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
    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
    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
    背景:由于先前研究的结果相互矛盾,血脂与肌肉减少症之间的关系仍不清楚。
    目的:探讨血脂、包括高密度脂蛋白胆固醇(HDL-C),低密度脂蛋白胆固醇(LDL-C),甘油三酯(TG),和总胆固醇(TC),和肌少症.
    方法:使用多元回归和限制性三次样条(RCSs)分析了来自国家健康和营养调查(NHANES)的数据,以评估血脂和肌肉减少症之间的关联。采用双向孟德尔随机化(MR)来研究与肌肉减少症相关的特征(例如阑尾瘦体重(ALM))的因果关系。手握力,通常的步行速度。
    结果:血清HDL-C和TG水平与ALMBMI呈负相关,每增加1个单位,减少0.13%和1.32%,分别。高架TG,但不是HDL-C,LDL-C,或TC水平,与肌肉减少症的风险增加显著相关(趋势P=0.001)。RCS分析显示TG与肌肉减少症风险之间呈对数型剂量-反应关系(P总体<0.001,P非线性<0.001),截止值为92.75mg/dL。遗传预测HDL-C,LDL-C,TG与ALM相关。相反,ALM与所有四种血清脂质均呈反向因果关系。此外,遗传预测的通常步行速度影响HDL-C和TG水平(P<0.001)。
    结论:该研究揭示了TG水平与肌肉减少症风险之间的非线性关联,脂质分布和肌肉质量之间的双向关联,强调需要进一步研究以阐明这些机制。
    BACKGROUND: The relationship between serum lipids and sarcopenia remains unclear due to conflicting results in previous studies.
    OBJECTIVE: To explore the associations and potential causality between serum lipids, including high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), triglycerides (TG), and total cholesterol (TC), and sarcopenia.
    METHODS: Data from the National Health and Nutrition Examination Survey (NHANES) were analysed using multivariable regression and restricted cubic splines (RCSs) to assess the associations between serum lipids and sarcopenia. Bidirectional Mendelian randomization (MR) was employed to investigate the causal relationships with sarcopenia-related traits such as appendicular lean mass (ALM), hand grip strength, and usual walking pace.
    RESULTS: Serum HDL-C and TG levels were inversely associated with ALMBMI, with each 1-unit increase linked to a 0.13 % and 1.32 % decrease, respectively. Elevated TG, but not HDL-C, LDL-C, or TC levels, was significantly associated with an increased risk of sarcopenia (P for trend = 0.001). RCS analysis revealed a log-shaped dose-response relationship between TG and sarcopenia risk (P overall <0.001, P non-linear <0.001), with a cutoff value of 92.75 mg/dL. Genetically predicted HDL-C, LDL-C, and TG were associated with ALM. Conversely, ALM showed an inverse causal relationship with all four serum lipids. Additionally, genetically predicted usual walking pace influenced HDL-C and TG levels (P < 0.001).
    CONCLUSIONS: The study reveals a nonlinear association between TG levels and sarcopenia risk, and a bidirectional association between lipid profiles and muscle mass, underscoring the need for further research to elucidate these mechanisms.
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  • 文章类型: Journal Article
    背景:现有的流行病学研究表明,空气污染物与精神障碍的发生之间存在相关性。然而,由于传统流行病学研究的局限性,很难估计两者之间的因果关系。在我们的研究中,我们旨在广泛探索五种空气污染物与四种精神障碍之间的因果关系。
    方法:基于IEUOPENGWAS数据库,我们进行了双样本MR分析.使用的主要分析方法是逆方差加权(IVW)方法,辅以MR-Egger法和加权中位数法。此外,我们用Cochran的Q统计方法进行了敏感性分析,留一法,和MR-Egger拦截。我们为四种精神疾病中的每一种选择了至少4个GWAS数据集,并对我们的MR分析结果进行了荟萃分析。
    结果:荟萃分析的发现证明了抑郁症与PM2.5之间的因果关系(OR=1.020,95CI:(1.010,1.030),P=0.001)。PM10和精神分裂症也有因果关系(OR=1.136,95CI:(1.034,1.248),P=0.008)。氮氧化物与双相情感障碍有因果关系(OR=1.002,95CI:(1.000,1.003),P=0.022)。氮氧化物与精神分裂症有很高的因果关系(OR=1.439,95CI:(1.183,1.752),P<0.001)。
    结论:这项研究观察到PM2.5、PM10和氮氧化物浓度升高与抑郁症发生之间存在因果关系,精神分裂症,和双相情感障碍。我们的研究结果对治疗和预防精神障碍具有一定的指导意义。
    BACKGROUND: Existing epidemiological studies have indicated a correlation between air pollutants and the occurrence of mental disorders. However, it is difficult to estimate the causal relationship between the two because of the limitations of traditional epidemiological research. In our study, we aimed to extensively explore the causal relationship between five types of air pollutants and four types of mental disorders.
