causal relationship

因果关系
  • 文章类型: Journal Article
    UNASSIGNED: Studies on the relationships between diseases of the urinary system and human plasma proteomes have identified several potential biomarkers. However, none of these studies have elucidated the causal relationships between plasma proteins and urolithiasis.
    UNASSIGNED: The objective of the study was to investigate the potential risks of plasma metabolites in urolithiasis using a two-sample Mendelian randomization (MR) study.
    UNASSIGNED: A total of 1,400 metabolites were identified in the most comprehensive genome-wide association study (GWAS) of plasma metabolomics in a European population to date, and single-nucleotide polymorphisms (SNPs) were used as the instrumental variables for the plasma metabolites. The European GWAS data for urinary calculi included 482,123 case samples and 6,223 control samples (ebi-a-GCST90018935). The associations between the plasma metabolites and risk of urolithiasis were evaluated by inverse variance weighting (IVW) and supplemented by sensitivity analyses of the MR-Egger and MR-PRESSO tests.
    UNASSIGNED: For the first time, we found a causal relationship between two plasma metabolites (p < 1.03 × 10-4) and urolithiasis (p < 0.05). The chemical 4-hydroxychlorothalonil, which is an intermediate product of the pesticide hydroxychlorothalonil, could promote urolithiasis (odds ratio (OR) = 1.12) as a risk factor. Moreover, 1-stearoyl-2-arachidonoyl-GPC, which is an important component of phospholipid metabolism in the human body, can inhibit urolithiasis (OR = 0.94).
    UNASSIGNED: Our results suggest that blood metabolites can be used as blood markers and drug targets in the prevention, diagnosis, and treatment of urolithiasis; furthermore, our results can provide a basis for policy makers to formulate prevention and treatment policies for urolithiasis.
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  • 文章类型: Journal Article
    临床观察表明肠道微生物群与膀胱过度活动症(OAB)症状之间存在相关性。然而,肠道菌群与OAB症状之间的因果关系和机制仍然难以捉摸。
    进行了两个样本孟德尔随机化(MR)分析,以评估肠道微生物群与OAB症状之间的关联,包括尿失禁(UI)。数据从MiBioGen国际联盟全基因组关联研究(GWAS)数据集和IEUGWAS数据库获得。逆方差加权法作为MR分析的主要方法,加上加权中位数,MR-Egger,和加权模式方法作为补充方法。敏感性分析用于评估可能违反MR假设的情况。
    我们的分析确定了7个与OAB有因果关系的肠道细菌类群和9个与UI相关的肠道细菌类群。肠杆菌属,LachnospiaceaNK4A136组,Romboutsia被确定为抗OAB的保护因素,而Barnesiella属,FamilyXIIIAD3011组,Odoribacter,和RuminococcaceaUCG005与OAB风险增加相关。Coprococus3属的丰度较高,Burkholderiales目,Verrucomicrobia门预测UI的风险较低。相反,Mollicutes班,纱布罗米球菌属,MollicutesRF9,Firmicutes门和Tenericutes与UI风险呈正相关。敏感性分析排除了潜在异质性和水平多效性的影响。
    这项研究揭示了肠道菌群与OAB症状之间的因果关系,为确定OAB症状患者的生物标志物和治疗靶点提供新的见解和理论基础。
    UNASSIGNED: Clinical observations indicate a correlation between the gut microbiota and overactive bladder (OAB) symptoms. Nevertheless, the causal relationship and mechanisms between gut microbiota and OAB symptoms remain elusive.
    UNASSIGNED: Two-sample Mendelian randomization (MR) analyses were performed to assess the association between gut microbiota and OAB symptoms, including urinary incontinence (UI). Data were obtained from the MiBioGen International Consortium genome-wide association studies (GWAS) dataset and the IEU GWAS database. The inverse variance weighted method was used as the primary approach in the MR analysis, with the weighted median, MR-Egger, and weighted mode methods as supplementary approaches. Sensitivity analyses were employed to assess potential violations of the MR assumptions.
    UNASSIGNED: Our analysis identified seven gut bacterial taxa with a causal relationship to OAB and nine gut bacterial taxa associated with UI. Genera Eubacteriumfissicatenumgroup, LachnospiraceaeNK4A136group, and Romboutsia were identified as protective factors against OAB, while genera Barnesiella, FamilyXIIIAD3011group, Odoribacter, and RuminococcaceaeUCG005 were associated with an increased risk of OAB. A higher abundance of the genus Coprococcus3, order Burkholderiales, and phylum Verrucomicrobia predicted a lower risk of UI. Conversely, the class Mollicutes, genus Ruminococcus gauvreauii group, order Mollicutes RF9, and phylum Firmicutes and Tenericutes were positively correlated with UI risk. The sensitivity analysis excluded the influence of potential heterogeneity and horizontal pleiotropy.
