causal association

因果关联
  • 文章类型: Journal Article
    背景:虽然越来越多的证据表明偏头痛和心血管疾病之间存在关系,偏头痛和心血管疾病之间因果关系的遗传证据仍然很少。研究偏头痛与心血管疾病之间的因果关系至关重要。
    方法:我们使用公开的全基因组关联研究(GWAS)汇总数据集和严格筛选工具变量,进行了双向孟德尔随机化(MR)研究,包括发现样本和复制样本。四种不同的MR技术-逆方差加权(IVW),埃格先生,加权中位数,和加权模式-以及各种灵敏度分析-Cochran的Q,IVW径向,leave-one-out(LOO),和MR-PRESSO-用于研究心血管疾病和偏头痛之间的因果关系。
    结果:遗传预测的偏头痛对冠状动脉疾病的保护性因果效应(OR,0.881;95%CI0.790-0.982;p=0.023)和缺血性卒中(OR,0.912;95%CI0.854-0.974;p=0.006)在正向MR分析中检测到,但在任何其他心血管疾病中均未检测到。始终如一,我们还发现了冠状动脉粥样硬化的保护性因果效应(OR,0.865;95%CI0.797-0.940;p=0.001)和心肌梗死(OR,0.798;95%CI0.668-0.952;p=0.012)在反向MR分析中对偏头痛的影响。
    结论:我们发现偏头痛对冠心病和缺血性卒中具有潜在的保护作用,冠状动脉粥样硬化和心肌梗死对偏头痛具有潜在的保护作用。我们强调了流行病学和遗传差异,以及对偏头痛药物的长期安全性监测和未来研究以改善偏头痛患者的心血管结局的必要性。
    BACKGROUND: While growing evidence suggests a relationship between migraine and cardiovascular disease, the genetic evidence for a causal relationship between migraine and cardiovascular disease is still scarce. Investigating the causal association between migraine and cardiovascular disease is vital.
    METHODS: We carried out a bidirectional Mendelian randomization (MR) study including discovery samples and replication samples using publicly available genome-wide association study (GWAS) summary datasets and stringent screening instrumental variables. Four different MR techniques-Inverse variance weighted (IVW), MR ‒Egger, weighted median, and weighted mode-as well as various sensitivity analyses-Cochran\'s Q, IVW radial, leave-one-out (LOO), and MR-PRESSO-were utilized to investigate the causal relationship between cardiovascular disease and migraine.
    RESULTS: The protective causal effects of genetically predicted migraine on coronary artery disease (OR, 0.881; 95% CI 0.790-0.982; p = 0.023) and ischemic stroke (OR, 0.912; 95% CI 0.854-0.974; p = 0.006) were detected in forward MR analysis but not in any other cardiovascular disease. Consistently, we also discovered protective causal effects of coronary atherosclerosis (OR, 0.865; 95% CI 0.797-0.940; p = 0.001) and myocardial infarction (OR, 0.798; 95% CI 0.668-0.952; p = 0.012) on migraine in reverse MR analysis.
    CONCLUSIONS: We found a potential protective effect of migraine on coronary artery disease and ischemic stroke and a potential protective effect of coronary atherosclerosis and myocardial infarction on migraine. We emphasised epidemiological and genetic differences and the need for long-term safety monitoring of migraine medications and future research to improve cardiovascular outcomes in migraine patients.
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  • 文章类型: Journal Article
    骨关节炎(OA)是一种常见的退行性疾病,影响全球数百万人。
    目的:目前尚无关于OA、抑郁症,和全身脂肪量。在这项研究中,我们进行了两步孟德尔随机化分析,以确定两者之间的因果关系.