    METHODS: Based on the IEU OPEN GWAS database, we performed a two-sample MR analysis. The primary analysis method utilized was the inverse variance weighted (IVW) method, supplemented by the MR-Egger method and the weighted median method. Additionally, we conducted sensitivity analyses with the Cochran\'s Q statistic method, the leave-one-out method, and the MR-Egger intercept. We chose at least 4 GWAS datasets for each of the four psychiatric diseases and conducted a meta-analysis of our results of the MR analysis.
    RESULTS: The meta-analysis\'s findings demonstrated a causal link between depression and PM2.5 (OR=1.020, 95 %CI: (1.010,1.030), P=0.001). PM10 and schizophrenia are also causally related (OR=1.136, 95 %CI: (1.034,1.248), P=0.008). Nitrogen oxides and bipolar disorder have a causal relationship (OR=1.002, 95 %CI: (1.000,1.003), P=0.022). Nitrogen oxides and schizophrenia have a high causal association (OR=1.439, 95 %CI: (1.183,1.752), P<0.001).
    CONCLUSIONS: This study observed a causal association between increased concentrations of PM2.5, PM10, and nitrogen oxides and the occurrence of depression, schizophrenia, and bipolar disorder. Our research findings have certain guiding implications for treating and preventing mental disorders.
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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
    背景:各种队列研究的证据表明,抑郁障碍与良性前列腺增生(BPH)之间存在潜在关联,然而,调查结果并不一致。这项研究采用双向双样本孟德尔随机化(MR)分析来探索BPH与重度抑郁症(MDD)之间的因果关系。
    方法:由精神病学基因组学联盟(PGC)提取与MDD强相关的遗传变异作为工具变量。从最近的FinnGen和医学研究委员会-BPH综合流行病学单位联盟中提取了两组与BPH相关的遗传变异,作为发现和复制阶段,分别。双向MR分析采用了逆方差加权等方法,MR-Egger,加权中位数,最大似然,和加权模式。方差逆加权法主要用于评价因果关系。
    结果:发现和复制阶段的MR分析均显示MDD与BPH风险之间存在显着因果关系(发现阶段,比值比(OR)=1.1146,95%CI1.0058-1.2353,P=0.03852;复制阶段,OR:1.0042,95%CI1.0019-1.0065,P=0.0004)。在反向MR分析中未发现BPH与MDD风险之间存在因果关系。
    结论:我们的研究结果强调了MDD与BPH发展风险增加之间的显著关联。需要进一步的研究来阐明抑郁症和BPH之间的潜在机制。
    BACKGROUND: Evidence from various cohort studies indicate a potential association between depressive disorder and benign prostatic hyperplasia (BPH), yet findings are inconsistent. This study employs bidirectional two-sample Mendelian randomisation (MR) analysis to explore the causal relationship between BPH and major depressive disorder (MDD).
    METHODS: Genetic variants strongly associated with MDD were extracted as instrumental variables conducted by the Psychiatric Genomics Consortium (PGC). Two sets of genetic variants associated with BPH were extracted from the recent FinnGen and Medical Research Council-Integrative Epidemiology Unit Consortium of BPH as the discovery and replication stages, respectively. Bidirectional MR analysis employed methods such as inverse variance weighted, MR-Egger, weighted median, maximum likelihood, and weighted mode. The inverse variance weighted method was primarily used to evaluate the causal relationship.
