Causal relationship

因果关系
  • 文章类型: Journal Article
    简介:观察性研究发现烟草和酒精的消费与发生肾细胞癌的可能性之间存在相关性。然而,这些关联是否表明因果关系尚不清楚.方法:确定这些连接是否表明因果关系,我们采用双样本方法进行了孟德尔随机化(MR)分析.对于日常香烟的数量,终身吸烟指数,开始吸烟,每周喝酒,我们采用44,108,174和76个单核苷酸多态性(SNPs)作为工具变量.结果数据来自FinnGen联盟,其中包括总计429,290人。使用逆方差加权(IVW)方法进行MR分析以估计因果效应。为了解决由于方向多效而可能违反MR假设的问题,我们进行了MR-Egger回归分析和MR-PRESSO(孟德尔随机化多效性RESidualSum和离群值)分析.结果:遗传影响的吸烟开始与发生肾细胞癌的风险直接相关(OR=1.55,95%CI:1.04-2.33;p=0.03)。在每日吸烟量和终生吸烟指数与肾细胞癌风险之间未发现因果关系。每周饮酒的遗传易感性显示肾细胞癌的风险降低(OR=0.45,95%CI:0.26-0.81;p=0.007)。讨论:我们的研究表明饮酒与降低肾细胞癌风险之间存在潜在的因果关系。而没有观察到这种关联与吸烟。需要进一步的研究来证实这些发现。
    Introduction: Observational studies have found a correlation between the consumption of tobacco and alcohol and the likelihood of developing renal cell carcinoma. However, whether these associations indicate causal relationships is unclear. Methods: To establish if these connections indicate causal relationships, we performed a Mendelian Randomization (MR) analysis using a two-sample approach. For the number of daily cigarettes, lifetime smoking index, smoking initiation, and weekly drinking, we employed 44, 108, 174, and 76 single nucleotide polymorphisms (SNPs) as instrumental variables. Outcome data were obtained from the FinnGen Alliance, which included a combined total of 429,290 individuals. The MR analysis was conducted using the inverse-variance weighted (IVW) method to estimate causal effects. To address potential violations of MR assumptions due to directional pleiotropy, we performed MR-Egger regression and MR-PRESSO (Mendelian Randomization Pleiotropy RESidual Sum and Outlier) analysis. Results: Genetically influenced smoking initiation was directly associated with the risk of developing renal cell carcinoma (OR = 1.55, 95% CI: 1.04-2.33; p = 0.03). No causal relationship was found between daily cigarette consumption and lifetime smoking index with the risk of renal cell cancer. Genetic predisposition for weekly alcohol consumption showed a reduced risk of renal cell cancer (OR = 0.45, 95% CI: 0.26-0.81; p = 0.007). Discussion: Our study suggests a potential causal relationship between alcohol consumption and reduced risk of renal cell cancer, while no such association was observed with smoking. Further research is needed to confirm these findings.
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  • 文章类型: Journal Article
    先前的研究已经暗示了肠道菌群与动脉栓塞和血栓形成之间的关键联系,然而,因果关系仍然是神秘的。为了获得更深入的理解,我们旨在通过一项双样本孟德尔随机化(MR)研究,全面探索因果关系,阐明肠道菌群对风险的影响.
    从18,340名参与者的全基因组关联研究(GWAS)中确定了肠道微生物群的遗传工具变量。IBS的汇总统计数据来自GWAS,包括1,076例病例和381,997例对照。我们使用逆方差加权(IVW)方法作为主要分析。为了测试我们结果的稳健性,我们进一步进行了加权中位数法,MR-Egger回归,和MR多效性残差和异常值测试。
    我们确定了与动脉栓塞和血栓形成风险相关的三个细菌性状:优势比(OR):1.58,95%置信区间(CI):1.08-2.31,p=0.017对于副杆菌属;OR:0.64,95%CI:0.42-0.96,对于Dialister属,p=0.031;OR:2.08,95%CI:对于3.47,这些细菌性状的敏感性分析结果一致(P<0.05)。
    我们的系统分析提供了证据,支持几种肠道微生物群与动脉栓塞和血栓形成风险之间的潜在因果关系。需要更多的研究来显示肠道微生物群如何影响动脉栓塞和血栓形成的发展。
    UNASSIGNED: Previous research has hinted at a crucial link between gut microbiota and arterial embolism and thrombosis, yet the causal relationship remains enigmatic. To gain a deeper understanding, we aimed to comprehensively explore the causal relationship and elucidate the impact of the gut microbiota on the risk through a two-sample Mendelian randomization (MR) study.
