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Said B, Charlie L, Getachew E, Wanjiru CL, Abebe M, Manyazewal T. Molecular bacterial load assay versus culture for monitoring treatment response in adults with tuberculosis. SAGE Open Med 2021; 9:20503121211033470. [PMID: 34349999 PMCID: PMC8287413 DOI: 10.1177/20503121211033470] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 06/30/2021] [Indexed: 11/16/2022] Open
Abstract
The lack of rapid, sensitive, and deployable tuberculosis diagnostic tools is
hampering the early diagnosis of tuberculosis and early detection of treatment
failures. The conventional sputum smear microscopy or Xpert MTB/RIF assay cannot
distinguish between alive and dead bacilli and the culture method delays
providing results. Tuberculosis molecular bacterial load assay is a reverse
transcriptase real-time quantitative polymerase chain reaction that quantifies
viable tuberculosis bacillary load as a marker of treatment response for
patients on anti-tuberculosis therapy. However, results are not synthesized
enough to inform its comparative advantage to tuberculosis culture technique
which is yet the gold standard of care. With this review, we searched electronic
databases, including PubMed, Embase, and Web of Science, from March 2011 up to
February 2021 for clinical trials or prospective cohort studies that compared
tuberculosis molecular bacterial load assay with tuberculosis culture in adults.
We included eight studies that meet the inclusion criteria. Tuberculosis
molecular bacterial load assay surpasses culture in monitoring patients with
tuberculosis during the first few weeks of anti-tuberculosis treatment. It is
more desirable over culture for its shorter time to results, almost zero rates
of contamination, need for less expertise on the method, early rate of decline,
lower running cost, and reproducibility. Its rapid and specific tuberculosis
treatment monitoring competency benefits patients and healthcare providers to
monitor changes of bacillary load among isolates with drug-susceptible or
resistance to anti-tuberculosis regimens. Despite of the high installing cost of
the tuberculosis molecular bacterial load assay method, molecular expertise, and
a well-equipped laboratory, tuberculosis molecular bacterial load assay is a
cost-effective method with comparison to culture in operational running. To
achieve maximum utility in high tuberculosis burden settings, an intensive
initial investment in nucleic acid extraction and polymerase chain reaction
equipment, training in procedures, and streamlining laboratory supply
procurement systems are crucial. More evidence is needed to demonstrate the
potential large-scale and sustainable use of tuberculosis molecular bacterial
load assay over culture in resource-constrained settings.
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Affiliation(s)
- Bibie Said
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,Kibong'oto National Tuberculosis Hospital, Kilimanjaro, Tanzania
| | - Loveness Charlie
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Emnet Getachew
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,Department of Public Health, College of Health Science, Arsi University, Asella, Ethiopia
| | - Catherine Lydiah Wanjiru
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Mekdelawit Abebe
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,St. Peter Tuberculosis Specialized Hospital, Addis Ababa, Ethiopia
| | - Tsegahun Manyazewal
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Meyvisch P, Kambili C, Andries K, Lounis N, Theeuwes M, Dannemann B, Vandebosch A, Van der Elst W, Molenberghs G, Alonso A. Evaluation of six months sputum culture conversion as a surrogate endpoint in a multidrug resistant-tuberculosis trial. PLoS One 2018; 13:e0200539. [PMID: 30024924 PMCID: PMC6053142 DOI: 10.1371/journal.pone.0200539] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 06/27/2018] [Indexed: 11/18/2022] Open
Abstract
The emergence of multidrug resistant-tuberculosis (MDR-TB), defined as Mycobacterium tuberculosis strains with in vitro resistance to at least isoniazid and rifampicin, has necessitated evaluation and validation of appropriate surrogate endpoints for treatment response in drug trials for MDR-TB. The trial that has demonstrated efficacy of bedaquiline, a diarylquinoline that inhibits mycobacterial ATP synthase, possesses the requisite features to conduct this evaluation. Approval of bedaquiline for use in MDR-TB was based primarily on the results of the controlled C208 Stage II study (ClinicalTrials.gov number, NCT00449644) including 160 patients randomized 1:1 to receive bedaquiline or placebo for 24 weeks when added to an 18-24-month preferred five-drug background regimen. Since randomization in C208 Stage II was preserved until study end, the trial results allow for the investigation of the complex relationship between sustained durable outcome with either Week 8 or Week 24 culture conversion as putative surrogate endpoints. The relationship between Week 120 outcome with Week 8 or Week 24 culture conversion was investigated using a descriptive analysis and with a recently developed statistical methodology for surrogate endpoint evaluation using methods of causal inference. The results demonstrate that sputum culture conversion at 24 weeks is more reliable than sputum culture conversion at 8 weeks when assessing the outcome of adding one new drug to a MDR-TB regimen.
