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1.
Am J Respir Crit Care Med ; 209(12): 1486-1496, 2024 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-38647526

RESUMO

Rationale: Standardized dosing of antitubercular drugs leads to variable plasma drug levels, which are associated with adverse drug reactions, delayed treatment response, and relapse. Mutations in genes affecting drug metabolism explain considerable interindividual pharmacokinetic variability; however, pharmacogenomic assays that predict metabolism of antitubercular drugs have been lacking. Objectives: We sought to develop a Nanopore sequencing panel and validate its performance in patients with active tuberculosis (TB) to personalize treatment dosing. Methods: We developed a Nanopore sequencing panel targeting 15 SNPs in five genes affecting the metabolism of antitubercular drugs. For validation, we sequenced DNA samples (n = 48) from the 1,000 Genomes Project and compared the variant calling accuracy with that of Illumina genome sequencing. We then sequenced DNA samples from patients with active TB (n = 100) from South Africa on a MinION Mk1C and evaluated the relationship between genotypes and pharmacokinetic parameters for isoniazid (INH) and rifampin (RIF). Measurements and Main Results: The pharmacogenomic panel achieved 100% concordance with Illumina sequencing in variant identification for the samples from the 1,000 Genomes Project. In the clinical cohort, coverage was more than 100× for 1,498 of 1,500 (99.8%) amplicons across the 100 samples. Thirty-three percent, 47%, and 20% of participants were identified as slow, intermediate, and rapid INH acetylators, respectively. INH clearance was 2.2 times higher among intermediate acetylators and 3.8 times higher among rapid acetylators, compared with slow acetylators (P < 0.0001). RIF clearance was 17.3% (2.50-29.9) lower in individuals with homozygous AADAC rs1803155 G→A substitutions (P = 0.0015). Conclusions: Targeted sequencing can enable the detection of polymorphisms that influence TB drug metabolism on a low-cost, portable instrument to personalize dosing for TB treatment or prevention.


Assuntos
Antituberculosos , Sequenciamento por Nanoporos , Polimorfismo de Nucleotídeo Único , Tuberculose , Humanos , Antituberculosos/uso terapêutico , Antituberculosos/farmacocinética , Feminino , Masculino , Adulto , Tuberculose/tratamento farmacológico , Tuberculose/genética , Sequenciamento por Nanoporos/métodos , Polimorfismo de Nucleotídeo Único/genética , Pessoa de Meia-Idade , Medicina de Precisão/métodos , Isoniazida/uso terapêutico , Isoniazida/farmacocinética , Rifampina , Testes Farmacogenômicos/métodos , Farmacogenética/métodos , África do Sul , Adulto Jovem
2.
Am J Respir Crit Care Med ; 210(3): 343-351, 2024 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-38564365

RESUMO

Rationale: Observational studies suggest that high-dose isoniazid may be efficacious in treating multidrug-resistant tuberculosis. However, its activity against Mycobacterium tuberculosis (M.tb) with katG mutations (which typically confer high-level resistance) is not established. Objectives: To characterize the early bactericidal activity (EBA) of high-dose isoniazid in patients with tuberculosis caused by katG-mutated M.tb. Methods: A5312 was a phase IIA randomized, open-label trial. Participants with tuberculosis caused by katG-mutated M.tb were randomized to receive 15 or 20 mg/kg isoniazid daily for 7 days. Daily sputum samples were collected for quantitative culture. Intensive pharmacokinetic sampling was performed on Day 6. Data were pooled across all A5312 participants for analysis (drug-sensitive, inhA-mutated, and katG-mutated M.tb). EBA was determined using nonlinear mixed-effects modeling. Measurements and Main Results: Of 80 treated participants, 21 had katG-mutated M.tb. Isoniazid pharmacokinetics were best described by a two-compartment model with an effect of NAT2 acetylator phenotype on clearance. Model-derived maximum concentration and area under the concentration-time curve in the 15 and 20 mg/kg groups were 15.0 and 22.1 mg/L and 57.6 and 76.8 mg ⋅ h/L, respectively. Isoniazid bacterial kill was described using an effect compartment and a sigmoidal maximum efficacy relationship. Isoniazid potency against katG-mutated M.tb was approximately 10-fold lower than in inhA-mutated M.tb. The highest dose of 20 mg/kg did not demonstrate measurable EBA, except against a subset of slow NAT2 acetylators (who experienced the highest concentrations). There were no grade 3 or higher drug-related adverse events. Conclusions: This study found negligible bactericidal activity of high-dose isoniazid (15-20 mg/kg) in the majority of participants with tuberculosis caused by katG-mutated M.tb. Clinical trial registered with www.clinicaltrials.gov (NCT01936831).


Assuntos
Antituberculosos , Proteínas de Bactérias , Isoniazida , Mutação , Mycobacterium tuberculosis , Tuberculose Resistente a Múltiplos Medicamentos , Isoniazida/farmacocinética , Isoniazida/administração & dosagem , Isoniazida/farmacologia , Isoniazida/uso terapêutico , Humanos , Antituberculosos/farmacocinética , Antituberculosos/administração & dosagem , Antituberculosos/farmacologia , Antituberculosos/uso terapêutico , Feminino , Masculino , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Mycobacterium tuberculosis/efeitos dos fármacos , Mycobacterium tuberculosis/genética , Adulto , Pessoa de Meia-Idade , Proteínas de Bactérias/genética , Catalase/genética , Relação Dose-Resposta a Droga , Idoso , Testes de Sensibilidade Microbiana
3.
Clin Infect Dis ; 79(4): 983-989, 2024 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-38568956