    UNASSIGNED: This study revealed a causal relationship between gut microbiota and OAB symptoms, providing new insights and a theoretical foundation to identify biomarkers and therapeutic targets for patients with OAB symptoms.
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  • 文章类型: Journal Article
    观察性研究表明,肠道菌群与多发性肌炎(PM)和皮肌炎(DM)之间存在关联,但因果关系尚不清楚。我们调查了肠道菌群对PM和DM的因果影响,提供见解,希望为未来的治疗和预防提供见解。
    肠道微生物群的汇总统计来自多种族全基因组关联研究(GWAS)荟萃分析,包括来自18,340个欧洲人的119个分类单元。从GWAS分析中提取PM/DM统计数据。孟德尔随机化(MR)与IVW,MR-Egger,采用加权中位数方法。敏感性分析解决了异质性和多效性。在研究的119个细菌属中,六个显示了因果关系。
    Alloprevotella(OR:3.075,95%CI:1.127-8.386,p=0.028),RuminocycaceaeUCG003(OR:4.219,95%CI:1.227-14.511,p=0.022),Dialister(OR:0.273,95%CI:0.077-0.974,p=0.045)与PM相关。厌氧菌(OR:0.314,95%CI:0.112-0.882,p=0.028),RuminocycaceaeUCG002(OR:2.439,95%CI:1.173-5.071,p=0.017),Sutterella(OR:3.392,95%CI:1.302-8.839,p=0.012)与DM相关。敏感性分析验证了这些关联。
    我们建立了Ruminoccaceae,Sutterilla,AnaerotruncuswithDM,Alloprevotella,RuminocycaceaeUCG003和Dialister与PM。常见的微生物群,像Ruminococaceae,具有重要的临床意义。这些发现为肠道微生物群有助于PM/DM的发展以及未来监测PM/DM患者的肠道微生物群开辟了更大的可能性。
    UNASSIGNED: Observational studies suggest associations between gut microbiota and polymyositis (PM) and dermatomyositis (DM), but causal relationships are unclear. We investigate the causal effects of gut microbiota on PM and DM, providing insights hoping to provide insights for future treatment and prevention.
    UNASSIGNED: Summary statistics of gut microbiota were obtained from a multi-ethnic Genome Wide Association Studies (GWAS) meta-analysis, including 119 taxa from 18,340 Europeans. PM/DM statistics were extracted from GWAS analyses. Mendelian randomization (MR) with IVW, MR-Egger, and weighted median methods was performed. Sensitivity analyses addressed heterogeneity and pleiotropy. Of the 119 bacterial genera studied, six showed causal links.
    UNASSIGNED: Alloprevotella (OR: 3.075, 95% CI: 1.127-8.386, p = 0.028), Ruminococcaceae UCG003 (OR: 4.219, 95% CI: 1.227-14.511, p = 0.022), Dialister (OR: 0.273, 95% CI: 0.077-0.974, p = 0.045) were associated with PM. Anaerotruncus (OR: 0.314, 95% CI: 0.112-0.882, p = 0.028), Ruminococcaceae UCG002 (OR: 2.439, 95% CI: 1.173-5.071, p = 0.017), Sutterella (OR: 3.392, 95% CI: 1.302-8.839, p = 0.012) were related to DM. Sensitivity analyses validated these associations.
    UNASSIGNED: We establish causal relationships between Ruminococcaceae, Sutterella, Anaerotruncus with DM, Alloprevotella, Ruminococcaceae UCG003, and Dialister with PM. Common microbiota, like Ruminococcaceae, have significant clinical implications. These findings open up greater possibilities for the gut microbiota to contribute to the development of PM/DM and for future monitoring of the gut microbiota in patients with PM/DM.
