{"title":"预测、预防和个性化的失眠药物:肠道微生物群和炎症","authors":"Hao-Wen Chen, Rui Zhou, Bi-Fei Cao, Kuan Liu, Qi Zhong, Yi-Ning Huang, Hua-Min Liu, Jin-Qing Zhao, Xian-Bo Wu","doi":"10.1007/s13167-023-00345-1","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>The human gut microbiota (GM) has been recognized as a significant factor in the development of insomnia, primarily through inflammatory pathways, making it a promising target for therapeutic interventions. Considering the principles of primary prediction, targeted prevention, and personalized treatment medicine (PPPM), identifying specific gut microbiota associated with insomnia and exploring the underlying mechanisms comprehensively are crucial steps towards achieving primary prediction, targeted prevention, and personalized treatment of insomnia.</p><h3 data-test=\"abstract-sub-heading\">Working hypothesis and methodology</h3><p>We hypothesized that alterations in the composition of specific GM could induce insomnia through an inflammatory response, which postulates the existence of a GM-inflammation-insomnia pathway. Mendelian randomization (MR) analyses were employed to examine this pathway and explore the mediative effects of inflammation. We utilized genetic proxies representing GM, insomnia, and inflammatory indicators (including 41 circulating cytokines and C-reactive protein (CRP)), specifically identified from European ancestry. The primary method used to identify insomnia-related GM and examine the medicative effect of inflammation was the inverse variance weighted method, supplemented by the MR-Egger and weighted median methods. Our findings have the potential to identify individuals at risk of insomnia through screening for GM imbalances, leading to the development of targeted prevention and personalized treatment strategies for the condition.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Nine genera and three circulating cytokines were identified to be associated with insomnia; only the associations of <i>Clostridium</i> (<i>innocuum</i> group) and β-NGF on insomnia remained significant after the FDR test, OR = 1.08 (95% CI = 1.04–1.12, <i>P</i> = 1.45 × 10<sup>−4</sup>, <i>q</i> = 0.02) and OR = 1.06 (95% CI = 1.02–1.10, <i>P</i> = 1.06 × 10<sup>−3</sup>, <i>q</i> = 0.04), respectively. CRP was associated with an increased risk of insomnia, OR = 1.05 (95% CI = 1.01–1.10, <i>P</i> = 6.42 × 10<sup>−3</sup>). CRP mediated the association of <i>Coprococcus</i> 1, <i>Holdemania</i>, and <i>Rikenellaceae</i> (<i>RC9gut</i> group) with insomnia. No heterogeneity or pleiotropy were detected.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Our study highlights the role of specific GM alterations in the development of insomnia and provides insights into the mediating effects of inflammation. Targeting these specific GM alterations presents a promising avenue for advancing the transition from reactive medicine to PPPM in managing insomnia, potentially leading to significant clinical benefits.</p>","PeriodicalId":54292,"journal":{"name":"Epma Journal","volume":"143 2 1","pages":""},"PeriodicalIF":6.5000,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The predictive, preventive, and personalized medicine of insomnia: gut microbiota and inflammation\",\"authors\":\"Hao-Wen Chen, Rui Zhou, Bi-Fei Cao, Kuan Liu, Qi Zhong, Yi-Ning Huang, Hua-Min Liu, Jin-Qing Zhao, Xian-Bo Wu\",\"doi\":\"10.1007/s13167-023-00345-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<h3 data-test=\\\"abstract-sub-heading\\\">Background</h3><p>The human gut microbiota (GM) has been recognized as a significant factor in the development of insomnia, primarily through inflammatory pathways, making it a promising target for therapeutic interventions. Considering the principles of primary prediction, targeted prevention, and personalized treatment medicine (PPPM), identifying specific gut microbiota associated with insomnia and exploring the underlying mechanisms comprehensively are crucial steps towards achieving primary prediction, targeted prevention, and personalized treatment of insomnia.</p><h3 data-test=\\\"abstract-sub-heading\\\">Working hypothesis and methodology</h3><p>We hypothesized that alterations in the composition of specific GM could induce insomnia through an inflammatory response, which postulates the existence of a GM-inflammation-insomnia pathway. Mendelian randomization (MR) analyses were employed to examine this pathway and explore the mediative effects of inflammation. We utilized genetic proxies representing GM, insomnia, and inflammatory indicators (including 41 circulating cytokines and C-reactive protein (CRP)), specifically identified from European ancestry. The primary method used to identify insomnia-related GM and examine the medicative effect of inflammation was the inverse variance weighted method, supplemented by the MR-Egger and weighted median methods. Our findings have the potential to identify individuals at risk of insomnia through screening for GM imbalances, leading to the development of targeted prevention and personalized treatment strategies for the condition.