ArticleFrontiers in immunology2026
Potential hazard assessment of 6PPD-quinone in the context of ulcerative colitis: network toxicology, machine learning, transcriptomic analysis, and preliminary
Article in Frontiers in immunology, 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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6 authors.
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Abstract
Background: The ubiquitous tire-derived pollutant 6PPD-quinone (6PPD-Q) poses potential systemic health risks, yet its toxicological impact on the intestinal tract, particularly in the context of ulcerative colitis (UC), remains largely unknown. This study aimed to investigate whether 6PPD-Q aggravates DSS-induced colitis and to identify candidate molecular events using integrative computational and experimental approaches. Methods: An integrative strategy combining network toxicology, machine learning, public bulk- and single-cell transcriptomic analyses, molecular simulations, and preliminary Results: Through multidimensional screening, we identified five core regulatory genes ( Conclusions: This study provides an integrative mechanistic framework for investigating the potential intestinal effects of 6PPD-Q under inflammatory conditions. By integrating computational target prioritization with
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