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Affiliation(s)
- Paul Meyvisch
- Janssen Pharmaceutica, Beerse, Belgium
- I-BioStat, Universiteit Hasselt, Diepenbeek, Belgium
- * E-mail:
| | - Chrispin Kambili
- Johnson & Johnson Global Services, Raritan, NJ, United States of America
| | | | | | | | - Brian Dannemann
- Janssen Research & Development, Titusville, NJ, United States of America
| | | | | | - Geert Molenberghs
- I-BioStat, Universiteit Hasselt, Diepenbeek, Belgium
- I-BioStat, KU Leuven, Leuven, Belgium
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3
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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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4
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Ferrian S, Manca C, Lubbe S, Conradie F, Ismail N, Kaplan G, Gray CM, Fallows D. A combination of baseline plasma immune markers can predict therapeutic response in multidrug resistant tuberculosis. PLoS One 2017; 12:e0176660. [PMID: 28464011 PMCID: PMC5413057 DOI: 10.1371/journal.pone.0176660] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Accepted: 04/16/2017] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE To identify plasma markers predictive of therapeutic response in patients with multidrug resistant tuberculosis (MDR-TB). METHODS Fifty HIV-negative patients with active pulmonary MDR-TB were analysed for six soluble analytes in plasma at the time of initiating treatment (baseline) and over six months thereafter. Patients were identified as sputum culture positive or negative at baseline. Culture positive patients were further stratified by the median time to sputum culture conversion (SCC) as fast responders (< 76 days) or slow responders (≥ 76 days). Chest X-ray scores, body mass index, and sputum smear microscopy results were obtained at baseline. RESULTS Unsupervised hierarchical clustering revealed that baseline plasma levels of IP-10/CXCL10, VEGF-A, SAA and CRP could distinguish sputum culture and cavitation status of patients. Among patients who were culture positive at baseline, there were significant positive correlations between plasma levels of CRP, SAA, VEGF-A, sIL-2Rα/CD40, and IP-10 and delayed SCC. Using linear discriminant analysis (LDA) and Receiver Operating Curves (ROC), we showed that a combination of MCP-1/CCL2, IP-10, sIL-2Rα, SAA, CRP and AFB smear could distinguish fast from slow responders and were predictive of delayed SCC with high sensitivity and specificity. CONCLUSION Plasma levels of specific chemokines and inflammatory markers measured before MDR-TB treatment are candidate predictive markers of delayed SCC. These findings require validation in a larger study.
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Affiliation(s)
- Selena Ferrian
- Division of Immunology, Institute of Infectious Disease and Molecular Medicine and National Health Laboratory Services, University of Cape Town, Cape Town, South Africa
| | - Claudia Manca
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
| | - Sugnet Lubbe
- Department of Statistical Sciences, University of Cape Town, Cape Town, South Africa
| | - Francesca Conradie
- Right to Care and the Clinical HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Nazir Ismail
- Centre for Tuberculosis, National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Gilla Kaplan
- Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Clive M. Gray
- Division of Immunology, Institute of Infectious Disease and Molecular Medicine and National Health Laboratory Services, University of Cape Town, Cape Town, South Africa
| | - Dorothy Fallows
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
- * E-mail:
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5
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Correia CN, Nalpas NC, McLoughlin KE, Browne JA, Gordon SV, MacHugh DE, Shaughnessy RG. Circulating microRNAs as Potential Biomarkers of Infectious Disease. Front Immunol 2017; 8:118. [PMID: 28261201 PMCID: PMC5311051 DOI: 10.3389/fimmu.2017.00118] [Citation(s) in RCA: 140] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 01/25/2017] [Indexed: 12/12/2022] Open
Abstract
microRNAs (miRNAs) are a class of small non-coding endogenous RNA molecules that regulate a wide range of biological processes by post-transcriptionally regulating gene expression. Thousands of these molecules have been discovered to date, and multiple miRNAs have been shown to coordinately fine-tune cellular processes key to organismal development, homeostasis, neurobiology, immunobiology, and control of infection. The fundamental regulatory role of miRNAs in a variety of biological processes suggests that differential expression of these transcripts may be exploited as a novel source of molecular biomarkers for many different disease pathologies or abnormalities. This has been emphasized by the recent discovery of remarkably stable miRNAs in mammalian biofluids, which may originate from intracellular processes elsewhere in the body. The potential of circulating miRNAs as biomarkers of disease has mainly been demonstrated for various types of cancer. More recently, however, attention has focused on the use of circulating miRNAs as diagnostic/prognostic biomarkers of infectious disease; for example, human tuberculosis caused by infection with Mycobacterium tuberculosis, sepsis caused by multiple infectious agents, and viral hepatitis. Here, we review these developments and discuss prospects and challenges for translating circulating miRNA into novel diagnostics for infectious disease.
