Mendelian randomization study

孟德尔随机化研究
  • 文章类型: Journal Article
    背景:先前的队列研究表明脑小血管病(cSVD)与“无法解释的头晕”之间存在关联。这种联系的因果关系仍然不确定,但这将具有重要的临床意义,考虑到大量患者出现无法解释的头晕是很大的。我们旨在使用孟德尔随机化方法研究cSVD相关表型对无法解释的头晕的因果影响。
    方法:每种cSVD相关表型的遗传仪器-白质高强度(WMH)体积,腔隙中风(LS),血管周围空间(PVS),和脑微出血(CMBs)-以及无法解释的头晕是通过大规模全基因组关联研究鉴定。我们进行了2个样本孟德尔随机化分析。选择随机效应逆方差加权(IVW)方法进行初步分析。对于敏感性分析,我们采用了加权中位数,MR-Egger,MR多效性残差和异常值(MR-PRESSO),并采用留一法分析方法进行敏感性分析。
    结果:我们成功地确定了WMH体积对无法解释的头晕的显着因果关系(优势比[95%CI],1.12[1.01-1.23])。然而,我们无法检测到其他cSVD相关表型对无法解释的头晕的任何显著因果效应,LS的比值比[95%CI]为1.03[0.98-1.09],0.75[0.55-1.02]对于白质PVS,1.02[0.68-1.52]对于基底神经节PVS,0.80[0.43-1.51]对于海马PVS,0.95[0.90-1.00]对于大叶CMB,混合CMBs分别为0.97[0.92-1.01]。敏感性分析的结果与主要分析的结果基本一致。
    结论:这项MR研究支持WMH之间的因果关系,与cSVD相关的表型,以及无法解释的头晕的风险,但不支持其他cSVD相关表型与无法解释的头晕之间的这种关系。这些发现需要通过随机对照试验进一步验证,更大的队列研究,和基于更广泛GWAS的MR研究。
    BACKGROUND: Previous cohort studies have suggested an association between cerebral small vessel disease (cSVD) and \"unexplained dizziness\". The causality of this link remains uncertain, but it would be of significant clinical importance, considering the substantial number of patients presenting with unexplained dizziness is large. We aimed to investigate the causal effect of cSVD-related phenotypes on unexplained dizziness using a Mendelian randomization approach.
    METHODS: Genetic instruments for each cSVD-related phenotype - white matter hyperintensity (WMH) volume, lacunar stroke (LS), perivascular spaces (PVS), and cerebral microbleeds (CMBs) - as well as unexplained dizziness were identified through large-scale genome-wide association studies. We conducted 2-sample Mendelian randomization analyses. The random-effects inverse-variance weighted (IVW) method was chosen for the primary analysis. For sensitivity analyses, we employed the weighted-median, MR-Egger, MR pleiotropy residual sum and outlier (MR-PRESSO), and leave-one-out analysis methods were implemented for the sensitivity analyses.
    RESULTS: We successfully identified a significant causal effect of WMH volume on unexplained dizziness (odds ratio [95% CI], 1.12 [1.01-1.23]). However, we were unable to detect any significant causal effects of the other cSVD-related phenotypes on unexplained dizziness, with odds ratios [95% CI] of 1.03 [0.98-1.09] for LS, 0.75 [0.55-1.02] for white matter PVS, 1.02 [0.68-1.52] for basal ganglia PVS, 0.80 [0.43-1.51] for hippocampal PVS, 0.95 [0.90-1.00] for lobar CMBs, and 0.97 [0.92-1.01] for mixed CMBs respectively. The results from the sensitivity analyses were generally consistent with those of the primary analyses.
    CONCLUSIONS: This MR study supports a causal relationship between WMH, a phenotype associated with cSVD, and the risk of unexplained dizziness, but does not support such a relationship between other cSVD-related phenotypes and unexplained dizziness. These findings require further validation through randomized controlled trials, larger cohort studies, and MR studies based on more extensive GWASs.