    UNASSIGNED: Genetic instrumental variables for gut microbiota were identified from a genome-wide association study (GWAS) of 18,340 participants. Summary statistics for IBS were drawn from a GWAS including 1,076 cases and 381,997 controls. We used the inverse-variance weighted (IVW) method as the primary analysis. To test the robustness of our results, we further performed the weighted median method, MR-Egger regression, and MR pleiotropy residual sum and outlier test.
    UNASSIGNED: We identified three bacterial traits that were associated with the risk of arterial embolism and thrombosis: odds ratio (OR): 1.58, 95% confidence interval (CI): 1.08-2.31, p = 0.017 for genus Catenibacterium; OR: 0.64, 95% CI: 0.42-0.96, p = 0.031 for genus Dialister; and OR: 2.08, 95% CI: 1.25-3.47, p = 0.005 for genus Odoribacter. The results of sensitivity analyses for these bacterial traits were consistent (P<0.05).
    UNASSIGNED: Our systematic analyses provided evidence to support a potential causal relationship between several gut microbiota taxa and the risk of arterial embolism and thrombosis. More studies are required to show how the gut microbiota affects the development of arterial embolism and thrombosis.
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  • 文章类型: Journal Article
    背景:先前的观察性研究表明,肠道微生物群(GM)与神经性疼痛(NP)之间存在复杂的关联。尽管如此,这种关联的确切生物学机制尚不清楚.因此,我们采用孟德尔随机化(MR)方法来研究GM与神经性疼痛(包括带状疱疹后神经痛)之间的因果关系,疼痛性糖尿病周围神经病变(PDPN),和三叉神经痛(TN),以及探索免疫细胞的潜在调解作用。
    方法:我们进行了两步,采用反向方差加权(IVW)方法的双样本孟德尔随机化研究,以研究GM对三种主要NP的因果作用以及免疫细胞在GM和NP关联之间的调解作用。此外,我们使用贝叶斯加权孟德尔随机化(BWMR)分析确定最强的因果关联.此外,我们将通过两步孟德尔随机化设计研究免疫细胞的介导作用.
    结果:我们确定了与NP具有显著因果关联的肠道微生物群的53个分类和途径。此外,我们还发现了120个与NP表现出显著因果关联的免疫细胞.根据BWMR和孟德尔两步随机化分析,我们确定了以下结果,CMCD4上的CD4(T细胞的成熟期)通过岩藻糖降解途径(FUCCAT。PWY)。CD28+DN(CD4-CD8-)AC(Treg)通过影响刺骨玫瑰草,介导了12.5%的PHN风险降低。淋巴细胞(髓系细胞)上的CD45通过乙酰辅酶A生物合成的超途径(PWY.5173)介导了TN风险增加的11.9%。HLADR+CD8br%T细胞(TBNK)通过GDP-甘露糖衍生的O-抗原构建块生物合成的超途径(PWY.7323)介导TN的风险降低3.2%。IgD-CD38-AC(B细胞)通过在大肠杆菌中的噻唑生物合成途径I介导7.5%的DPN风险降低(PWY.6892)。
    结论:这些发现提供了证据支持GM与NP的因果效应,免疫细胞起着中介作用。这些发现可能为针对NP的预防策略和干预提供信息。未来的研究应该探索其他合理的生物学机制。
    BACKGROUND: Previous observational studies have indicated a complex association between gut microbiota (GM) and neuropathic pain (NP). Nonetheless, the precise biological mechanisms underlying this association remain unclear. Therefore, we adopted a Mendelian randomization (MR) approach to investigate the causal relationship between GM and neuropathic pain including post-herpetic neuralgia (PHN), painful diabetic peripheral neuropathy (PDPN), and trigeminal neuralgia (TN), as well as to explore the potential mediation effects of immune cells.
    METHODS: We performed a two-step, two-sample Mendelian randomization study with an inverse variance-weighted (IVW) approach to investigate the causal role of GM on three major kinds of NP and the mediation effect of immune cells between the association of GM and NP. In addition, we determine the strongest causal associations using Bayesian weighted Mendelian randomization (BWMR) analysis. Furthermore, we will investigate the mediating role of immune cells through a two-step Mendelian randomization design.
    RESULTS: We identified 53 taxonomies and pathways of gut microbiota that had significant causal associations with NP. In addition, we also discovered 120 immune cells that exhibited significant causal associations with NP. According to the BWMR and two-step Mendelian randomization analysis, we identified the following results CD4 on CM CD4 + (maturation stages of T cell) mediated 6.7% of the risk reduction for PHN through the pathway of fucose degradation (FUCCAT.PWY). CD28 + DN (CD4-CD8-) AC (Treg) mediated 12.5% of the risk reduction for PHN through the influence on Roseburia inulinivorans. CD45 on lymphocyte (Myeloid cell) mediated 11.9% of the risk increase for TN through the superpathway of acetyl-CoA biosynthesis (PWY.5173). HLA DR + CD8br %T cell (TBNK) mediated 3.2% of the risk reduction for TN through the superpathway of GDP-mannose-derived O-antigen building blocks biosynthesis (PWY.7323). IgD-CD38-AC (B cell) mediated 7.5% of the risk reduction for DPN through the pathway of thiazole biosynthesis I in E. coli (PWY.6892).