    方法:已发表的汇总水平数据来自全基因组关联研究(GWAS)。我们的研究包括357,957个样本和10,828,862个SNP。最后,OA的结果GWAS数据来自使用UKBiobank数据的OA遗传结构的GWAS.这项研究包括50,508个样本和15,845,511个SNP。我们使用了五种不同的分析模式,包括逆方差加权荟萃分析(IVW),MR-Egger回归,加权中位数,简单模式,和加权模式,探索因果关系。
    结果:我们发现抑郁症与体脂质量呈正相关,抑郁症导致体脂质量增加(IVW结果:p=3.39E-07,OR(95%CI)=2.16(1.61,2.90))。我们还发现身体脂肪量与OA之间存在正相关,随着体脂质量增加OA的风险(IVW结果:p=1.65E-33,OR(95%CI)=1.98(1.77,2.21)。体脂肪量在抑郁症与OA的因果关系中起着重要的中介作用,抑郁症引起的OA风险中约有14%是由体内脂肪量介导的。
    结论:我们的研究提供了可靠的证据,表明抑郁症对OA的风险有不利影响。未来的研究可以支持这些关联改善抑郁效应,包括社会,生物,和行为因素,降低患骨关节炎等慢性疾病的风险。发现与OA和抑郁症相关的高风险变异等位基因可用于预测疾病的发生,为临床干预和治疗OA提供依据。
    Osteoarthritis (OA) is a common degenerative disease that affects millions of individuals worldwide.
    OBJECTIVE: There is no conclusive epidemiological evidence regarding the relationship between OA, depression, and whole-body fat mass. In this study, we conducted a two-step Mendelian randomization analysis to determine the causal relationships between them.
    METHODS: The published summary-level data are from genome-wide association studies (GWAS). Our study included 357,957 samples and 10,828,862 SNPs. Finally, the outcome GWAS data for OA came from a GWAS on the genetic architecture of OA using UK Biobank data. This study included 50,508 samples and 15,845,511 SNPs. We used five different modes of analysis, including inverse variance weighted meta-analysis (IVW), MR-Egger regression, weighted median, simple mode, and weighted mode, to explore causal relationships.
    RESULTS: We found a positive correlation between depression and body fat mass, with depression leading to body fat mass an increase in (IVW result: p = 3.39E-07, OR (95 % CI) =2.16 (1.61, 2.90)). We also found a positive correlation between body fat mass and OA, with body fat mass increasing the risk of OA (IVW result: p = 1.65E-33, OR (95 % CI) = 1.98 (1.77, 2.21). Body fat mass played an important role as a mediator in the causal relationship between depression and OA, with approximately 14 % of the risk of OA caused by depression being mediated by body fat mass.
    CONCLUSIONS: Our study offers reliable evidence that depression has a detrimental impact on the risk of OA. Future research can support these associations from improving depressed effect, including social, biological, and behavioral factors, to reduce the risk of chronic diseases such as osteoarthritis. And we identified high-risk variation of alleles which associated with OA and depression can be used to predict disease and provide a basis for clinical intervention and treatment of OA.
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  • 文章类型: Journal Article
    先前的观察性研究揭示了脂肪酸(FA)与炎症性肠病(IBD)之间的密切关系。尽管如此,由于回顾性研究的固有局限性,两者之间的因果关系尚未明确。
    与17个FA指标相关的遗传变异来自全基因组关联研究。IBD的发现队列和测试队列的汇总统计,包括溃疡性结肠炎(UC)和克罗恩病(CD),可以从IIBDGC和FinnGen获得,分别。应用双向MR分析和多种测量的敏感性分析来全面研究FA和IBD之间的因果关系。
    结合各种MR方法的结果,测试队列的验证,和荟萃分析的合并,我们证明了基因预测的Omega-3FA水平,Omega-3FA与总FA的比率,二十二碳六烯酸(DHA)水平,DHA与总FA的比率降低了IBD的风险,UC,和CD。同时,多变量MR提示Omega-3FA和DHA对UC和CD的风险影响主要受饱和FA和单不饱和脂肪酸(MUFA)的影响。此外,尽管MUFA与总FA的比率以及多不饱和脂肪酸(PUFA)与MUFA和CD的比率之间存在因果关系,敏感性分析提示研究结果并不稳健.上述结果均无反向因果效应。
    这项MR调查提供了不同FA和IBD之间因果关系的证据。这些发现为IBD的治疗和预防提供了新的见解。
    UNASSIGNED: Previous observational studies have revealed the strong relationship between fatty acids (FA) and inflammatory bowel disease (IBD). Nonetheless, due to the inherent limitations of retrospective research, the causality between the two has not been clearly established.
