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
    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
    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
    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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  • 文章类型: Journal Article
    微量营养素水平在癫痫中起关键作用。本研究通过孟德尔随机化(MR)调查微量营养素水平对癫痫的影响。
    双样本MR框架评估了15种血清微量营养素与癫痫表型之间的遗传关联。分析包括钙,铁,锌,硒,铜,镁,钾,叶酸,维生素B6,B12,C,D,E,视黄醇,和胡萝卜素对抗所有癫痫,全身性癫痫,儿童失神癫痫(CAE),青少年失神癫痫(JAE),青少年肌阵挛性癫痫(JME),单纯全身性强直-阵挛性癫痫发作和尖峰波脑电图(GTCS),和各种局灶性癫痫表型[与海马硬化(HS),HS以外的病变,病变阴性]。随机效应逆方差加权(IVW)模型是使用的主要方法,由异质性和多效性评估支持。多变量孟德尔随机化分析(MVMR)用于确定与不同癫痫亚型显著相关的微量营养素,并确认这些亚型的最潜在的因果危险因素。
    锌可增加HS患者发生局灶性癫痫的风险(OR=1.01;p=0.045)。胡萝卜素与病变阴性病例的高风险相似(OR=1.129;p=0.037)。相反,维生素B6与HS局灶性癫痫的风险降低相关(OR=0.949;p=0.020),维生素D与CAE(OR=0.976,95%CI:0.959-0.993,p=0.006)和JAE(OR=0.986,95%CI:0.973-0.999,p=0.032)的风险降低相关.这些协会是强大的,在各种敏感性分析中显示出最小的异质性,没有多效性的证据。使用MVMR调整后,维生素D与CAE和JAE之间存在显著的因果关系。此外,锌和维生素B6对HS局灶性癫痫的因果关系无显著意义,虽然在调整维生素D后,胡萝卜素从局灶性癫痫病灶阴性的危险因素转变为保护因素。
    MR估计提供了维生素D对降低CAE风险的因果影响的有力证据,和JAE,这可能提供替代治疗策略。
    UNASSIGNED: Micronutrient levels play a critical role in epilepsy. This study investigates the impact of micronutrient levels on epilepsy via Mendelian randomization (MR).
    UNASSIGNED: A two-sample MR framework evaluated the genetic association between 15 serum micronutrients and epilepsy phenotypes. The analysis included calcium, iron, zinc, selenium, copper, magnesium, potassium, folate, vitamins B6, B12, C, D, E, retinol, and carotene against all epilepsy, generalized epilepsy, childhood absence epilepsy (CAE), juvenile absence epilepsy (JAE), juvenile myoclonic epilepsy (JME), generalized tonic-clonic seizures alone and with spike-wave electroencephalography (GTCS), and various focal epilepsy phenotypes [with hippocampal sclerosis (HS), lesions other than HS, lesion-negative]. The random-effects inverse-variance weighted (IVW) model was the primary method used, supported by heterogeneity and pleiotropy assessments. Multivariable Mendelian randomization analyses (MVMR) were used to identify micronutrients that are significantly causally associated with different epilepsy subtypes and to confirm the most potential causal risk factors for these subtypes.
    UNASSIGNED: Zinc conferred an increased risk of focal epilepsy with HS (OR = 1.01; p = 0.045). Carotene was similarly linked to higher risks of lesion-negative cases (OR = 1.129; p = 0.037). Conversely, vitamin B6 was associated with reduced risks of focal epilepsy with HS (OR = 0.949; p = 0.020), and vitamin D was linked to decreased risks of both CAE (OR = 0.976, 95% CI: 0.959-0.993, p = 0.006) and JAE (OR = 0.986, 95% CI: 0.973-0.999, p = 0.032). These associations were robust, showing minimal heterogeneity and no evidence of pleiotropy across various sensitivity analyses. After adjustment using MVMR, significant causal relationships between vitamin D and both CAE and JAE remained. Furthermore, the causal relationship between zinc and vitamin B6 on focal epilepsy with HS became non-significant, while carotene shifted from a risk factor to a protective factor for focal epilepsy lesion-negative after adjusting for vitamin D.
    UNASSIGNED: MR estimates provide robust evidence for the causal effects of vitamin D on reducing the risk of CAE, and JAE, which might provide alternative treatment strategies.
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  • 文章类型: Journal Article
    越来越多的证据表明,肠道微生物组和斑秃之间存在密切的相关性。鉴于肠道微生物群的广泛多样性,本研究旨在利用最新的全面数据来探索肠道微生物群与斑秃之间的因果关系.