    CONCLUSIONS: These findings provided evidence supporting the causal effect of GM with NP, with immune cells playing a mediating role. These findings may inform prevention strategies and interventions directed toward NP. Future studies should explore other plausible biological mechanisms.
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  • 文章类型: Journal Article
    睡眠与精神疾病有关。然而,他们的因果关系仍然未知。
    该研究探索了七个睡眠参数之间的因果关系(睡眠持续时间,失眠,睡眠呼吸暂停,时间型,白天打瞌睡,白天打盹,和打鼾)和三种精神疾病,包括重度抑郁症(MDD),精神分裂症,和注意缺陷/多动障碍(ADHD)使用两个样本孟德尔随机(MR)。睡眠参数的全基因组关联研究(GWAS)汇总数据来自英国生物银行,FinnGen生物银行,和EBI数据库。MR-Egger,加权中位数,逆方差加权(IVW),简单模式,加权模式,最大似然,惩罚加权中位数,和IVW(固定效应)用于进行MR分析。异质性由Cochran的Q统计量检测。通过MREgger检测水平多效性。通过留一法分析研究了灵敏度。
    失眠(OR=2.02,95CI=1.34-3.03,p=0.001,错误发现率(FDR)校正的p值=0.011)和白天午睡(OR=1.81,95CI=1.34-2.44,FDR校正的p值<0.001)与MDD风险增加相关。较长的睡眠时间(OR=2.20,95CI=1.24-3.90,FDR校正的p值=0.049)与精神分裂症的风险增加有关,而白天打瞌睡(OR=4.44,95CI=1.20~16.41,校正p值=0.088)和白天打盹(OR=2.11,95CI=1.11~4.02,FDR校正p值=0.088)与精神分裂症风险增加有暗示性关联.睡眠时间延长与ADHD风险降低有暗示性关联(OR=0.66,95CI=0.42-0.93,FDR校正p值=0.088)。
    这项研究为睡眠和精神疾病之间的复杂关系提供了进一步的证据。我们的发现强调了解决睡眠问题在预防精神疾病方面的潜在益处。
    UNASSIGNED: Sleep is associated with psychiatric disorders. However, their causality remains unknown.
    UNASSIGNED: The study explored the causal relationship between seven sleep parameters (sleep duration, insomnia, sleep apnea, chronotype, daytime dozing, napping during the day, and snoring) and three psychiatric disorders including major depressive disorder (MDD), schizophrenia, and attention-deficit/hyperactivity disorder (ADHD) using two-sample Mendelian randomization (MR). Genome-wide association study (GWAS) summary data for sleep parameters were obtained from the United Kingdom biobank, FinnGen biobank, and EBI databases. MR-Egger, weighted median, inverse-variance weighted (IVW), simple mode, weighted mode, maximum likelihood, penalized weighted median, and IVW(fixed effects) were used to perform the MR analysis. The heterogeneity was detected by Cochran\'s Q statistic. The horizontal pleiotropy was detected by MR Egger. The sensitivity was investigated by the leave-one-out analysis.
    UNASSIGNED: Insomnia (OR = 2.02, 95%CI = 1.34-3.03, p = 0.001, False-discovery rate (FDR) corrected p-value = 0.011) and napping during the day (OR = 1.81, 95%CI = 1.34-2.44, FDR corrected p-value<0.001) were associated with an increased risk of MDD. Longer sleep duration (OR = 2.20, 95%CI = 1.24-3.90, FDR corrected p-value = 0.049) had an association with the increased risk of schizophrenia, while daytime dozing (OR = 4.44, 95%CI = 1.20-16.41, corrected p-value = 0.088)and napping during the day (OR = 2.11, 95%CI = 1.11-4.02, FDR corrected p-value = 0.088) had a suggestive association with an increased risk of schizophrenia. Longer sleep duration had a suggestive association with a decreased risk of ADHD (OR = 0.66, 95%CI = 0.42-0.93, FDR corrected p-value = 0.088).
    UNASSIGNED: This study provides further evidence for a complex relationship between sleep and psychiatric disorders. Our findings highlight the potential benefits of addressing sleep problems in the prevention of psychiatric disorders.