    UNASSIGNED: Genetic variants associated with the 17 FA indicators were derived from genome-wide association studies. Summary statistics for the discovery cohort and testing cohort for IBD, including ulcerative colitis (UC) and Crohn\'s disease (CD), were available from IIBDGC and FinnGen, respectively. Bidirectional MR analysis and sensitivity analysis with multiple measures were applied to comprehensively investigate the causal link between FA and IBD.
    UNASSIGNED: Combining the results of various MR methods, the validation of testing cohort, and the merging of meta-analysis, we demonstrated that genetically predicted Omega-3 FA levels, Ratio of Omega-3 FA to total FA, Docosahexaenoic acid (DHA) levels, and Ratio of DHA to total FA reduced the risk of IBD, UC, and CD. Meanwhile, multivariate MR suggested that the risk effects of Omega-3 FA and DHA for UC and CD were mainly affected by Saturated FA and Monounsaturated fatty acid (MUFA). Furthermore, although there was the causal association between Ratio of MUFA to total FA as well as Ratio of Polyunsaturated fatty acid (PUFA) to MUFA and CD, sensitivity analysis prompted that the findings were not robust. None of the above results had a reverse causal effect.
    UNASSIGNED: This MR investigation provided evidence of causality between diverse FA and IBD. These findings offered new insights into the treatment and prevention of IBD.
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  • 文章类型: Journal Article
    血浆蛋白是中风的有希望的生物标志物和潜在的药物靶标。本研究旨在使用孟德尔随机化(MR)方法探讨血浆蛋白与卒中亚型之间是否存在因果关系。采用双样本双向孟德尔随机化方法来研究血浆蛋白与中风之间的因果关系。血浆蛋白的数据来自三项研究,包括INTERVAL,合并的中风信息来自MEGASTROKE联盟和英国生物银行数据集,涵盖中风的四种亚型。MR分析主要使用方差逆加权进行,并进行了敏感性分析.最后,使用双向MR评估潜在的反向因果关系.我们确定了两种与中风有因果关系的蛋白质:一种是潜在的治疗靶点,另一种是保护因子。发现CXCL8与大动脉粥样硬化(LAA)卒中的风险呈正相关(OR,1.005;95%CI1.001至1.010;p=0.022),而TNFRSF11b与发生LAA卒中的风险呈负相关(OR,0.937;95%CI0.892至0.984;p=0.010),独立于其他中风亚型。反向双变量分析未显示缺血性卒中与CXCL8和TNFRSF11b有因果关系。CXCL8和TNFRSF11b与左心耳卒中有因果关系,独立于其他亚型。这项研究为中风的遗传学研究提供了新的视角。
    Plasma proteins are promising biomarkers and potential drug targets for stroke. This study aimed to explore whether there is a causal relationship between plasma proteins and subtypes of stroke using a Mendelian randomization (MR) approach. A two-sample bidirectional Mendelian randomization approach was employed to investigate the causal link between plasma proteins and stroke. Data on plasma proteins were obtained from three studies, including INTERVAL, and pooled stroke information was sourced from the MEGASTROKE consortium and the UK Biobank dataset, covering four subtypes of stroke. MR analyses were primarily conducted using inverse variance weighting, and sensitivity analyses were also performed. Finally, potential reverse causality was assessed using bidirectional MR. We identified two proteins causally associated with stroke: one as a potential therapeutic target and another as a protective factor. CXCL8 was found to be positively associated with the risk of developing large-artery atherosclerotic (LAA) stroke (OR, 1.005; 95% CI 1.001 to 1.010; p = 0.022), whereas TNFRSF11b was negatively correlated with the risk of developing LAA stroke (OR, 0.937; 95% CI 0.892 to 0.984; p = 0.010), independently of other stroke subtypes. Reverse bivariate analysis did not indicate that ischemic stroke was causally associated with CXCL8 and TNFRSF11b. There is a causal relationship between CXCL8 and TNFRSF11b with LAA stroke, independent of other subtypes. This study offers a new perspective on the genetics of stroke.
