Evidence map›Paper›PMID 42347397›Full record

ArticleToxics2026

QSAR Modeling to Predict Aquatic Toxicity Across Multiple Species.

Iglika Lessigiarska, Petko Alov, Maria Angelova, Stefan Ivanov, Parashkev Katerski, Radostina Nikolova-Kejova, Ilza Pajeva, Tania Pencheva, Ivanka Tsakovska

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Iglika LessigiarskaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0001-9975-4010
Petko AlovInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0003-1320-2173
Maria AngelovaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0002-7282-5904
Stefan IvanovInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0002-6949-2328
Parashkev KaterskiInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0009-0008-4541-4246
Radostina Nikolova-KejovaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0009-0006-3425-1088
Ilza PajevaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0001-5412-1586
Tania PenchevaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0002-1439-8895
Ivanka TsakovskaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Bl. 21, 1113 Sofia, Bulgaria.ORCID 0000-0003-1389-1685

Funding

European Union through the NextGenerationEU instrument under the Recovery and Resilience Facility in implementation of investment C2I2: "Enhancing the innovation capacity of the Bulgarian Academy of Sciences in the field of green and digital technologies" BG-RRP-2.017-0038-C01
6 · The paper itself

Abstract

This study addresses the growing need for efficient and reliable application of New Approach Methodologies (NAMs) to assess aquatic toxicity of chemicals in response to increasing environmental contamination and regulatory demands. Particular emphasis is placed on in silico methods, especially quantitative structure-activity relationship (QSAR) modeling. Curated and structurally diverse datasets were compiled for representative aquatic organisms from different trophic levels, including the microalga

Indexed as

Daphnia magnafathead minnowQSAARQSARrandom forestRaphidocelis subcapitatazebrafish embryo

Identifiers

PMID42347397
PMCPMC13307692

What OpenQuestion holds

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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.