. Cell Mol Immunol 2017; 15:216-225. [PMID: 29176747 DOI: 10.1038/cmi.2017.128] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 10/14/2017] [Accepted: 10/15/2017] [Indexed: 12/19/2022] Open
Abstract
Interleukin-17 (IL-17), IL-21, IL-22 and IL-23 can be grouped as T helper 17 (Th17)-related cytokines because they are either produced by Th17/Th22 cells or involved in their development. Here, we review Th17-related cytokines/Th17-like cells, networks/signals and their roles in immune responses or immunity against Mycobacterium tuberculosis (Mtb) infection. Published studies suggest that Th17-related cytokine pathways may be manipulated by Mtb microorganisms for their survival benefits in primary tuberculosis (TB). In addition, there is evidence that immune responses of the signal transducer and activator of transcription 3 (STAT3) signal pathway and Th17-like T-cell subsets are dysregulated or destroyed in patients with TB. Furthermore, Mtb infection can impact upstream cytokines in the STAT3 pathway of Th17-like responses. Based on these findings, we discuss the need for future studies and the rationale for targeting Th17-related cytokines/signals as a potential adjunctive treatment.
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20
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Nouhin J, Pean P, Madec Y, Chevalier MF, Didier C, Borand L, Blanc FX, Scott-Algara D, Laureillard D, Weiss L. Interleukin-1 receptor antagonist, a biomarker of response to anti-TB treatment in HIV/TB co-infected patients. J Infect 2017; 74:456-465. [PMID: 28189712 DOI: 10.1016/j.jinf.2017.01.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 01/10/2017] [Accepted: 01/16/2017] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Despite the high frequency of tuberculosis-associated immune reconstitution inflammatory syndrome (TB-IRIS) in human immunodeficiency virus (HIV)/TB co-infected patients, no diagnostic test is available. Here, we investigated whether monocyte/macrophage activation markers can predict TB-IRIS occurrence and if they are modulated by anti-TB treatment. METHODS Frozen plasma was obtained from 127 HIV/TB co-infected adults naïve for antiretroviral therapy, enrolled in the CAMELIA trial, 36 of whom developed TB-IRIS. Concentrations of IL-1Ra, sCD14, and sCD163 were measured at anti-TB treatment onset (baseline), after 8 weeks of anti-TB treatment and at TB-IRIS time. RESULTS At baseline, IL-1Ra and sCD14 concentrations were similar in TB-IRIS and non-IRIS patients. sCD163 concentrations, although significantly higher in TB-IRIS patients, did not remain associated with TB-IRIS occurrence in multivariate analysis. At the time of TB-IRIS, patients displayed higher concentrations of IL-1Ra (p = 0.002) and sCD14 (p < 0.001). The most striking result was the significant decrease in IL-1Ra after 8 weeks of anti-TB treatment (median reduction: -63% (p < 0.0001)). CONCLUSIONS None of the biomarkers tested was associated with TB-IRIS occurrence. However, repeated measurement of IL-1Ra could help for the diagnosis of TB-IRIS. The substantial reduction of IL-1Ra under treatment suggests that IL-1Ra could be a surrogate biomarker of anti-TB treatment response in HIV-infected patients.
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Affiliation(s)
- Janin Nouhin
- HIV/Hepatitis Unit, Pasteur Institute in Cambodia, Phnom Penh, Cambodia; Université Paris Diderot-Paris 7, Sorbonne Paris-Cité, Paris, France
| | - Polidy Pean
- Immunology Platform, Pasteur Institute in Cambodia, Phnom Penh, Cambodia
| | - Yoann Madec
- Unité d'Epidémiologie des Maladies Emergentes, Institut Pasteur, Paris, France
| | - Mathieu F Chevalier
- Unité "Régulation des Infections Rétrovirales", Institut Pasteur, Paris, France
| | - Celine Didier
- Unité "Régulation des Infections Rétrovirales", Institut Pasteur, Paris, France
| | - Laurence Borand
- Epidemiology and Public Health Unit, Pasteur Institute in Cambodia, Phnom Penh, Cambodia
| | | | - Daniel Scott-Algara
- Unité "Régulation des Infections Rétrovirales", Institut Pasteur, Paris, France
| | - Didier Laureillard
- Infectious and Tropical Diseases Department, University Hospital, Nîmes, France
| | - Laurence Weiss
- Unité "Régulation des Infections Rétrovirales", Institut Pasteur, Paris, France; AP-HP, Hôpital Européen Georges Pompidou, Paris, France; Université Paris Descartes, Sorbonne Paris-Cité, Paris, France.