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  • 文章类型: Journal Article
    现在有越来越多的证据表明2型糖尿病(T2DM)与阿尔茨海默病(AD)有关。然而,目前尚不清楚两者是否有因果关系。
    为了揭示T2DM和AD之间的因果关系,我们进行了双向孟德尔随机化(MR)分析.
    系统地筛选了遗传工具变量,和逆方差加权,MR-Egger回归,加权中位数,简单模式,和加权模式用于评估两种疾病之间的致病关联,和敏感性分析用于进一步验证结果的稳健性。
    以T2DM为暴露量的正向MR分析结果为[OR=0.998,95%CI(0.975~1.021),p=0.857],以AD为暴露量的反向MR分析结果为[OR=0.966,95%CI(0.934~0.999),p=0.043]。结果显示在基因水平上T2DM和AD之间没有显著关联(p<0.025)。敏感性分析与主要分析结果一致,证实了研究的稳健性。
    T2DM和AD可能没有遗传因果关系。
    UNASSIGNED: There is now increasing evidence that type 2 diabetes mellitus (T2DM) is associated with Alzheimer\'s disease (AD). However, it is unclear whether the two are causally related.
    UNASSIGNED: To reveal the causal association between T2DM and AD, we performed a bidirectional Mendelian randomization (MR) analysis.
    UNASSIGNED: Genetic instrumental variables were systematically screened, and inverse-variance weighting, MR-Egger regression, weighted median, simple mode, and weighted mode were applied to assess the pathogenic associations between the two diseases, and sensitivity analyses were used to further validate the robustness of the results.
    UNASSIGNED: The results of forward MR analysis with T2DM as the exposure were [OR = 0.998, 95% CI (0.975∼1.021), p = 0.857], and the results of reverse MR analysis with AD as the exposure were [OR = 0.966, 95% CI (0.934∼0.999), p = 0.043]. The results showed no significant association between T2DM and AD at the gene level (p < 0.025). Sensitivity analyses were consistent with the results of the main analysis, confirming the robustness of the study.
    UNASSIGNED: T2DM and AD may not be genetically causally associated.
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  • 文章类型: Journal Article
    观察性研究报告了体重指数(BMI)以及身高与气胸风险之间的关联。然而,长期以来,尚不清楚BMI或身高是否与气胸有因果关系.
    BMI的遗传汇总数据,身高和气胸来自多项独立的大基因组关联研究(GWAS).进行一系列质量控制步骤以选择仪器。进行了四个独立的双样本孟德尔随机化(MR)分析,以充分评估BMI或身高与气胸之间的因果关系。并通过一系列敏感性分析评估结果的稳健性。
    身高增加气胸的风险,OR为1.5181(95CI1.3092-1.7604;p=3.28e-08);没有证据表明BMI对气胸的风险有因果关系,OR为0.8979(95CI0.7417-1.0869;p=0.269)。身高增加自发性气胸的风险,OR为1.0010(95CI1.0002-1.0018;p=0.012);结果显示BMI与自发性气胸之间没有显著的因果关系,OR为0.9992(95CI0.9983-1.0002;p=0.112)。
    我们的结果支持身高与气胸之间的遗传关联。我们发现身高会增加气胸的风险。然而,没有证据表明BMI与气胸风险之间存在因果关系.BMI与气胸之间的关系需要进一步深入分析。
    UNASSIGNED: Observational studies have reported an association between body mass index (BMI) as well as height and the risk of pneumothorax. However, it has long been unclear whether BMI or height are causally associated with pneumothorax.
    UNASSIGNED: Genetic summary data for BMI, height and pneumothorax were retrieved from multiple independent large genome-wide association studies (GWAS). A series of quality control steps were conducted to select instruments. Four independent two-sample Mendelian randomization (MR) analyzes were performed to adequately assess the causal relationship between BMI or height on pneumothorax, and the robustness of the results was assessed by a series of sensitivity analyzes.
