Evidence map›Paper›PMID 35604418›Full record

ArticleArchives of toxicology2022

In vitro-in silico-based prediction of inter-individual and inter-ethnic variations in the dose-dependent cardiotoxicity of R- and S-methadone in humans.

Miaoying Shi, Yumeng Dong, Hans Bouwmeester, Ivonne M C M Rietjens, Marije Strikwold

Open access · hybridAbstract read
In one paragraph

Article in Archives of toxicology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.4field-weighted citation impact, top 21% of its field
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 8 citations in OpenAlex.

  1. Extrapolation steps in quantitativeCurrent research in toxicology · 2026
    Review
  2. Incorporating new approach methods (NAMs) data in dose-response assessments: The future is now!Journal of toxicology and environmental health. Part B, Critical reviews · 2025
    Review
  3. Review
  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 2 countries.

Miaoying ShiDivision of Toxicology, Wageningen University, Stippeneng 4, 6708 WE, Wageningen, The Netherlands. smy920@outlook.com.ORCID 0000-0002-9159-1461
Yumeng DongDivision of Toxicology, Wageningen University, Stippeneng 4, 6708 WE, Wageningen, The Netherlands.
Hans BouwmeesterDivision of Toxicology, Wageningen University, Stippeneng 4, 6708 WE, Wageningen, The Netherlands.
Ivonne M C M RietjensDivision of Toxicology, Wageningen University, Stippeneng 4, 6708 WE, Wageningen, The Netherlands.
Marije StrikwoldVan Hall Larenstein University of Applied Sciences, 8901 BV, Leeuwarden, The Netherlands.
Wageningen University & Research · NLChinese Academy of Medical Sciences & Peking Union Medical College · CNVan Hall Larenstein University of Applied Sciences · NL

Funding

China Scholarship Council 201607720029
6 · The paper itself

Abstract

New approach methodologies predicting human cardiotoxicity are of interest to support or even replace in vivo-based drug safety testing. The present study presents an in vitro-in silico approach to predict the effect of inter-individual and inter-ethnic kinetic variations in the cardiotoxicity of R- and S-methadone in the Caucasian and the Chinese population. In vitro cardiotoxicity data, and metabolic data obtained from two approaches, using either individual human liver microsomes or recombinant cytochrome P450 enzymes (rCYPs), were integrated with physiologically based kinetic (PBK) models and Monte Carlo simulations to predict inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. Chemical specific adjustment factors were defined and used to derive dose-response curves for the sensitive individuals. Our simulations indicated that Chinese are more sensitive towards methadone-induced cardiotoxicity with Margin of Safety values being generally two-fold lower than those for Caucasians for both methadone enantiomers. Individual PBK models using microsomes and PBK models using rCYPs combined with Monte Carlo simulations predicted similar inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. The present study illustrates how inter-individual and inter-ethnic variations in cardiotoxicity can be predicted by combining in vitro toxicity and metabolic data, PBK modelling and Monte Carlo simulations. The novel methodology can be used to enhance cardiac safety evaluations and risk assessment of chemicals.

Indexed as

CardiotoxicityMethadoneCytochrome P-450 Enzyme SystemHumansKineticsMicrosomes, LiverModels, BiologicalCytochrome P-450 Enzyme SystemMethadoneHuman-induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CM)Inter-individual differencesMethadoneMonte Carlo simulationNew approach methodologies (NAM)Physiologically based kinetic (PBK) modellingQuantitative in vitro to in vivo extrapolation (QIVIVE)

Identifiers

PMID35604418
PMCPMC9217890
OpenAlexW4281399942

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.