RESUMO

BACKGROUND: One month of daily rifapentine + isoniazid (1HP) is an effective, ultrashort option for tuberculosis prevention in people with human immunodeficiency virus (HIV). However, rifapentine may decrease antiretroviral drug concentrations and increase the risk of virologic failure. AIDS Clinical Trials Group A5372 evaluated the effect of 1HP on the pharmacokinetics of twice-daily dolutegravir. METHODS: A5372 was a multicenter, pharmacokinetic study in people with HIV (≥18 years) already on dolutegravir-containing antiretroviral therapy with HIV RNA <50 copies/mL. Participants received daily rifapentine/isoniazid (600 mg/300 mg) for 28 days as part of 1HP. Dolutegravir was increased to 50 mg twice daily during 1HP, and intensive pharmacokinetic sampling was performed on day 0 (before 1HP) and on the final day of 1HP treatment. RESULTS: Thirty-two participants (41% female; 66% Black/African; median [Q1, Q3] age, 42 [34, 49] years) were included in the pharmacokinetic analysis; 31 had HIV RNA <50 copies/mL at the end of 1HP dosing. One participant had an HIV RNA of 160 copies/mL at day 28, with HIV RNA <50 copies/mL upon repeat testing on day 42. The median (Q1, Q3) dolutegravir trough concentration was 1751 ng/mL (1195, 2542) on day 0 versus 1987 ng/mL (1331, 2278) on day 28 (day 28:day 0 geometric mean ratio, 1.05 [90% confidence interval, .93-1.2]; P = .43). No serious adverse events were reported. CONCLUSIONS: Dolutegravir trough concentrations with 50 mg twice-daily dosing during 1HP treatment were greater than those with standard-dose dolutegravir once daily without 1HP. These pharmacokinetic, virologic, and safety data provide support for twice-daily dolutegravir use in combination with 1HP for tuberculosis prevention. CLINICAL TRIALS REGISTRATION: NCT04272242.


Assuntos
Infecções por HIV , Compostos Heterocíclicos com 3 Anéis , Isoniazida , Oxazinas , Piperazinas , Piridonas , Rifampina , Tuberculose , Humanos , Compostos Heterocíclicos com 3 Anéis/administração & dosagem , Compostos Heterocíclicos com 3 Anéis/farmacocinética , Compostos Heterocíclicos com 3 Anéis/uso terapêutico , Compostos Heterocíclicos com 3 Anéis/efeitos adversos , Feminino , Adulto , Masculino , Rifampina/análogos & derivados , Rifampina/administração & dosagem , Rifampina/farmacocinética , Rifampina/uso terapêutico , Isoniazida/administração & dosagem , Isoniazida/farmacocinética , Isoniazida/uso terapêutico , Infecções por HIV/tratamento farmacológico , Infecções por HIV/prevenção & controle , Pessoa de Meia-Idade , Tuberculose/prevenção & controle , Tuberculose/tratamento farmacológico , Antituberculosos/farmacocinética , Antituberculosos/administração & dosagem , Antituberculosos/uso terapêutico , Esquema de Medicação , Fármacos Anti-HIV/administração & dosagem , Fármacos Anti-HIV/farmacocinética , Fármacos Anti-HIV/uso terapêutico , Quimioterapia Combinada
4.
Antimicrob Agents Chemother ; 68(5): e0158323, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38597667

RESUMO

Clofazimine is included in drug regimens to treat rifampicin/drug-resistant tuberculosis (DR-TB), but there is little information about its interaction with other drugs in DR-TB regimens. We evaluated the pharmacokinetic interaction between clofazimine and isoniazid, linezolid, levofloxacin, and cycloserine, dosed as terizidone. Newly diagnosed adults with DR-TB at Klerksdorp/Tshepong Hospital, South Africa, were started on the then-standard treatment with clofazimine temporarily excluded for the initial 2 weeks. Pharmacokinetic sampling was done immediately before and 3 weeks after starting clofazimine, and drug concentrations were determined using validated liquid chromatography-tandem mass spectrometry assays. The data were interpreted with population pharmacokinetics in NONMEM v7.5.1 to explore the impact of clofazimine co-administration and other relevant covariates on the pharmacokinetics of isoniazid, linezolid, levofloxacin, and cycloserine. Clofazimine, isoniazid, linezolid, levofloxacin, and cycloserine data were available for 16, 27, 21, 21, and 6 participants, respectively. The median age and weight for the full cohort were 39 years and 52 kg, respectively. Clofazimine exposures were in the expected range, and its addition to the regimen did not significantly affect the pharmacokinetics of the other drugs except levofloxacin, for which it caused a 15% reduction in clearance. A posteriori power size calculations predicted that our sample sizes had 97%, 90%, and 87% power at P < 0.05 to detect a 30% change in clearance of isoniazid, linezolid, and cycloserine, respectively. Although clofazimine increased the area under the curve of levofloxacin by 19%, this is unlikely to be of great clinical significance, and the lack of interaction with other drugs tested is reassuring.


Assuntos
Antituberculosos , Clofazimina , Ciclosserina , Interações Medicamentosas , Isoniazida , Levofloxacino , Linezolida , Tuberculose Resistente a Múltiplos Medicamentos , Clofazimina/farmacocinética , Clofazimina/uso terapêutico , Humanos , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Adulto , Antituberculosos/farmacocinética , Antituberculosos/uso terapêutico , Masculino , Feminino , Linezolida/farmacocinética , Linezolida/uso terapêutico , Isoniazida/farmacocinética , Isoniazida/uso terapêutico , Levofloxacino/farmacocinética , Levofloxacino/uso terapêutico , Ciclosserina/farmacocinética , Ciclosserina/uso terapêutico , Pessoa de Meia-Idade , África do Sul , Adulto Jovem , Quimioterapia Combinada
5.
J Antimicrob Chemother ; 79(8): 2022-2030, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-38985541

RESUMO

BACKGROUND: In South Africa, an estimated 11% of the population have high alcohol use, a major risk factor for TB. Alcohol and other substance use are also associated with poor treatment response, with a potential mechanism being altered TB drug pharmacokinetics. OBJECTIVES: To investigate the impact of alcohol and illicit substance use on the pharmacokinetics of first-line TB drugs in participants with pulmonary TB. METHODS: We prospectively enrolled participants ≥15 years old, without HIV, and initiating drug-susceptible TB treatment in Worcester, South Africa. Alcohol use was measured via self-report and blood biomarkers. Other illicit substances were captured through a urine drug test. Plasma samples were drawn 1 month into treatment pre-dose, and 1.5, 3, 5 and 8 h post-dose. Non-linear mixed-effects modelling was used to describe the pharmacokinetics of rifampicin, isoniazid, pyrazinamide and ethambutol. Alcohol and drug use were tested as covariates. RESULTS: The study included 104 participants, of whom 70% were male, with a median age of 37 years (IQR 27-48). Alcohol use was high, with 42% and 28% of participants having moderate and high alcohol use, respectively. Rifampicin and isoniazid had slightly lower pharmacokinetics compared with previous reports, whereas pyrazinamide and ethambutol were consistent. No significant alcohol use effect was detected, other than 13% higher ethambutol clearance in participants with high alcohol use. Methaqualone use reduced rifampicin bioavailability by 19%. CONCLUSION: No clinically relevant effect of alcohol use was observed on the pharmacokinetics of first-line TB drugs, suggesting that poor treatment outcome is unlikely due to pharmacokinetic alterations. That methaqualone reduced rifampicin means dose adjustment may be beneficial.