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  • 文章类型: Journal Article
    目的:以前的研究已经调查了糖尿病药物与甲状腺癌之间的关联,但是结果还没有定论。这项研究使用孟德尔随机方法来调查糖尿病药物与甲状腺癌(TC)之间的因果关系。
    方法:暴露是六种主要的糖尿病药物目标,虽然结果是TC及其不同的形式,包括甲状腺乳头状癌(PTC)和甲状腺滤泡癌(FTC)。使用IVW进行孟德尔随机化,MR-Egger,和加权中位数方法。异质性测试,水平多效性,还进行了一次留空。
    结果:在欧洲人群中,SGLT2抑制剂与TC(OR0.051,95%CI0.006-0.465,P=0.0082)和PTC(OR0.034,95%CI0.003-0.411,P=0.0079)呈显著负相关,而与FTC无相关性。即使在应用Bonferroni校正后,这些发现仍然保持一致。
    结论:证据表明SGLT2抑制剂可能是TC的潜在治疗靶点,尤其是PTC,在欧洲人口中。然而,需要进一步的大规模随机对照试验来验证它们降低这些类型癌症风险和治疗这些癌症的能力.
    OBJECTIVE: Previous studies have investigated the association between diabetes medications and thyroid cancer, but the results have not been conclusive. This study used a Mendelian randomization approach to investigate the causal relationship between diabetes medications and thyroid cancer (TC).
    METHODS: Exposures were six major diabetes medications target, while outcomes were TC and its differentiated forms, including papillary thyroid carcinoma (PTC) and follicular thyroid carcinoma (FTC). Mendelian randomization was conducted using IVW, MR-Egger, and weighted median methods. Tests for heterogeneity, horizontal pleiotropy, and leave-one-out were also performed.
    RESULTS: In European populations, SGLT2 inhibitors were significantly negatively associated with TC (OR 0.051, 95% CI 0.006-0.465, P = 0.0082) as well as PTC (OR 0.034, 95% CI 0.003-0.411, P = 0.0079), while no correlation was found with FTC. These findings remained consistent even after applying the Bonferroni correction.
    CONCLUSIONS: The evidence suggests that SGLT2 inhibitors could be potential therapeutic targets for TC, especially for PTC, in European populations. However, further large-scale randomized controlled trials are necessary to verify their ability to reduce the risk of and treat these types of cancer.
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  • 文章类型: Journal Article
    背景:心血管,呼吸,神经系统疾病的发病率和死亡率都很高,但是空气污染和这些疾病之间的因果关系仍然存在争议。
    方法:我们使用孟德尔随机化(MR)进行了大规模的全基因组关联(GWAS)研究,以调查诸如二氧化氮(NO2)之类的空气污染之间的关联。氮氧化物(NOX),直径<2.5μm的颗粒物(PM2.5),直径<10μm的颗粒物(PM10)和心血管,呼吸,神经系统疾病,包括急性心肌梗塞,心力衰竭,哮喘,慢性阻塞性肺疾病(COPD),肺炎,中风和帕金森病。这项研究包括337199例急性心肌梗死患者,178,726例心力衰竭患者,463,010名哮喘患者,462,933例COPD患者,486,484例肺炎患者,484,598例中风患者,和482,730名帕金森病患者。所有的遗传工具都是从GWAS鉴定的。使用MR分析研究了环境污染与这些疾病的关联效应,具有异质性的敏感性分析,多效性测试,和离开一次测试。
    结果:我们的MR分析显示NOX与COPD和卒中的发展之间存在关联(赔率比(OR)=1.010,95%置信区间(CI):1.000〜1.020,P=0.046;OR=1.017,95CI:1.003-1.031,P=0.019),PM2.5与哮喘发病之间的关系,COPD与卒中(OR=1.013,95CI:1.003~1.024,P=0.011;OR=1.010,95CI:1.000~1.019,P=0.035;OR=1.019,95CI:1.004~1.033,P=0.012)。在其他空气污染暴露与疾病之间没有发现显着关联。留一法敏感性分析显示结果稳定。
    结论:这项研究阐明了空气污染与心血管疾病之间的关系,呼吸,神经系统疾病,为环境污染防治和人口健康监测提供有价值的证据,并为后续调查空气污染与疾病之间的关联提供了明确的方向和证据。
    BACKGROUND: Cardiovascular, respiratory, and nervous system diseases have high morbidity and mortality rates, but the causal relationship between air pollution and these diseases remains controversial.