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  • 文章类型: Journal Article
    背景:先前已经进行了一些观察性或回顾性研究,以探索肺癌与人乳头瘤病毒(HPV)感染之间的可能关联。然而,由于研究设计和HPV检测方法的差异,数据和结论可能存在不一致.目前尚无研究提供确凿证据支持HPV参与肺癌的发生发展。因此,HPV与肺癌之间的关系仍存在争议和不确定.本研究旨在通过系统地进行双向双样本孟德尔随机化(TSMR)分析,探讨HPV感染是否与肺癌风险有因果关系。
    方法:在国际肺癌协会(ILCCO)全基因组关联研究数据集中,我们纳入了11,348例肺癌(LUCA)病例,包括3275例鳞状细胞癌(LUSC)病例,3442例腺癌(LUAD),和15861例控制。使用与HPVE7蛋白相关的遗传变异作为工具变量,我们总结了MRCIEUOpenGWAS数据库中与HPV感染相关的统计数据,其中包括HPV-16E7蛋白和HPV-18E7蛋白。双样本孟德尔随机化(MR)结果表示为比值比(OR)和95%置信区间(CI)。
    结果:基于对来自公共数据库的全基因组关联研究(GWAS)数据的综合分析,我们主要使用逆方差加权(IVW)来估计因果关系,在使用MR-Egger时,加权中位数,简单模式,和加权模式,和其他四种方法作为补充。两个样本的MR分析显示暴露因素(HPV-16E7蛋白和HPV-18E7蛋白)与结果因素(肺癌(LUCA)及其亚型鳞状细胞癌(LUSC)和腺癌(LUAD))之间没有因果关系使用IVW方法进行正向MR分析。HPV-16E7蛋白和LUCA及其亚型LUSC和LUAD;IVW方法结果:[OR]=1.002;95%[CI]:0.961-1.045;p=0.920;[OR]=1.023;95%[CI]:0.966-1.084;p=0.438;[OR]=0.438;[OR]=0.994;95%LUCI=0.927-1.018;[OR]0.9通过反向MR观察到LUCA及其亚型LUSC和LUAD作为暴露因子,和HPV感染(HPV-16E7蛋白和HPV-18E7蛋白)作为结果因素,IVW方法的结果也无效。LUCA和HPV-16E7蛋白和HPV-18E7蛋白;IVW方法结果:[OR]=1.036;95%[CI]:0.761-1.411;p=0.82;[OR]=1.318;95%[CI]:0.949-1.830;p=0.099;LUSC和HPV-16E7蛋白和HPV-18E7蛋白;[OR]0.671-1.8182%我们的结果表明,基因预测的HPV感染与LUCA及其亚型LUSC和LUAD之间没有因果关系。此外,在反向MR分析中,我们未观察到LUCA及其亚型LUSC和LUAD与HPV感染之间存在显著的因果关系.
    结论:我们的发现不支持HPV感染与肺癌之间的遗传关联。
    BACKGROUND: Several observational or retrospective studies have previously been conducted to explore the possible association between lung cancer and human papillomavirus (HPV) infection. However, there may be inconsistencies in the data and conclusions due to differences in study design and HPV testing methods. There are currently no studies that provide conclusive evidence to support the involvement of HPV in the occurrence and development of lung cancer. Therefore, the relationship between HPV and lung cancer remains controversial and uncertain. This study aimed to explore whether HPV infection is causally related to lung cancer risk by systematically performing a two-way Two-Sample Mendelian Randomization (TSMR) analysis.
    METHODS: In the International Lung Cancer Consortium (ILCCO) genome-wide association study dataset, we included 11,348 lung cancer (LUCA) cases, including 3275 squamous cell carcinoma (LUSC) cases, 3442 adenocarcinoma (LUAD) cases, and 15,861 cases of control. Using genetic variants associated with the HPV E7 protein as instrumental variables, we summarized statistics associated with HPV infection in the MRC IEU OpenGWAS database, which included the HPV-16 E7 protein and the HPV-18 E7 protein. Two-sample Mendelian randomization (MR) results are expressed as odds ratios (OR) and 95% confidence intervals (CI).
    RESULTS: Based on a comprehensive analysis of genome-wide association study (GWAS) data from public databases, we mainly used inverse-variance weighted (IVW) to estimate causal relationships, while using MR-Egger, weighted median, simple mode, and weighted mode, and other four methods as supplements. Two-sample MR Analysis revealed no causal relationship between exposure factors (HPV-16 E7 protein and HPV-18 E7 protein) and outcome factors (lung cancer (LUCA) and its subtypes squamous cell carcinoma (LUSC) and adenocarcinoma (LUAD)) in forward MR Analysis using the IVW approach.HPV-16 E7 protein and LUCA and its subtypes LUSC and LUAD by IVW method results: [OR] = 1.002; 95% [CI]: 0.961 - 1.045; p = 0.920; [OR] = 1.023; 95% [CI]: 0.966 - 1.084; p = 0.438; [OR] = 0.994; 95% [CI]: 0.927 - 1.066; p = 0.872); HPV-18 E7 protein and LUCA and its subtypes LUSC and LUAD by IVW method results: [OR] = 0.965; 95% [CI]: 0.914 - 1.019; p = 0.197; [OR] = 0.933; 95% [CI]: 0.834 - 1.043; p = 0.222; [OR] = 1.028; 95% [CI]: 0.945 - 1.118; p = 0.524. It was observed through reverse MR that LUCA and its subtypes LUSC and LUAD were used as exposure factors, and HPV infection (HPV-16 E7 protein and HPV-18 E7 protein) was used as the outcome factors, the results of the IVW method are also invalid.LUCA and HPV-16 E7 protein and HPV-18 E7 protein by IVW method results: [OR] = 1.036; 95% [CI]: 0.761 - 1.411; p = 0.82; [OR] = 1.318; 95% [CI]: 0.949 - 1.830; p = 0.099; LUSC and HPV-16 E7 protein and HPV-18 E7 protein by IVW method results: [OR] = 1.123; 95% [CI]0.847 - 1.489; p = 0.421; [OR] = 0.931; 95% [CI]: 0.660 - 1.313; p = 0.682; LUAD and HPV-16 E7 protein and HPV-18 E7 protein by IVW method results: [OR] = 1.182; 95% [CI] 0.983 - 1.421; p = 0.075; [OR] = 1.017; 95% [CI]: 0.817 - 1.267; p = 0.877.Our results indicate that there is no causal relationship between genetically predicted HPV infection and LUCA and its subtypes LUSC and LUAD. In addition, in the reverse MR analysis, we did not observe a significant causal relationship between LUCA and its subtypes LUSC and LUAD on HPV infection.