    我们进行了一项基于孟德尔随机化(MR)的双样本研究,以阐明肠道微生物群与斑秃之间的因果关系。
    从FinnGen研究中获得了Ncase=767和Ncontrol=394,105例斑秃的摘要信息。从全基因组关联研究(GWAS)目录中总结了总共473个肠道微生物类群。该研究包括前瞻性孟德尔随机化(MR)分析,以肠道微生物群为暴露因子,以斑秃为结果,以及以斑秃为暴露因子和肠道微生物组为结果的反向MR分析。各种分析方法,包括方差逆加权(IVW),加权中位数,MR-Egger,加权模式,采用了简单模式。随后,进行敏感性分析以确保我们研究结果的稳健性。
    这项研究建立了肠道微生物群与斑秃之间的因果关系。正向因果分析揭示了16个肠道微生物类群与斑秃之间的因果关系,而反向因果分析发现,斑秃与16个肠道微生物类群之间可能存在因果关系(无统计学意义)。
    我们的研究结果表明,肠道微生物群与斑秃之间存在因果关系,为未来的临床试验提供潜在的指导。
    UNASSIGNED: Increasing evidence suggests a robust correlation between the gut microbiome and alopecia areata. In light of the extensive diversity of gut microbiota, this study aims to utilize state-of-the-art and comprehensive data to explore the causative association between gut microbiota and alopecia areata.
    UNASSIGNED: We conducted a Mendelian randomization (MR)-based two-sample study to elucidate the causal relationship between gut microbiota and alopecia areata.
    UNASSIGNED: Summary information on Ncase = 767 and Ncontrol = 394,105 cases of alopecia areata was obtained from the FinnGen study. A total of 473 gut microbial taxa were summarized from the genome-wide association study (GWAS) catalog. The study comprised a forward Mendelian randomization (MR) analysis with the gut microbiome as the exposure factor and alopecia areata as the outcome, as well as a reverse MR analysis with alopecia areata as the exposure factor and the gut microbiome as the outcome. Various analytical methods including inverse variance weighting (IVW), Weighted Median, MR-Egger, Weighted Mode, and Simple Mode were employed. Subsequently, sensitivity analysis was conducted to ensure the robustness of our research findings.
    UNASSIGNED: This study has established a causal relationship between gut microbiota and alopecia areata. Forward causal analysis revealed causality relationships between 16 gut microbial taxa and alopecia areata, while reverse causal analysis found that there may be a causal relationship between alopecia areata and 16 gut microbial taxa (not statistically significant).
    UNASSIGNED: Our study findings suggest a causal relationship between gut microbiota and alopecia areata, providing potential guidance for future clinical trials.
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  • 文章类型: Journal Article
    背景:证据表明2019年冠状病毒病(COVID-19)与心血管疾病(CVDs)的风险相关。然而,结果不一致,因果关系还有待确定。我们旨在通过双样本孟德尔随机化(MR)分析来研究COVID-19与CVD之间的潜在因果关系。
    方法:COVID-19和包括心肌炎在内的CVD的汇总数据,心力衰竭(HF),急性心肌梗死(AMI),心律失常和静脉血栓栓塞(VTE)来自IEUOpenGWAS项目,一项公开的全基因组关联研究(GWAS)。单核苷酸多态性(SNP)用作工具变量。进行了五种互补的MR方法,包括逆方差加权(IVW),MR-Egger,加权中位数,加权模式和简单模式方法。IVW方法被认为是主要方法。此外,敏感性分析,包括Cochran的Q测试,MR-Egger截距测试,和遗漏分析,进行了评估结果的稳健性。
    结果:根据IVW结果,我们的MR研究表明,遗传预测的COVID-19与CVDs的风险无因果关系[心肌炎:比值比(OR)=1.407,95%置信区间(CI)=0.761-2.602,p值=0.277;HF:OR=1.180,95%CI=0.980-1.420,p值=0.080;AMI:OR=1.002%0.994%OR=1.00132,pCI=0.9补充MR方法显示相似的结果。敏感性分析表明,因果估计是稳健的。
    结论:这项双样本MR分析没有提供足够的证据证明COVID-19与急性CVD风险之间存在因果关系,这可能为预防COVID-19患者急性CVD提供新的见解。
    BACKGROUND: Evidence suggests that coronavirus disease 2019 (COVID-19) is associated with the risk of cardiovascular diseases (CVDs). However, the results are inconsistent, and the causality remains to be established. We aimed to investigate the potential causal relationship between COVID-19 and CVDs by using two-sample Mendelian randomization (MR) analysis.