    METHODS: We conducted a large-scale genome-wide association (GWAS) study using Mendelian randomization (MR) to investigate the association between air pollution like Nitrogen dioxide (NO2), Nitrogen oxides (NOX), Particulate matter with diameter<2.5μm (PM2.5), Particulate matter with diameter<10μm (PM10) and cardiovascular, respiratory, and nervous system diseases, including acute myocardial infarction, heart failure, asthma, chronic obstructive pulmonary disease (COPD), pneumonia, stroke and Parkinson\'s disease. This study included 337,199 patients with acute myocardial infarction, 178,726 patients with heart failure, 463,010 patients with asthma, 462,933 patients with COPD, 486,484 patients with pneumonia, 484,598 patients with stroke, and 482,730 patients with Parkinson\'s disease. All genetic tools were identified from GWAS. The association effects of environmental pollution and these diseases were investigated using MR analysis, sensitivity analysis with heterogeneity, pleiotropy test, and leave-one-out test.
    RESULTS: Our MR analysis showed the association between NOX and the development of COPD and stroke (Odds ratio (OR)=1.010, 95 % Confidence interval (CI): 1.000~1.020, P=0.046; OR=1.017, 95 %CI:1.003-1.031, P=0.019), the association between PM2.5 and the development of asthma, COPD and stroke (OR=1.013, 95 %CI:1.003-1.024, P=0.011; OR=1.010, 95 %CI:1.000-1.019, P=0.035; OR=1.019, 95 %CI:1.004-1.033, P=0.012). No significant associations were found between the rest of the air pollution exposures and diseases. Leave-one-out sensitivity analysis showed stable results.
    CONCLUSIONS: The study clarifies the relationship between air pollution and cardiovascular, respiratory, and nervous system diseases, providing valuable evidence for environmental pollution prevention and population health monitoring, and provides a clear direction and evidence for the subsequent investigation of the association between air pollution and diseases.
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  • 文章类型: Journal Article
    背景:先前的观察性研究表明虚弱与关节炎之间存在复杂的关联。
    目的:探讨虚弱指数与常见关节炎发病风险之间的遗传因果关系。
    方法:我们进行了大规模孟德尔随机化(MR)分析,以评估英国生物库(UKB)中虚弱指数与常见关节炎风险的关联,还有FinnGen生物库.关于脆弱的全基因组关联统计摘要,由脆弱指数定义,和常见的关节炎,包括类风湿性关节炎(RA),骨关节炎(OA),银屑病关节炎(PSA),强直性脊柱炎(AS)。逆方差权重(IVW)方法作为主要的MR分析。还进行了异质性测试和敏感性分析。
    结果:我们的结果表明虚弱指数与OA风险增加之间存在遗传关联,UKB中的比值比(OR)IVW为1.03(95%置信区间[CI]:1.01-1.05;P=0.007),FinnGen的ORIVW为1.55(95%CI:1.16-2.07;P=0.003)。对于RA,UKB和FinnGen的ORIVW分别为1.03(1.01-1.05,P=0.006)和4.57(1.35-96.49;P=0.025)。对于PSA,虚弱指数与PSA相关(ORIVW=4.22(1.21-14.67),P=0.023)在FinnGen中,不在UKB中(P>0.05)。然而,虚弱指数与AS无相关性(P>0.05)。这些结果在敏感性评估中保持一致。
    结论:这项研究证明了一个潜在的因果关系,即虚弱指数的遗传倾向与关节炎的风险有关,尤其是RA,OA,PSA,不是,而是as。我们的发现丰富了该主题的现有知识体系。
    BACKGROUND: Previous observational studies indicated a complex association between frailty and arthritis.
    OBJECTIVE: To investigate the genetic causal relationship between the frailty index and the risk of common arthritis.
    METHODS: We performed a large-scale Mendelian randomization (MR) analysis to assess frailty index associations with the risk of common arthritis in the UK Biobank (UKB), and the FinnGen Biobank. Summary genome-wide association statistics for frailty, as defined by the frailty index, and common arthritis including rheumatoid arthritis (RA), osteoarthritis (OA), psoriatic arthritis (PSA), and ankylosing spondylitis (AS). The inverse-variance weight (IVW) method served as the primary MR analysis. Heterogeneity testing and sensitivity analysis were also conducted.