    CONCLUSIONS: Our findings do not support a genetic association between HPV infection and lung cancer.
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  • 文章类型: Journal Article
    以前的研究表明,体力活动与偏头痛之间存在联系,但由于观察方法的潜在偏差,它们并不能证明因果关系。
    利用来自英国生物库377,234名参与者的加速度计测量的身体活动数据和来自24个队列的599,356名欧洲偏头痛患者(包括48,975例和550,381名对照)的信息,我们进行了双向孟德尔随机化分析,以研究加速度计测量的体力活动与偏头痛之间的遗传双向因果关系.
    研究结果表明,“平均加速度”身体活动之间存在轻微的负遗传相关性(rg=-0.091,p=0.011),总体体力活动(rg=-0.081,p=0.017),还有偏头痛.然而,在偏头痛和"加速度分数>425mg"的体力活动之间没有观察到共有的遗传成分(rg=-0.124,p=0.076).研究结果还表明,加速度计测量的身体活动与偏头痛之间缺乏遗传双向因果关系(“平均加速度”,OR=1.002,95%CI0.975-1.031,p=0.855,“加速度分数>425毫克”,OR=1.127,95%CI0.802-1.583,p=0.488,总体体力活动,OR=0.961,95%CI0.713-1.296,p=0.799),反之亦然。此外,即使在调整肥胖后,这种因果关系的缺乏仍然存在(OR=1.005,p=0.578),教育(OR=1.019,p=0.143),和抑郁(OR=1.005,p=0.847),单独或同时。
    基于遗传数据的孟德尔随机化结果并未为体力活动与偏头痛之间的因果关系提供支持。
    UNASSIGNED: Previous studies have shown a connection between physical activity and migraines, but they don\'t prove a cause-and-effect relationship due to potential biases in observational methods.
    UNASSIGNED: Utilizing accelerometer-measured physical activity data from a cohort of 377,234 participants in the UK Biobank and information from 599,356 European migraine patients (including 48,975 cases and 550,381 controls) obtained from 24 cohorts, we performed a bidirectional Mendelian randomization analysis to investigate the genetic bidirectional causal relationship between accelerometer-measured physical activity and migraines.
    UNASSIGNED: Research findings indicated a slight negative genetic correlation between \"average acceleration\" physical activity (rg  = -0.091, p = 0.011), overall physical activity (rg  = -0.081, p = 0.017), and migraine. Nevertheless, no shared genetic components were observed between migraine and \"fraction of accelerations > 425 mg\" of physical activity (rg  = -0.124, p = 0.076). The study results also demonstrated a lack of genetic bidirectional causality between accelerometer-measured physical activity and migraine (\"average acceleration\", OR = 1.002, 95% CI 0.975-1.031, p = 0.855, \"fraction of accelerations > 425 mg\", OR = 1.127, 95% CI 0.802-1.583, p = 0.488, overall physical activity, OR = 0.961, 95% CI 0.713-1.296, p = 0.799), and vice versa. Additionally, this lack of causal association persists even after adjusting for obesity (OR = 1.005, p = 0.578), education (OR = 1.019, p = 0.143), and depression (OR = 1.005, p = 0.847), either separately or simultaneously.
    UNASSIGNED: The Mendelian randomization results based on genetic data do not provide support for a causal association between physical activity and migraine.