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  • 文章类型: Journal Article
    2型糖尿病(T2DM)与消化系统肿瘤有关。我们使用孟德尔随机化方法分析了GWAS研究的公开数据,以阐明其因果关系和机制。包括五种常见的消化系统肿瘤和四种与糖尿病相关的表型。
    方差加权法是主要的分析方法。采用Meta分析汇总多个数据源的结果。使用Egger截距方法测试水平多效性,并通过MRPRESSO方法进行验证。用CochranQ检验和留一法进行异质性和敏感性分析,分别。
    T2DM与食管风险降低相关(OR:0.77,95%CI:0.71~0.83,P<0.001),在东亚人群中,胃癌(OR:0.87,95%CI:0.84~0.90,P<0.001)、结直肠癌(OR:0.88,95%CI:0.85~0.91,P<0.001)、肝细胞癌(OR:0.92,95%CI:0.86~0.97,P=0.005)和胰腺癌风险增加(OR:1.92,95%CI:1.47~2.50,P<0.001)。2型糖尿病可导致空腹胰岛素水平降低(OR=0.966,95%CI:0.95~0.98,P<0.001)和糖化血红蛋白水平升高(OR=1.41,95%CI:1.39~1.44,P<0.001)。空腹胰岛素水平升高会增加患食管癌的风险(OR=10.35,95%CI:1.10~97.25,P=0.041),糖化血红蛋白水平升高会增加胰腺癌风险(OR=2.33,95%CI:1.37~3.97,P=0.002),但降低胃癌风险(OR=0.801,95%CI:0.65~0.99,P=0.044)。
    T2DM与食管风险降低相关,东亚人群的胃癌和结直肠癌以及肝细胞癌。2型糖尿病与食管癌和胃癌之间的因果关系部分由空腹胰岛素水平降低和糖化血红蛋白水平升高介导。分别。T2DM通过增加糖化血红蛋白水平间接增加胰腺癌的风险。
    UNASSIGNED: Type 2 diabetes mellitus (T2DM) was associated with digestive system tumors. We analyzed publicly available data from GWAS studies using Mendelian randomization methods to clarify its causal relationship and mechanisms. Five common digestive system tumors and four diabetes-related phenotypes were included.
    UNASSIGNED: Inverse variance weighted method was the main analytical method. Meta-analysis was used to summarize results of multiple data sources. Horizontal pleiotropy was tested using Egger-intercept method and validated by MRPRESSO method. Heterogeneity and sensitivity analysis were conducted by Cochran\'s Q test and leave-one-out method, respectively.
    UNASSIGNED: T2DM is associated with a reduced risk of esophageal (OR: 0.77, 95% CI: 0.71 to 0.83, P< 0.001), gastric (OR: 0.87, 95% CI: 0.84 to 0.90, P< 0.001) and colorectal cancer (OR: 0.88, 95% CI: 0.85 to 0.91, P< 0.001) and hepatocellular carcinoma (OR: 0.92, 95% CI: 0.86 to 0.97, P = 0.005) and an increased risk of pancreatic cancer (OR: 1.92, 95% CI: 1.47 to 2.50, P< 0.001) in East Asian population. T2DM causes decreased fasting insulin levels (OR = 0.966, 95% CI: 0.95 to 0.98, P< 0.001) and increased glycated hemoglobin levels (OR=1.41, 95% CI: 1.39 to 1.44, P<0.001). Elevated fasting insulin levels increase the risk of esophageal cancer (OR = 10.35, 95% CI: 1.10 to 97.25, P = 0.041), while increased glycated hemoglobin levels increase pancreatic cancer risk (OR=2.33, 95% CI: 1.37 to 3.97, P=0.002) but decrease gastric cancer risk (OR=0.801, 95% CI: 0.65 to 0.99, P=0.044).
    UNASSIGNED: T2DM is associated with a reduced risk of esophageal, gastric and colorectal cancer and hepatocellular carcinoma in East Asian populations. The causal relationships between T2DM with esophageal and gastric cancer are partially mediated by decreased fasting insulin and increased glycated hemoglobin levels, respectively. T2DM indirectly increases the risk of pancreatic cancer by increasing glycated hemoglobin levels.
