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

**Authors:** Rannissa Puspita Jayanti, Yong-Soon Cho, Soedarsono Soedarsono, Hyo-Jung Kim, Jiyeon Kang, Jehun Kim, Jee Youn Oh, Bo Hyoung Kang, Jick Hwan Ha, Jin-Woo Kim, Ni Made Mertaniasih, Tutik Kusmiati, Ariani Permatasari, Rika Yuliwulandari, Ryunha Kim, Hyeon-Jeong Seong, Jong-Lyul Ghim, Dong-Hyun Kim, Jae-Gook Shin

PMC · DOI: 10.1371/journal.pone.0340133 · 2026-01-29

## TL;DR

This study examines how diabetes affects pyrazinamide drug levels in Korean and Indonesian tuberculosis patients, suggesting higher doses for certain groups to improve treatment.

## Contribution

The study introduces a population pharmacokinetics model to optimize pyrazinamide dosing for TB patients with diabetes.

## Key findings

- Diabetes significantly increases pyrazinamide clearance in both Korean and Indonesian patients.
- Higher PZA doses (1000–1250 mg) are recommended for patients under 40 kg and older patients with diabetes to achieve therapeutic targets.
- No significant interethnic differences in pyrazinamide pharmacokinetics were observed.

## 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 AUC0–24 ≥ 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.

## Linked entities

- **Chemicals:** pyrazinamide (PubChem CID 1046)
- **Diseases:** Diabetes mellitus (MONDO:0005015), tuberculosis (MONDO:0018076)

## Full-text entities

- **Genes:** SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, NAT2 (N-acetyltransferase 2) [NCBI Gene 10] {aka AAC2, NAT-2, PNAT}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, AVP (arginine vasopressin) [NCBI Gene 551] {aka ADH, ARVP, AVP-NPII, AVRP, VP}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** drug reactions (MESH:D004342), DM (MESH:D003920), gastrointestinal abnormalities (MESH:D005767), deaths (MESH:D003643), liver disease (MESH:D008107), CL (MESH:D002971), /F (OMIM:102510), toxicity (MESH:D064420), malabsorption (MESH:D008286), TB (MESH:D014376), LBW (MESH:D001835), infection (MESH:D007239), hyperuricemia (MESH:D033461), TDM (MESH:D000081015), resistant (MESH:D060467), liver dysfunction (MESH:D017093), hyperglycemia (MESH:D006943)
- **Chemicals:** Ethambutol (MESH:D004977), Levofloxacin (MESH:D064704), Moxifloxacin (MESH:D000077266), PA (MESH:C005296), Rifampicin (MESH:D012293), Streptomycin (MESH:D013307), bilirubin (MESH:D001663), 5-hydroxy-pyrazinoic acid (MESH:C054996), 5-OH-PA (-), Acetonitrile (MESH:C032159), creatinine (MESH:D003404), S (MESH:D013455), INH (MESH:D007538), PZA (MESH:D011718), heparin (MESH:D006493)
- **Species:** Homo sapiens (human, species) [taxon 9606], Human immunodeficiency virus (species) [taxon 12721], Human immunodeficiency virus 1 (no rank) [taxon 11676]

## Figures

34 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12854426/full.md

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Source: https://tomesphere.com/paper/PMC12854426