Yihan Yang, Ting Rao, Sheng Wei, Jing Cheng, Ying Zhan, Teng Lin, Jincheng Chen, Xiaoling Zhong, Yijing Jiang, Shanli Yang
{"title":"炎性细胞因子和肠道微生物组在血管性痴呆症中的作用:孟德尔随机分析的启示。","authors":"Yihan Yang, Ting Rao, Sheng Wei, Jing Cheng, Ying Zhan, Teng Lin, Jincheng Chen, Xiaoling Zhong, Yijing Jiang, Shanli Yang","doi":"10.3389/fmicb.2024.1398618","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Both inflammatory cytokines and the gut microbiome are susceptibility factors for vascular dementia (VaD). The trends in the overall changes in the dynamics of inflammatory cytokines and in the composition of the gut microbiome are influenced by a variety of factors, making it difficult to fully explain the different effects of both on the different subtypes of VaD. Therefore, this Mendelian randomization (MR) study identified the inflammatory cytokines and gut microbiome members that influence the risk of developing VaD and their causal effects, and investigated whether inflammatory cytokines are gut microbiome mediators affecting VaD.</p><p><strong>Methods: </strong>We obtained pooled genome-wide association study (GWAS) data for 196 gut microbiota and 41 inflammatory cytokines and used GWAS data for six VaD subtypes, namely, VaD (mixed), VaD (multiple infarctions), VaD (other), VaD (subcortical), VaD (sudden onset), and VaD (undefined). We used the inverse-variance weighted (IVW) method as the primary MR analysis method. We conducted sensitivity analyses and reverse MR analyses to examine reverse causal associations, enhancing the reliability and stability of the conclusions. Finally, we used multivariable MR (MVMR) analysis to assess the direct causal effects of inflammatory cytokines and the gut microbiome on the risk of VaD, and performed mediation MR analysis to explore whether inflammatory factors were potential mediators.</p><p><strong>Results: </strong>Our two-sample MR study revealed relationships between the risk of six VaD subtypes and inflammatory cytokines and the gut microbiota: 7 inflammatory cytokines and 14 gut microbiota constituents were positively correlated with increased VaD subtype risk, while 2 inflammatory cytokines and 11 gut microbiota constituents were negatively correlated with decreased VaD subtype risk. After Bonferroni correction, interleukin-18 was correlated with an increased risk of VaD (multiple infarctions); macrophage migration inhibitory factor was correlated with an increased risk of VaD (sudden onset); interleukin-4 was correlated with a decreased risk of VaD (other); <i>Ruminiclostridium 6</i> and <i>Bacillales</i> were positively and negatively correlated with the risk of VaD (undefined), respectively; <i>Negativicutes</i> and <i>Selenomonadales</i> were correlated with a decreased risk of VaD (mixed); and <i>Melainabacteria</i> was correlated with an increased risk of VaD (multiple infarctions). Sensitivity analyses revealed no multilevel effects or heterogeneity and no inverse causality between VaD and inflammatory cytokines or the gut microbiota. The MVMR results further confirmed that the causal effects of <i>Negativicutes</i>, <i>Selenomonadales</i>, and <i>Melainabacteria</i> on VaD remain significant. Mediation MR analysis showed that inflammatory cytokines were not potential mediators.</p><p><strong>Conclusion: </strong>This study helps us to better understand the pathological mechanisms of VaD and suggests the potential value of targeting increases or decreases in inflammatory cytokines and gut microbiome members for VaD prevention and intervention.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":null,"pages":null},"PeriodicalIF":4.0000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11380139/pdf/","citationCount":"0","resultStr":"{\"title\":\"Role of inflammatory cytokines and the gut microbiome in vascular dementia: insights from Mendelian randomization analysis.