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  • 文章类型: Journal Article
    目的:使用孟德尔随机(MR)分析来研究炎症性肠病(IBD)与肠外恶性肿瘤发生之间的潜在因果关系,以期为IBD患者肠外恶性肿瘤的预防提供一定的参考。
    方法:这是一项双样本MR研究,基于与IBD密切相关的独立遗传变异,选自国际炎症性肠病遗传学联合会(IIBDGC)进行的全基因组关联研究(GWAS)荟萃分析。肠外恶性肿瘤病例和对照来自FinnGen联盟和UKBiobank(UKB)发布数据。逆方差加权(IVW),加权中位数,MR-Egger,和强度测试(F)用于探索IBD与肠外恶性肿瘤的因果关系。此外,进行Cochran的Q统计量以量化工具变量(IVs)的异质性。
    结果:IVW的估计显示,IBD患者患弥漫性大B细胞淋巴瘤的几率更高(OR=1.2450,95%CI:1.0311-1.5034)。UC与非黑色素瘤皮肤癌有潜在的因果关系(所有p<0.05),黑色素瘤(OR=1.0280,95%CI:0.9860-1.0718),和皮肤癌(OR=1.0004,95%CI:1.0001-1.0006)。此外,患有CD与非黑色素瘤皮肤癌(均p<0.05)和皮肤癌(OR=1.0287,95%CI:1.0022~1.0559)的几率较高。此外,多效性和异质性测试的结果表明,这些结果相对稳健。
    结论:IBD与弥漫性大B细胞淋巴瘤和皮肤癌有潜在的因果关系,这可能为IBD患者肠外恶性肿瘤的预防提供一些信息。此外,需要进一步的研究来探索IBD对皮肤癌影响的具体机制。
    OBJECTIVE: Using Mendelian Randomization (MR) analysis to investigate the potential causal association between Inflammatory Bowel Disease (IBD) and the occurrence of parenteral malignancies, in order to provide some reference for the parenteral malignancy prevention in patients with IBD.
    METHODS: This was a two-sample MR study based on independent genetic variants strongly linked to IBD selected from the Genome-Wide Association Study (GWAS) meta-analysis carried out by the International Inflammatory Bowel Disease Genetics Consortium (IIBDGC). Parenteral malignancy cases and controls were obtained from the FinnGen consortium and the UK Biobank (UKB) release data. Inverse Variance Weighted (IVW), weighted median, MR-Egger, and strength test (F) were utilized to explore the causal association of IBD with parenteral malignancies. In addition, Cochran\'s Q statistic was performed to quantify the heterogeneity of Instrumental Variables (IVs).
    RESULTS: The estimates of IVW showed that patients with IBD had higher odds of diffuse large B-cell lymphoma (OR = 1.2450, 95% CI: 1.0311‒1.5034). UC had potential causal associations with non-melanoma skin cancer (all p < 0.05), melanoma (OR = 1.0280, 95% CI: 0.9860‒1.0718), and skin cancer (OR = 1.0004, 95% CI: 1.0001‒1.0006). Also, having CD was associated with higher odds of non-melanoma skin cancer (all p < 0.05) and skin cancer (OR = 1.0287, 95% CI: 1.0022‒1.0559). In addition, results of pleiotropy and heterogeneity tests indicated these results are relatively robust.
    CONCLUSIONS: IBD has potential causal associations with diffuse large B-cell lymphoma and skin cancers, which may provide some information on the prevention of parenteral malignancies in patients with IBD. Moreover, further studies are needed to explore the specific mechanisms of the effect of IBD on skin cancers.
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  • 文章类型: Journal Article
    背景:消化系统癌症代表了重大的全球健康挑战,并归因于人口统计学和生活方式变化的结合。脂质组学已成为癌症研究的关键领域,提示脂质代谢的改变与癌症的发展密切相关。然而,特定血脂谱与消化系统癌症风险之间的因果关系尚不清楚.
    方法:使用双样本孟德尔随机化(MR)方法,我们阐明了脂质体谱与五种消化系统癌症风险之间的因果关系:胃,肝脏,食道,胰腺,和大肠癌。这项研究的目的是利用来自GWAS目录和英国生物银行等公共数据库的数据,研究发展脂质分布对消化系统癌症风险的影响。使用逆方差加权(IVW)方法和其他严格的MR方法来评估潜在的因果关系。此外,我们进行了敏感性分析和反向MR分析,以确保结果的稳健性.
    结果:在某些脂类性状与发生消化系统癌症的风险之间确定了显著的因果关系。鞘磷脂(d40:1)水平升高与胃癌发病风险降低相关(比值比(OR)=0.68,P<0.001),而磷脂酰胆碱水平升高(16:1_20:4)会增加患食管癌的风险(OR=1.31,P=0.02)。相反,磷脂酰胆碱(18:2_0:0)对大肠癌有保护作用(OR=0.86,P=0.036)。双向分析并未表明癌症风险与血脂水平之间存在反向因果关系。严格的MR方法证明了上述因果关系的稳健性。
    结论:我们的发现强调了特定的脂质组学特征与发生各种消化系统癌症的风险之间的显着因果关系,强调脂质分布在癌症预防和治疗策略中的潜力。这些结果加强了MR在解开复杂的脂质-癌症相互作用中的价值,为研究和临床应用提供了新的途径。
    BACKGROUND: Digestive system cancers represent a significant global health challenge and are attributed to a combination of demographic and lifestyle changes. Lipidomics has emerged as a pivotal area in cancer research, suggesting that alterations in lipid metabolism are closely linked to cancer development. However, the causal relationship between specific lipid profiles and digestive system cancer risk remains unclear.