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  • 文章类型: Journal Article
    外周免疫细胞与免疫球蛋白A肾病(IgAN)之间的关系是众所周知的;然而,缺乏这种联系的因果证据。这里,我们的目的是确定外周免疫细胞的因果效应,特别是白细胞总数,淋巴细胞,单核细胞,嗜碱性粒细胞,嗜酸性粒细胞,和中性粒细胞,以及淋巴细胞亚群特征,使用孟德尔随机化(MR)分析IgAN风险。
    采用逆方差加权(IVW)方法进行初步分析。我们应用了三种互补的方法,包括加权中位数,MR-Egger回归,和MR-PRESSO,检测和纠正水平多效性的影响。此外,我们进行了多变量MR(MVMR)分析,调节C反应蛋白(CRP)水平的影响。特定淋巴细胞亚型的作用及其意义已引起人们的关注。进行了双向双样本MR分析,以测试免疫性状之间的潜在因果关系,包括中位荧光强度(MFI)和相对细胞计数(AC),还有Igan.
    IVW-MR分析表明,欧洲淋巴细胞计数与IgAN之间存在潜在的因果关系(每1-SD增加的OR:1.43,95%CI:1.08-1.88,P=0.0123)。即使在使用MVMR方法调整CRP水平后,淋巴细胞的风险效应仍然存在(OR每1-SD增加:1.44,95%CI:1.05-1.96,P=0.0210)。其他敏感性分析显示出一致的趋势。迄今为止发表的最大的GWAS用于外周血免疫分型,以探索外周免疫细胞亚群与IgAN之间的潜在因果关系。检测到6对AC-IgAN和14对MFI-IgAN,差异有统计学意义(P<0.05)。值得注意的是,CD3在8个T细胞亚群中表达,与IgAN呈正相关。双向MR分析没有发现任何反向因果关系的证据。根据敏感性分析,水平多效性不太可能扭曲因果估计。
    基因测定的高淋巴细胞计数与IgAN有关,支持高淋巴细胞计数是IgAN的因果危险因素。
    UNASSIGNED: The relationship between peripheral immune cells and immunoglobulin A nephropathy (IgAN) is widely known; however, causal evidence of this link is lacking. Here, we aimed to determine the causal effect of peripheral immune cells, specifically total white blood cells, lymphocytes, monocytes, basophils, eosinophils, and neutrophils, as well as lymphocyte subset traits, on the IgAN risk using a Mendelian randomization (MR) analysis.
    UNASSIGNED: The inverse-variance weighted (IVW) method was used for the primary analysis. We applied three complementary methods, including the weighted median, MR-Egger regression, and MR-PRESSO, to detect and correct for the effect of horizontal pleiotropy. Additionally, we performed a multivariable MR (MVMR) analysis, adjusting for the effects of C-reactive protein (CRP) levels. The roles of specific lymphocyte subtypes and their significance have garnered interest. Bidirectional two-sample MR analysis was performed to test the potential causal relationships between immune traits, including median fluorescence intensities (MFIs) and the relative cell count (AC), and IgAN.
    UNASSIGNED: The IVW-MR analysis suggested a potential causal relationship between lymphocyte counts and IgAN in Europe (OR per 1-SD increase: 1.43, 95% CI: 1.08-1.88, P = 0.0123). The risk effect of lymphocytes remained even after adjusting for CRP levels using the MVMR method (OR per 1-SD increase: 1.44, 95% CI: 1.05-1.96, P = 0.0210). The other sensitivity analyses showed a consistent trend. The largest GWAS published to date was used for peripheral blood immunophenotyping to explore the potential causal relationship between peripheral immune cell subsets and IgAN. Six AC-IgAN and 14 MFI-IgAN pairs that reached statistical significance (P < 0.05) were detected. Notably, CD3, expressed in eight subsets of T cells, consistently showed a positive correlation with IgAN. The bidirectional MR analysis did not reveal any evidence of reverse causality. According to the sensitivity analysis, horizontal pleiotropy was unlikely to distort the causal estimates.
    UNASSIGNED: Genetically determined high lymphocyte counts were associated with IgAN, supporting that high lymphocyte counts is causal risk factor for IgAN.