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21
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Associations between systemic inflammation, mycobacterial loads in sputum and radiological improvement after treatment initiation in pulmonary TB patients from Brazil: a prospective cohort study. BMC Infect Dis 2016; 16:368. [PMID: 27494953 PMCID: PMC4974760 DOI: 10.1186/s12879-016-1736-3] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 07/27/2016] [Indexed: 12/26/2022] Open
Abstract
Background Mycobacterium tuberculosis infection is known to cause inflammation and lung tissue damage in high-risk populations. Nevertheless, direct associations between mycobacterial loads, systemic inflammation and pulmonary lesions upon treatment initiation have not been fully characterized. In the present exploratory study, we prospectively depict the immune profile, microbial clearance and evolution of radiographic lesions in a pulmonary tuberculosis (PTB) patient cohort before and 60 days after anti-tuberculous treatment (ATT) initiation. Methods Circulating levels of cytokines (IL-2, IL-4, IL-6, IL-10, IFN-γ, TNF-α) and C-reactive protein (CRP), as well as values of erythrocyte sedimentation rate (ESR) were measured in cryopreserved serum samples obtained from 73 PTB patients at pre-ATT and day 60 of treatment. Changes of the immune profile over time were compared with mycobacterial loads in sputum and culture conversion at day 60 of ATT. Additional analyses tested associations between improvement of chest radiographic lesions at day 60 and pre-treatment status of inflammation and mycobacterial loads. Results Within the inflammatory parameters evaluated, values of CRP, IL-2, IL-4, TNF-α and ESR significantly decreased upon treatment initiation. On the converse, IL-10 levels substantially increased at day 60 of ATT, whereas concentrations of IL-6 and IFN-γ remained unchanged. Multidimensional analyses revealed that ESR, IL-2, IL-4 and CRP were the parameters with the highest power to discriminate individuals before and after treatment initiation. We further demonstrated that higher bacterial loads in sputum at pre-ATT were associated with increased systemic inflammation and higher risk for positive M. tuberculosis sputum cultures at day 60 of treatment. Furthermore, we found that pre-ATT mycobacterial loads in sputum and systemic inflammation synergistically associated with the status of radiographic lesions during treatment (Relative risk for chest X-ray improvement: 10.0, 95 % confidence interval: 2.4–40.0, P = 0.002). Conclusions M. tuberculosis loads in sputum are directly associated to the status of systemic inflammation and potentially impact the immune profile, culture conversion and evolution of lung lesions upon ATT initiation. Electronic supplementary material The online version of this article (doi:10.1186/s12879-016-1736-3) contains supplementary material, which is available to authorized users.
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Omote N, Kondoh Y, Taniguchi H, Kimura T, Kataoka K, Hasegawa R, Hasegawa Y. Acute respiratory distress syndrome due to severe pulmonary tuberculosis treated with extracorporeal membrane oxygenation: A case report and review of the literature. Respir Med Case Rep 2016; 19:31-3. [PMID: 27408786 PMCID: PMC4927661 DOI: 10.1016/j.rmcr.2016.06.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 06/04/2016] [Accepted: 06/08/2016] [Indexed: 12/05/2022] Open
Abstract
Mortality in patients with pulmonary tuberculosis remains high, especially in those who develop acute respiratory distress syndrome (ARDS). We report on a-48-year-old man with ARDS due to severe pulmonary tuberculosis who was rescued by extracorporeal membrane oxygenation (ECMO). He was initially hospitalized in the intensive care unit and noninvasive positive-pressure ventilation started. He was also administered anti-tuberculosis drugs and received systemic corticosteroid therapy. Six days later, further deterioration of gas exchange prompted the decision to intubate. However, he experienced progressive deterioration of arterial oxygenation despite conventional ventilatory support. We therefore decided to administer ECMO on day 9. After initiation of these treatments and ECMO support, pulmonary infiltrate and oxygenation status gradually improved and ECMO was discontinued on day 52. The patient was finally discharged from our hospital without severe disability. ECMO should be considered one of the treatment options for the management of ARDS due to severe pulmonary tuberculosis.