    RESULTS: Our results denoted a genetic association between the frailty index with an increased risk of OA, the odds ratio (OR)IVW in the UKB was 1.03 (95% confidence interval [CI]: 1.01-1.05; P = 0.007), and ORIVW was 1.55 (95% CI: 1.16-2.07; P = 0.003) in the FinnGen. For RA, the ORIVW from UKB and FinnGen were 1.03 (1.01-1.05, P = 0.006) and 4.57 (1.35-96.49; P = 0.025) respectively. For PSA, the frailty index was associated with PSA (ORIVW = 4.22 (1.21-14.67), P = 0.023) in FinnGen, not in UKB (P > 0.05). However, no association was found between frailty index and AS (P > 0.05). These results remained consistent across sensitivity assessments.
    CONCLUSIONS: This study demonstrated a potential causal relationship that genetic predisposition to frailty index was associated with the risk of arthritis, especially RA, OA, and PSA, not but AS. Our findings enrich the existing body of knowledge on the subject matter.
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  • 文章类型: Journal Article
    目的:氧化应激与特应性皮炎(AD)密切相关,增加抗氧化剂的摄入量可能会降低其症状的风险或减轻其症状。然而,这个论点是有争议的。因此,我们进行了孟德尔随机化(MR)分析,以探讨膳食抗氧化剂维生素摄入量与AD之间的因果关系.
    方法:我们应用MR分析来检查膳食抗氧化剂维生素摄入量(维生素C,维生素E,胡萝卜素,和视黄醇)和AD。抗氧化维生素摄入和AD的全基因组关联研究(GWAS)汇总数据来自IEUOpenGWAS数据库和英国生物库。我们的研究由两大部分组成,MR分析以检测暴露与结果之间的因果关系,和敏感性分析作为补充证据,验证结果的稳健性。
    结果:结果显示维生素E摄入量与AD之间存在因果关系(p=0.038,OR95%CI=0.745-0.992)。然而,其他三种维生素(维生素C,胡萝卜素,和视黄醇)和AD(p=0.507,OR95%CI=0.826-1.099)(p=0.890,OR95%CI=0.864-1.184)(p=0.492,OR95%CI=0.893-1.264)。在敏感性分析中,没有发现单核苷酸多态性(SNP)具有异质性和多效性(p>0.05)。
    结论:分析表明,饮食中摄入维生素E可能会降低AD的风险。相反,摄入维生素C,视黄醇,胡萝卜素与AD无因果关系。虽然摄入维生素E可以预防AD,摄入膳食抗氧化维生素来预防或治疗AD是不必要的。
    OBJECTIVE: Oxidative stress is strongly associated with atopic dermatitis (AD), and increased antioxidant intake could potentially reduce the risk of or alleviate its symptoms. However, the argument is disputed. Therefore, we conducted a Mendelian randomization (MR) analysis to explore the causal relationship between dietary antioxidant vitamin intake and AD.
    METHODS: We applied MR analysis to examine the causative association between dietary antioxidant vitamin intake (vitamin C, vitamin E, carotene, and retinol) and AD. The genome-wide association study (GWAS) summary data for antioxidant vitamins intake and AD were obtained from the IEU OpenGWAS database and the UK biobank. Our study consisted of two major parts, MR analysis to detect the causal relationship between exposure and outcome, and sensitivity analysis as supplemental evidence to verify the robustness of the results.
    RESULTS: The results revealed a suggestive causal relationship between vitamin E intake and AD (p = 0.038, OR 95% CI = 0.745-0.992). However, there was no causal relationship between the other three vitamins (vitamin C, carotene, and retinol) and AD (p = 0.507, OR 95% CI = 0.826-1.099) (p = 0.890, OR 95% CI = 0.864-1.184) (p = 0.492, OR 95% CI = 0.893-1.264). None of the single nucleotide polymorphisms (SNPs) were detected as heterogeneous and pleiotropy in the sensitivity analysis (p > 0.05).