Assuntos
Antituberculosos , Rifampina , Humanos , Masculino , Adulto , Feminino , Antituberculosos/farmacocinética , África do Sul , Pessoa de Meia-Idade , Estudos Prospectivos , Rifampina/farmacocinética , Isoniazida/farmacocinética , Consumo de Bebidas Alcoólicas/efeitos adversos , Tuberculose Pulmonar/tratamento farmacológico , Transtornos Relacionados ao Uso de Substâncias , Pirazinamida/farmacocinética , Pirazinamida/administração & dosagem , Etambutol/farmacocinética , Adulto Jovem
6.
J Antimicrob Chemother ; 79(6): 1362-1371, 2024 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-38598449

RESUMO

OBJECTIVES: To develop physiologically based pharmacokinetic (PBPK) models for widely used anti-TB drugs, namely rifampicin, pyrazinamide, isoniazid, ethambutol and moxifloxacin lung pharmacokinetics (PK)-regarding both healthy and TB-infected tissue (cellular lesion and caseum)-in preclinical species and to extrapolate to humans. METHODS: Empirical models were used for the plasma PK of each species, which were connected to multicompartment permeability-limited lung models within a middle-out PBPK approach with an appropriate physiological parameterization that was scalable across species. Lung's extracellular water (EW) was assumed to be the linking component between healthy and infected tissue, while passive diffusion was assumed for the drug transferring between cellular lesion and caseum. RESULTS: In rabbits, optimized unbound fractions in intracellular water of rifampicin, moxifloxacin and ethambutol were 0.015, 0.056 and 0.08, respectively, while the optimized unbound fractions in EW of pyrazinamide and isoniazid in mice were 0.25 and 0.17, respectively. In humans, all mean extrapolated daily AUC and Cmax values of various lung regions were within 2-fold of the observed ones. Unbound concentrations in the caseum were lower than unbound plasma concentrations for both rifampicin and moxifloxacin. For rifampicin, unbound concentrations in cellular rim are slightly lower, while for moxifloxacin they are significantly higher than unbound plasma concentrations. CONCLUSIONS: The developed PBPK approach was able to extrapolate lung PK from preclinical species to humans and to predict unbound concentrations in the various TB-infected regions, unlike empirical lung models. We found that plasma free drug PK is not always a good surrogate for TB-infected tissue unbound PK.


Assuntos
Antituberculosos , Pulmão , Antituberculosos/farmacocinética , Antituberculosos/administração & dosagem , Animais , Humanos , Pulmão/metabolismo , Coelhos , Camundongos , Rifampina/farmacocinética , Rifampina/administração & dosagem , Masculino , Moxifloxacina/farmacocinética , Moxifloxacina/administração & dosagem , Isoniazida/farmacocinética , Isoniazida/administração & dosagem , Feminino , Tuberculose Pulmonar/tratamento farmacológico
7.
J Antimicrob Chemother ; 79(6): 1270-1278, 2024 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-38661209

RESUMO

OBJECTIVES: Twelve weekly doses of rifapentine and isoniazid (3HP regimen) are recommended for TB preventive therapy in children with TB infection. However, they present with variability in the pharmacokinetic profiles. The current study aimed to develop a pharmacokinetic model of rifapentine and isoniazid in 12 children with TB infection using NONMEM. METHODS: Ninety plasma and 41 urine samples were collected at Week 4 of treatment. Drug concentrations were measured using a validated HPLC-UV method. MassARRAY® SNP genotyping was used to investigate genetic factors, including P-glycoprotein (ABCB1), solute carrier organic anion transporter B1 (SLCO1B1), arylacetamide deacetylase (AADAC) and N-acetyl transferase (NAT2). Clinically relevant covariates were also analysed. RESULTS: A two-compartment model for isoniazid and a one-compartment model for rifapentine with transit compartment absorption and first-order elimination were the best models for describing plasma and urine data. The estimated (relative standard error, RSE) of isoniazid non-renal clearance was 3.52 L·h-1 (23.1%), 2.91 L·h-1 (19.6%), and 2.58 L·h-1 (20.0%) in NAT2 rapid, intermediate and slow acetylators. A significant proportion of the unchanged isoniazid was cleared renally (2.7 L·h-1; 8.0%), while the unchanged rifapentine was cleared primarily through non-renal routes (0.681 L·h-1; 3.6%). Participants with the ABCB1 mutant allele had lower bioavailability of rifapentine, while food prolonged the mean transit time of isoniazid. CONCLUSIONS: ABCB1 mutant allele carriers may require higher rifapentine doses; however, this must be confirmed in larger trials. Food did not affect overall exposure to isoniazid and only delayed absorption time.


