Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Fl, USA.
Gut Microbes. 2023 Dec;15(2):2246184. doi: 10.1080/19490976.2023.2246184.
Opioid crisis is an ongoing epidemic since the past several decades in the United States. Opioid use-associated microbial dysbiosis is emerging as a key regulator of intestinal homeostasis and behavioral responses to opioid. However, the mechanistic insight into the role of microbial community in modulating host response is unavailable. To uncover the role of opioid-induced dysbiosis in disrupting intestinal homeostasis we utilized whole genome sequencing, untargeted metabolomics, and mRNA sequencing to identify changes in microbiome, metabolome, and host transcriptome respectively. Morphine treatment resulted in significant expansion of , , and depletion of . These changes correlated with alterations in lipid metabolites and flavonoids. Significant alteration in microbial metabolism (metabolism of lipids, amino acids, vitamins and cofactors) and increased expression of virulence factors and biosynthesis of lipopolysaccharides (LPS) and lipoteichoic acid (LTA) were observed in microbiome of morphine-treated animals. In concurrence with changes in microbiome and metabolome extensive changes in innate and adaptive immune response, lipid metabolism, and gut barrier dysfunction were observed in the host transcriptome. Microbiome depleted mice displayed lower levels of inflammation, immune response and tissue destruction compared to mice harboring a dysbiotic microbiome in response to morphine treatment, thus establishing dysbiotic microbiome as mediator of morphine gut pathophysiology. Integrative analysis of multi-omics data highlighted the associations between , , and altered levels of riboflavin, flavonoids, and lipid metabolites including phosphocholines, carnitines, bile acids, and ethanolamines with host gene expression changes involved in inflammation and barrier integrity of intestine. Omic analysis also highlighted the role of probiotic bacteria , metabolites flavonoids and riboflavin that were depleted with morphine as important factors for intestinal homeostasis. This study presents for the first time ever an interactive view of morphine-induced changes in microbial metabolism, strain level gut microbiome analysis and comprehensive view of changes in gut transcriptome. We also identified areas of potential therapeutic interventions to limit microbial dysbiosis and present a unique resource to the opioid research community.
阿片类药物危机是美国过去几十年来持续存在的一种流行病。阿片类药物使用相关的微生物失调正在成为调节肠道内稳态和阿片类药物行为反应的关键调节剂。然而,微生物群落在调节宿主反应中的作用的机制见解尚不清楚。为了揭示阿片类药物诱导的失调在破坏肠道内稳态中的作用,我们利用全基因组测序、非靶向代谢组学和 mRNA 测序分别鉴定微生物组、代谢组和宿主转录组的变化。吗啡处理导致显著扩展 , 和减少 。这些变化与脂质代谢物和类黄酮的变化相关。在吗啡处理动物的微生物组中观察到微生物代谢(脂质、氨基酸、维生素和辅因子代谢)的显著改变和毒力因子表达的增加以及脂多糖(LPS)和脂磷壁酸(LTA)的生物合成。与微生物组和代谢组的变化一致,宿主转录组中观察到固有和适应性免疫反应、脂质代谢和肠道屏障功能障碍的广泛改变。与含有失调微生物组的动物相比,微生物组耗竭的小鼠在对吗啡治疗的反应中表现出较低水平的炎症、免疫反应和组织破坏,从而确立失调微生物组作为吗啡肠道病理生理学的介导物。多组学数据的综合分析突出了 、 、 与核黄素、类黄酮和脂质代谢物(包括磷酸胆碱、肉碱、胆汁酸和乙醇胺)水平改变之间的关联,这些改变涉及与肠道炎症和屏障完整性相关的宿主基因表达变化。组学分析还突出了益生菌细菌 、 代谢物类黄酮和核黄素的作用,这些物质在吗啡处理中被耗尽,是肠道内稳态的重要因素。本研究首次提出了吗啡诱导的微生物代谢变化、肠道微生物组分析的菌株水平和肠道转录组变化的综合视图。我们还确定了限制微生物失调的潜在治疗干预领域,并为阿片类药物研究社区提供了独特的资源。