\",\"authors\":\"Yihan Yang, Ting Rao, Sheng Wei, Jing Cheng, Ying Zhan, Teng Lin, Jincheng Chen, Xiaoling Zhong, Yijing Jiang, Shanli Yang\",\"doi\":\"10.3389/fmicb.2024.1398618\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Both inflammatory cytokines and the gut microbiome are susceptibility factors for vascular dementia (VaD). The trends in the overall changes in the dynamics of inflammatory cytokines and in the composition of the gut microbiome are influenced by a variety of factors, making it difficult to fully explain the different effects of both on the different subtypes of VaD. Therefore, this Mendelian randomization (MR) study identified the inflammatory cytokines and gut microbiome members that influence the risk of developing VaD and their causal effects, and investigated whether inflammatory cytokines are gut microbiome mediators affecting VaD.</p><p><strong>Methods: </strong>We obtained pooled genome-wide association study (GWAS) data for 196 gut microbiota and 41 inflammatory cytokines and used GWAS data for six VaD subtypes, namely, VaD (mixed), VaD (multiple infarctions), VaD (other), VaD (subcortical), VaD (sudden onset), and VaD (undefined). We used the inverse-variance weighted (IVW) method as the primary MR analysis method. We conducted sensitivity analyses and reverse MR analyses to examine reverse causal associations, enhancing the reliability and stability of the conclusions. Finally, we used multivariable MR (MVMR) analysis to assess the direct causal effects of inflammatory cytokines and the gut microbiome on the risk of VaD, and performed mediation MR analysis to explore whether inflammatory factors were potential mediators.</p><p><strong>Results: </strong>Our two-sample MR study revealed relationships between the risk of six VaD subtypes and inflammatory cytokines and the gut microbiota: 7 inflammatory cytokines and 14 gut microbiota constituents were positively correlated with increased VaD subtype risk, while 2 inflammatory cytokines and 11 gut microbiota constituents were negatively correlated with decreased VaD subtype risk. After Bonferroni correction, interleukin-18 was correlated with an increased risk of VaD (multiple infarctions); macrophage migration inhibitory factor was correlated with an increased risk of VaD (sudden onset); interleukin-4 was correlated with a decreased risk of VaD (other); <i>Ruminiclostridium 6</i> and <i>Bacillales</i> were positively and negatively correlated with the risk of VaD (undefined), respectively; <i>Negativicutes</i> and <i>Selenomonadales</i> were correlated with a decreased risk of VaD (mixed); and <i>Melainabacteria</i> was correlated with an increased risk of VaD (multiple infarctions). Sensitivity analyses revealed no multilevel effects or heterogeneity and no inverse causality between VaD and inflammatory cytokines or the gut microbiota. The MVMR results further confirmed that the causal effects of <i>Negativicutes</i>, <i>Selenomonadales</i>, and <i>Melainabacteria</i> on VaD remain significant. Mediation MR analysis showed that inflammatory cytokines were not potential mediators.</p><p><strong>Conclusion: </strong>This study helps us to better understand the pathological mechanisms of VaD and suggests the potential value of targeting increases or decreases in inflammatory cytokines and gut microbiome members for VaD prevention and intervention.</p>\",\"PeriodicalId\":12466,\"journal\":{\"name\":\"Frontiers in Microbiology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2024-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11380139/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Microbiology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3389/fmicb.2024.1398618\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Microbiology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fmicb.2024.1398618","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:炎性细胞因子和肠道微生物组都是血管性痴呆(VaD)的易感因素。炎性细胞因子动态和肠道微生物组组成的整体变化趋势受到多种因素的影响,因此很难完全解释两者对不同亚型血管性痴呆的不同影响。因此,这项孟德尔随机化(MR)研究确定了影响VaD发病风险的炎性细胞因子和肠道微生物组成员及其因果效应,并研究了炎性细胞因子是否是影响VaD的肠道微生物介质:我们获得了196个肠道微生物群和41个炎症细胞因子的全基因组关联研究(GWAS)数据,并使用了6种VaD亚型的GWAS数据,即VaD(混合型)、VaD(多发性梗死)、VaD(其他)、VaD(皮层下)、VaD(突发)和VaD(未定义)。我们使用逆方差加权(IVW)法作为主要的磁共振分析方法。