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Investigating bidirectional causal relationships between gut microbiota and insomnia
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作者 Shangyun Shi Dongming Liu +2 位作者 Ancha Baranova Hongbao Cao Fuquan Zhang 《General Psychiatry》 2025年第4期281-289,共9页
Background Although studies in recent years have explored the impact of gut microbiota on various sleep characteristics,the interaction between gut microbiota and insomnia remains unclear.Aims We aimed to evaluate the... Background Although studies in recent years have explored the impact of gut microbiota on various sleep characteristics,the interaction between gut microbiota and insomnia remains unclear.Aims We aimed to evaluate the mutual influences between gut microbiota and insomnia.Methods We conducted Mendelian randomisation(MR)analysis using genome-wide association studies datasets on insomnia(N=386533),gut microbiota data from the MiBioGen alliance(N=18340)and the Dutch Microbiome Project(N=8208).The inverse variance weighted(IVW)technique was selected as the primary approach.Then,Cochrane’s Q,Mendelian randomization-Egger(MR-Egger)and MR Pleiotropy RESidual Sum and Outlier test(MRPRESSO)tests were used to detect heterogeneity and pleiotropy.The leave-one-out method was used to test the stability of the MR results.In addition,we performed the Steiger test to thoroughly verify the causation.Results According to IVW,our results showed that 14 gut bacterial taxa may contribute to the risks of insomnia(odds ratio(OR):1.01 to 1.04),while 8 gut bacterial taxa displayed a protective effect on this condition(OR:0.97 to 0.99).Conversely,reverse MR analysis showed that insomnia may causally decrease the abundance of 7 taxa(OR:0.21 to 0.57)and increase the abundance of 12 taxa(OR:1.65 to 4.43).Notably,the genus Odoribacter showed a significant positive causal relationship after conducting the Steiger test.Cochrane’s Q test indicated no significant heterogeneity between most singlenucleotide polymorphisms.In addition,no significant level of pleiotropy was found according to MR-Egger and MRPRESSO.Conclusions Our study highlighted the reciprocal relationships between gut microbiota and insomnia,which may provide new insights into the treatment and prevention of insomnia. 展开更多
关键词 Gut Microbiota Mendelian Randomization mibiogen alliance n Insomnia Genome Wide Association Studies mendelian randomisation mr analysis bidirectional causality inverse variance
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免疫球蛋白G N-糖基化与代谢特征之间的双向因果关联--一项孟德尔随机化研究
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作者 孟晓妮 曹维杰 +6 位作者 刘迪 Isinta Maranga Elijah 邢薇佳 侯海峰 徐希柱 宋曼殳 王友信 《Engineering》 SCIE EI CAS CSCD 2023年第7期74-88,I0004,共16页
既往研究已发现免疫球蛋白G(immunoglobulin G,IgG)N-糖基化与代谢特征之间存在关联,但它们之间是否存在因果关联尚有待研究。本研究使用孟德尔随机化(Mendelian randomization,MR)研究方法整合全基因组关联研究(genome-wide associatio... 既往研究已发现免疫球蛋白G(immunoglobulin G,IgG)N-糖基化与代谢特征之间存在关联,但它们之间是否存在因果关联尚有待研究。本研究使用孟德尔随机化(Mendelian randomization,MR)研究方法整合全基因组关联研究(genome-wide association studies,GWAS)和数量性状基因座(quantitative trait loci,QTL)数据探究IgG N-糖基化与代谢特征之间的双向因果关联。在正向MR分析中,通过整合IgG N-糖基-QTL遗传变异与GWAS数据和代谢特征进行分析,分别发现59个包括影响体质指数(body mass index,BMI)的9个IgG N-糖基(glycan peaks,GP)(GP1和GP6等)和影响空腹血糖(fasting plasma glucose,FPG)的7个IgG N-糖基(GP1和GP5等)以及15个[包括影响BMI的5个IgG N-糖基(GP2和GP11等)和影响FPG的4个IgG N-糖基(GP1和GP10等)]由遗传决定的IgG N-糖基在单样本和两样本MR研究中与代谢特征存在因果关联(全部P<0.05)。相应地,对整合代谢特征-QTL-遗传变异与GWAS结果和IgG N-糖基进行MR分析的结果显示,在单样本和两样本MR研究中,分别发现72个包括影响GP1的1个因果代谢特征[高密度脂蛋白胆固醇(high-density lipoprotein cholesterol,HDL-C)]和影响GP2的5个因果代谢特征[FPG、收缩压(systolic blood pressure,SBP)等]和4个[包括影响GP3的1个因果代谢特征(HDL-C)和影响GP9的1个代谢特征(HDL-C)]由遗传决定的代谢特征与IgG N-糖基之间存在因果关联(全部P<0.05)。值得注意的是,在单样本和两样本的MR分析中均发现了遗传决定的高水平的GP11与BMI水平增高存在因果关联[固定效应模型-Beta(SE):0.106(0.034)和0.010(0.005)]和高水平的HDL-C与GP9水平降低存在因果关联[-0.071(0.022)和-0.306(0.151)],且这一结果在单样本和两样本的meta汇总分析中得到了进一步验证[固定效应模型-Beta(95%置信区间)分别为:0.0109(0.0012,0.0207)和-0.0759(-0.1186,-0.0332)]。综上所述,本研究全面的双向MR分析提供了IgG N-糖基化与代谢特征之间双向因果关联的证据,在一定程度上揭示了IgG N-糖基化与代谢特征之间的生物学机制。 展开更多
关键词 Mendelian randomization study Immunoglobulin G N-glycosylation Metabolic traits Quantitative trait loci bidirectional causality
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