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  • 文章类型: Journal Article
    背景:先前的研究强调了血细胞计数与慢性肝病之间的相关性。尽管如此,因果关系仍然未知。
    目的:评估血细胞性状对肝酶和非酒精性脂肪性肝病(NAFLD)风险的因果关系。
    方法:从血细胞联盟进行的全基因组关联研究(GWAS)中提取与血细胞性状强相关的独立遗传变异。从英国生物银行获得肝酶的汇总水平数据。NAFLD数据来自GWAS荟萃分析(8434例和770180例对照,发现数据集)和FingenGWAS(2275例和372727例对照,复制数据集)。这项分析是使用逆方差加权方法进行的,其次是各种敏感性分析。
    结果:基因预测的血红蛋白浓度(HGB)的一个SD增加与0.0078的β相关(95CI:0.0059-0.0096),0.0108(95CI:0.0080-0.0136),0.0361(95CI:0.0156-0.0567),碱性磷酸酶(ALP)和0.0083(95CI:00046-0.0121),丙氨酸氨基转移酶(ALT),天冬氨酸转氨酶,和γ-谷氨酰转移酶,分别。遗传预测的血细胞比容与ALP(β=0.0078,95CI:0.0052-0.0104)和ALT(β=0.0057,95CI:0.0039-0.0075)相关。遗传测定的HGB和红细胞网织红细胞分数增加了NAFLD的风险[比值比(OR)=1.199,95CI:1.087-1.322]和(OR=1.157,95CI:1.071-1.250)。敏感性分析的结果仍然很重要。
    结论:通过孟德尔随机化分析揭示了与肝酶和NAFLD发展相关的新的因果血细胞特征,这可能有助于NAFLD的诊断和预防。
    BACKGROUND: Previous research has highlighted correlations between blood cell counts and chronic liver disease. Nonetheless, the causal relationships remain unknown.
    OBJECTIVE: To evaluate the causal effect of blood cell traits on liver enzymes and nonalcoholic fatty liver disease (NAFLD) risk.
    METHODS: Independent genetic variants strongly associated with blood cell traits were extracted from a genome-wide association study (GWAS) conducted by the Blood Cell Consortium. Summary-level data for liver enzymes were obtained from the United Kingdom Biobank. NAFLD data were obtained from a GWAS meta-analysis (8434 cases and 770180 controls, discovery dataset) and the Fingen GWAS (2275 cases and 372727 controls, replication dataset). This analysis was conducted using the inverse-variance weighted method, followed by various sensitivity analyses.
    RESULTS: One SD increase in the genetically predicted haemoglobin concentration (HGB) was associated with a β of 0.0078 (95%CI: 0.0059-0.0096), 0.0108 (95%CI: 0.0080-0.0136), 0.0361 (95%CI: 0.0156-0.0567), and 0.0083 (95%CI: 00046-0.0121) for alkaline phosphatase (ALP), alanine aminotransferase (ALT), aspartate aminotransferase, and gamma-glutamyl transferase, respectively. Genetically predicted haematocrit was associated with ALP (β = 0.0078, 95%CI: 0.0052-0.0104) and ALT (β = 0.0057, 95%CI: 0.0039-0.0075). Genetically determined HGB and the reticulocyte fraction of red blood cells increased the risk of NAFLD [odds ratio (OR) = 1.199, 95%CI: 1.087-1.322] and (OR = 1.157, 95%CI: 1.071-1.250). The results of the sensitivity analyses remained significant.
    CONCLUSIONS: Novel causal blood cell traits related to liver enzymes and NAFLD development were revealed through Mendelian randomization analysis, which may facilitate the diagnosis and prevention of NAFLD.
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  • 文章类型: Journal Article
    关于体力活动(PA)与皮肤癌(SC)之间关系的现有观察性研究存在争议,这指出了它们关联的错综复杂的性质,并强调了更细致入微的研究以解开起作用的因果动力学的必要性。本文的目的是深入研究这种复杂的关系,试图澄清PA是否作为针对SC的保护因素,或有助于其风险。
    我们利用了来自GWAS目录中PA的全基因组关联研究(GWAS)的数据(包括自我报告的中度至重度PA(MVPA),自我报告的剧烈PA(VPA),和基于加速度计的平均加速PA)。SC的数据来自FinnGen。所有参与者都是欧洲血统。我们使用双样本孟德尔随机化(TSMR)来分析PA和SC之间的因果关系。本研究采用逆方差加权(IVW)方法作为主要方法,和MREgger回归作为补充分析方法。为了确保结果的鲁棒性,使用Cochran的Q检验和MR多效性残差和离群值(MR-PRESSO)全局检验来测量灵敏度。
    我们的分析表明,平均加速PA与SC的风险增加相关(ORIVW=0.94,95%CI0.93-0.96,P<0.001)。而MVPA(ORIVW=0.99,95%CI0.67-1.47,P=0.962)和VPA(ORIVW=0.80,95%CI0.29-2.18,P=0.656)均未显示与SC风险的因果关系。
    我们的研究表明,PA与SC的减少有关,为未来SC的预防提供了新的视角。我们的研究结果支持了PA水平升高的假设,以平均加速度为特征,与降低患皮肤癌的风险有关。这填补了PA与SC因果关系研究的空白,并且可以为针对皮肤癌的新型预防策略铺平道路。
    UNASSIGNED: The existing observational research on the relationship between physical activity (PA) and skin cancer (SC) is contentious, which points to the intricate nature of their association and underscores the imperative for more nuanced research to untangle the causal dynamics at play. The aim of this article is to delve deeper into this complex relationship, seeking to clarify whether PA serves as a protective factor against SC, or contributes to its risk.
