instrumental variables

工具变量
  • 文章类型: Journal Article
    目的:观察性研究已经建立了肠道菌群与强直性脊柱炎(AS)风险之间的联系;然而,所观察到的关联是否是因果关系尚不清楚.因此,我们进行了双样本孟德尔随机化(MR)分析,以评估肠道微生物群与AS风险之间的潜在因果关系.
    方法:从MiBioGen联盟(n=18,340)和荷兰微生物组项目(n=7738)获得肠道微生物群的仪器变体。FinnGen联盟为AS提供了遗传关联汇总统计数据,包括2860例病例和270,964例对照。我们使用逆方差加权(IVW)方法作为主要分析,辅以加权中位数法,基于最大似然的方法,MR多效性残差和异常值测试,和MR-Egger回归。此外,我们进行了反向MR分析,以评估反向因果关系的可能性.
    结果:Bonferroni校正后,类拟杆菌属在统计学上与AS风险显著相关(比值比(OR)1.55,95%置信区间(CI)1.22-1.95,P=2.55×10-4)。还观察到11种细菌性状与AS风险相关的证据(IVWP<0.05)。其中,八种与升高的AS风险相关(OR1.37,95%CI1.07-1.74,P=0.011;OR1.31,95%CI1.03-1.65,P=0.026类;OR1.17,95%CI1.01-1.36,P=0.035单杆菌属1.65;OR1.31,95%CI1.03-1.65,P=0.035。三个性状与AS风险呈负相关(Dialister属的OR0.68,95%CI0.53-0.88,P=0.003;Howardella属的OR0.84,95%CI0.72-0.97,P=0.020;Orosillosspira属的OR0.75,95%CI0.59-0.97,P=0.026)。使用替代MR方法时,观察到一致的关联。在反向MR中,在AS和这些细菌性状之间没有检测到统计学上显著的相关性。
    结论:我们的结果揭示了几种肠道细菌性状与AS风险的关联,提示肠道菌群在AS发育中的潜在因果作用。然而,需要更多的研究来阐明这些细菌影响AS风险的机制.关键点•观察性研究中肠道微生物群与AS风险的关联尚不清楚。•该MR分析揭示了12种肠道细菌性状与AS风险的关联。
    OBJECTIVE: Observational studies have established a connection between gut microbiota and ankylosing spondylitis (AS) risk; however, whether the observed associations are causal remains unclear. Therefore, we conducted a two-sample Mendelian randomization (MR) analysis to assess the potential causal associations of gut microbiota with AS risk.
    METHODS: Instrumental variants of gut microbiota were obtained from the MiBioGen consortium (n = 18,340) and the Dutch Microbiome Project (n = 7738). The FinnGen consortium provided genetic association summary statistics for AS, encompassing 2860 cases and 270,964 controls. We used the inverse-variance weighted (IVW) method as the primary analysis, supplemented with the weighted median method, maximum likelihood-based method, MR pleiotropy residual sum and outlier test, and MR-Egger regression. In addition, we conducted a reverse MR analysis to assess the likelihood of reverse causality.
    RESULTS: After the Bonferroni correction, species Bacteroides vulgatus remained statistically significantly associated with AS risk (odds ratio (OR) 1.55, 95% confidence interval (CI) 1.22-1.95, P = 2.55 × 10-4). Suggestive evidence of associations of eleven bacterial traits with AS risk was also observed (P < 0.05 by IVW). Among them, eight were associated with an elevated AS risk (OR 1.37, 95% CI 1.07-1.74, P = 0.011 for phylum Verrucomicrobia; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for class Verrucomicrobiae; OR 1.17, 95% CI 1.01-1.36, P = 0.035 for order Bacillales; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for order Verrucomicrobiales; OR 1.43, 95% CI 1.13-1.82, P = 0.003 for family Alcaligenaceae; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for family Verrucomicrobiaceae; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for genus Akkermansia; OR 1.55, 95% CI 1.19-2.02, P = 0.001 for species Sutterella wadsworthensis). Three traits exhibited a negative association with AS risk (OR 0.68, 95% CI 0.53-0.88, P = 0.003 for genus Dialister; OR 0.84, 95% CI 0.72-0.97, P = 0.020 for genus Howardella; OR 0.75, 95% CI 0.59-0.97, P = 0.026 for genus Oscillospira). Consistent associations were observed when employing alternate MR methods. In the reverse MR, no statistically significant correlations were detected between AS and these bacterial traits.