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Affiliation(s)
- Carolina N Correia
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin , Dublin , Ireland
| | - Nicolas C Nalpas
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin , Dublin , Ireland
| | - Kirsten E McLoughlin
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin , Dublin , Ireland
| | - John A Browne
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin , Dublin , Ireland
| | - Stephen V Gordon
- UCD School of Veterinary Medicine, University College Dublin, Dublin, Ireland; University College Dublin, UCD Conway Institute of Biomolecular and Biomedical Research, Dublin, Ireland
| | - David E MacHugh
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland; University College Dublin, UCD Conway Institute of Biomolecular and Biomedical Research, Dublin, Ireland
| | - Ronan G Shaughnessy
- UCD School of Veterinary Medicine, University College Dublin , Dublin , Ireland
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Petruccioli E, Scriba TJ, Petrone L, Hatherill M, Cirillo DM, Joosten SA, Ottenhoff TH, Denkinger CM, Goletti D. Correlates of tuberculosis risk: predictive biomarkers for progression to active tuberculosis. Eur Respir J 2016; 48:1751-1763. [PMID: 27836953 PMCID: PMC5898936 DOI: 10.1183/13993003.01012-2016] [Citation(s) in RCA: 136] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 09/08/2016] [Indexed: 02/06/2023]
Abstract
New approaches to control the spread of tuberculosis (TB) are needed, including tools to predict development of active TB from latent TB infection (LTBI). Recent studies have described potential correlates of risk, in order to inform the development of prognostic tests for TB disease progression. These efforts have included unbiased approaches employing “omics” technologies, as well as more directed, hypothesis-driven approaches assessing a small set or even individual selected markers as candidate correlates of TB risk. Unbiased high-throughput screening of blood RNAseq profiles identified signatures of active TB risk in individuals with LTBI, ≥1 year before diagnosis. A recent infant vaccination study identified enhanced expression of T-cell activation markers as a correlate of risk prior to developing TB; conversely, high levels of Ag85A antibodies and high frequencies of interferon (IFN)-γ specific T-cells were associated with reduced risk of disease. Others have described CD27−IFN-γ+CD4+ T-cells as possibly predictive markers of TB disease. T-cell responses to TB latency antigens, including heparin-binding haemagglutinin and DosR-regulon-encoded antigens have also been correlated with protection. Further studies are needed to determine whether correlates of risk can be used to prevent active TB through targeted prophylactic treatment, or to allow targeted enrolment into efficacy trials of new TB vaccines and therapeutic drugs. Promising biomarkers may allow accurate prediction of progression from infection to active TB diseasehttp://ow.ly/OzCL304ezfk
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Affiliation(s)
- Elisa Petruccioli
- Dept of Epidemiology and Preclinical Research, Translational Research Unit, National Institute for Infectious Diseases "L. Spallanzani", Rome, Italy
| | - Thomas J Scriba
- South African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine, Cape Town, South Africa.,Division of Immunology, Dept of Pathology, University of Cape Town, Cape Town, South Africa
| | - Linda Petrone
- Dept of Epidemiology and Preclinical Research, Translational Research Unit, National Institute for Infectious Diseases "L. Spallanzani", Rome, Italy
| | - Mark Hatherill
- South African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine, Cape Town, South Africa.,Division of Immunology, Dept of Pathology, University of Cape Town, Cape Town, South Africa
| | - Daniela M Cirillo
- Emerging Bacterial Pathogens Unit, Division of Immunology and Infectious Diseases, San Raffaele Scientific Institute, HSR, Milan, Italy
| | | | | | | | - Delia Goletti
- Dept of Epidemiology and Preclinical Research, Translational Research Unit, National Institute for Infectious Diseases "L. Spallanzani", Rome, Italy
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Tuberculosis--advances in development of new drugs, treatment regimens, host-directed therapies, and biomarkers. THE LANCET. INFECTIOUS DISEASES 2016; 16:e34-46. [PMID: 27036358 DOI: 10.1016/s1473-3099(16)00070-0] [Citation(s) in RCA: 197] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/27/2016] [Accepted: 01/29/2016] [Indexed: 12/24/2022]
Abstract