    METHODS: Summary-level data for COVID-19 and CVDs including myocarditis, heart failure (HF), acute myocardial infarction (AMI), arrhythmia and venous thromboembolism (VTE) were obtained from the IEU OpenGWAS project, a public genome-wide association study (GWAS). Single nucleotide polymorphisms (SNPs) were used as instrumental variables. Five complementary MR methods were performed, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode and simple mode methods. IVW method was considered as the primary approach. Besides, sensitivity analyses, including Cochran\'s Q test, MR-Egger intercept test, and leave-one-out analysis, were performed to evaluate the robustness of the results.
    RESULTS: According to the IVW results, our MR study indicated that genetically predicted COVID-19 was not causally connected with the risk of CVDs [myocarditis: odds ratio (OR) = 1.407, 95% confidence interval (CI) = 0.761-2.602, p-value = 0.277; HF: OR = 1.180, 95% CI = 0.980-1.420, p-value = 0.080; AMI: OR = 1.002, 95% CI = 0.998-1.005, p-value = 0.241; arrhythmia: OR = 0.865, 95% CI = 0.717-1.044, p-value = 0.132; VTE: OR = 1.013, 95% CI = 0.997-1.028, p-value = 0.115]. The supplementary MR methods showed similar results. Sensitivity analyses suggested that the causal estimates were robust.
    CONCLUSIONS: This two-sample MR analysis did not provide sufficient evidence for a causal relationship between COVID-19 and the risk of acute CVDs, which may provide new insights into the prevention of acute CVDs in COVID-19 patients.
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  • 文章类型: Journal Article
    先前的研究表明,维生素E可能有助于缓解特应性皮炎,但由于样本量和下落不明的混杂因素等限制,阻碍了对因果关系的确认.本研究旨在通过孟德尔随机化(MR)分析来阐明这一点。GWAS汇总统计数据来自公共数据库,包括一项关于维生素E的研究和两项与特应性皮炎相关的研究。使用宽松(p<1e-5)和严格(p<5e-6)阈值选择两组工具变量(IV)进行单独的MR分析。使用逆方差加权(IVW)作为主要的MR方法,辅以六种额外的MR方法,随后进行荟萃分析,以巩固维生素E对来自两项独立研究的特应性皮炎的影响。此外,我们进行了各种敏感性测试,以评估MR结果的可靠性.在宽松的IV选择阈值下,对来自两个不同特应性皮炎队列的IVW分析的荟萃分析表明,维生素E表现出显着降低特应性皮炎作用的风险(OR=0.817,95%CI:0.673-0.991,p=.041),在严格的IV选择阈值下验证(OR=0.822,95%CI:0.709-0.954,p=.010)。此外,其他六种MR方法与IVW保持平行(OR>1)。多重敏感性测试表明,MR分析不受异质性和水平多效性的影响。总的来说,这项MR研究支持维生素E降低特应性皮炎的风险.因此,维持维生素E的充足摄入可能是预防特应性皮炎的有效措施.
    Prior studies suggested that vitamin E might be beneficial in alleviating atopic dermatitis, but confirming a causal link was hindered by limitations such as sample sizes and unaccounted confounders. The present study aimed to clarify this through Mendelian randomization (MR) analysis. GWAS summary statistics was obtained from public databases encompassing a study on vitamin E and two studies related to atopic dermatitis. Two sets of instrumental variables (IVs) were selected using lenient (p < 1e-5) and strict (p < 5e-6) thresholds for separate MR analyses. Inverse variance weighted (IVW) was used as the primary MR method, supplemented by six additional MR methods, and followed by a meta-analysis to consolidate the impact of vitamin E on atopic dermatitis from two independent studies. Furthermore, various sensitivity tests were performed to assess the reliability of the MR results. A meta-analysis of IVW analyses deriving from two different atopic dermatitis cohorts under lenient IV selection thresholds demonstrated that vitamin E exhibited a significant lowering risk of atopic dermatitis effect (OR = 0.817, 95% CI: 0.673-0.991, p = .041), which was validated under strict IV selection thresholds (OR = 0.822, 95% CI: 0.709-0.954, p = .010). In addition, six other MR methods remained parallel to IVW (OR > 1). Multiple sensitivity tests showed that MR analyses were not affected by heterogeneity and horizontal pleiotropy. Overall, this MR study supported vitamin E reducing the risk of atopic dermatitis. Consequently, maintaining an adequate intake of vitamin E could potentially serve as an effective preventive measure against atopic dermatitis.
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