    CONCLUSIONS: Our results revealed the associations of several gut bacterial traits with AS risk, suggesting a potential causal role of gut microbiota in AS development. Nevertheless, additional research is required to clarify the mechanisms by which these bacteria influence AS risk. Key Points • The association of gut microbiota with AS risk in observational studies is unclear. • This MR analysis revealed associations of 12 gut bacterial traits with AS risk.
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  • 文章类型: Journal Article
    先前的观察性研究暗示再生障碍性贫血(AA)与肠道微生物组之间存在潜在的相关性。然而,这种双向因果关系的确切性质仍然不确定。
    我们进行了双向双样本孟德尔随机化(MR)研究,以调查肠道微生物组和AA之间的潜在因果关系。肠道微生物组的统计分析基于MiBioGen联盟进行的广泛荟萃分析(全基因组关联研究)的数据,涉及18340个样本。AA的汇总统计数据来自综合流行病学单位数据库。使用逆方差加权(IVW)估计和总结单核苷酸多态性(SNPs),Egger先生,双向MR分析中的加权中位数方法。Cochran的Q测试,MREgger截距测试,和敏感性分析用于评估SNP异质性,水平多效性,和稳定性。
    IVW分析揭示了AA与10种细菌分类群之间的显着相关性。然而,目前没有足够的证据支持AA与肠道微生物组组成之间的因果关系.
    这项研究表明,特定肠道微生物组的患病率与AA之间存在因果关系。进一步调查特定细菌群落与AA之间的相互作用可以加强预防工作,监测,以及病情的治疗。
    UNASSIGNED: Previous observational studies have hinted at a potential correlation between aplastic anemia (AA) and the gut microbiome. However, the precise nature of this bidirectional causal relationship remains uncertain.
    UNASSIGNED: We conducted a bidirectional two-sample Mendelian randomization (MR) study to investigate the potential causal link between the gut microbiome and AA. Statistical analysis of the gut microbiome was based on data from an extensive meta-analysis (genome-wide association study) conducted by the MiBioGen Alliance, involving 18,340 samples. Summary statistical data for AA were obtained from the Integrative Epidemiology Unit database. Single -nucleotide polymorphisms (SNPs) were estimated and summarized using inverse variance weighted (IVW), MR Egger, and weighted median methods in the bidirectional MR analysis. Cochran\'s Q test, MR Egger intercept test, and sensitivity analysis were employed to assess SNP heterogeneity, horizontal pleiotropy, and stability.
    UNASSIGNED: The IVW analysis revealed a significant correlation between AA and 10 bacterial taxa. However, there is currently insufficient evidence to support a causal relationship between AA and the composition of gut microbiome.
    UNASSIGNED: This study suggests a causal connection between the prevalence of specific gut microbiome and AA. Further investigation into the interaction between particular bacterial communities and AA could enhance efforts in prevention, monitoring, and treatment of the condition.
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  • 文章类型: Journal Article
    这项孟德尔随机化(MR)研究旨在探索10个不同身体部位的四种睡眠特征与疼痛之间的潜在因果关系。
    该研究利用了来自GWAS数据库的暴露和结果数据,采用逆方差加权法(IVW)进行主要因果估计。CochranQ和RückerQ异质性测试使用IVW和MR-Egger方法进行,使用Egger截获方法进行多效性测试,留一法敏感性分析,并计算F统计量,以评估弱仪器偏差的存在。
    这项研究表明,遗传预测的失眠会显著增加不明原因疼痛的风险,胸痛,牙龈疼痛,上腹痛,和下腹痛的发生。白天午睡与关节疼痛的可能性适度降低有关,但可能同时增加胸痛的风险。上腹痛,和全身腹痛。睡眠时间型和睡眠持续时间均未显示与疼痛感知的明确因果关系。
    这项研究阐明了10个不同身体部位的四种睡眠特征与疼痛之间的因果关系。总的来说,失眠和睡眠不足对身体多个部位疼痛的贡献更为明显。相反,充足的睡眠与躯体疼痛的可能性之间的关联相对较低,也较不显著。
    UNASSIGNED: This Mendelian Randomization (MR) study aims to explore the potential causal relationships between four sleep traits and pain in 10 different body sites.