    CONCLUSIONS: The analysis suggested that dietary intake of vitamin E may potentially lower the risk of AD. Conversely, intake of vitamin C, retinol, and carotene is not causally related to AD. Although vitamin E intake could be protective against AD, intake of dietary antioxidant vitamins to prevent or treat AD is not necessary.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)是痴呆的主要原因,以β淀粉样蛋白(Aβ)和过度磷酸化的tau蛋白的积累为特征,导致神经炎症和神经元损伤。免疫系统在AD发病机制中的作用日益得到认可,通过使用孟德尔随机化(MR)方法,促使人们探索免疫细胞与AD之间的因果关系。
    利用来自欧洲队列的全基因组关联研究(GWAS)数据,我们进行了一项MR研究,以探讨免疫细胞表型与AD之间的因果关系.我们选择了与全基因组意义阈值的免疫细胞性状相关的单核苷酸多态性(SNP),并应用了各种MR方法,包括艾格先生,加权中位数,和逆方差加权分析,评估731种免疫表型与AD之间的因果关系。
    我们的MR分析确定了15种与AD发病机制有显著因果关系的免疫细胞类型。值得注意的是,CD28-CD4-CD8-T细胞的绝对计数和B细胞上HLA-DR的表达与抗AD的保护作用有关,而其他13种免疫表型被鉴定为导致该疾病的危险因素。AD对免疫表型性状的因果效应主要是阴性的,这意味着AD可能会损害免疫细胞的功能。通过独立数据集进行验证,例如FinnGen和GCST90027158,证实了6种特异性免疫细胞与AD之间的因果关系。
    这项全面的MR研究阐明了不同免疫表型性状与AD之间复杂的因果关系网络,为AD的免疫发病机制提供新的见解。研究结果表明,潜在的免疫靶标可以用于早期诊断,疾病监测,和治疗干预。
    UNASSIGNED: Alzheimer\'s disease (AD) is a leading cause of dementia, characterized by the accumulation of amyloid-beta (Aβ) and hyperphosphorylated tau proteins, leading to neuroinflammation and neuronal damage. The role of the immune system in AD pathogenesis is increasingly recognized, prompting an exploration of the causal relationship between immune cells and AD by using Mendelian randomization (MR) approaches.
    UNASSIGNED: Utilizing genome-wide association study (GWAS) data from European cohorts, we conducted an MR study to investigate the causal links between immune cell phenotypes and AD. We selected single nucleotide polymorphisms (SNPs) associated with immune cell traits at a genome-wide significance threshold and applied various MR methods, including MR Egger, Weighted median, and inverse variance weighted analysis, to assess the causality between 731 immune phenotypes and AD.
    UNASSIGNED: Our MR analysis identified 15 immune cell types with significant causal relationships to AD pathogenesis. Notably, the absolute count of CD28-CD4-CD8- T cells and the expression of HLA DR on B cells were linked to a protective effect against AD, while 13 other immune phenotypes were identified as contributing to the risk factors for the disease. The causal effects of AD on immunophenotypic traits are predominantly negative, implying that AD may impair the functionality of immune cells. Validation through independent datasets, such as FinnGen and GCST90027158, confirmed the causal association between six specific immune cells and AD.
    UNASSIGNED: This comprehensive MR study elucidates the intricate network of causal relationships between diverse immunophenotypic traits and AD, providing novel insights into the immunopathogenesis of AD. The findings suggest potential immunological targets that could be leveraged for early diagnosis, disease monitoring, and therapeutic intervention.
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  • 文章类型: Journal Article
    通过孟德尔随机化(MR)确定生活方式行为和体脂分布对糖尿病微血管并发症的因果关系。
    遗传变异与生活方式行为显著相关,腹部肥胖,从英国生物银行(UKB)和FinnGen中提取了全身性肥胖和糖尿病微血管并发症.逆方差加权(IVW)方法被认为是主要方法。主要结果以每标准差(SD)增加的比值比(OR)表示,并进行了一系列敏感性分析,以验证结果的稳定性。
    吸烟与糖尿病视网膜病变的发生呈正相关(OR=1.16;95CI:1.04-1.30;p=0.01)。所有代表腹部肥胖的指标都与糖尿病微血管并发症有统计学意义的因果关系。关于广泛性肥胖,体重指数(BMI)与糖尿病肾病之间存在显着因果关系(OR=1.92;95CI:1.58-2.33;p<0.001),糖尿病视网膜病变(OR=1.27;95CI:1.15-1.40;p<0.001),和糖尿病神经病变(OR=2.60;95CI:1.95-3.45;p<0.001)。其他指标包括腿部脂肪量(左),和手臂脂肪量(左)也与糖尿病微血管并发症有显著的正因果关系。
    我们的研究结果表明,吸烟与糖尿病视网膜病变的发生具有遗传因果关系,而不是糖尿病肾病和糖尿病神经病变。此外,腹型肥胖和全身型肥胖都是糖尿病微血管并发症的危险因素.要注意,以腰围(WC)为代表的腹部肥胖是最重要的危险因素。
    UNASSIGNED: To determine the causal correlations of lifestyle behaviours and body fat distribution on diabetic microvascular complications through a Mendelian Randomization (MR).
