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细胞形态数量性状基因座揭示了基因与环境在遗传多样性细胞群体中的相互作用。

Cell morphology QTL reveal gene by environment interactions in a genetically diverse cell population.

作者信息

O'Connor Callan, Keele Gregory R, Martin Whitney, Stodola Timothy, Gatti Daniel, Hoffman Brian R, Korstanje Ron, Churchill Gary A, Reinholdt Laura G

机构信息

The Jackson Laboratory, Bar Harbor, ME 04609, USA.

Graduate School of Biomedical Sciences, Tufts University, Boston, MA 02111, USA.

出版信息

bioRxiv. 2023 Nov 18:2023.11.18.567597. doi: 10.1101/2023.11.18.567597.

DOI:10.1101/2023.11.18.567597
PMID:38014303
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10680806/
Abstract

Genetically heterogenous cell lines from laboratory mice are promising tools for population-based screening as they offer power for genetic mapping, and potentially, predictive value for experimentation in genetically matched individuals. To explore this further, we derived a panel of fibroblast lines from a genetic reference population of laboratory mice (the Diversity Outbred, DO). We then used high-content imaging to capture hundreds of cell morphology traits in cells exposed to the oxidative stress-inducing arsenic metabolite monomethylarsonous acid (MMA). We employed dose-response modeling to capture latent parameters of response and we then used these parameters to identify several hundred cell morphology quantitative trait loci (cmQTL). Response cmQTL encompass genes with established associations with cellular responses to arsenic exposure, including and , as well as novel gene candidates like . Moreover, baseline trait cmQTL highlight the influence of natural variation on fundamental aspects of nuclear morphology. We show that the natural variants influencing response include both coding and non-coding variation, and that cmQTL haplotypes can be used to predict response in orthogonal cell lines. Our study sheds light on the major molecular initiating events of oxidative stress that are under genetic regulation, including the NRF2-mediated antioxidant response, cellular detoxification pathways, DNA damage repair response, and cell death trajectories.

摘要

来自实验小鼠的基因异质细胞系是基于群体筛查的有前景的工具,因为它们为基因定位提供了能力,并且潜在地为基因匹配个体的实验提供了预测价值。为了进一步探索这一点,我们从实验小鼠的遗传参考群体(多样性远交群体,DO)中获得了一组成纤维细胞系。然后,我们使用高内涵成像技术在暴露于诱导氧化应激的砷代谢物一甲基亚砷酸(MMA)的细胞中捕获了数百个细胞形态特征。我们采用剂量反应建模来捕获反应的潜在参数,然后使用这些参数来识别数百个细胞形态数量性状位点(cmQTL)。反应cmQTL包括与细胞对砷暴露反应有既定关联的基因,包括 和 ,以及像 这样的新基因候选物。此外,基线性状cmQTL突出了自然变异对核形态基本方面的影响。我们表明,影响反应的自然变异包括编码和非编码变异,并且cmQTL单倍型可用于预测正交细胞系中的反应。我们的研究揭示了受遗传调控的氧化应激的主要分子起始事件,包括NRF2介导的抗氧化反应、细胞解毒途径、DNA损伤修复反应和细胞死亡轨迹。

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本文引用的文献

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High-dimensional phenotyping to define the genetic basis of cellular morphology.高维表型分析定义细胞形态的遗传基础。
Nat Commun. 2024 Jan 6;15(1):347. doi: 10.1038/s41467-023-44045-w.
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Temporal Progression of Aortic Valve Pathogenesis in a Mouse Model of Osteogenesis Imperfecta.成骨不全小鼠模型中主动脉瓣发病机制的时间进程
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Resolution of structural variation in diverse mouse genomes reveals chromatin remodeling due to transposable elements.不同小鼠基因组中结构变异的解析揭示了转座元件导致的染色质重塑。
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Which mouse multiparental population is right for your study? The Collaborative Cross inbred strains, their F1 hybrids, or the Diversity Outbred population.哪种多亲代小鼠群体更适合你的研究?共交配系近交株系、它们的 F1 杂种,还是多样性远交群体。
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Inherited genetic effects on arsenic metabolism: A comparison of effects on arsenic species measured in urine and in blood.砷代谢的遗传效应:尿液和血液中砷形态测量结果的效应比较。
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Comparative Toxicogenomics Database (CTD): update 2023.比较毒理学基因组数据库(CTD):2023 年更新。
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QTLViewer: an interactive webtool for genetic analysis in the Collaborative Cross and Diversity Outbred mouse populations.QTLViewer:用于协作交叉和多样性远交小鼠群体遗传分析的交互式网络工具。
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10
Genetic control of the pluripotency epigenome determines differentiation bias in mouse embryonic stem cells.基因控制多能性表观基因组决定了小鼠胚胎干细胞的分化偏向。
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