    UNASSIGNED: The study utilizes exposure and outcome data from the GWAS database, employing the Inverse Variance Weighting Method (IVW) for primary causal estimates. Cochran Q and Rücker Q heterogeneity tests are conducted using IVW and MR-Egger methods, with the Egger-intercept method for pleiotropy testing, leave-one-out sensitivity analysis, and calculation of F-statistics to assess the presence of weak instrument bias.
    UNASSIGNED: The study reveals that genetically predicted insomnia significantly increases the risk of unspecified pain, chest pain, gum pain, upper abdominal pain, and lower abdominal pain occurrence. Daytime napping is associated with a moderate reduction in the likelihood of joint pain but may concomitantly elevate the risk of chest pain, upper abdominal pain, and generalized abdominal pain. Neither sleep chronotype nor sleep duration demonstrated a definitive causal relationship with pain perception.
    UNASSIGNED: This study elucidates the causal relationships between four sleep characteristics and pain across 10 different body regions. Overall, the contribution of insomnia and sleep deficiency to pain in multiple body regions is more pronounced. Conversely, the association between adequate sleep and the likelihood of somatic pain is relatively lower and less significant.
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  • 文章类型: Journal Article
    目的:胃食管反流病(GERD)和颞下颌关节紊乱(TMD)是相对常见的疾病,具有潜在的因果关系。本研究旨在通过双向孟德尔随机化分析探讨GERD与TMD之间可能的因果关系。
    方法:使用来自大型GWAS数据库的数据,我们进行了双向孟德尔随机化分析,以研究GERD和TMD之间的潜在因果关系.从IEU平台选择工具变量,包括来自英国生物库的129,080例GERD病例和473,524例对照。FinnGen项目的TMD数据包括6,314例病例和222,498例对照。
    结果:前向MR分析提示GERD可能增加TMD的风险(OR=1.47,95%CI:1.20-1.81,P=2e-4)。加权中值方法也产生了显著的结果(OR=1.53,95%CI:1.14-2.04,P=4.1e-3)。然而,反向MR分析未显示TMD与GERD之间存在显著关联(OR=1.02,95%CI:0.98-1.05,P=.33).
    结论:这项研究,采用MR分析,提供了支持GERD和TMD之间潜在因果关系的初步证据。这些发现有助于更好地理解这两种情况之间的关系,并为未来的临床研究提供见解。
    结论:本研究结果对指导GERD的早期治疗策略具有潜在的临床意义。减少TMD的发病率,优化医疗资源配置,从而提高患者的生活质量。需要进一步的临床研究来验证这些发现并探索潜在的机制。
    OBJECTIVE: Gastroesophageal reflux disease (GERD) and temporomandibular joint disorder (TMD) are relatively common conditions with a potential causal relationship. This study aims to investigate the possible causal relationship between GERD and TMD through bidirectional Mendelian randomization analysis.
    METHODS: Using data from large GWAS databases, we conducted bidirectional Mendelian randomization analyses to investigate the potential causal link between GERD and TMD. Instrumental variables were selected from the IEU platform, comprising 129,080 GERD cases and 473,524 controls from the UK Biobank. TMD data from the FinnGen project included 6,314 cases and 222,498 controls.
    RESULTS: The forward MR analysis suggested that GERD may increase the risk of TMD (OR = 1.47, 95% CI: 1.20-1.81, P = 2e-4). The Weighted Median method also yielded significant results (OR = 1.53, 95% CI: 1.14-2.04, P = 4.1e-3). However, the reverse MR analysis did not reveal a significant association between TMD and GERD (OR = 1.02, 95% CI: 0.98-1.05, P = .33).
    CONCLUSIONS: This study, employing MR analysis, provides initial evidence supporting a potential causal relationship between GERD and TMD. The findings contribute to a better understanding of the relationship between these two conditions and offer insights for future clinical investigations.