    METHODS: Using a two-sample Mendelian randomization (MR) approach, we elucidated the causal relationships between lipidomic profiles and the risk of five types of digestive system cancer: stomach, liver, esophageal, pancreatic, and colorectal cancers. The aim of this study was to investigate the effect impact of developing lipid profiles on the risk of digestive system cancers utilizing data from public databases such as the GWAS Catalog and the UK Biobank. The inverse‒variance weighted (IVW) method and other strict MR methods were used to evaluate the potential causal links. In addition, we performed sensitivity analyses and reverse MR analyses to ensure the robustness of the results.
    RESULTS: Significant causal relationships were identified between certain lipidomic traits and the risk of developing digestive system cancers. Elevated sphingomyelin (d40:1) levels were associated with a reduced risk of developing gastric cancer (odds ratio (OR) = 0.68, P < 0.001), while elevated levels of phosphatidylcholine (16:1_20:4) increased the risk of developing esophageal cancer (OR = 1.31, P = 0.02). Conversely, phosphatidylcholine (18:2_0:0) had a protective effect against colorectal cancer (OR = 0.86, P = 0.036). The bidirectional analysis did not suggest reverse causality between cancer risk and lipid levels. Strict MR methods demonstrated the robustness of the above causal relationships.
    CONCLUSIONS: Our findings underscore the significant causal relationships between specific lipidomic traits and the risk of developing various digestive system cancers, highlighting the potential of lipid profiles in informing cancer prevention and treatment strategies. These results reinforce the value of MR in unraveling complex lipid-cancer interactions, offering new avenues for research and clinical application.
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  • 文章类型: Journal Article
    多发性骨髓瘤(MM),起源于骨髓的浆细胞的恶性疾病,受遗传因素的影响很大。虽然血浆脂质体已经与MM有关,他们潜在的因果关系的性质还有待阐明。本研究旨在使用孟德尔随机化(MR)分析来探索这种关系。
    在全基因组关联研究(GWAS)汇集数据库中,从7,174名芬兰个体的血浆脂质组学数据中鉴定了脂质体相关的遗传工具变量(IVs)。MM汇集的数据集来自GWAS荟萃分析,包括150,797名个体,包括598名MM患者和218,194名对照。这些静脉注射进行了MR分析,坚持严格的相关性标准,独立性,以及排除混杂因素。逆方差加权(IVW)方法,MR-Egger方法,加权中位数(WM)法,和简单中位数用于MR分析评估,在Cochran的Q测试旁边,MR-Egger截获,MR-Pleiotropy残差和离群值(MR-RESSO)方法,和用于评估异质性的留一法分析,多重性,和工具偏见。
    该研究确定了88个有意义的,独立的单核苷酸多态性(SNP)作为MR分析的IVs,每个都有一个大于10的F统计值,表明对弱仪器偏差的鲁棒性。IVW分析显示六种血浆脂质体成分与MM风险之间存在关联(p<0.05)。磷脂酰肌醇(16:0_18:1)血清水平(比值比[OR]=1.769,95%置信区间[CI]:1.132-2.763,p=0.012)和三酰甘油(56:4)水平(p=0.026,OR=1.417,95%CI:1.042-1.926)与多发性骨髓瘤的发展风险呈正相关。磷脂酰乙醇胺(18:0_20:4)(p=0.004,95%CI:0.621-0.916,OR=0.754),磷脂酰胆碱(18:2_20:4)(p=0.004,OR=0.680,95%CI:0.519-0.889),甾醇酯(27:1/18:3)水平(p=0.013,OR=0.677,95%CI:0.498-0.922),和磷脂酰胆碱(O-18:2_20:4)水平(OR=0.710,95%CI:0.517-0.913,p=0.033)与发生多发性骨髓瘤的风险呈负相关。Cochran的Q检验没有检测到统计方法的异质性,MR-RESSO检验或MR-Egger截距也未检测到水平多效性;留一法分析证实了个体SNP不存在偏倚.
    我们的发现表明血浆脂质体成分与MM风险之间存在复杂的关系。血清三酰甘油和磷脂酰肌醇水平升高与MM风险呈正相关。而某些磷脂和甾醇酯提供保护作用。这项研究为脂质体在多发性骨髓瘤病理中的临床相关性提供了有价值的见解。
    UNASSIGNED: Multiple myeloma (MM), a malignant disease of plasma cells originating in the bone marrow, is influenced significantly by genetic factors. Although plasma liposomes have been linked to MM, the nature of their potential causal relationship remains to be elucidated. This study aims to explore this relationship using Mendelian randomization (MR) analysis.
