肠道微生物群、血浆代谢物和艾滋病病毒感染之间的因果关系:孟德尔随机化和中介分析的启示。

IF 4 3区 医学 Q2 VIROLOGY
Jiapeng Hu, Jinxin Hu, Dan Han
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引用次数: 0

摘要

目的:肠道菌群失调和代谢异常与 HIV 感染有关。然而,人们对肠道微生物群、代谢物和 HIV 感染之间的确切因果关系仍然知之甚少。我们的研究涉及孟德尔随机化(MR)和中介分析,旨在揭示这些因果关系:方法:从 MiBioGen 联盟(n = 18,340)检索肠道微生物群的遗传工具变量。代谢相关遗传变异来自 CLSA 队列(n = 8299)。无症状 HIV 感染的 GWAS 统计摘要来自芬兰基因研究(n = 309,154 个)和英国生物库(n = 208,808 个)。作为主要分析,我们使用反方差加权(IVW)方法进行了双向双样本 MR 分析,以评估因果关系。此外,我们还使用两步 MR 方法进行了中介分析:结果:与艾滋病病毒感染对肠道微生物群(或代谢物)的因果效应相比,肠道微生物群(或血浆代谢物)对艾滋病病毒感染风险的因果效应更为显著。蛋白菌门(OR:2.114,95% CI 1.042-4.288,P = 0.038)和反刍球菌属 UCG013(OR:2.127,95% CI 1.080-4.191,P = 0.029)对 HIV 感染有不利的因果效应,而严格梭菌属 1(OR:0.491,95% CI 0.252-0.956,P = 0.036)和赤霉菌科(OR:0.399,95% CI 0.193-0.827,P = 0.013)则是艾滋病毒的重要保护因素。水杨酰葡萄糖醛酸水平(OR = 2.233,95% CI 1.120-4.453,P = 0.023)对艾滋病毒感染有相当不利的因果影响。相反,水杨酸盐与柠檬酸盐的比率(OR:0.417,95% CI 0.253-0.688,P = 0.001)被认为是艾滋病病毒的保护因素。我们仅发现 1-棕榈酰-GPI 与 HIV 感染之间存在一种双向因果关系。从机制上看,嗜血杆菌属介导了三种磷脂对艾滋病病毒感染风险的因果效应:1-棕榈酰-GPI(介导比例=33.7%,P=0.018)、1-棕榈酰-2-丙烯酰-GPI(介导比例=18.3%,P=0.019)和1-亚油酰-2-亚麻酸酰-GPC(介导比例=20.3%,P=0.0216)。此外,5-十二碳烯酰基肉碱(C12:1)介导了Sellimonas属对HIV感染风险的因果效应(介导比例=13.7%,P=0.0348):我们的研究表明,肠道微生物群和代谢物对艾滋病病毒感染风险的因果影响比反向影响更大。我们确定了 1-棕榈酰-GPI(16:0)与 HIV 感染之间的双向因果关系,并阐明了四种中介关系。这些发现为艾滋病病毒感染的预测、预防和个性化医疗提供了遗传学见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Causal relationships between gut microbiota, plasma metabolites, and HIV infection: insights from Mendelian randomization and mediation analysis.

Objective: Gut dysbiosis and metabolic abnormalities have been implicated in HIV infection. However, the exact causal relationships among the gut microbiota, metabolites, and HIV infection remain poorly understood. Our study involving Mendelian randomization (MR) and mediation analysis aims to unveil these causalities.

Methods: Genetic instrumental variables for the gut microbiota were retrieved from MiBioGen consortium (n = 18,340). Metabolism-related genetic variants were sourced from the CLSA cohort (n = 8299). GWAS summary statistics for symptomatic HIV infection were derived from the FinnGen study (n = 309,154), and the UK Biobank (n = 208,808). We performed the bidirectional two-sample MR to assess causalities with the inverse-variance weighted (IVW) method as the primary analysis. Moreover, we executed a mediation analysis using two-step MR methods.

Results: Compared to the causal effects of HIV infection on gut microbiota (or metabolites), those of gut microbiota (or plasma metabolites) on the risk of HIV infection were more substantial. Phylum Proteobacteria (OR: 2.114, 95% CI 1.042-4.288, P = 0.038), and genus Ruminococcaceae UCG013 (OR: 2.127, 95% CI 1.080-4.191, P = 0.029) exhibited an adverse causal effect on HIV infection, whereas genus Clostridium sensu stricto 1(OR: 0.491, 95% CI 0.252-0.956, P = 0.036) and family Erysipelotrichaceae (OR: 0.399, 95% CI 0.193-0.827, P = 0.013) acted as significant protective factors for HIV. The salicyluric glucuronide level (OR = 2.233, 95% CI 1.120-4.453, P = 0.023) exhibited a considerably adverse causal effect on HIV infection. Conversely, the salicylate-to-citrate ratio (OR: 0.417, 95% CI 0.253-0.688, P = 0.001) was identified as a protective factor for HIV. We identified only one bidirectional causality between 1-palmitoyl-GPI and HIV infection. Mechanistically, genus Haemophilus mediated the causal effects of three phospholipids on HIV infection risk: 1-palmitoyl-GPI (mediation proportion = 33.7%, P = 0.018), 1-palmitoyl-2-arachidonoyl-GPI (mediation proportion = 18.3%, P = 0.019), and 1-linoleoyl-2-linolenoyl-GPC (mediation proportion = 20.3%, P = 0.0216). Additionally, 5-Dodecenoylcarnitine (C12:1) mediated the causal effect of genus Sellimonas on the risk of HIV infection (mediation proportion = 13.7%, P = 0.0348).

Conclusion: Our study revealed that gut microbiota and metabolites causally influence HIV infection risk more substantially than the reverse. We identified the bidirectional causality between 1-palmitoyl-GPI (16:0) and HIV infection, and elucidated four mediation relationships. These findings provide genetic insights into prediction, prevention, and personalized medicine of HIV infection.

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来源期刊
Virology Journal
Virology Journal 医学-病毒学
CiteScore
7.40
自引率
2.10%
发文量
186
审稿时长
1 months
期刊介绍: Virology Journal is an open access, peer reviewed journal that considers articles on all aspects of virology, including research on the viruses of animals, plants and microbes. The journal welcomes basic research as well as pre-clinical and clinical studies of novel diagnostic tools, vaccines and anti-viral therapies. The Editorial policy of Virology Journal is to publish all research which is assessed by peer reviewers to be a coherent and sound addition to the scientific literature, and puts less emphasis on interest levels or perceived impact.
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