    CONCLUSIONS: The findings of this study hold potential clinical significance in guiding early management strategies for GERD, reducing the incidence of TMD, and optimizing healthcare resource allocation, thereby improving patient quality of life. Further clinical studies are warranted to validate these findings and explore underlying mechanisms.
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  • 文章类型: Journal Article
    背景:PM2.5可诱发和加重心血管疾病的发生和发展。我们研究的目的是使用工具变量(IVs)方法估计PM2.5对与CVD相关的死亡率的因果影响。
    方法:我们提取了每日气象,滨州市2016-2020年PM2.5和CVD死亡数据。随后,我们采用了一般加法模型(GAM),两阶段预测因子替换(2SPS),和控制功能(CFN)分析PM2.5与每日CVD死亡率之间的关系。
    结果:2SPS估计PM2.5与每日CVD死亡率之间的关联为1.14%(95%CI:1.04%,1.14%),PM2.5每增加10µg/m3。同时,CFN估计这一关联为1.05%(95%CI:1.02%,1.10%)。GAM估计为0.85%(95%CI:0.77%,1.05%)。PM2.5对缺血性心脏病患者的死亡率也表现出统计学上的显着影响,心肌梗塞,或脑血管意外(P<0.05)。然而,PM2.5与高血压之间没有显著关联.
    结论:PM2.5与每日CVD死亡(不包括高血压)显著相关。IV方法的估计值略高于GAM。先前基于GAM的研究可能低估了PM2.5对CVD的影响。
    BACKGROUND: PM2.5 can induce and aggravate the occurrence and development of cardiovascular diseases (CVDs). The objective of our study is to estimate the causal effect of PM2.5 on mortality rates associated with CVDs using the instrumental variables (IVs) method.
    METHODS: We extracted daily meteorological, PM2.5 and CVDs death data from 2016 to 2020 in Binzhou. Subsequently, we employed the general additive model (GAM), two-stage predictor substitution (2SPS), and control function (CFN) to analyze the association between PM2.5 and daily CVDs mortality.
    RESULTS: The 2SPS estimated the association between PM2.5 and daily CVDs mortality as 1.14% (95% CI: 1.04%, 1.14%) for every 10 µg/m3 increase in PM2.5. Meanwhile, the CFN estimated this association to be 1.05% (95% CI: 1.02%, 1.10%). The GAM estimated it as 0.85% (95% CI: 0.77%, 1.05%). PM2.5 also exhibited a statistically significant effect on the mortality rate of patients with ischaemic heart disease, myocardial infarction, or cerebrovascular accidents (P < 0.05). However, no significant association was observed between PM2.5 and hypertension.
    CONCLUSIONS: PM2.5 was significantly associated with daily CVDs deaths (excluding hypertension). The estimates from the IVs method were slightly higher than those from the GAM. Previous studies based on GAM may have underestimated the impact of PM2.5 on CVDs.
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  • 文章类型: Journal Article
    孟德尔随机化(MR)提供了对暴露对结果的因果影响的有价值的评估,然而,应用常规MR方法定位风险基因面临新的挑战。问题之一是表达数量性状基因座(eQTL)作为工具变量(IV)的可用性有限,阻碍了对稀疏因果效应的估计。此外,通常的上下文或组织特异性eQTL效应挑战了在eQTL和GWAS数据中一致的IV效应的MR假设。为了应对这些挑战,我们提出了一个多上下文多变量综合MR框架,mintMR,用于将表达和分子性状定位为联合暴露。它模拟了每个基因区域中多个组织的分子暴露的影响,同时估计多个基因区域。它使用eQTL,在一种以上的组织类型中具有一致的效果作为IV,提高IV的一致性。mintMR的主要创新涉及采用多视图学习方法来共同模拟跨多个组织的疾病相关性的潜在指标,分子性状,和基因区域。多视图学习捕获疾病相关性的主要模式并使用这些模式来更新估计的组织相关性概率。拟议的mintMR在对每个基因区域执行多组织MR和联合学习跨基因区域的疾病相关组织概率之间进行迭代。改进了对跨基因稀疏效应的估计。我们应用mintMR评估35个复杂性状的基因表达和DNA甲基化的因果效应使用多组织QTL作为IVs。拟议的mintMR控制全基因组膨胀,并提供对疾病机制的见解。