    UNASSIGNED: We utilized data from the genome-wide association study (GWAS) of PA from GWAS Catalog (include self-reported moderate to vigorous PA (MVPA), self-reported vigorous PA (VPA), and accelerometer-based average-accelerated PA). The data of SC is from FinnGen. All of the participants are of European ancestry. We used two-sample Mendelian Randomization (TSMR) to analyze the causal relationship between PA and SC.The research was conducted using inverse variance weighted (IVW) method as the primary approach, and MR Egger regression as supplementary analytical method. To ensure the robustness of the results, Cochran\'s Q-test and MR pleiotropy residual sum and outlier (MR-PRESSO) global tests were used to measure sensitivity.
    UNASSIGNED: Our analysis indicated that average-accelerated PA was associated with an increased risk of SC (ORIVW = 0.94, 95% CI 0.93-0.96, P < 0.001). While neither MVPA (ORIVW = 0.99, 95% CI 0.67-1.47, P = 0.962) nor VPA (ORIVW = 0.80, 95% CI 0.29-2.18, P = 0.656) shows causal relationship on risk of SC.
    UNASSIGNED: Our research suggests that PA is associated with a decrease in SC, provides a new perspective for future SC prevention. Our research findings bolster the hypothesis that increased levels of PA, characterized by average acceleration, are associated with a reduced risk of developing skin cancer. This has filled the gap of research on the causal relationship between PA and SC, and could pave the way for novel preventive strategies against skin cancer.
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  • 文章类型: Journal Article
    尽管描述性研究发现甲状腺功能障碍(TD)与斑秃(AA)之间存在关联,然而,TD与AA之间的因果关系尚不清楚。这项研究的目的是探讨两者之间的因果关系和具体方向。
    我们进行了大规模,双样本孟德尔随机化(MR)分析,以检查TD(如Graves病(GD),桥本甲状腺炎(HT),甲状腺癌(TC),促甲状腺激素(TSH),促甲状腺激素释放激素(TRH),等。)和AA。TD和AA的全基因组关联研究(GWAS)汇总统计来自IEUOpenGwas项目。采用逆方差加权(IVW)方法作为评价TD与AA之间因果关系的主要分析方法,辅以加权中位数,MR-Egger,简单模式和加权模式。此外,我们进行了敏感性分析,以评估研究结果的可靠性.
    我们的研究发现,HT(IVWOR=1.396,95%CI1.030-1.892,P=0.031)和甲状腺功能减退(IVWOR=1.431,95%CI1.138-1.799,P=0.002)的单核苷酸多态性(SNPs)显着增加了AA的风险。反向MR分析表明,对AA的遗传易感性(β=-0.029,95CI=-0.051至-0.007,P=0.009)可能是TRH的风险。阳性MR分析观察到其他TD和AA之间无统计学意义的因果关系(IVWP>0.05)。反向MR分析也显示AA与除TRH以外的其他TD(IVWP>0.05)之间没有统计学上的显著关联。此外,进行了额外的敏感性分析,包括留一考,异质性测试,和多效性测试,以评估结果的稳健性。
    这项研究对TD与AA之间的因果关系进行了非常全面的分析,提供令人信服的遗传证据来支持TD与斑秃之间的因果关系。它揭示了AA患者的一些原因,对AA患者的管理和治疗具有重要意义。
    UNASSIGNED: Although descriptive studies have found an association between thyroid dysfunction (TD) and alopecia areata (AA), however, the causal relationship between TD and AA remains unclear. The purpose of this study is to investigate the causal relationship between the two and the specific directions.
    UNASSIGNED: We performed large-scale, two-sample Mendelian randomization (MR) analyses to examine whether there was an association between TD (such as Graves\' disease (GD), Hashimoto\'s thyroiditis (HT), thyroid cancer (TC), thyroid stimulating hormone (TSH), thyrotropin-releasing hormone (TRH), etc.) and AA. Genome-wide association study (GWAS) summary statistics for TD and AA were from the IEU OpenGwas project. The inverse variance-weighted (IVW) method was used as the primary analysis method to evaluate the causality between TD and AA, supplemented by the weighted median, MR-Egger, simple mode and weighted mode. In addition, sensitivity analyses were performed to assess the reliability of the study results.
