Evidence map›Paper›PMID 39397666›Full record

ArticleToxicological sciences : an official journal of the Society of Toxicology2025

Physiological liver microtissue 384-well microplate system for preclinical hepatotoxicity assessment of therapeutic small molecule drugs.

Lola Fäs, Minjun Chen, Weida Tong, Friederike Wenz, Nicola J Hewitt, Monika Tu, Katarzyna Sanchez, Natalia Zapiórkowska-Blumer, Hajnalka Varga, Karolina Kaczmarska and 2 more

Abstract read
In one paragraph

Article in Toxicological sciences : an official journal of the Society of Toxicology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
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

13 citing papers in PubMed.

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  13. macpie: Scalable workflow for high-throughput transcriptomic profiling.Computational and structural biotechnology journal · 2025
    Article
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

12 authors.

Lola FäsInSphero AG, CH-8952 Schlieren, Switzerland.
Minjun ChenDivision of Bioinformatics and Biostatistics, National Center for Toxicological Research (NCTR), U.S. Food and Drug Administration, Jefferson, AR 72079, United States.ORCID 0000-0002-6453-2351
Weida TongDivision of Bioinformatics and Biostatistics, National Center for Toxicological Research (NCTR), U.S. Food and Drug Administration, Jefferson, AR 72079, United States.ORCID 0000-0003-3488-6148
Friederike WenzInSphero AG, CH-8952 Schlieren, Switzerland.
Nicola J HewittScientific Writing Services, DE-64390 Erzhausen, Germany.ORCID 0000-0002-1045-0748
Monika TuInSphero AG, CH-8952 Schlieren, Switzerland.
Katarzyna SanchezInSphero AG, CH-8952 Schlieren, Switzerland.
Natalia Zapiórkowska-BlumerInSphero AG, CH-8952 Schlieren, Switzerland.
Hajnalka VargaInSphero AG, CH-8952 Schlieren, Switzerland.
Karolina KaczmarskaInSphero AG, CH-8952 Schlieren, Switzerland.
Maria Vittoria ColomboInSphero AG, CH-8952 Schlieren, Switzerland.
Bruno G H FilippiInSphero AG, CH-8952 Schlieren, Switzerland.ORCID 0009-0005-5331-2758

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatotoxicity can lead to the discontinuation of approved or investigational drugs. The evaluation of the potential hepatoxicity of drugs in development is challenging because current models assessing this adverse effect are not always predictive of the outcome in human beings. Cell lines are routinely used for early hepatotoxicity screening, but to improve the detection of potential hepatotoxicity, in vitro models that better reflect liver morphology and function are needed. One such promising model is human liver microtissues. These are spheroids made of primary human parenchymal and nonparenchymal liver cells, which are amenable to high throughput screening. To test the predictivity of this model, the cytotoxicity of 152 FDA (US Food & Drug Administration)-approved small molecule drugs was measured as per changes in ATP content in human liver microtissues incubated in 384-well microplates. The results were analyzed with respect to drug label information, drug-induced liver injury (DILI) concern class, and drug class. The threshold IC50ATP-to-Cmax ratio of 176 was used to discriminate between safe and hepatotoxic drugs. "vMost-DILI-concern" drugs were detected with a sensitivity of 72% and a specificity of 89%, and "vMost-DILI-concern" drugs affecting the nervous system were detected with a sensitivity of 92% and a specificity of 91%. The robustness and relevance of this evaluation were assessed using a 5-fold cross-validation. The good predictivity, together with the in vivo-like morphology of the liver microtissues and scalability to a 384-well microplate, makes this method a promising and practical in vitro alternative to 2D cell line cultures for the early hepatotoxicity screening of drug candidates.

Indexed as

Chemical and Drug Induced Liver InjuryDrug Evaluation, PreclinicalLiverAdenosine TriphosphateCells, CulturedHepatocytesHigh-Throughput Screening AssaysHumansSmall Molecule LibrariesSpheroids, CellularToxicity TestsAdenosine TriphosphateSmall Molecule LibrariesDILIdrug-induced liver injurydrug safetymicrophysiological systemspheroid cultures

Identifiers

PMID39397666
PMCPMC11664105

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Registered trials

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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.