    Mendelian randomization (MR) provides valuable assessments of the causal effect of exposure on outcome, yet the application of conventional MR methods for mapping risk genes encounters new challenges. One of the issues is the limited availability of expression quantitative trait loci (eQTLs) as instrumental variables (IVs), hampering the estimation of sparse causal effects. Additionally, the often context- or tissue-specific eQTL effects challenge the MR assumption of consistent IV effects across eQTL and GWAS data. To address these challenges, we propose a multi-context multivariable integrative MR framework, mintMR, for mapping expression and molecular traits as joint exposures. It models the effects of molecular exposures across multiple tissues in each gene region, while simultaneously estimating across multiple gene regions. It uses eQTLs with consistent effects across more than one tissue type as IVs, improving IV consistency. A major innovation of mintMR involves employing multi-view learning methods to collectively model latent indicators of disease relevance across multiple tissues, molecular traits, and gene regions. The multi-view learning captures the major patterns of disease relevance and uses these patterns to update the estimated tissue relevance probabilities. The proposed mintMR iterates between performing a multi-tissue MR for each gene region and joint learning the disease-relevant tissue probabilities across gene regions, improving the estimation of sparse effects across genes. We apply mintMR to evaluate the causal effects of gene expression and DNA methylation for 35 complex traits using multi-tissue QTLs as IVs. The proposed mintMR controls genome-wide inflation and offers insights into disease mechanisms.
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  • 文章类型: Journal Article
    本研究分析了教育质量对人均GDP和受教育程度的影响,使用工具变量(IV)模型。调查结果揭示了教育投资促进经济增长和发展的潜力,强调有针对性干预的重要性,教师培训,和数据驱动的方法,以改善教育成果和减少获取差距。政策制定者和国际组织可以利用这些见解来制定与可持续发展目标4(SDG4)相一致的战略,即确保为所有人提供包容性和公平的教育。可能有助于实现这一关键目标。
    This research analyzes the impact of education quality on GDP per capita and educational access, using instrumental variables (IV) models. The findings shed light on the potential of education investment to foster economic growth and development, highlighting the importance of targeted interventions, teacher training, and data-driven approaches to improve educational outcomes and reduce access disparities. Policymakers and international organizations can utilize these insights to devise strategies aligned with Sustainable Development Goal 4 (SDG 4) of ensuring inclusive and equitable education for all, potentially contributing to the achievement of this crucial goal.
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  • 文章类型: Journal Article
    背景:证据表明发生继发性卵巢癌(OC)的风险与雌激素受体(ER)状态相关。然而,ER相关乳腺癌(BC)和透明细胞卵巢癌(CCOC)之间的关系的临床意义仍然难以捉摸。
    方法:提取与暴露密切相关的独立单核苷酸多态性(SNPs),使用PhenoScanner数据库删除了与混杂因素和结果相关的因素。从次要等位基因频率>0.01的结果数据集中提取SNP效应作为过滤标准。接下来,有效的工具变量(IVs)是通过协调暴露和结果效应获得的,并根据F统计量(>10)进一步过滤.使用逆方差加权(IVW)进行有效静脉的孟德尔随机化(MR)评估,艾格先生(ME),加权中位数(WM),和乘法随机效应-逆方差加权(MRE-IVW)方法。对于MR发现的敏感性分析和可视化,异质性测试,多效性测试,一次离开测试,散点图,森林地块,和漏斗图被采用。
    结果:所有四种方法的MR分析显示,CCOC与ER阴性BC无因果关系(IVW结果:比值比(OR)=0.89,95%置信区间(CI)=0.66-1.20,P=0.431)或ER阳性BC(IVW结果:OR=0.99,95%CI=0.88-1.12,P=0.901)。计算每个有效IV的F统计量,所有这些都超过了10。敏感性分析证实了结果的稳定性和可靠性。
    结论:我们的研究结果表明,CCOC与ER相关的BC没有因果关系。ER相关BC和CCOC之间没有明确的因果关系,这表明ER相关BC暴露因素对CCOC的真正因果关系最小。这些结果表明,患有ER相关BC的个体可以减轻对CCOC发展的担忧,从而有助于保持他们的精神健康稳定性和优化原发疾病治疗的功效。
    BACKGROUND: Evidence indicates that the risk of developing a secondary ovarian cancer (OC) is correlated with estrogen receptor (ER) status. However, the clinical significance of the relationship between ER-associated breast cancer (BC) and clear cell ovarian cancer (CCOC) remains elusive.