    UNASSIGNED: Height increased the risk of pneumothorax with an OR of 1.5181 (95%CI 1.3092-1.7604; p = 3.28e-08); there was no evidence of a causal effect of BMI on the risk of pneumothorax with an OR of 0.8979 (95%CI 0.7417-1.0869; p = 0.269). Height increased the risk of spontaneous pneumothorax with an OR of 1.0010 (95%CI 1.0002-1.0018; p = 0.012); the results showed no significant causal relationship between BMI and spontaneous pneumothorax either with an OR of 0.9992 (95%CI 0.9983-1.0002; p = 0.112).
    UNASSIGNED: Our results supported a genetic association between height and pneumothorax. We found that height increased the risk of pneumothorax. However, no evidence was found to suggest a causal relationship between BMI and pneumothorax risk. The relationship between BMI and pneumothorax requires further in-depth analysis.
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  • 文章类型: Journal Article
    背景:证据表明,2型糖尿病可以预防腹主动脉瘤(AAA)。然而,目前尚不清楚这两个条件之间是否存在因果关系,如果是,是否在种族群体中保持一致。
    方法:使用跨种族孟德尔随机化来检查2型糖尿病之间的因果关系,代谢性状,和AAA。逆方差加权是主要的分析工具,由MR-Egger补充,加权中位数,和孟德尔随机化多效度RESidualSum和离群值。使用CochranQ检验和MR-Egger截距评估异质性和水平多效性。分别。
    结果:根据逆方差加权,在欧洲人(比值比[OR]0.91,95%置信区间[CI]0.84~0.99;p=0.034)和东亚人(OR0.87,95%CI0.77~0.99;p=0.038)中,2型糖尿病与AAA呈负相关.欧洲人的空腹血糖与AAA呈负相关(OR0.56,95%CI0.33-0.96;p=0.034),但东亚人则没有。在欧洲人中,空腹胰岛素是AAA的危险因素(OR3.03,95%CI1.53-6.01;p=0.001),而2小时葡萄糖是保护性的(OR0.67,95%CI0.49-0.91;p=0.011)。糖化血红蛋白没有影响。工具变量不足阻碍了对空腹胰岛素关系的评估,糖化血红蛋白,东亚人的AAA和2小时葡萄糖。
    结论:在欧洲人和东亚人中,2型糖尿病可以预防AAA。不同糖代谢特征对AAA的影响可能为AAA治疗提供依据。
    BACKGROUND: Evidence suggests that type 2 diabetes mellitus may protect from abdominal aortic aneurysm (AAA). However, it is unclear whether a causal relationship exists between these two conditions and, if so, whether it remains consistent among racial groups.
    METHODS: Cross-ethnic Mendelian randomization was used to examine the causal relationships between type 2 diabetes mellitus, metabolic traits, and AAA. Inverse variance weighted was the primary analysis tool, supplemented by MR-Egger, weighted median, and Mendelian randomization Pleiotropy RESidual Sum and Outlier. Heterogeneity and horizontal pleiotropy were assessed using the Cochran\'s Q test and MR-Egger intercept, respectively.
    RESULTS: According to inverse variance weighted, an inverse correlation between type 2 diabetes mellitus and AAA was detected in Europeans (odds ratio [OR] 0.91, 95% confidence interval [CI] 0.84-0.99; p = 0.034) and East Asians (OR 0.87, 95% CI 0.77-0.99; p = 0.038). Fasting glucose was inversely associated with AAA in Europeans (OR 0.56, 95% CI 0.33-0.96; p = 0.034) but not in East Asians. In Europeans, fasting insulin was a risk factor for AAA (OR 3.03, 95% CI 1.53-6.01; p = 0.001), while 2-hour glucose was protective (OR 0.67, 95% CI 0.49-0.91; p = 0.011). Glycated hemoglobin had no effect. Insufficient instrumental variables prevented the evaluation of the relationships of fasting insulin, glycated hemoglobin, and 2-hour glucose with AAA in East Asians.
