Evidence map›Paper›PMID 41807777›Full record

ArticleArchives of toxicology2026

Development of an integrated physiologically based toxicokinetic-toxicodynamic model for quantitative prediction of polyhexamethylene guanidine-induced human toxicity.

Ji-Hun Jang, Dae-Han Park, Jong-Jin Kim, Yong Joo Park, Kyu Hyuck Chung, Hye-Jin Kim, Haewon Kim, Seung-Hyun Jeong

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Article in Archives of toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Ji-Hun JangCollege of Pharmacy, Chonnam National University, 77 Yongbong-ro, Buk- gu, Gwangju, 61186, Republic of Korea.
Dae-Han ParkDepartment of Biomedical Science, Sunchon National University, 255 Jungang-ro, Suncheon-si, Jeollanam-do, 57922, Republic of Korea.
Jong-Jin KimDepartment of Biomedical Science, Sunchon National University, 255 Jungang-ro, Suncheon-si, Jeollanam-do, 57922, Republic of Korea.
Yong Joo ParkCollege of Pharmacy, Kyungsung University, Busan, 48434, South Korea.
Kyu Hyuck ChungCollege of Pharmacy, Kyungsung University, Busan, 48434, South Korea.
Hye-Jin KimHumidifier Disinfectant Health Center, Environmental Health Research Department, National Institute of Environmental Research, Incheon, South Korea.
Haewon KimHumidifier Disinfectant Health Center, Environmental Health Research Department, National Institute of Environmental Research, Incheon, South Korea.
Seung-Hyun JeongCollege of Pharmacy, Sunchon National University, 255 Jungang-ro, Suncheon-si, Jeollanam-do, 57922, Republic of Korea. jeongsh@scnu.ac.kr.ORCID 0000-0002-7515-0631

Funding

National Institute of Environmental Research NIER-2025-04-03-001Sunchon National University Sunchon National University
6 · The paper itself

Abstract

Polyhexamethylene guanidine (PHMG) is a hazardous environmental toxicant with proven lethality and severe societal consequences following the humidifier disinfectant disaster in South Korea. Despite its recognized pulmonary toxicity via inhalation, no quantitative prediction system has been established to assess its in vivo kinetics and exposure-response relationship in humans. This study aimed to develop an integrated prediction system by constructing a physiologically based toxicokinetic (PBTK) model and a toxicodynamic (TD) model to simulate PHMG’s pulmonary toxicity in humans. The PBTK model was developed using in vivo data to describe PHMG distribution across major organs (lungs, gastrointestinal tract, etc.) and validated both qualitatively and quantitatively. The TD model was constructed based on PHMG exposure-cytotoxicity response data from human normal lung cells, capturing time- and dose-dependent toxicity patterns. A hybrid TD model combining a damage accumulation mechanism at lower concentrations and an Emax sigmoid response at higher concentrations was applied. Both models were co-linked to establish an integrated PBTK-TD model capable of predicting PHMG-induced lung toxicity under both single and repeated exposure scenarios. The PBTK model showed strong predictive performance across various exposure routes (intravenous, intratracheal, oral), and was successfully extrapolated to humans. The integrated model quantitatively simulated PHMG concentrations in lung tissue and their associated cytotoxic effects. Furthermore, the model enabled reverse dosimetry to estimate tissue-specific reference doses, population-based external exposure levels, and margins of safety. These features highlight the potential of the model for human health risk assessment and regulatory applications. In conclusion, this is the first system-based approach to integratively predict PHMG’s kinetic behavior and toxicity. It offers a novel and robust tool for quantitative toxicology, supporting future risk-based decision-making for PHMG and similar environmental toxicants.

Indexed as

DisinfectantsGuanidinesLungModels, BiologicalDose-Response Relationship, DrugHumansInhalation ExposureRepublic of KoreaRisk AssessmentToxicokineticsDisinfectantsGuanidinespolyhexamethyleneguanidineDose-responseHuman toxicity predictionPhysiologically based modelingPolyhexamethylene guanidineToxicokinetic

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.