</p><h3 data-test=\\\"abstract-sub-heading\\\">Results</h3><p>Nine genera and three circulating cytokines were identified to be associated with insomnia; only the associations of <i>Clostridium</i> (<i>innocuum</i> group) and β-NGF on insomnia remained significant after the FDR test, OR = 1.08 (95% CI = 1.04–1.12, <i>P</i> = 1.45 × 10<sup>−4</sup>, <i>q</i> = 0.02) and OR = 1.06 (95% CI = 1.02–1.10, <i>P</i> = 1.06 × 10<sup>−3</sup>, <i>q</i> = 0.04), respectively. CRP was associated with an increased risk of insomnia, OR = 1.05 (95% CI = 1.01–1.10, <i>P</i> = 6.42 × 10<sup>−3</sup>). CRP mediated the association of <i>Coprococcus</i> 1, <i>Holdemania</i>, and <i>Rikenellaceae</i> (<i>RC9gut</i> group) with insomnia. No heterogeneity or pleiotropy were detected.</p><h3 data-test=\\\"abstract-sub-heading\\\">Conclusions</h3><p>Our study highlights the role of specific GM alterations in the development of insomnia and provides insights into the mediating effects of inflammation. Targeting these specific GM alterations presents a promising avenue for advancing the transition from reactive medicine to PPPM in managing insomnia, potentially leading to significant clinical benefits.</p>\",\"PeriodicalId\":54292,\"journal\":{\"name\":\"Epma Journal\",\"volume\":\"143 2 1\",\"pages\":\"\"},\"PeriodicalIF\":6.5000,\"publicationDate\":\"2023-11-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Epma Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s13167-023-00345-1\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Epma Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s13167-023-00345-1","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
摘要
人类肠道微生物群(GM)已被认为是失眠发展的一个重要因素,主要通过炎症途径,使其成为治疗干预的一个有希望的目标。考虑到初级预测、针对性预防和个性化治疗医学(PPPM)的原则,识别与失眠相关的特定肠道微生物群,全面探索其潜在机制,是实现失眠初级预测、针对性预防和个性化治疗的关键步骤。工作假设和方法我们假设特定GM成分的改变可以通过炎症反应诱导失眠,这假设了GM炎症-失眠途径的存在。采用孟德尔随机化(MR)分析来检查这一途径并探索炎症的中介作用。我们利用基因代理代表GM、失眠和炎症指标(包括41种循环细胞因子和c反应蛋白(CRP)),特别从欧洲血统中确定。鉴别与失眠相关的GM和检验炎症药物作用的主要方法是方差反加权法,辅以MR-Egger法和加权中位数法。我们的研究结果有可能通过筛查基因失衡来识别有失眠风险的个体,从而为这种情况制定有针对性的预防和个性化治疗策略。结果9个属和3种循环细胞因子与失眠相关;FDR检验后,只有梭状芽孢杆菌(innocuum组)和β-NGF与失眠的相关性仍然显著,OR = 1.08 (95% CI = 1.04 ~ 1.12, P = 1.45 × 10−4,q = 0.02)和OR = 1.06 (95% CI = 1.02 ~ 1.10, P = 1.06 × 10−3,q = 0.04)。CRP与失眠风险增加相关,OR = 1.05 (95% CI = 1.01-1.10, P = 6.42 × 10−3)。CRP介导Coprococcus 1, Holdemania和Rikenellaceae (RC9gut group)与失眠的关联。未发现异质性或多效性。结论我们的研究强调了特异性基因改变在失眠发展中的作用,并为炎症的介导作用提供了新的见解。针对这些特定的转基因改变,为推进从反应性药物到PPPM治疗失眠的转变提供了一条有希望的途径,可能会带来显著的临床效益。
The predictive, preventive, and personalized medicine of insomnia: gut microbiota and inflammation
Background
The human gut microbiota (GM) has been recognized as a significant factor in the development of insomnia, primarily through inflammatory pathways, making it a promising target for therapeutic interventions. Considering the principles of primary prediction, targeted prevention, and personalized treatment medicine (PPPM), identifying specific gut microbiota associated with insomnia and exploring the underlying mechanisms comprehensively are crucial steps towards achieving primary prediction, targeted prevention, and personalized treatment of insomnia.
Working hypothesis and methodology
We hypothesized that alterations in the composition of specific GM could induce insomnia through an inflammatory response, which postulates the existence of a GM-inflammation-insomnia pathway. Mendelian randomization (MR) analyses were employed to examine this pathway and explore the mediative effects of inflammation. We utilized genetic proxies representing GM, insomnia, and inflammatory indicators (including 41 circulating cytokines and C-reactive protein (CRP)), specifically identified from European ancestry. The primary method used to identify insomnia-related GM and examine the medicative effect of inflammation was the inverse variance weighted method, supplemented by the MR-Egger and weighted median methods. Our findings have the potential to identify individuals at risk of insomnia through screening for GM imbalances, leading to the development of targeted prevention and personalized treatment strategies for the condition.
Results
Nine genera and three circulating cytokines were identified to be associated with insomnia; only the associations of Clostridium (innocuum group) and β-NGF on insomnia remained significant after the FDR test, OR = 1.08 (95% CI = 1.04–1.12, P = 1.45 × 10−4, q = 0.02) and OR = 1.06 (95% CI = 1.02–1.10, P = 1.06 × 10−3, q = 0.04), respectively. CRP was associated with an increased risk of insomnia, OR = 1.05 (95% CI = 1.01–1.10, P = 6.42 × 10−3). CRP mediated the association of Coprococcus 1, Holdemania, and Rikenellaceae (RC9gut group) with insomnia. No heterogeneity or pleiotropy were detected.
Conclusions
Our study highlights the role of specific GM alterations in the development of insomnia and provides insights into the mediating effects of inflammation. Targeting these specific GM alterations presents a promising avenue for advancing the transition from reactive medicine to PPPM in managing insomnia, potentially leading to significant clinical benefits.
期刊介绍:
PMA Journal is a journal of predictive, preventive and personalized medicine (PPPM). The journal provides expert viewpoints and research on medical innovations and advanced healthcare using predictive diagnostics, targeted preventive measures and personalized patient treatments. The journal is indexed by PubMed, Embase and Scopus.