    CONCLUSIONS: Type 2 diabetes mellitus protects against AAA in Europeans and East Asians. The effects of different glucose metabolism characteristics on AAA may inform AAA treatment.
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  • 文章类型: Journal Article
    背景:这项研究的目的是基于双样本双向孟德尔随机化研究,探索免疫细胞与VaD之间的因果关系。
    方法:基于来自公开的全基因组关联研究的合并数据集,使用逆方差加权(IVW)进行双向双样本MR分析,加权中位数(WE),和MR-Egger回归评估免疫细胞与血管性痴呆之间的因果关系。使用Cochran的Q统计量评估异质性。利用MR-PRESSO方法进行异常检测,验证了MR分析结果的可靠性,用于水平多变量分析的MR-Egger方法,以及用于敏感性分析的留一法。
    结果:具体来说,27种免疫表型与VaD发病机制相关,包括Swmem%淋巴细胞(P=0.043),CD20上的CD38-(P=0.039),CD11c+单核细胞AC(P=0.024),DCAC(P=0.002),CD62L+髓样DC的CCR2(P=0.039),静息Treg%CD4(P=0.042),激活和静息Treg%CD4+(P=0.038),CD28+CD45RA-CD8br%CD8br(P=0.047),NK%CD3-淋巴细胞(P=0.042),B细胞上的CD45(P=0.029),NKT上的FSC-A(P=0.033),CD33brHLADR+CD14-上的CD45与VaD风险增加显著相关(P=0.039)。此外,四种免疫表型,即,CD20上的CD19-,静息Treg%CD4,激活和静息Treg%CD4+,CD11c+单核细胞AC,对VaD有双向影响。
    结论:MR分析揭示了某些免疫细胞与VaD之间的潜在因果关系。我们通过免疫细胞浸润分析的初步探索强调了免疫细胞在VaD中的重要价值。因此,本研究可能为VaD的防治提供新的视角。
    BACKGROUND: The aim of this study was to explore the causal association between immune cells and VaD based on a two-sample bidirectional Mendelian randomization study.
    METHODS: Bidirectional two-sample MR analyses based on pooled datasets from publicly available genome-wide association studies were performed using inverse variance weighted (IVW), weighted median (WE), and MR-Egger regressions to evaluate the causal relationships between immune cells and vascular dementia. Heterogeneity was assessed using Cochran\'s Q statistic. The reliability of the MR analysis results was verified by using the MR-PRESSO method for outlier detection, the MR-Egger method for horizontal multivariate analysis, and the leave-one-out method for sensitivity analysis.
    RESULTS: Specifically, 27 immunophenotypes were associated with VaD pathogenesis, including Sw mem %lymphocyte (P = 0.043), CD38 on CD20- (P = 0.039), CD11c+ monocyte AC (P = 0.024), DC AC (P = 0.002), CCR2 on CD62L+ myeloid DC (P = 0.039), Resting Treg %CD4 (P = 0.042), Activated & resting Treg %CD4+ (P = 0.038), CD28+ CD45RA- CD8br %CD8br (P = 0.047), NK %CD3- lymphocyte (P = 0.042), CD45 on B cell (P = 0.029), FSC-A on NKT (P = 0.033), CD45 on CD33br HLA DR+ CD14- (P = 0.039) were significantly correlated with increased VaD risk. Additionally, four immune phenotypes, namely, CD19 on CD20-, Resting Treg %CD4, Activated & resting Treg %CD4+, and CD11c+ monocyte AC, showed bidirectional effects on VaD.
    CONCLUSIONS: MR analysis revealed potential causal relationships between certain immune cells and VaD. Our preliminary exploration through immune cell infiltration analysis highlights the significant value of immune cells in VaD. Therefore, this study may provide a new perspective for the prevention and treatment of VaD.