Assuntos
Antituberculosos , Arilamina N-Acetiltransferase , Isoniazida , Rifampina , Tuberculose , Humanos , Rifampina/farmacocinética , Rifampina/análogos & derivados , Rifampina/administração & dosagem , Rifampina/uso terapêutico , Isoniazida/farmacocinética , Isoniazida/urina , Isoniazida/administração & dosagem , Isoniazida/uso terapêutico , Masculino , Feminino , Antituberculosos/farmacocinética , Antituberculosos/administração & dosagem , Antituberculosos/uso terapêutico , Criança , Pré-Escolar , Arilamina N-Acetiltransferase/genética , Tuberculose/tratamento farmacológico , Transportador 1 de Ânion Orgânico Específico do Fígado/genética , Genótipo , Polimorfismo de Nucleotídeo Único , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Adolescente , Lactente
8.
J Antimicrob Chemother ; 79(5): 977-986, 2024 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-38459759

RESUMO

BACKGROUND: Pharmacokinetic data on high-dose isoniazid for the treatment of rifampicin-/multidrug-resistant tuberculosis (RR/MDR-TB) are limited. We aimed to describe the pharmacokinetics of high-dose isoniazid, estimate exposure target attainment, identify predictors of exposures, and explore exposure-response relationships in RR/MDR-TB patients. METHODS: We performed an observational pharmacokinetic study, with exploratory pharmacokinetic/pharmacodynamic analyses, in Indonesian adults aged 18-65 years treated for pulmonary RR/MDR-TB with standardized regimens containing high-dose isoniazid (10-15 mg/kg/day) for 9-11 months. Intensive pharmacokinetic sampling was performed after ≥2 weeks of treatment. Total plasma drug exposure (AUC0-24) and peak concentration (Cmax) were assessed using non-compartmental analyses. AUC0-24/MIC ratio of 85 and Cmax/MIC ratio of 17.5 were used as exposure targets. Multivariable linear and logistic regression analyses were used to identify predictors of drug exposures and responses, respectively. RESULTS: We consecutively enrolled 40 patients (median age 37.5 years). The geometric mean isoniazid AUC0-24 and Cmax were 35.4 h·mg/L and 8.5 mg/L, respectively. Lower AUC0-24 and Cmax values were associated (P < 0.05) with non-slow acetylator phenotype, and lower Cmax values were associated with male sex. Of the 26 patients with MIC data, less than 25% achieved the proposed targets for isoniazid AUC0-24/MIC (n = 6/26) and Cmax/MIC (n = 5/26). Lower isoniazid AUC0-24 values were associated with delayed sputum culture conversion (>2 months of treatment) [adjusted OR 0.18 (95% CI 0.04-0.89)]. CONCLUSIONS: Isoniazid exposures below targets were observed in most patients, and certain risk groups for low isoniazid exposures may require dose adjustment. The effect of low isoniazid exposures on delayed culture conversion deserves attention.


Assuntos
Antituberculosos , Isoniazida , Testes de Sensibilidade Microbiana , Rifampina , Tuberculose Resistente a Múltiplos Medicamentos , Humanos , Isoniazida/farmacocinética , Isoniazida/administração & dosagem , Isoniazida/uso terapêutico , Adulto , Masculino , Feminino , Pessoa de Meia-Idade , Rifampina/farmacocinética , Rifampina/administração & dosagem , Rifampina/farmacologia , Rifampina/uso terapêutico , Indonésia , Antituberculosos/farmacocinética , Antituberculosos/administração & dosagem , Antituberculosos/farmacologia , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Adulto Jovem , Adolescente , Idoso , Tuberculose Pulmonar/tratamento farmacológico , Tuberculose Pulmonar/microbiologia , Mycobacterium tuberculosis/efeitos dos fármacos
9.
Mol Pharm ; 21(10): 5272-5284, 2024 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-39190777

RESUMO

The selection of appropriate materials and compatibility of selected materials with drugs and formulations are limiting steps in three-dimensional printing technology. In this study, SmartEx QD 100 (SM QD 100) was introduced as a novel, coprocessed, unexplored excipient that can be used in SLS-mediated 3D printing. The current study aimed to evaluate the feasibility of fabricating SM QD 100 containing INH-embedded SLS-mediated immediate gastric release tablets. The prepared physical mixtures were subjected to the fabrication of 3D printlets by using SLS-mediated 3D printing. The fabricated 3D printlets were subjected to physicochemical characterization by using various analytical techniques. After oral administration of sintered 3D printlets to rabbits, samples were collected and pharmacokinetic parameters were analyzed using the developed LC-APCI-MS/MS method. The optimized batch was able to release 100% INH within 15 min, which confirmed the immediate gastric release. Similarly, sintered 3D printlets were stable under accelerated stability conditions for three months. Finally, the pharmacokinetic parameters revealed the rate and extent of absorption of INH from sintered 3D printlets. As evidenced by in vitro and in vivo analyses, SM QD 100 was able to sinter SLS-mediated INH-embedded stable immediate gastric release tablets. SM QD 100 is a novel material for SLS-mediated 3D printing in pharmaceutical applications.


Assuntos
Isoniazida , Impressão Tridimensional , Comprimidos , Animais , Coelhos , Administração Oral , Comprimidos/química , Isoniazida/farmacocinética , Isoniazida/química , Isoniazida/administração & dosagem , Excipientes/química , Lasers , Liberação Controlada de Fármacos , Composição de Medicamentos/métodos , Masculino , Química Farmacêutica/métodos , Espectrometria de Massas em Tandem/métodos
10.
PLoS Med ; 20(11): e1004303, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37988391