    UNASSIGNED: Liposome-associated genetic instrumental variables (IVs) were identified from plasma lipidomics data of 7,174 Finnish individuals within a Genome-Wide Association Study (GWAS) pooled database. A MM pooled dataset was sourced from a GWAS meta-analysis encompassing 150,797 individuals, including 598 MM patients and 218,194 controls. These IVs underwent MR analysis, adhering to strict criteria for correlation, independence, and the exclusion of confounders. The inverse variance weighted (IVW) method, MR-Egger method, weighted median (WM) method, and simple median were utilized for MR analysis assessment, alongside Cochran\'s Q test, MR-Egger intercept, MR-Pleiotropy Residual Sum and Outlier (MR-RESSO) method, and leave-one-out analysis for evaluating heterogeneity, multiplicity, and instrumental bias.
    UNASSIGNED: The study identified 88 significant, independent single nucleotide polymorphisms (SNPs) as IVs for MR analysis, each with an F-statistic value above 10, indicating robustness against weak instrument bias. IVW analysis revealed associations between six plasma liposome components and MM risk (p < 0.05). Phosphatidylinositol (16:0_18:1) serum levels (odds ratio [OR] = 1.769, 95% confidence interval [CI]: 1.132-2.763, p = 0.012) and triacylglycerol (56:4) levels (p = 0.026, OR = 1.417, 95% CI: 1.042-1.926) were positively correlated with the risk of multiple myeloma development. Phosphatidylethanolamine (18:0_20:4) (p = 0.004, 95% CI: 0.621-0.916, OR = 0.754), phosphatidylcholine (18:2_20:4) (p = 0.004, OR = 0.680, 95% CI: 0.519-0.889), sterol ester (27:1/18:3) levels (p = 0.013, OR = 0.677, 95% CI: 0.498-0.922), and phosphatidylcholine (O-18:2_20:4) levels (OR = 0.710, 95% CI: 0.517-0.913, p = 0.033) were negatively associated with the risk of developing multiple myeloma. The Cochran\'s Q test did not detect statistical method heterogeneity, nor did the MR-RESSO test or the MR-Egger intercept detect horizontal pleiotropy; leave-one-out analyses confirmed the absence of bias from individual SNPs.
    UNASSIGNED: Our findings suggest a complex relationship between plasma liposome components and MM risk. Elevated serum levels of triacylglycerol and phosphatidylinositol are positively associated with MM risk, while certain phospholipids and sterol esters offer a protective effect. This study provides valuable insights into the clinical relevance of liposomes in the pathology of multiple myeloma.
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  • 文章类型: Journal Article
    最近的一些观察性研究表明,肠道微生物群组成与产褥期败血症(PS)有关,并且没有归因于此的因果关系。这项研究的目的是通过使用双样本孟德尔随机化(MR)分析来确定肠道微生物群与PS之间的因果关系。
    这项研究对可公开获取的全基因组关联研究(GWAS)摘要水平数据进行了MR分析,以探索肠道微生物群与PS之间的因果关系。肠道微生物群GWAS(n=18,340)是从MiBioGen研究中获得的,而PS的GWAS汇总水平数据是从英国生物库获得的(PS,3940例;控制,202,267例)。基于P<1.0×10-5的显著性阈值鉴定与每个特征相关的单核苷酸多态性。使用逆方差加权(IVW)参数作为MR的主要方法,并辅以其他方法。此外,一套灵敏度分析方法,包括MR-Egger截距,孟德尔随机多态性残差和离群值,进行了Cochran的Q和留一检验,以评估我们研究结果的稳健性。
    我们的研究发现了3种肠道菌群,LachnosiphiaceaeFCS020,LachnosiphiaceaeNK4A136和RuminocycaceaeNK4A214,与PS有关。IVW方法表明,使用LachnospiliaceaeFCS020,每标准偏差增加一次,PS的风险降低约19%(OR=0.81;95%CI0.66-1.00,p=0.047)。LachnospirosaceaeNK4A136也发现了类似的趋势(OR=0.80;95%CI0.66-0.97,p=0.024)。然而,RuminocycaceaeNK4A214与PS的风险呈正相关(OR=1.33,95%CI:1.07-1.67,p=0.011)。
    这项由两个样本组成的MR研究首次发现了肠道微生物群对PS风险的有益和有害因果关系的暗示证据。这可能为微生物群介导的PS的发病机理及其预防和治疗的潜在策略提供有价值的见解。
    UNASSIGNED: Some recent observational studies have shown that gut microbiota composition is associated with puerperal sepsis (PS) and no causal effect have been attributed to this. The aim of this study was to determine a causal association between gut microbiota and PS by using a two-sample Mendelian randomization (MR) analysis.