    UNASSIGNED: Our study found that single nucleotide polymorphisms (SNPs) in HT (IVW OR = 1.396, 95% CI 1.030-1.892, P=0.031) and hypothyroidism (IVW OR = 1.431, 95% CI 1.138-1.799, P=0.002) significantly increased the risk of AA. Reverse MR analysis indicated that genetic susceptibility to AA (β=-0.029, 95%CI=-0.051 to -0.007, P=0.009) may be a risk for TRH. Positive MR analysis observed no statistically significant causal relationship between other TD and AA (IVW P>0.05). Reverse MR analysis also showed no statistically significant association between AA and other TD (IVW P>0.05) other than TRH. Furthermore, additional sensitivity analyses were performed, including a leave-one-out test, a heterogeneity test, and a pleiotropy test to assess the robustness of the results.
    UNASSIGNED: This study provides a very comprehensive analysis of the causal relationship between TD and AA, providing convincing genetic evidence to support the causal relationship between TD and alopecia areata. It reveals some causes of AA patients, which is of great significance for the management and treatment of AA patients.
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  • 文章类型: Journal Article
    最近的流行病学研究表明,血小板指数与肺动脉高压(PAH)之间存在相关性,然而,他们之间的因果关系仍然不清楚。探讨血小板四项指标与PAH的因果关系,为临床防治提供理论依据。
    从已发表的全基因组关联研究(GWAS)中选择与血小板相关性状相关的单核苷酸多态性(SNPs)作为暴露因子,包括:血小板计数(PLT),plateletcrit(PCT),平均血小板体积(MPV),和血小板分布宽度(PDW)。PAH的汇总数据来自FinnGen研究(248例病例和289,117例对照)。进行了双样本和多变量孟德尔随机化(MR)分析,以评估暴露因素与结局风险之间的因果关系。逆方差加权(IVW)方法被用作主要的MR分析方法,辅以加权中位数,基于模式的估计,MR-Egger回归,和MRPleiotropic残余和和异常值(MR-PRESSO)测试来检测和调整多效性,通过敏感性分析确保结果的可靠性。
    (1)双样本MR分析的IVW结果显示PLT与发生PAH的风险之间存在正因果关系[(OR=1.649,95CI:1.206-2.256,P=0.0017)],敏感性分析证实了因果关系的稳健性。MR-Egger截距分析未检测到潜在的多效性(P=0.879)。(2)MVMR结果显示,这四个标志物与发生PAH的风险之间无统计学意义的因果关系。调整共线性后,PLT与发生PAH的风险之间存在直接正相关(OR=1.525,95CI:1.063~2.189,P=0.022).
    PLT与PAH风险之间的正相关表明,纠正升高的血小板水平可能会降低发生PAH的风险。
    UNASSIGNED: Recent epidemiological studies have indicated a correlation between platelet indices and pulmonary arterial hypertension (PAH), yet the causality between them remains unclear. To explore the causal relationship between four platelet indices and PAH, with the aim of providing a theoretical basis for clinical prevention and treatment.
    UNASSIGNED: Single-nucleotide polymorphisms (SNPs) associated with platelet-related traits were selected as exposure factors from published genome-wide association studies (GWAS), including: platelet count (PLT), plateletcrit (PCT), mean platelet volume (MPV), and platelet distribution width (PDW). Summary-level data for PAH were obtained from the FinnGen study (248 cases and 289,117 controls). Two-sample and multivariable Mendelian randomization (MR) analyses were conducted to assess the causal relationship between exposure factors and the risk of outcomes. The inverse variance weighted (IVW) method was utilized as the primary MR analysis approach, supplemented by weighted median, mode-based estimation, MR-Egger regression, and the MR Pleiotropy Residual Sum and Outlier (MR-PRESSO) test to detect and adjust for pleiotropy, ensuring the reliability of the results through sensitivity analysis.
    UNASSIGNED: (1) The IVW results from the two-sample MR analysis showed a positive causal association between PLT and the risk of developing PAH [(OR = 1.649, 95%CI: 1.206-2.256, P = 0.0017)], with the sensitivity analysis confirming the robustness of the causal relationship. The MR-Egger intercept analysis did not detect potential pleiotropy (P = 0.879). (2) The MVMR results showed no statistically significant causal relationship between these four markers and the risk of developing PAH. After adjusting for collinearity, a direct positive causal association was observed between PLT and the risk of developing PAH (OR = 1.525, 95%CI: 1.063-2.189, P = 0.022).
    UNASSIGNED: The positive correlation between PLT and the risk of PAH suggests that correcting elevated platelet levels may reduce the risk of developing PAH.
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