RESUMO

BACKGROUND: The current World Health Organization (WHO) pediatric tuberculosis dosing guidelines lead to suboptimal drug exposures. Identifying factors altering the exposure of these drugs in children is essential for dose optimization. Pediatric pharmacokinetic studies are usually small, leading to high variability and uncertainty in pharmacokinetic results between studies. We pooled data from large pharmacokinetic studies to identify key covariates influencing drug exposure to optimize tuberculosis dosing in children. METHODS AND FINDINGS: We used nonlinear mixed-effects modeling to characterize the pharmacokinetics of rifampicin, isoniazid, and pyrazinamide, and investigated the association of human immunodeficiency virus (HIV), antiretroviral therapy (ART), drug formulation, age, and body size with their pharmacokinetics. Data from 387 children from South Africa, Zambia, Malawi, and India were available for analysis; 47% were female and 39% living with HIV (95% on ART). Median (range) age was 2.2 (0.2 to 15.0) years and weight 10.9 (3.2 to 59.3) kg. Body size (allometry) was used to scale clearance and volume of distribution of all 3 drugs. Age affected the bioavailability of rifampicin and isoniazid; at birth, children had 48.9% (95% confidence interval (CI) [36.0%, 61.8%]; p < 0.001) and 64.5% (95% CI [52.1%, 78.9%]; p < 0.001) of adult rifampicin and isoniazid bioavailability, respectively, and reached full adult bioavailability after 2 years of age for both drugs. Age also affected the clearance of all drugs (maturation), children reached 50% adult drug clearing capacity at around 3 months after birth and neared full maturation around 3 years of age. While HIV per se did not affect the pharmacokinetics of first-line tuberculosis drugs, rifampicin clearance was 22% lower (95% CI [13%, 28%]; p < 0.001) and pyrazinamide clearance was 49% higher (95% CI [39%, 57%]; p < 0.001) in children on lopinavir/ritonavir; isoniazid bioavailability was reduced by 39% (95% CI [32%, 45%]; p < 0.001) when simultaneously coadministered with lopinavir/ritonavir and was 37% lower (95% CI [22%, 52%]; p < 0.001) in children on efavirenz. Simulations of 2010 WHO-recommended pediatric tuberculosis doses revealed that, compared to adult values, rifampicin exposures are lower in most children, except those younger than 3 months, who experience relatively higher exposure for all drugs, due to immature clearance. Increasing the rifampicin doses in children older than 3 months by 75 mg for children weighing <25 kg and 150 mg for children weighing >25 kg could improve rifampicin exposures. Our analysis was limited by the differences in availability of covariates among the pooled studies. CONCLUSIONS: Children older than 3 months have lower rifampicin exposures than adults and increasing their dose by 75 or 150 mg could improve therapy. Altered exposures in children with HIV is most likely caused by concomitant ART and not HIV per se. The importance of the drug-drug interactions with lopinavir/ritonavir and efavirenz should be evaluated further and considered in future dosing guidance. TRIAL REGISTRATION: ClinicalTrials.gov registration numbers; NCT02348177, NCT01637558, ISRCTN63579542.


Assuntos
Infecções por HIV , Tuberculose , Adulto , Recém-Nascido , Criança , Humanos , Feminino , Lactente , Pré-Escolar , Adolescente , Masculino , Ritonavir/farmacocinética , Ritonavir/uso terapêutico , Lopinavir/farmacocinética , Lopinavir/uso terapêutico , Rifampina , Isoniazida/uso terapêutico , Isoniazida/farmacocinética , Pirazinamida/farmacocinética , Antituberculosos , Tuberculose/tratamento farmacológico , Tuberculose/epidemiologia , Infecções por HIV/tratamento farmacológico , HIV
11.
Antimicrob Agents Chemother ; 67(11): e0073723, 2023 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-37882552

RESUMO

Physiological changes during pregnancy may alter the pharmacokinetics (PK) of antituberculosis drugs. The International Maternal Pediatric Adolescent AIDS Clinical Trials Network P1026s was a multicenter, phase IV, observational, prospective PK and safety study of antiretroviral and antituberculosis drugs administered as part of clinical care in pregnant persons living with and without HIV. We assessed the effects of pregnancy on rifampin, isoniazid, ethambutol, and pyrazinamide PK in pregnant and postpartum (PP) persons without HIV treated for drug-susceptible tuberculosis disease. Daily antituberculosis treatment was prescribed following World Health Organization-recommended weight-band dosing guidelines. Steady-state 12-hour PK profiles of rifampin, isoniazid, ethambutol, and pyrazinamide were performed during second trimester (2T), third trimester (3T), and 2-8 of weeks PP. PK parameters were characterized using noncompartmental analysis, and comparisons were made using geometric mean ratios (GMRs) with 90% confidence intervals (CI). Twenty-seven participants were included: 11 African, 9 Asian, 3 Hispanic, and 4 mixed descent. PK data were available for 17, 21, and 14 participants in 2T, 3T, and PP, respectively. Rifampin and pyrazinamide AUC0-24 and C max in pregnancy were comparable to PP with the GMR between 0.80 and 1.25. Compared to PP, isoniazid AUC0-24 was 25% lower and C max was 23% lower in 3T. Ethambutol AUC0-24 was 39% lower in 3T but limited by a low PP sample size. In summary, isoniazid and ethambutol concentrations were lower during pregnancy compared to PP concentrations, while rifampin and pyrazinamide concentrations were similar. However, the median AUC0-24 for rifampin, isoniazid, and pyrazinamide met the therapeutic targets. The clinical impact of lower isoniazid and ethambutol exposure during pregnancy needs to be determined.


Assuntos
Antituberculosos , Tuberculose , Adolescente , Feminino , Humanos , Gravidez , Antituberculosos/efeitos adversos , Antituberculosos/farmacocinética , Etambutol/efeitos adversos , Etambutol/farmacocinética , Infecções por HIV/tratamento farmacológico , Isoniazida/efeitos adversos , Isoniazida/farmacocinética , Período Pós-Parto , Estudos Prospectivos , Pirazinamida/efeitos adversos , Pirazinamida/farmacocinética , Rifampina/efeitos adversos , Rifampina/farmacocinética , Tuberculose/tratamento farmacológico , Estudos Multicêntricos como Assunto , Ensaios Clínicos Fase IV como Assunto , Estudos Observacionais como Assunto
12.
Clin Infect Dis ; 74(10): 1767-1775, 2022 05 30.
Artigo em Inglês | MEDLINE | ID: mdl-34420049

RESUMO

BACKGROUND: Dispersible pediatric fixed-dose combination (FDC) tablets delivering higher doses of first-line antituberculosis drugs in World Health Organization-recommended weight bands were introduced in 2015. We report the first pharmacokinetic data for these FDC tablets in Zambian and South African children in the treatment-shortening SHINE trial. METHODS: Children weighing 4.0-7.9, 8.0-11.9, 12.0-15.9, or 16.0-24.9 kg received 1, 2, 3, or 4 tablets daily, respectively (rifampicin/isoniazid/pyrazinamide [75/50/150 mg], with or without 100 mg ethambutol, or rifampicin/isoniazid [75/50 mg]). Children 25.0-36.9 kg received doses recommended for adults <37 kg (300, 150, 800, and 550 mg/d, respectively, for rifampicin, isoniazid, pyrazinamide, and ethambutol). Pharmacokinetics were evaluated after at least 2 weeks of treatment. RESULTS: In the 77 children evaluated, the median age (interquartile range) was 3.7 (1.4-6.6) years; 40 (52%) were male and 20 (26%) were human immunodeficiency virus positive. The median area under the concentration-time curve from 0 to 24 hours for rifampicin, isoniazid, pyrazinamide, and ethambutol was 32.5 (interquartile range, 20.1-45.1), 16.7 (9.2-25.9), 317 (263-399), and 9.5 (7.5-11.5) mg⋅h/L, respectively, and lower in children than in adults for rifampicin in the 4.0-7.9-, 8-11.9-, and ≥25-kg weight bands, isoniazid in the 4.0-7.9-kg and ≥25-kg weight bands, and ethambutol in all 5 weight bands. Pyrazinamide exposures were similar to those in adults. CONCLUSIONS: Recommended weight band-based FDC doses result in lower drug exposures in children in lower weight bands and in those ≥25 kg (receiving adult doses). Further adjustments to current doses are needed to match current target exposures in adults. The use of ethambutol at the current World Health Organization-recommended doses requires further evaluation.


