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整合跨剂量反应氧化调节剂的基因表达和剪接动力学。

Integrating gene expression and splicing dynamics across dose-response oxidative modulators.

作者信息

Barutcu A Rasim, Black Michael B, Samuel Raymond, Slattery Scott, McMullen Patrick D, Nong Andy

机构信息

ScitoVation, Durham, NC, United States.

出版信息

Front Genet. 2024 May 22;15:1389095. doi: 10.3389/fgene.2024.1389095. eCollection 2024.

DOI:10.3389/fgene.2024.1389095
PMID:38846964
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11155298/
Abstract

Toxicological risk assessment increasingly utilizes transcriptomics to derive point of departure (POD) and modes of action (MOA) for chemicals. One essential biological process that allows a single gene to generate several different RNA isoforms is called alternative splicing. To comprehensively assess the role of splicing dysregulation in toxicological evaluation and elucidate its potential as a complementary endpoint, we performed RNA-seq on A549 cells treated with five oxidative stress modulators across a wide dose range. Differential gene expression (DGE) showed limited pathway enrichment except at high concentrations. However, alternative splicing analysis revealed variable intron retention events affecting diverse pathways for all chemicals in the absence of significant expression changes. For instance, diazinon elicited negligible gene expression changes but progressive increase in the number of intron retention events, suggesting splicing alterations precede expression responses. Benchmark dose modeling of intron retention data highlighted relevant pathways overlooked by expression analysis. Systematic integration of splicing datasets should be a useful addition to the toxicogenomic toolkit. Combining both modalities paint a more complete picture of transcriptomic dose-responses. Overall, evaluating intron retention dynamics afforded by toxicogenomics may provide biomarkers that can enhance chemical risk assessment and regulatory decision making. This work highlights splicing-aware toxicogenomics as a possible additional tool for examining cellular responses.

摘要

毒理学风险评估越来越多地利用转录组学来确定化学物质的作用起始点(POD)和作用模式(MOA)。一种允许单个基因产生几种不同RNA异构体的重要生物学过程称为可变剪接。为了全面评估剪接失调在毒理学评估中的作用,并阐明其作为补充终点的潜力,我们对在宽剂量范围内用五种氧化应激调节剂处理的A549细胞进行了RNA测序。差异基因表达(DGE)显示除高浓度外,通路富集有限。然而,可变剪接分析揭示了在无显著表达变化的情况下,所有化学物质均存在影响不同通路的可变内含子保留事件。例如,二嗪农引起的基因表达变化可忽略不计,但内含子保留事件的数量逐渐增加,表明剪接改变先于表达反应。内含子保留数据的基准剂量建模突出了表达分析所忽略的相关通路。剪接数据集的系统整合应是毒理基因组学工具包的一个有用补充。结合这两种模式可以更全面地描绘转录组剂量反应。总体而言,评估毒理基因组学提供的内含子保留动态可能会提供可增强化学风险评估和监管决策的生物标志物。这项工作突出了具有剪接意识的毒理基因组学作为检查细胞反应的一种可能的额外工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/4a5f76a45243/fgene-15-1389095-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/0c39cc886d6f/fgene-15-1389095-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/199adbd5a541/fgene-15-1389095-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/2aae9a8f32a2/fgene-15-1389095-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/80cf702f11f8/fgene-15-1389095-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/7e9da86df0fd/fgene-15-1389095-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/4a5f76a45243/fgene-15-1389095-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/0c39cc886d6f/fgene-15-1389095-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/199adbd5a541/fgene-15-1389095-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/2aae9a8f32a2/fgene-15-1389095-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/80cf702f11f8/fgene-15-1389095-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/7e9da86df0fd/fgene-15-1389095-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd58/11155298/4a5f76a45243/fgene-15-1389095-g006.jpg

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本文引用的文献

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Oxidative stress and activation of H2A.X in lung alveolar epithelial cells (A549) by nanoparticulate carbon black.纳米级炭黑致肺泡上皮细胞(A549)氧化应激及 H2A.X 激活
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g:Profiler-interoperable web service for functional enrichment analysis and gene identifier mapping (2023 update).用于功能富集分析和基因标识符映射的可互操作网络服务(2023 更新)。
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In vitro transcriptomic analyses reveal pathway perturbations, estrogenic activities, and potencies of data-poor BPA alternative chemicals.
体外转录组分析揭示了数据匮乏的 BPA 替代化学物质的途径扰动、雌激素活性和效力。
Toxicol Sci. 2023 Feb 17;191(2):266-275. doi: 10.1093/toxsci/kfac127.
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Stress-induced transcriptional readthrough into neighboring genes is linked to intron retention.应激诱导的转录通读至邻近基因与内含子保留有关。
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