    UNASSIGNED: This study performed MR analysis on the publicly accessible genome-wide association study (GWAS) summary level data in order to explore the causal effects between gut microbiota and PS. Gut microbiota GWAS (n = 18,340) were obtained from the MiBioGen study and GWAS-summary-level data for PS were obtained from the UK Biobank (PS, 3,940 cases; controls, 202,267 cases). Identification of single nucleotide polymorphisms associated with each feature were identified based on a significance threshold of p < 1.0 × 10-5. The inverse variance weighted (IVW) parameter was used as the primary method for MR and it was supplemented by other methods. Additionally, a set of sensitivity analytical methods, including the MR-Egger intercept, Mendelian randomized polymorphism residual and outlier, Cochran\'s Q and the leave-one-out tests were carried out to assess the robustness of our findings.
    UNASSIGNED: Our study found 3 species of gut microbiota, Lachnospiraceae FCS020, Lachnospiraceae NK4A136, and Ruminococcaceae NK4A214, to be associated with PS. The IVW method indicated an approximately 19% decreased risk of PS per standard deviation increase with Lachnospiraceae FCS020 (OR = 0.81; 95% CI 0.66-1.00, p = 0.047). A similar trend was also found with Lachnospiraceae NK4A136 (OR = 0.80; 95% CI 0.66-0.97, p = 0.024). However, Ruminococcaceae NK4A214 was positively associated with the risk of PS (OR = 1.33, 95% CI: 1.07-1.67, p = 0.011).
    UNASSIGNED: This two-sample MR study firstly found suggestive evidence of beneficial and detrimental causal associations of gut microbiota on the risk of PS. This may provide valuable insights into the pathogenesis of microbiota-mediated PS and potential strategies for its prevention and treatment.
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  • 文章类型: Journal Article
    最近的研究强调了睡眠与微生物类群和途径之间的关联。然而,这些关联的因果效应仍然未知.为了调查这一点,我们使用来自412个肠道微生物组性状(N=7738)的全基因组关联研究(GWAS)和来自7个睡眠相关性状(N=345,552~386,577)的GWAS研究的汇总统计,进行了双向双样本孟德尔随机化(MR)分析.我们采用了多种MR方法来评估因果关系,以逆方差加权(IVW)为主要方法,与Bonferroni校正((p<2.4×10-4)一起确定显著的因果关系。我们进一步应用了Cochran的Q统计分析,MR-Egger截获,和孟德尔随机化多效性残差和异常值(MR-PRESSO)用于异质性和多效性评估。IVW估计揭示了微生物类群和途径对睡眠相关性状的79个潜在因果效应和45个反向因果关系。超过一半与途径有关,强调其意义。结果揭示了两个显著的因果关系:遗传确定的磷酸戊糖的相对丰度减少了睡眠时间(p=9.00×10-5),遗传决定的脂肪酸水平的增加增加了早晨起床的便利性(p=8.06×10-5)。敏感性分析,包括异质性和多效性测试,以及单核苷酸多态性的留一分析,证实了这些关系的稳健性。这项研究探讨了睡眠与微生物类群和途径之间的潜在因果关系,为他们复杂的相互作用提供新颖的见解。
    Recent research has highlighted associations between sleep and microbial taxa and pathways. However, the causal effect of these associations remains unknown. To investigate this, we performed a bidirectional two-sample Mendelian randomization (MR) analysis using summary statistics of genome-wide association studies (GWAS) from 412 gut microbiome traits (N = 7738) and GWAS studies from seven sleep-associated traits (N = 345,552 to 386,577). We employed multiple MR methods to assess causality, with Inverse Variance Weighted (IVW) as the primary method, alongside a Bonferroni correction ((p < 2.4 × 10-4) to determine significant causal associations. We further applied Cochran\'s Q statistical analysis, MR-Egger intercept, and Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) for heterogeneity and pleiotropy assessment. IVW estimates revealed 79 potential causal effects of microbial taxa and pathways on sleep-related traits and 45 inverse causal relationships, with over half related to pathways, emphasizing their significance. The results revealed two significant causal associations: genetically determined relative abundance of pentose phosphate decreased sleep duration (p = 9.00 × 10-5), and genetically determined increase in fatty acid level increased the ease of getting up in the morning (p = 8.06 × 10-5). Sensitivity analyses, including heterogeneity and pleiotropy tests, as well as a leave-one-out analysis of single nucleotide polymorphisms, confirmed the robustness of these relationships. This study explores the potential causal relationships between sleep and microbial taxa and pathways, offering novel insights into their complex interplay.
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