Evidence map›Paper›PMID 42646768›Full record

ArticleToxins2026

Toxicity and DNA Adduct Formation Reinforce AI-Guided Prediction of Aflatoxin B1 Bioactivation in VERO E6 Cells.

Bharti Sangwan, Ugochukwu Okoro, Isabella Atteck, Pawel Jaruga, Chinwe Ekenna, Michael Fasullo

Abstract read
In one paragraph

Article in Toxins, 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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0citing papers 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

The trial behind it

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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

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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

6 authors.

Bharti SangwanDepartment of Nanoscale Science and Engineering, University at Albany, 257 Fuller Road, Albany, NY 12203, USA.
Ugochukwu OkoroDepartment of Computer Science, University at Albany, 1400 Washington Avenue, Albany, NY 12222, USA.ORCID 0009-0000-2750-0169
Isabella AtteckDepartment of Nanoscale Science and Engineering, University at Albany, 257 Fuller Road, Albany, NY 12203, USA.ORCID 0009-0001-1372-3764
Pawel JarugaBiomolecular Measurement Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD 20899, USA.ORCID 0000-0001-9192-6084
Chinwe EkennaDepartment of Computer Science, University at Albany, 1400 Washington Avenue, Albany, NY 12222, USA.
Michael FasulloDepartment of Nanoscale Science and Engineering, University at Albany, 257 Fuller Road, Albany, NY 12203, USA.ORCID 0000-0003-4327-6907

Funding

Genomic profiling of yeast resistance to heterocylic aromatic aminesR15ES023685 · NIEHS · SUNY POLYTECHNIC INSTITUTE · PI FASULLO, MICHAEL THOMAS · 2014 to 2019
$903k
NIEHS NIH HHS R15 ES023685NIH HHS 1R15ES023685-06
6 · The paper itself

Abstract

VERO cells, derived from the kidney epithelium of the African green monkey, are widely used in virology, but their ability to metabolize xenobiotics is not fully understood. Since cytochrome P450 (CYP) enzymes participate in xenobiotic metabolism, we investigated which CYP genes are expressed in VERO-E6 cells. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) showed that VERO-E6 cells express CYP3A4, CYP3A5, and CYP3A7. In contrast, CYP1A1, CYP1A2, CYP1B1, CYP2E1, CYP2D6, and CYP2C9 transcripts were either not detected or at a low detection level. To determine whether the encoded enzymes have the potential to activate aflatoxin B1 (AFB1), we used artificial intelligence (AI)-based structural modeling along with molecular docking. AI modeling suggested that CYP3A enzymes can position AFB1 in an orientation compatible with the formation of the reactive intermediate, and CYP3A4 showed the most favorable predicted interaction (docking score: -16.3 kcal/mol). To demonstrate AFB1 bioactivation, we exposed VERO-E6 cells to 200 nmol/L AFB1. After 10 days, we observed about 40% cell death. Liquid chromatography-tandem mass spectroscopy (LC-MS/MS) analysis confirmed the presence of AFB1-derived DNA adducts, indicating that metabolic activation occurred in these cells. These findings support the presence of CYP-dependent AFB1 bioactivation in VERO-E6 cells. Thus, combining computational and experimental approaches elucidates xenobiotic metabolism in cells where biochemical data are limited.

Indexed as

Aflatoxin B1DNA AdductsAnimalsChlorocebus aethiopsCytochrome P-450 Enzyme SystemMolecular Docking SimulationVero CellsAflatoxin B1Cytochrome P-450 Enzyme SystemDNA Adductsaflatoxin B1AlphaFoldAutoDoc Vinacytochrome P450DNA adducts

Identifiers

PMID42646768
PMCPMC13517767

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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.