Evidence map›Paper›PMID 42812597›Full record

ArticleFrontiers in pharmacology2026

An integrated network toxicology and multi-omics framework prioritizes BRCA1 as a testable candidate in benzo[a]pyrene-associated oral cancer.

Weijia Ye, Zhenyi Liu, Peng He

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 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

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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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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Weijia Ye *Department of Stomatology, Lishui Central Hospital, Lishui, Zhejiang, China.
Zhenyi Liu *Medical school, Shandong Xiehe University, Jinan, Shandong, China.
Peng HeDepartment of Stomatology, Lishui Central Hospital, Lishui, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Environmental exposure to benzo[a]pyrene (BaP) is a recognized risk factor for oral cancer, but systematic strategies for prioritizing candidate molecular nodes and generating experimentally testable hypotheses remain limited. Here, we conducted a hypothesis-generating, methodologically oriented exploratory study using an integrated three-tier framework comprising computational target prioritization, multi-omics contextualization, and preliminary phenotypic assessment. Network toxicology identified four genes shared between the predefined BaP-associated and oral cancer-related gene sets: EGFR, HRAS, TP53, and BRCA1. These genes constituted the complete intersection and were not ordered by a composite score. BRCA1 was selected as a study-specific, testable candidate for focused follow-up based on convergent expression, protein-context, and DNA-damage-response evidence. Exploratory docking and molecular dynamics analyses characterized a predicted BaP-BRCA1 structural model but did not establish direct biochemical binding. Single-cell and spatial transcriptomic analyses described the baseline distribution of BRCA1 across tumor, immune, and stromal compartments but lacked BaP exposure annotations. Separately, BaP treatment was accompanied by increased proliferation and BRCA1 mRNA expression in CAL27 and SCC9 cells, whereas BRCA1 knockdown attenuated BaP-associated proliferation and was accompanied by changes in p53-axis transcript and protein readouts. This exploratory study prioritizes BRCA1 as a testable candidate and illustrates the utility of integrating network toxicology with multi-omics contextualization. The current findings do not establish direct BaP-BRCA1 binding, direct regulation of BRCA1 by BaP, a definitive

Indexed as

benzo[a]pyrene (BaP)BRCA1multi-omicsnetwork toxicologyoral cancer

Identifiers

PMID42812597
PMCPMC13619942

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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.