Population pharmacokinetics model of pyrazinamide to optimize tuberculosis treatment: An interethnic cohort study of diabetes mellitus effect on drug exposure

Jayanti, Rannissa Puspita and Cho, Yong-Soon and Soedarsono, Soedarsono and Kim, Hyo-Jung and Kang, Jiyeon and Kim, Jehun and Oh, Jee Youn and Kang, Bo Hyoung and Ha, Jick Hwan and Kim, Jin-Woo and Mertaniasih, Ni Made and Kusmiati, Tutik and Permatasari, Ariani and Yuliwulandari, Rika and Kim, Ryunha and Seong, Hyeon-Jeong and Ghim, Jong-Lyul and Kim, Dong-Hyun and Shin, Jae-Gook (2026) Population pharmacokinetics model of pyrazinamide to optimize tuberculosis treatment: An interethnic cohort study of diabetes mellitus effect on drug exposure. PLOS ONE, 21 (1 Janu).

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Abstract

Diabetes mellitus (DM), a common comorbidity in tuberculosis (TB) patients, can alter the pharmacokinetics (PK) of TB drugs. Additionally, clinical and demographic differences may contribute to interethnic PK variability. However, current WHO-recommended doses for pyrazinamide (PZA) do not account for those factors. We aimed to evaluate factors related to interindividual variability (IIV) and interethnic differences in the PK of PZA between Korean and Indonesian patients with TB. Demographics, clinical characteristics, and PZA concentrations obtained from hospitals in both countries were used for model establishment. Population PK models were developed using the nonlinear mixed-effect method. A Monte Carlo simulation was performed sequentially to evaluate optimal PZA dosing strategies. A one-compartment model with allometric scaling adequately described the PK of PZA. Internal validation of the model showed good performance. No significant interethnic differences in PK parameters were observed. There were 23 and 26 increases in apparent clearance (CL/F) of Indonesian patients with DM (CL/F 3.18 L/h) and Korean patients aged > 60 years with DM (CL/F 3.5). PZA doses of 1000�1250 mg for patients of bodyweight < 40 kg and 1250 mg for older patients with DM in this weight band had a 90 probability of attaining the target AUC<sub>0�24</sub> � 363 mg·h/L These findings indicate that DM strongly influenced IIV, particularly in older patients. We recommend higher PZA doses for patients <40 kg and older patients with DM in this weight band. Our model provides a basis for implementing model-informed precision dosing-based therapeutic drug monitoring in both ethnicities. © 2026 Jayanti et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Item Type: Article
Additional Information: Cited by: 1; All Open Access; Gold Open Access; Green Open Access
Uncontrolled Keywords: Adult; Aged; Antitubercular Agents; Cohort Studies; Diabetes Mellitus; Female; Humans; Indonesia; Male; Middle Aged; Models, Biological; Monte Carlo Method; Pyrazinamide; Republic of Korea; Tuberculosis; albumin; aspartate aminotransferase; biguanide; bilirubin; dipeptidyl peptidase IV inhibitor; insulin; pyrazinamide; sodium glucose cotransporter 2 inhibitor; sulfonylurea; pyrazinamide; tuberculostatic agent; adult; Article; blood sampling; cohort analysis; creatinine blood level; demographics; diabetes mellitus; drug exposure; drug monitoring; drug therapy; electrospray; estimated glomerular filtration rate; female; high performance liquid chromatography; human; limit of quantitation; major clinical study; male; multidrug resistance; pharmacokinetics; tandem mass spectrometry; toxicity; tuberculosis; urea nitrogen blood level; aged; biological model; complication; Indonesia; metabolism; middle aged; Monte Carlo method; South Korea
Subjects: R Medicine > RC Internal medicine > RC306-320.5 Tuberculosis
R Medicine > RM Therapeutics. Pharmacology
Creators:
CreatorsNIM
Jayanti, Rannissa PuspitaUNSPECIFIED
Cho, Yong-SoonUNSPECIFIED
Soedarsono, SoedarsonoUNSPECIFIED
Kim, Hyo-JungUNSPECIFIED
Kang, JiyeonUNSPECIFIED
Kim, JehunUNSPECIFIED
Oh, Jee YounUNSPECIFIED
Kang, Bo HyoungUNSPECIFIED
Ha, Jick HwanUNSPECIFIED
Kim, Jin-WooUNSPECIFIED
Mertaniasih, Ni MadeUNSPECIFIED
Kusmiati, TutikUNSPECIFIED
Permatasari, ArianiUNSPECIFIED
Yuliwulandari, RikaUNSPECIFIED
Kim, RyunhaUNSPECIFIED
Seong, Hyeon-JeongUNSPECIFIED
Ghim, Jong-LyulUNSPECIFIED
Kim, Dong-HyunUNSPECIFIED
Shin, Jae-GookUNSPECIFIED
Contributors:
ContributionNameNIDN / NIDK
UNSPECIFIED-UNSPECIFIED
Depositing User: mat sjafi'i
Date Deposited: 11 Sep 2026 08:04
Last Modified: 11 Sep 2026 08:05
URI: http://repository.unair.ac.id/id/eprint/145790
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