    METHODS: Independent single nucleotide polymorphisms (SNPs) strongly correlated with exposure were extracted, and those associated with confounders and outcomes were removed using the PhenoScanner database. SNP effects were extracted from the outcome datasets with minor allele frequency > 0.01 as the filtration criterion. Next, valid instrumental variables (IVs) were obtained by harmonizing exposure and outcome effects and further filtered based on F-statistics (> 10). Mendelian randomization (MR) assessment of valid IVs was carried out using inverse variance weighted (IVW), MR Egger (ME), weighted median (WM), and multiplicative random effects-inverse variance weighted (MRE-IVW) methods. For sensitivity analysis and visualization of MR findings, a heterogeneity test, a pleiotropy test, a leave-one-out test, scatter plots, forest plots, and funnel plots were employed.
    RESULTS: MR analyses with all four methods revealed that CCOC was not causally associated with ER-negative BC (IVW results: odds ratio (OR) = 0.89, 95% confidence interval (CI) = 0.66-1.20, P = 0.431) or ER-positive BC (IVW results: OR = 0.99, 95% CI = 0.88-1.12, P = 0.901). F-statistics were computed for each valid IV, all of which exceeded 10. The stability and reliability of the results were confirmed by sensitivity analysis.
    CONCLUSIONS: Our findings indicated that CCOC dids not have a causal association with ER-associated BC. The absence of a definitive causal link between ER-associated BC and CCOC suggested a minimal true causal influence of ER-associated BC exposure factors on CCOC. These results indicated that individuals afflicted by ER-associated BC could alleviate concerns regarding the developing of CCOC, thereby aiding in preserving their mental well-being stability and optimizing the efficacy of primary disease treatment.
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  • 文章类型: Journal Article
    先前的观察性研究已确定血浆同型半胱氨酸(Hcy)水平升高与多囊卵巢综合征(PCOS)之间存在相关性。本研究旨在确定Hcy与PCOS在遗传水平上是否存在因果关系。
    进行了双样本孟德尔随机化(TSMR)研究,以评估血浆Hcy水平的遗传影响,叶酸,维生素B12和维生素B6对欧洲血统个体的PCOS。与Hcy相关的独立单核苷酸多态性(SNPs)(n=12),叶酸(n=2),维生素B12(n=10),选择全基因组显著性水平(P<5×10-8)的维生素B6(n=1)作为工具变量(IVs)。有关PCOS的数据来自Apollo数据库。因果估计的主要方法是方差逆加权(IVW),辅以敏感性分析,以验证结果。
    该研究没有发现遗传证据表明血浆Hcy水平之间存在因果关系,叶酸,维生素B12,维生素B6和PCOS。效果大小,通过随机效应IVW确定,如下:Hcy每标准偏差增加,OR=1.117,95CI:(0.842,1.483),P=0.442;叶酸每标准偏差增加,OR=1.008,CI:(0.546,1.860),P=0.981;维生素B12每标准偏差增加,OR=0.978,CI:(0.808,1.185),P=0.823;维生素B6每标准偏差增加,OR=0.967,CI:(0.925,1.012),P=0.145。每种营养素暴露和PCOS的固定效应IVW结果与随机效应IVW结果一致。额外的敏感性分析加强了这些结果。
    我们的研究结果表明,Hcy之间没有因果关系,叶酸,维生素B12,维生素B6水平,和PCOS。
    UNASSIGNED: Previous observational studies have identified a correlation between elevated plasma homocysteine (Hcy) levels and polycystic ovary syndrome (PCOS). This study aimed to determine whether a causal relationship exists between Hcy and PCOS at the genetic level.
    UNASSIGNED: A two-sample Mendelian Randomization (TSMR) study was implemented to assess the genetic impact of plasma levels of Hcy, folate, vitamin B12, and vitamin B6 on PCOS in individuals of European ancestry. Independent single nucleotide polymorphisms (SNPs) associated with Hcy (n=12), folate (n=2), vitamin B12 (n=10), and vitamin B6 (n=1) at genome-wide significance levels (P<5×10-8) were selected as instrumental variables (IVs). Data concerning PCOS were obtained from the Apollo database. The primary method of causal estimation was inverse variance weighting (IVW), complemented by sensitivity analyses to validate the results.
