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宿主遗传学和肠道微生物群共同导致协同交叉小鼠的氧化偶氮甲烷诱导的急性毒性。

Host genetics and gut microbiota cooperatively contribute to azoxymethane-induced acute toxicity in Collaborative Cross mice.

机构信息

Department of Medical Oncology, Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.

出版信息

Arch Toxicol. 2021 Mar;95(3):949-958. doi: 10.1007/s00204-021-02972-x. Epub 2021 Jan 17.

Abstract

Azoxymethane (AOM) is a widely used carcinogen to study chemical-induced colorectal carcinogenesis and is an agent for studying fulminant hepatic failure. The inter-strain susceptibility to acute toxicity by AOM has been reported, but its association with host genetics or gut microbiota remains largely unexplored. Here a cohort of genetically diverse Collaborative Cross (CC) mice was used to assess the contribution of host genetics and the gut microbiome to AOM-induced acute toxicity. We observed variation in AOM-induced acute liver failure across CC strains. Quantitative trait loci (QTL) analysis revealed three chromosome regions significantly associated with AOM toxicity. Genes located within these QTL, including peroxisome proliferator-activated receptor alpha (Ppara), were enriched for enzyme activator and nucleoside-triphosphatase regulator activity. We further demonstrated that the protein level of PPARα in liver tissues from sensitive strains was remarkably lower compared to levels in resistant strains, consistent with protective role of PPAR family in liver injury. We discovered that the abundance levels of gut microbial families Anaeroplasmataceae, Ruminococcaceae, Lactobacillaceae, Akkermansiaceae and Clostridiaceae were significantly higher in the sensitive strains compared to the resistant strains. Using a random forest classifier method, we determined that the relative abundance levels of these microbial families predicted AOM toxicity with the area under the receiver-operating curve (AUC) of 0.75. Combining the three genetic loci and five microbial families increased the predictive accuracy of AOM toxicity (AUC of 0.99). Moreover, we found that Ruminococcaceae and Lactobacillaceae acted as mediators between host genetics and AOM toxicity. In conclusion, this study shows that host genetics and specific microbiome members play a critical role in AOM-induced acute toxicity, which provides a framework for analysis of the health effects from environmental toxicants.

摘要

偶氮甲烷(AOM)是一种广泛用于研究化学诱导的结直肠癌变的致癌物质,也是研究暴发性肝衰竭的药物。据报道,AOM 对不同品系的急性毒性存在易感性差异,但宿主遗传学或肠道微生物群与急性毒性的关系在很大程度上仍未得到探索。本研究使用遗传背景多样化的 CC 品系小鼠评估了宿主遗传学和肠道微生物组对 AOM 诱导的急性毒性的贡献。我们观察到 CC 品系间 AOM 诱导的急性肝衰竭存在差异。数量性状位点(QTL)分析显示,三个染色体区域与 AOM 毒性显著相关。位于这些 QTL 内的基因,包括过氧化物酶体增殖物激活受体α(Ppara),富含酶激活剂和核苷三磷酸酶调节剂活性。我们进一步表明,与抗性品系相比,敏感品系肝脏组织中 PPARα 的蛋白水平显著降低,这与 PPAR 家族在肝损伤中的保护作用一致。我们发现,与抗性品系相比,敏感品系肠道微生物家族厌氧杆菌科、瘤胃球菌科、乳杆菌科、阿克曼氏菌科和梭菌科的丰度水平显著更高。使用随机森林分类器方法,我们确定这些微生物家族的相对丰度水平可以预测 AOM 毒性,其受试者工作特征曲线(ROC)下面积(AUC)为 0.75。将三个遗传位点和五个微生物家族相结合可提高 AOM 毒性的预测准确性(AUC 为 0.99)。此外,我们发现瘤胃球菌科和乳杆菌科在宿主遗传学和 AOM 毒性之间发挥了中介作用。总之,本研究表明宿主遗传学和特定微生物群成员在 AOM 诱导的急性毒性中起着关键作用,为分析环境毒物对健康的影响提供了框架。

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