Assuntos
Pirazinamida , Tuberculose , Adulto , Antituberculosos/uso terapêutico , Criança , Pré-Escolar , Etambutol/uso terapêutico , Feminino , Humanos , Isoniazida/farmacocinética , Isoniazida/uso terapêutico , Masculino , Pirazinamida/farmacocinética , Rifampina/uso terapêutico , Tuberculose/tratamento farmacológico , Organização Mundial da Saúde
13.
Clin Infect Dis ; 75(9): 1520-1528, 2022 10 29.
Artigo em Inglês | MEDLINE | ID: mdl-35325074

RESUMO

BACKGROUND: Intrapulmonary pharmacokinetics may better explain response to tuberculosis (TB) treatment than plasma pharmacokinetics. We explored these relationships by modeling bacillary clearance in sputum in adult patients on first-line treatment in Malawi. METHODS: Bacillary elimination rates (BER) were estimated using linear mixed-effects modelling of serial time-to-positivity in mycobacterial growth indicator tubes for sputum collected during the intensive phase of treatment (weeks 0-8) for microbiologically confirmed TB. Population pharmacokinetic models used plasma and intrapulmonary drug levels at 8 and 16 weeks. Pharmacokinetic-pharmacodynamic relationships were investigated using individual-level measures of drug exposure (area-under-the-concentration-time-curve [AUC] and Cmax) for rifampicin, isoniazid, pyrazinamide, and ethambutol, in plasma, epithelial lining fluid, and alveolar cells as covariates in the bacillary elimination models. RESULTS: Among 157 participants (58% human immunodeficiency virus [HIV] coinfected), drug exposure in plasma or alveolar cells was not associated with sputum bacillary clearance. Higher peak concentrations (Cmax) or exposure (AUC) to rifampicin or isoniazid in epithelial lining fluid was associated with more rapid bacillary elimination and shorter time to sputum negativity. More extensive disease on baseline chest radiograph was associated with slower bacillary elimination. Clinical outcome was captured in 133 participants, with 15 (11%) unfavorable outcomes recorded (recurrent TB, failed treatment, or death). No relationship between BER and late clinical outcome was identified. CONCLUSIONS: Greater intrapulmonary drug exposure to rifampicin or isoniazid in the epithelial lining fluid was associated with more rapid bacillary clearance. Higher doses of rifampicin and isoniazid may result in sustained high intrapulmonary drug exposure, rapid bacillary clearance, shorter treatment duration and better treatment outcomes.


Assuntos
Bacillus , Tuberculose Pulmonar , Adulto , Humanos , Isoniazida/uso terapêutico , Isoniazida/farmacocinética , Rifampina/farmacocinética , Escarro/microbiologia , Antituberculosos/farmacocinética , Tuberculose Pulmonar/tratamento farmacológico , Tuberculose Pulmonar/microbiologia , Pirazinamida/farmacocinética , Etambutol/uso terapêutico
14.
Antimicrob Agents Chemother ; 66(10): e0227721, 2022 10 18.
Artigo em Inglês | MEDLINE | ID: mdl-36069614

RESUMO

Tuberculosis is the most common cause of death in HIV-infected individuals. Rifampin and isoniazid are the backbones of the current first-line antitubercular therapy. The aim of the present study was to describe the time-dependent pharmacokinetics and pharmacogenetics of rifampin and isoniazid and to quantitatively evaluate the drug-drug interaction between rifampin and isoniazid in patients coinfected with HIV. Plasma concentrations of isoniazid, acetyl-isoniazid, isonicotinic acid, rifampin, and 25-desacetylrifampin from 40 HIV therapy-naive patients were determined by liquid chromatography-tandem mass spectrometry (LC-MS/MS) after the first dose and at steady state of antitubercular therapy. Patients were genotyped for determination of acetylator status and CYP2C19 phenotype. Nonlinear mixed-effects models were developed to describe the pharmacokinetic data. The model estimated an autoinduction of both rifampin bioavailability (0.5-fold) and clearance (2.3-fold). 25-Desacetylrifampin clearance was 2.1-fold higher at steady state than after the first dose. Additionally, ultrarapid CYP2C19 metabolizers had a 2-fold-higher rifampin clearance at steady state than intermediate or extensive metabolizers. An induction of isonicotinic acid formation from isoniazid dependent on total rifampin dose was estimated. Simulations indicated a 30% lower isoniazid exposure at steady state during administration of standard rifampin doses than isoniazid exposure in noninduced individuals. Rifampin exposure was correlated with CYP2C19 polymorphism, and rifampin administration may increase exposure to toxic metabolites by isoniazid in patients. Both findings may influence the risk of treatment failure, resistance development, and toxicity and require further investigation, especially with regard to ongoing high-dose rifampin trials.


