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Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development
BACKGROUND: The hollow-fibre system model of tuberculosis (HFS-TB) has been endorsed by regulators; however, application of HFS-TB requires a thorough understanding of intra- and inter-team variability, statistical power and quality controls. METHODS: Three teams evaluated regimens matching those in...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068422/ https://www.ncbi.nlm.nih.gov/pubmed/36794692 http://dx.doi.org/10.1093/jac/dkad029 |
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author | Gumbo, Tawanda Srivastava, Shashikant Deshpande, Devyani Pasipanodya, Jotam G Berg, Alexander Romero, Klaus Hermann, David Hanna, Debra |
author_facet | Gumbo, Tawanda Srivastava, Shashikant Deshpande, Devyani Pasipanodya, Jotam G Berg, Alexander Romero, Klaus Hermann, David Hanna, Debra |
author_sort | Gumbo, Tawanda |
collection | PubMed |
description | BACKGROUND: The hollow-fibre system model of tuberculosis (HFS-TB) has been endorsed by regulators; however, application of HFS-TB requires a thorough understanding of intra- and inter-team variability, statistical power and quality controls. METHODS: Three teams evaluated regimens matching those in the Rapid Evaluation of Moxifloxacin in Tuberculosis (REMoxTB) study, plus two high-dose rifampicin/pyrazinamide/moxifloxacin regimens, administered daily for up to 28 or 56 days against Mycobacterium tuberculosis (Mtb) under log-phase growth, intracellular growth or semidormant growth under acidic conditions. Target inoculum and pharmacokinetic parameters were pre-specified, and the accuracy and bias at achieving these calculated using percent coefficient of variation (%CV) at each sampling point and two-way analysis of variance (ANOVA). RESULTS: A total of 10 530 individual drug concentrations, and 1026 individual cfu counts were measured. The accuracy in achieving intended inoculum was >98%, and >88% for pharmacokinetic exposures. The 95% CI for the bias crossed zero in all cases. ANOVA revealed that the team effect accounted for <1% of variation in log(10) cfu/mL at each timepoint. The %CV in kill slopes for each regimen and different Mtb metabolic populations was 5.10% (95% CI: 3.36%–6.85%). All REMoxTB arms exhibited nearly identical kill slopes whereas high dose regimens were 33% faster. Sample size analysis revealed that at least three replicate HFS-TB units are needed to identify >20% difference in slope, with a power of >99%. CONCLUSIONS: HFS-TB is a highly tractable tool for choosing combination regimens with little variability between teams, and between replicates. |
format | Online Article Text |
id | pubmed-10068422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-100684222023-04-04 Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development Gumbo, Tawanda Srivastava, Shashikant Deshpande, Devyani Pasipanodya, Jotam G Berg, Alexander Romero, Klaus Hermann, David Hanna, Debra J Antimicrob Chemother Original Research BACKGROUND: The hollow-fibre system model of tuberculosis (HFS-TB) has been endorsed by regulators; however, application of HFS-TB requires a thorough understanding of intra- and inter-team variability, statistical power and quality controls. METHODS: Three teams evaluated regimens matching those in the Rapid Evaluation of Moxifloxacin in Tuberculosis (REMoxTB) study, plus two high-dose rifampicin/pyrazinamide/moxifloxacin regimens, administered daily for up to 28 or 56 days against Mycobacterium tuberculosis (Mtb) under log-phase growth, intracellular growth or semidormant growth under acidic conditions. Target inoculum and pharmacokinetic parameters were pre-specified, and the accuracy and bias at achieving these calculated using percent coefficient of variation (%CV) at each sampling point and two-way analysis of variance (ANOVA). RESULTS: A total of 10 530 individual drug concentrations, and 1026 individual cfu counts were measured. The accuracy in achieving intended inoculum was >98%, and >88% for pharmacokinetic exposures. The 95% CI for the bias crossed zero in all cases. ANOVA revealed that the team effect accounted for <1% of variation in log(10) cfu/mL at each timepoint. The %CV in kill slopes for each regimen and different Mtb metabolic populations was 5.10% (95% CI: 3.36%–6.85%). All REMoxTB arms exhibited nearly identical kill slopes whereas high dose regimens were 33% faster. Sample size analysis revealed that at least three replicate HFS-TB units are needed to identify >20% difference in slope, with a power of >99%. CONCLUSIONS: HFS-TB is a highly tractable tool for choosing combination regimens with little variability between teams, and between replicates. Oxford University Press 2023-02-16 /pmc/articles/PMC10068422/ /pubmed/36794692 http://dx.doi.org/10.1093/jac/dkad029 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of British Society for Antimicrobial Chemotherapy. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Research Gumbo, Tawanda Srivastava, Shashikant Deshpande, Devyani Pasipanodya, Jotam G Berg, Alexander Romero, Klaus Hermann, David Hanna, Debra Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title | Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title_full | Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title_fullStr | Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title_full_unstemmed | Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title_short | Hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
title_sort | hollow-fibre system model of tuberculosis reproducibility and performance specifications for best practice in drug and combination therapy development |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068422/ https://www.ncbi.nlm.nih.gov/pubmed/36794692 http://dx.doi.org/10.1093/jac/dkad029 |
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