    UNASSIGNED: The study found no genetic evidence to suggest a causal association between plasma levels of Hcy, folate, vitamin B12, vitamin B6, and PCOS. The effect sizes, determined through random-effect IVW, were as follows: Hcy per standard deviation increase, OR = 1.117, 95%CI: (0.842, 1.483), P = 0.442; folate per standard deviation increase, OR = 1.008, CI: (0.546, 1.860), P = 0.981; vitamin B12 per standard deviation increase, OR = 0.978, CI: (0.808, 1.185), P = 0.823; and vitamin B6 per standard deviation increase, OR = 0.967, CI: (0.925, 1.012), P = 0.145. The fixed-effect IVW results for each nutrient exposure and PCOS were consistent with the random-effect IVW findings, with additional sensitivity analyses reinforcing these outcomes.
    UNASSIGNED: Our findings indicate no causal link between Hcy, folate, vitamin B12, vitamin B6 levels, and PCOS.
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  • 文章类型: Journal Article
    背景:胆管癌(CCA)是一种高度恶性的胆道癌,预后不良。先前的研究涉及CCA中的肠道微生物群,但是缺乏因果机制的证据。
    目的:探讨肠道菌群与CCA风险之间的因果关系。
    方法:我们进行了一项双样本孟德尔随机化研究,使用196个肠道微生物类群和CCA的全基因组关联研究汇总统计,评估肠道微生物群和CCA风险之间的潜在因果关系。遗传变异被用作工具变量。多重敏感性分析评估了结果的稳健性。
    结果:15个肠道微生物类群显示出与CCA风险的显著因果关系。Eubacteriumnodatum属的遗传预测丰度较高,反刍动物属,球菌属,多雷亚属,放线菌门与胆囊癌和肝外CCA的风险降低相关。肝内CCA风险增加与Veillonellaceae家族的更高丰度相关,Alistipes属,订购肠杆菌,和Firmicutes门。建议对Collinsella属具有抗CCA的保护作用,艾森伯氏菌属,厌氧菌属,Paraprevotella属,副茎属,和Verrucomicrobia门。敏感性分析表明,这些发现是可靠的,没有多效性。
    结论:这项开创性研究提供了新的证据,表明特定的肠道微生物群可能在CCA风险中起因果作用。这些候选微生物的进一步实验验证是必要的,以巩固因果关系和机制。
    BACKGROUND: Cholangiocarcinoma (CCA) is a highly malignant biliary tract cancer with poor prognosis. Previous studies have implicated the gut microbiota in CCA, but evidence for causal mechanisms is lacking.
    OBJECTIVE: To investigate the causal relationship between gut microbiota and CCA risk.
    METHODS: We performed a two-sample mendelian randomization study to evaluate potential causal associations between gut microbiota and CCA risk using genome-wide association study summary statistics for 196 gut microbial taxa and CCA. Genetic variants were used as instrumental variables. Multiple sensitivity analyses assessed result robustness.
    RESULTS: Fifteen gut microbial taxa showed significant causal associations with CCA risk. Higher genetically predicted abundance of genus Eubacteriumnodatum group, genus Ruminococcustorques group, genus Coprococcus, genus Dorea, and phylum Actinobacteria were associated with reduced risk of gallbladder cancer and extrahepatic CCA. Increased intrahepatic CCA risk was associated with higher abundance of family Veillonellaceae, genus Alistipes, order Enterobacteriales, and phylum Firmicutes. Protective effects against CCA were suggested for genus Collinsella, genus Eisenbergiella, genus Anaerostipes, genus Paraprevotella, genus Parasutterella, and phylum Verrucomicrobia. Sensitivity analyses indicated these findings were reliable without pleiotropy.
    CONCLUSIONS: This pioneering study provides novel evidence that specific gut microbiota may play causal roles in CCA risk. Further experimental validation of these candidate microbes is warranted to consolidate causality and mechanisms.
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