Assuntos
Antituberculosos , Infecções por HIV , Isoniazida , Rifampina , Tuberculose , Humanos , Antituberculosos/farmacocinética , Cromatografia Líquida , Citocromo P-450 CYP2C19/genética , Indução Enzimática , Infecções por HIV/tratamento farmacológico , Infecções por HIV/microbiologia , Isoniazida/farmacocinética , Rifampina/farmacocinética , Espectrometria de Massas em Tandem , Tuberculose/tratamento farmacológico , Tuberculose/virologia
15.
J Antimicrob Chemother ; 77(9): 2489-2499, 2022 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-35678468

RESUMO

BACKGROUND: The WHO-endorsed shorter-course regimen for MDR-TB includes high-dose isoniazid. The pharmacokinetics of high-dose isoniazid within MDR-TB regimens has not been well described. OBJECTIVES: To characterize isoniazid pharmacokinetics at 5-15 mg/kg as monotherapy or as part of the MDR-TB treatment regimen. METHODS: We used non-linear mixed-effects modelling to evaluate the combined data from INHindsight, a 7 day early bactericidal activity study with isoniazid monotherapy, and PODRtb, an observational study of patients on MDR-TB treatment including terizidone, pyrazinamide, moxifloxacin, kanamycin, ethionamide and/or isoniazid. RESULTS: A total of 58 and 103 participants from the INHindsight and PODRtb studies, respectively, were included in the analysis. A two-compartment model with hepatic elimination best described the data. N-acetyltransferase 2 (NAT2) genotype caused multi-modal clearance, and saturable first-pass was observed beyond 10 mg/kg dosing. Saturable isoniazid kinetics predicted an increased exposure of approximately 50% beyond linearity at 20 mg/kg dosing. Participants treated with the MDR-TB regimen had a 65.6% lower AUC compared with participants on monotherapy. Ethionamide co-administration was associated with a 29% increase in isoniazid AUC. CONCLUSIONS: Markedly lower isoniazid exposures were observed in participants on combination MDR-TB treatment compared with monotherapy. Isoniazid displays saturable kinetics at doses >10 mg/kg. The safety implications of these phenomena remain unclear.


Assuntos
Arilamina N-Acetiltransferase , Mycobacterium tuberculosis , Tuberculose Resistente a Múltiplos Medicamentos , Tuberculose Pulmonar , Antituberculosos/efeitos adversos , Arilamina N-Acetiltransferase/farmacologia , Etionamida/farmacologia , Etionamida/uso terapêutico , Humanos , Isoniazida/farmacocinética , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Tuberculose Pulmonar/tratamento farmacológico
16.
J Antimicrob Chemother ; 77(6): 1710-1719, 2022 05 29.
Artigo em Inglês | MEDLINE | ID: mdl-35468189

RESUMO

BACKGROUND: Current TB treatment for children is not optimized to provide adequate drug levels in TB lesions. Dose optimization of first-line antituberculosis drugs to increase exposure at the site of disease could facilitate more optimal treatment and future treatment-shortening strategies across the disease spectrum in children with pulmonary TB. OBJECTIVES: To determine the concentrations of first-line antituberculosis drugs at the site of disease in children with intrathoracic TB. METHODS: We quantified drug concentrations in tissue samples from 13 children, median age 8.6 months, with complicated forms of pulmonary TB requiring bronchoscopy or transthoracic surgical lymph node decompression in a tertiary hospital in Cape Town, South Africa. Pharmacokinetic models were used to describe drug penetration characteristics and to simulate concentration profiles for bronchoalveolar lavage, homogenized lymph nodes, and cellular and necrotic lymph node lesions. RESULTS: Isoniazid, rifampicin and pyrazinamide showed lower penetration in most lymph node areas compared with plasma, while ethambutol accumulated in tissue. None of the drugs studied was able to reach target concentration in necrotic lesions. CONCLUSIONS: Despite similar penetration characteristics compared with adults, low plasma exposures in children led to low site of disease exposures for all drugs except for isoniazid.


Assuntos
Isoniazida , Tuberculose Pulmonar , Adulto , Antituberculosos/farmacocinética , Antituberculosos/uso terapêutico , Criança , Etambutol/farmacocinética , Humanos , Lactente , Isoniazida/farmacocinética , Pirazinamida/farmacocinética , África do Sul , Tuberculose Pulmonar/tratamento farmacológico
17.
Eur J Clin Pharmacol ; 78(10): 1535-1553, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35852584

RESUMO

PURPOSE: Significant pharmacokinetic variabilities have been reported for isoniazid across various populations. We aimed to summarize population pharmacokinetic studies of isoniazid in tuberculosis (TB) patients with a specific focus on the influence of N-acetyltransferase 2 (NAT2) genotype/single-nucleotide polymorphism (SNP) on clearance of isoniazid. METHODS: A systematic search was conducted in PubMed and Embase for articles published in the English language from inception till February 2022 to identify population pharmacokinetic (PopPK) studies of isoniazid. Studies were included if patient population had TB and received isoniazid therapy, non-linear mixed effects modelling, and parametric approach was used for building isoniazid PopPK model and NAT2 genotype/SNP was tested as a covariate for model development. RESULTS: A total of 12 articles were identified from PubMed, Embase, and hand searching of articles. Isoniazid disposition was described using a two-compartment model with first-order absorption and linear elimination in most of the studies. Significant covariates influencing the pharmacokinetics of isoniazid were NAT2 genotype, body weight, lean body weight, body mass index, fat-free mass, efavirenz, formulation, CD4 cell count, and gender. Majority of studies conducted in adult TB population have reported a twofold or threefold increase in isoniazid clearance for NAT2 rapid acetylators compared to slow acetylators. CONCLUSION: The variability in disposition of isoniazid can be majorly attributed to NAT2 genotype. This results in a trimodal clearance pattern with a multi-fold increase in clearance of NAT2 rapid acetylators compared to slow acetylators. Further studies exploring the generalizability/adaptability of developed PopPK models in different clinical settings are required.