我们进行了敏感性分析和反向 MR 分析,以检查反向因果关联,从而提高结论的可靠性和稳定性。最后,我们使用多变量 MR(MVMR)分析评估了炎性细胞因子和肠道微生物组对 VaD 风险的直接因果效应,并进行了中介 MR 分析以探讨炎性因素是否是潜在的中介因素:我们的双样本磁共振研究揭示了六种VaD亚型风险与炎性细胞因子和肠道微生物群之间的关系:7种炎性细胞因子和14种肠道微生物群成分与VaD亚型风险的增加呈正相关,而2种炎性细胞因子和11种肠道微生物群成分与VaD亚型风险的降低呈负相关。经 Bonferroni 校正后,白细胞介素-18 与 VaD(多次梗死)风险增加相关;巨噬细胞迁移抑制因子与 VaD(突发)风险增加相关;白细胞介素-4 与 VaD(其他)风险降低相关;反刍梭菌 6 和芽孢杆菌科分别与罹患 VaD(未定义)的风险呈正相关和负相关;阴性杆菌科和硒单胞菌科与罹患 VaD(混合型)的风险降低相关;美拉那菌科与罹患 VaD(多次梗死)的风险增加相关。敏感性分析表明,VaD 与炎性细胞因子或肠道微生物群之间没有多级效应或异质性,也没有反向因果关系。MVMR结果进一步证实,内生菌、硒单胞菌和美拉纳菌对VaD的因果效应仍然显著。中介MR分析表明,炎性细胞因子不是潜在的中介因子:这项研究有助于我们更好地了解 VaD 的病理机制,并提示了针对炎性细胞因子和肠道微生物组的增减来预防和干预 VaD 的潜在价值。
Role of inflammatory cytokines and the gut microbiome in vascular dementia: insights from Mendelian randomization analysis.
Background: Both inflammatory cytokines and the gut microbiome are susceptibility factors for vascular dementia (VaD). The trends in the overall changes in the dynamics of inflammatory cytokines and in the composition of the gut microbiome are influenced by a variety of factors, making it difficult to fully explain the different effects of both on the different subtypes of VaD. Therefore, this Mendelian randomization (MR) study identified the inflammatory cytokines and gut microbiome members that influence the risk of developing VaD and their causal effects, and investigated whether inflammatory cytokines are gut microbiome mediators affecting VaD.
Methods: We obtained pooled genome-wide association study (GWAS) data for 196 gut microbiota and 41 inflammatory cytokines and used GWAS data for six VaD subtypes, namely, VaD (mixed), VaD (multiple infarctions), VaD (other), VaD (subcortical), VaD (sudden onset), and VaD (undefined). We used the inverse-variance weighted (IVW) method as the primary MR analysis method. We conducted sensitivity analyses and reverse MR analyses to examine reverse causal associations, enhancing the reliability and stability of the conclusions. Finally, we used multivariable MR (MVMR) analysis to assess the direct causal effects of inflammatory cytokines and the gut microbiome on the risk of VaD, and performed mediation MR analysis to explore whether inflammatory factors were potential mediators.
Results: Our two-sample MR study revealed relationships between the risk of six VaD subtypes and inflammatory cytokines and the gut microbiota: 7 inflammatory cytokines and 14 gut microbiota constituents were positively correlated with increased VaD subtype risk, while 2 inflammatory cytokines and 11 gut microbiota constituents were negatively correlated with decreased VaD subtype risk. After Bonferroni correction, interleukin-18 was correlated with an increased risk of VaD (multiple infarctions); macrophage migration inhibitory factor was correlated with an increased risk of VaD (sudden onset); interleukin-4 was correlated with a decreased risk of VaD (other); Ruminiclostridium 6 and Bacillales were positively and negatively correlated with the risk of VaD (undefined), respectively; Negativicutes and Selenomonadales were correlated with a decreased risk of VaD (mixed); and Melainabacteria was correlated with an increased risk of VaD (multiple infarctions). Sensitivity analyses revealed no multilevel effects or heterogeneity and no inverse causality between VaD and inflammatory cytokines or the gut microbiota. The MVMR results further confirmed that the causal effects of Negativicutes, Selenomonadales, and Melainabacteria on VaD remain significant. Mediation MR analysis showed that inflammatory cytokines were not potential mediators.
Conclusion: This study helps us to better understand the pathological mechanisms of VaD and suggests the potential value of targeting increases or decreases in inflammatory cytokines and gut microbiome members for VaD prevention and intervention.
期刊介绍:
Frontiers in Microbiology is a leading journal in its field, publishing rigorously peer-reviewed research across the entire spectrum of microbiology. Field Chief Editor Martin G. Klotz at Washington State University is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.