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  • 文章类型: Journal Article
    观察性研究表明,低血压是谵妄的潜在危险因素。然而,以前的观察文章在确定低血压和谵妄之间因果关系方面的能力有限.本研究旨在使用双样本孟德尔随机化(MR)探索这两种情况之间的遗传因果关系。
    低血压和谵妄的全基因组关联研究(GWAS)汇总数据来自FinnGen联盟。研究人员利用了几种统计方法,例如逆方差加权(IVW),加权中位数,Egger先生,加权模式,进行MR统计分析的简单模式。为了识别MR结果之间的异质性,我们采用了Cochrane的Q检验。此外,我们使用MR-Egger截距检验和MR多效性残差和异常值(MR-PRESSO)检验水平多效性。
    研究结果表明,使用IVW方法,低血压被确定为谵妄的独立风险变量(p=0.010,比值比[OR][95%置信区间(CI)]=1.302[1.066-1.592])。发现水平多效性的存在对建立因果关系的影响最小(p=0.999),并且没有证据表明遗传变异之间的异质性(p=0.379)。此外,留一法证明了这种关联的稳定性和稳健性。
    我们进行了双样本MR分析,发现低血压和谵妄之间存在遗传因果关系的证据。我们的研究结果表明,具有低血压遗传倾向的个体发生谵妄的风险更高。这表明旨在改善围手术期低血压的干预措施可以帮助限制谵妄的发生率。
    UNASSIGNED: Observational research suggests that hypotension is a potential hazard factor of delirium. Nevertheless, previous observational articles are limited in their ability to establish causality between hypotension and delirium. The present study was sought to explore the genetic causal relationship between these two conditions using two-sample Mendelian randomization (MR).
    UNASSIGNED: Genome-wide association study (GWAS) summarized data for hypotension and delirium were obtained from the FinnGen Consortium. The researchers utilized several statistical methods, such as inverse-variance weighted (IVW), weighted median, MR Egger, weighted mode, and simple mode in conducting the MR statistical analysis. In order to identify heterogeneity among the MR outcomes, we employed the Cochrane\'s Q test. Furthermore, we used the MR-Egger intercept test and MR pleiotropy residual sum and outliers (MR-PRESSO) test to examine horizontal pleiotropy.
    UNASSIGNED: The findings revealed that hypotension was identified as an independent hazard variable for delirium (p = 0.010, odds ratio [OR] [95% confidence interval (CI)] = 1.302 [1.066-1.592]) using the IVW method. The presence of horizontal pleiotropy was found to have minimal impact on establishing causal relationship (p = 0.999), and there was no evidence to suggest heterogeneity between genetic variations (p = 0.379). Additionally, the leave-one-out method demonstrated the stability and robustness of this association.
    UNASSIGNED: We performed two-sample MR analyses and found evidence of a genetic causal relationship between hypotension and delirium. Our findings suggest that individuals with a genetic predisposition for hypotension may have a higher risk of developing delirium. This suggests that interventions aimed at improving perioperative hypotension could aid in limiting the incidence of delirium.