Tuberculosis is the leading infectious cause of death worldwide, with 9·6 million cases and 1·5 million deaths reported in 2014. WHO estimates 480,000 cases of these were multidrug resistant (MDR). Less than half of patients who entered into treatment for MDR tuberculosis successfully completed that treatment, mainly due to high mortality and loss to follow-up. These in turn illustrate weaknesses in current treatment regimens and national tuberculosis programmes, coupled with operational treatment challenges. In this Review we provide an update on recent developments in the tuberculosis drug-development pipeline (including new and repurposed antimicrobials and host-directed drugs) as they are applied to new regimens to shorten and improve outcomes of tuberculosis treatment. Several new or repurposed antimicrobial drugs are in advanced trial stages for MDR tuberculosis, and two new antimicrobial drug candidates are in early-stage trials. Several trials to reduce the duration of therapy in MDR and drug-susceptible tuberculosis are ongoing. A wide range of candidate host-directed therapies are being developed to accelerate eradication of infection, prevent new drug resistance, and prevent permanent lung injury. As these drugs have been approved for other clinical indications, they are now ready for repurposing for tuberculosis in phase 2 clinical trials. We assess risks associated with evaluation of new treatment regimens, and highlight opportunities to advance tuberculosis research generally through regulatory innovation in MDR tuberculosis. Progress in tuberculosis-specific biomarkers (including culture conversion, PET and CT imaging, and gene expression profiles) can support this innovation. Several global initiatives now provide unique opportunities to tackle the tuberculosis epidemic through collaborative partnerships between high-income countries and middle-income and low-income countries for clinical trials training and research, allowing funders to coordinate several national and regional programmes for greatest overall effect.
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Goletti D, Petruccioli E, Joosten SA, Ottenhoff THM. Tuberculosis Biomarkers: From Diagnosis to Protection. Infect Dis Rep 2016; 8:6568. [PMID: 27403267 PMCID: PMC4927936 DOI: 10.4081/idr.2016.6568] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 04/29/2016] [Indexed: 12/25/2022] Open
Abstract
New approaches to control tuberculosis (TB) worldwide are needed. In particular, new tools for diagnosis and new biomarkers are required to evaluate both pathogen and host key elements of the response to infection. Non-sputum based diagnostic tests, biomarkers predictive of adequate responsiveness to treatment, and biomarkers of risk of developing active TB disease are major goals. Here, we review the current state of the field. Although reports on new candidate biomarkers are numerous, validation and independent confirmation are rare. Efforts are needed to reduce the gap between the exploratory up-stream identification of candidate biomarkers, and the validation of biomarkers against clear clinical endpoints in different populations. This will need a major commitment from both scientists and funding bodies.
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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
| | - Elisa Petruccioli
- Translational Research Unit, Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases, L. Spallanzani , Rome, Italy
| | - Simone A Joosten
- Department of Infectious Diseases, Leiden University Medical Centre , The Netherlands
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Centre , The Netherlands
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Rockwood N, du Bruyn E, Morris T, Wilkinson RJ. Assessment of treatment response in tuberculosis. Expert Rev Respir Med 2016; 10:643-54. [PMID: 27030924 DOI: 10.1586/17476348.2016.1166960] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Antibiotic treatment of tuberculosis has a duration of several months. There is significant variability of the host immune response and the pharmacokinetic-pharmacodynamic properties of Mycobacterium tuberculosis sub-populations at the site of disease. A limitation of sputum-based measures of treatment response may be sub-optimal detection and monitoring of Mycobacterium tuberculosis sub-populations. Potential biomarkers and surrogate endpoints should be benchmarked against hard clinical outcomes (failure/relapse/death) and may need tailoring to specific patient populations. Here, we assess the evidence supporting currently utilized and future potential host and pathogen-based models and biomarkers for monitoring treatment response in active and latent tuberculosis. Biomarkers for monitoring treatment response in extrapulmonary, pediatric and drug resistant tuberculosis are research priorities.
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Affiliation(s)
- Neesha Rockwood
- a Department of Medicine , Imperial College London , London , UK.,b Clinical Infectious Diseases Research Initiative, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine , University of Cape Town , Observatory , South Africa
| | - Elsa du Bruyn
- b Clinical Infectious Diseases Research Initiative, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine , University of Cape Town , Observatory , South Africa
| | - Thomas Morris
- a Department of Medicine , Imperial College London , London , UK
| | - Robert J Wilkinson
- a Department of Medicine , Imperial College London , London , UK.,b Clinical Infectious Diseases Research Initiative, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine , University of Cape Town , Observatory , South Africa.,c The Francis Crick Institute Mill Hill Laboratory , London , UK
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