Assuntos
Arilamina N-Acetiltransferase , Tuberculose , Adulto , Humanos , Antituberculosos/farmacocinética , Antituberculosos/uso terapêutico , Arilamina N-Acetiltransferase/genética , Peso Corporal , Genótipo , Isoniazida/farmacocinética , Isoniazida/uso terapêutico , Polimorfismo de Nucleotídeo Único , Tuberculose/tratamento farmacológico , Tuberculose/genética
18.
Am J Respir Crit Care Med ; 204(11): 1317-1326, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34375564

RESUMO

Rationale: Standardized dosing of antitubercular drugs contributes to a substantial incidence of toxicities, inadequate treatment response, and relapse, in part due to variable drug concentrations achieved. SNPs in the NAT2 (N-acetyltransferase-2) gene explain the majority of interindividual pharmacokinetic variability of isoniazid (INH). However, an obstacle to implementing pharmacogenomic-guided dosing is the lack of a point-of-care assay. Objectives: To develop and test a NAT2 classification algorithm, validate its performance in predicting isoniazid clearance, and develop a prototype pharmacogenomic assay. Methods: We trained random forest models to predict NAT2 acetylation genotype from unphased SNP data using a global collection of 8,561 phased genomes. We enrolled 48 patients with pulmonary tuberculosis, performed sparse pharmacokinetic sampling, and tested the acetylator prediction algorithm accuracy against estimated INH clearance. We then developed a cartridge-based multiplex quantitative PCR assay on the GeneXpert platform and assessed its analytical sensitivity on whole blood samples from healthy individuals. Measurements and Main Results: With a 5-SNP model trained on two-thirds of the data (n = 5,738), out-of-sample acetylation genotype prediction accuracy on the remaining third (n = 2,823) was 100%. Among the 48 patients with tuberculosis, predicted acetylator types were 27 (56.2%) slow, 16 (33.3%) intermediate, and 5 (10.4%) rapid. INH clearance rates were lowest in predicted slow acetylators (median 14.5 L/h), moderate in intermediate acetylators (median 40.3 L/h), and highest in fast acetylators (median 53.0 L/h). The cartridge-based assay accurately detected all allele patterns directly from 25 µl of whole blood. Conclusions: An automated pharmacogenomic assay on a platform widely used globally for tuberculosis diagnosis could enable personalized dosing of INH.


Assuntos
Antituberculosos/farmacocinética , Arilamina N-Acetiltransferase/genética , Isoniazida/farmacocinética , Testes Farmacogenômicos , Polimorfismo Genético/genética , Tuberculose Pulmonar/genética , Algoritmos , Antituberculosos/administração & dosagem , Estudos de Coortes , Genótipo , Humanos , Isoniazida/administração & dosagem , Reação em Cadeia da Polimerase Multiplex , Farmacogenética , Valor Preditivo dos Testes , Tuberculose Pulmonar/tratamento farmacológico , Tuberculose Pulmonar/metabolismo
19.
Am J Respir Crit Care Med ; 204(11): 1327-1335, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34403326

RESUMO

Rationale: There is accumulating evidence that higher-than-standard doses of isoniazid are effective against low-to-intermediate-level isoniazid-resistant strains of Mycobacterium tuberculosis, but the optimal dose remains unknown. Objectives: To characterize the association between isoniazid pharmacokinetics (standard or high dose) and early bactericidal activity against M. tuberculosis (drug sensitive and inhA mutated) and N-acetyltransferase 2 status. Methods: ACTG (AIDS Clinical Trial Group) A5312/INHindsight is a 7-day early bactericidal activity study with isoniazid at a normal dose (5 mg/kg) for patients with drug-sensitive bacteria and 5, 10, and 15 mg/kg doses for patients with inhA mutants. Participants with pulmonary tuberculosis received daily isoniazid monotherapy and collected sputum daily. Colony-forming units (cfu) on solid culture and time to positivity in liquid culture were jointly analyzed using nonlinear mixed-effects modeling. Measurements and Main Results: Fifty-nine adults were included in this analysis. A decline in sputum cfu was described by a one-compartment model, whereas an exponential bacterial growth model was used to interpret time-to-positivity data. The model found that bacterial kill is modulated by isoniazid concentration using an effect compartment and a sigmoidal Emax relationship (a model linking the drug concentration to the observed effect). The model predicted lower potency but similar maximum kill of isoniazid against inhA-mutated compared with drug-sensitive isolates. Based on simulations from the pharmacokinetics-pharmacodynamics model, to achieve a drop in bacterial load comparable to 5 mg/kg against drug-sensitive tuberculosis, 10- and 15-mg/kg doses are necessary against inhA-mutated isolates in slow and intermediate N-acetyltransferase 2 acetylators, respectively. Fast acetylators underperformed even at 15 mg/kg. Conclusions: Dosing of isoniazid based on N-acetyltransferase 2 acetylator status may help patients attain effective exposures against inhA-mutated isolates. Clinical trial registered with www.clinicaltrials.gov (NCT01936831).


Assuntos
Antituberculosos/administração & dosagem , Isoniazida/administração & dosagem , Escarro/microbiologia , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Tuberculose Pulmonar/tratamento farmacológico , Adulto , Antituberculosos/farmacocinética , Arilamina N-Acetiltransferase , Proteínas de Bactérias , Contagem de Colônia Microbiana , Relação Dose-Resposta a Droga , Feminino , Humanos , Isoniazida/farmacocinética , Masculino , Testes de Sensibilidade Microbiana , Pessoa de Meia-Idade , Oxirredutases , Tuberculose Resistente a Múltiplos Medicamentos/metabolismo , Tuberculose Resistente a Múltiplos Medicamentos/microbiologia , Tuberculose Pulmonar/metabolismo , Tuberculose Pulmonar/microbiologia , Adulto Jovem
20.
Pharmacogenomics J ; 21(4): 467-475, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33649521

RESUMO

This study aimed to develop a population pharmacokinetic model using full pharmacokinetic (PK) profiles of isoniazid (INH) taking into account demographic and genetic covariates and to develop Bayesian estimators for predicting INH area under the curve (AUC) in Tunisian tuberculosis patients. The INH concentrations in the building data set were fitted using a one- to three-compartment model. The impact of the different covariates was assessed on the PK parameters of the best model. The best limited sampling strategy (LSS) for estimating the INH AUC was selected by comparing the predicted values to an independent data set. INH PK was best described using a three-compartment model with lag-time absorption. The different studied covariates did not have any impact on the PK parameters of the building model. The Bayesian estimation using one-point concentrations gave the lowest values of prediction errors for the C3 LSS model. This model could be sufficient in routine activity for INH monitoring in this population.


Assuntos
Antituberculosos/farmacocinética , Antituberculosos/uso terapêutico , Isoniazida/farmacocinética , Isoniazida/uso terapêutico , Tuberculose/tratamento farmacológico , Adulto , Área Sob a Curva , Teorema de Bayes , Monitoramento de Medicamentos/métodos , Feminino , Humanos , Masculino , Modelos Biológicos
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