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  • 文章类型: Journal Article
    脑动脉瘤是一种预后不良的高危脑血管疾病,可能与多种因素有关。本研究旨在使用孟德尔随机化(MR)方法探索线粒体相关蛋白与脑动脉瘤风险之间的关联。
    我们使用IEUOpenGWAS项目中的线粒体相关蛋白和芬兰脑动脉瘤数据库中的GWAS汇总统计数据(uIA,aSAH)。使用MR-Egger评估线粒体相关暴露与脑动脉瘤之间的关联,加权模式,IVW,简单模式和加权中位数法。反向MR评估反向因果关系,而敏感性分析检查了工具变量的异质性和多效性。使用FDR校正证实了与脑动脉瘤的显着因果关系。
    通过MR分析,我们确定了与aSAH风险增加相关的六种线粒体蛋白:AIF1(OR:1.394,95%CI:1.109-1.752,p=0.0044),CCDC90B(OR:1.318,95%CI:1.132-1.535,p=0.0004),TIM14(OR:1.272,95%CI:1.041-1.553,p=0.0186),NAGS(OR:1.219,95%CI:1.008-1.475,p=0.041),tRNAPusA(OR:1.311,95%CI:1.096-1.569,p=0.003),和MRM3(OR:1.097,95%CI:1.016-1.185,p=0.0175)。其中,CCDC90B,tRNAPusA,AIF1与aSAH风险增加存在显著的因果关系(FDRq<0.1)。三种线粒体蛋白与UIA的风险增加相关:CCDC90B(OR:1.309,95%CI:1.05-1.632,p=0.0165),tRNAPusA(OR:1.306,95%CI:1.007-1.694,p=0.0438),和MRM3(OR:1.13,95%CI:1.012-1.263,p=0.0303)。在反向MR研究中,只有一种线粒体蛋白,TIM14(OR:1.087,95%CI:1.004-1.177,p=0.04),与aSAH有因果关系。敏感性分析未显示异质性或多效性。结果表明,CCDC90B,tRNAPusA,MRM3可能是脑动脉瘤(破裂和未破裂)的常见危险因素,虽然AIF1和NAGS与aSAH的风险增加特别相关,与UIA无关。TIM14可能与aSAH相互作用。
    我们的发现证实了线粒体相关蛋白与脑动脉瘤之间的因果关系,为未来研究这种疾病的发病机制和治疗提供新的见解。
    UNASSIGNED: Cerebral aneurysm is a high-risk cerebrovascular disease with a poor prognosis, potentially linked to multiple factors. This study aims to explore the association between mitochondrial-associated proteins and the risk of cerebral aneurysms using Mendelian randomization (MR) methods.
    UNASSIGNED: We used GWAS summary statistics from the IEU Open GWAS project for mitochondrial-associated proteins and from the Finnish database for cerebral aneurysms (uIA, aSAH). The association between mitochondrial-associated exposures and cerebral aneurysms was evaluated using MR-Egger, weighted mode, IVW, simple mode and weighted median methods. Reverse MR assessed reverse causal relationship, while sensitivity analyses examined heterogeneity and pleiotropy in the instrumental variables. Significant causal relationship with cerebral aneurysms were confirmed using FDR correction.
    UNASSIGNED: Through MR analysis, we identified six mitochondrial proteins associated with an increased risk of aSAH: AIF1 (OR: 1.394, 95% CI: 1.109-1.752, p = 0.0044), CCDC90B (OR: 1.318, 95% CI: 1.132-1.535, p = 0.0004), TIM14 (OR: 1.272, 95% CI: 1.041-1.553, p = 0.0186), NAGS (OR: 1.219, 95% CI: 1.008-1.475, p = 0.041), tRNA PusA (OR: 1.311, 95% CI: 1.096-1.569, p = 0.003), and MRM3 (OR: 1.097, 95% CI: 1.016-1.185, p = 0.0175). Among these, CCDC90B, tRNA PusA, and AIF1 demonstrated a significant causal relationship with an increased risk of aSAH (FDR q < 0.1). Three mitochondrial proteins were associated with an increased risk of uIA: CCDC90B (OR: 1.309, 95% CI: 1.05-1.632, p = 0.0165), tRNA PusA (OR: 1.306, 95% CI: 1.007-1.694, p = 0.0438), and MRM3 (OR: 1.13, 95% CI: 1.012-1.263, p = 0.0303). In the reverse MR study, only one mitochondrial protein, TIM14 (OR: 1.087, 95% CI: 1.004-1.177, p = 0.04), showed a causal relationship with aSAH. Sensitivity analysis did not reveal heterogeneity or pleiotropy. The results suggest that CCDC90B, tRNA PusA, and MRM3 may be common risk factors for cerebral aneurysms (ruptured and unruptured), while AIF1 and NAGS are specifically associated with an increased risk of aSAH, unrelated to uIA. TIM14 may interact with aSAH.
    UNASSIGNED: Our findings confirm a causal relationship between mitochondrial-associated proteins and cerebral aneurysms, offering new insights for future research into the pathogenesis and treatment of this condition.
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