    RESULTS: MR analysis in both the discovery and replication stages showed a significant causal relationship between MDD and the risk of BPH (discovery stages, odds ratio (OR) = 1.1146, 95% CI 1.0058-1.2353, P = 0.03852; replication stage, OR: 1.0042, 95% CI 1.0019-1.0065, P = 0.0004). No causal relationship was found between BPH and MDD risk in the reverse MR analysis.
    CONCLUSIONS: Our findings highlight a significant association between MDD and an increased risk of BPH development. Further investigation is needed to elucidate the underlying mechanisms linking depression and BPH.
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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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  • 文章类型: Journal Article
    中央视网膜动脉阻塞(CRAO)是一种以视网膜中央动脉突然阻塞为特征的医学病症,导致严重且通常不可逆转的视力丧失。观察性研究表明,糖尿病是CRAO的危险因素;然而,没有关于糖尿病之间因果关系的研究,尤其是2型糖尿病,还有CRAO.本研究旨在进行孟德尔随机化(MR)分析,以阐明2型糖尿病与CRAO之间的因果关系。
    从两个不同的数据集中选择与2型糖尿病相关的遗传变异。最近使用FinnGen数据库进行的CRAO全基因组关联研究被用作结果数据。进行了两个样本的MR以评估2型糖尿病与CRAO之间的因果关系。方差反向加权是主要方法,和MR-Egger,最大似然,和中位数加权作为补充方法。进行多变量MR(MVMR)分析以进一步评估结果的稳健性。Cochran的Q测试,MR-Egger截距测试,和MR-PRESSO全局检验用于敏感性分析。
    遗传预测的2型糖尿病与CRAO有因果关系(比值比[OR]=2.108,95%置信区间[CI]:1.221-3.638,P=7.423×10-3),这与验证数据集的结果一致(OR=1.398,95CI:1.015-1.925,P=0.040).MVMR分析提示2型糖尿病可能是CRAO的独立危险因素(校正OR=1.696;95CI=1.150-2.500;P=7.655×10-3),这是由验证数据集假设的(调整后的OR=1.356;95CI=1.015-1.812;P=0.039)。
    我们的结果表明,在欧洲人群中,遗传预测的2型糖尿病可能与CRAO有因果关系。这表明预防和控制2型糖尿病可以降低CRAO的风险。
    UNASSIGNED: Central retinal artery occlusion (CRAO) is a medical condition characterized by sudden blockage of the central retinal artery, which leads to a significant and often irreversible loss of vision. Observational studies have indicated that diabetes mellitus is a risk factor for CRAO; however, there is no research on the causal relationship between diabetes mellitus, particularly type 2 diabetes, and CRAO. This study aimed to perform Mendelian randomization (MR) analysis to clarify the causal relationship between type 2 diabetes and CRAO.
    UNASSIGNED: Genetic variants associated with type 2 diabetes were selected from two different datasets. A recent genome-wide association study of CRAO conducted using the FinnGen database was used as the outcome data. A two-sample MR was performed to evaluate the causal relationship between type 2 diabetes and CRAO. Inverse variance weighting was the primary method, and MR-Egger, maximum likelihood, and median weighting were used as complementary methods. A multivariate MR (MVMR) analysis was performed to further evaluate the robustness of the results. Cochran\'s Q test, MR-Egger intercept test, and MR-PRESSO global test were used for the sensitivity analyses.
    UNASSIGNED: Genetically predicted type 2 diabetes was causally associated with CRAO(odds ratio [OR] =2.108, 95% confidence interval [CI]: 1.221-3.638, P=7.423×10-3), which was consistent with the results from the validation dataset (OR=1.398, 95%CI: 1.015-1.925, P=0.040). The MVMR analysis suggested that type 2 diabetes may be an independent risk factor for CRAO (adjusted OR=1.696; 95%CI=1.150-2.500; P=7.655×10-3), which was assumed by the validation dataset (adjusted OR=1.356; 95%CI=1.015-1.812; P=0.039).
    UNASSIGNED: Our results show that genetically predicted type 2 diabetes may be causally associated with CRAO in European populations. This suggests that preventing and controlling type 2 diabetes may reduce the risk of CRAO.
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