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Affiliation(s)
- Norihito Omote
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, Seto, Aichi, Japan
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Japan
| | - Yasuhiro Kondoh
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, Seto, Aichi, Japan
- Corresponding author. Department of Respiratory Medicine and Allergy, Tosei General Hospital, 160 Nishioiwake-cho, Seto, Aichi 489-8642, Japan.Department of Respiratory Medicine and AllergyTosei General Hospital160 Nishioiwake-choSetoAichi489-8642Japan
| | - Hiroyuki Taniguchi
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, Seto, Aichi, Japan
| | - Tomoki Kimura
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, Seto, Aichi, Japan
| | - Kensuke Kataoka
- Department of Respiratory Medicine and Allergy, Tosei General Hospital, Seto, Aichi, Japan
| | - Ryuichi Hasegawa
- Department of Emergency and Intensive Care Medicine, Intensive Care Unit, Tosei General Hospital, Seto, Aichi, Japan
- Department of Emergency and Critical Care Medicine, Mito Clinical Education and Training Center, Tsukuba University Hospital, Mito Kyodo General Hospital, Mito, Ibaraki, Japan
| | - Yoshinori Hasegawa
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, Japan
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Hofman S, Segers MM, Ghimire S, Bolhuis MS, Sturkenboom MGG, Van Soolingen D, Alffenaar JWC. Emerging drugs and alternative possibilities in the treatment of tuberculosis. Expert Opin Emerg Drugs 2016; 21:103-16. [PMID: 26848966 DOI: 10.1517/14728214.2016.1151000] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Tuberculosis (TB) remains a global health problem. Drug resistance, treatment duration, complexity, and adverse drug reactions associated with anti-TB regimens are associated with treatment failure, prolonged infectiousness and relapse. With the current set of anti-TB drugs the goal to end TB has not been met. New drugs and new treatment regimens are needed to eradicate TB. AREAS COVERED Literature was explored to select publications on drugs currently in phase II and phase III trials. These include new chemical entities, immunotherapy, established drugs in new treatment regimens and vaccines for the prophylaxis of TB. EXPERT OPINION Well designed trials, with detailed pharmacokinetic/pharmacodynamic analysis, in which information on drug exposure and drug susceptibility of the entire anti-TB regimen is included, in combination with long-term follow-up will provide relevant data to optimize TB treatment. The new multi arm multistage trial design could be used to test new combinations of compounds, immunotherapy and therapeutic vaccines. This new approach will both reduce the number of patients exposed to inferior treatment and the financial burden. Moreover, it will speed up drug evaluation. Considering the investments involved in development of new drugs it is worthwhile to thoroughly investigate existing, non-TB drugs in new regimens.
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Affiliation(s)
- S Hofman
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
| | - M M Segers
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
| | - S Ghimire
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
| | - M S Bolhuis
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
| | - M G G Sturkenboom
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
| | - D Van Soolingen
- b Departments of Pulmonary Diseases and Medical Microbiology , Nijmegen Medical Center, Radboud University , Nijmegen , The Netherlands.,c National Tuberculosis Reference Laboratory , National Institute for Public Health and the Environment (RIVM) , Bilthoven , The Netherlands
| | - J W C Alffenaar
- a University of Groningen , University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology , Groningen , the Netherlands
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