    UNASSIGNED: Genetic variants significantly associated with lifestyle behaviours, abdominal obesity, generalized obesity and diabetic microvascular complications were extracted from the UK Biobank (UKB) and FinnGen. The inverse variance weighted (IVW) method was regarded as the primary method. The main results were presented in odds ratio (OR) per standard deviation (SD) increase, and a series of sensitivity analyses were also conducted to validate the stability of the results.
    UNASSIGNED: There was a positive causal correlation between smoking and the development of diabetic retinopathy (OR = 1.16; 95%CI: 1.04-1.30; p = 0.01). All of the indicators representing abdominal obesity had a statistically significant causal association with diabetic microvascular complications. Concerning generalized obesity, there were significant causal associations of body mass index (BMI) on diabetic nephropathy (OR = 1.92; 95%CI: 1.58-2.33; p < 0.001), diabetic retinopathy (OR = 1.27; 95%CI: 1.15-1.40; p < 0.001), and diabetic neuropathy (OR = 2.60; 95%CI: 1.95-3.45; p < 0.001). Other indicators including leg fat mass (left), and arm fat mass (left) also had a significant positive causality with diabetic microvascular complications.
    UNASSIGNED: Our findings suggested that smoking has a genetically causal association with the development of diabetic retinopathy rather than diabetic nephropathy and diabetic neuropathy. In addition, both abdominal obesity and generalized obesity are risk factors for diabetic microvascular complications. To note, abdominal obesity represented by waist circumference (WC) is the most significant risk factor.
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  • 文章类型: Journal Article
    观察性研究表明ACE2(血管紧张素转换酶2)与肺癌之间存在联系。然而,如果混杂变量干扰链接,则不明显。因此,我们旨在明确ACE2与肺癌风险之间的关系.
    为了开发遗传工具,我们使用统计学显著的标准选择了与ACE2基本相关的SNP.然后从肺癌GWAS数据集中获取相关的SNP用于另外的研究。之后,我们采用双样本孟德尔随机化(MR)来确定ACE2是否与患肺癌的风险有因果关系.为了调查因果关系的方向,我们还进行了反向MR分析.
    根据我们的发现,有强有力的证据表明ACE2与患肺癌的机率降低有关(比值比:0.94;95%置信区间:0.90-0.98;P=0.0016).IVW方法,主要的MR分析,在任何分析中都没有受到异质性的影响,根据Cochrane的Q检验(PCochrane'sQ=0.207)。MR-Egger截距(P截距=0.622)在任何研究中均未显示水平多效性。MR-PRESSO全局检验未检测到异常SNP(P全局检验=0.191)。进行了留一法分析,结果显示结果稳定。通过反向MR分析得出肺癌和ACE2之间的非重要因果关系估计。
    MR调查显示ACE2与患肺癌的风险之间存在显著的因果关系。这些发现可能会对旨在降低肺癌发病率的公共卫生措施产生影响。
    UNASSIGNED: Observational studies suggest a connection between ACE2 (angiotensin-converting enzyme 2) and lung cancer. However, it\'s not apparent if confounding variables are interfering with the link. Therefore, we aimed to define the relationships between ACE2 and the risk of lung cancer.
    UNASSIGNED: With the aim of developing genetic tools, we selected SNPs substantially associated with ACE2 using a statistically significant criterion. The relevant SNPs were then taken from the lung cancer GWAS dataset for additional research. After that, we used two-sample Mendelian randomization (MR) to ascertain if ACE2 is causally linked to the risk of developing lung cancer. To investigate the causal links\' directions, we also performed a reverse MR analysis.
    UNASSIGNED: According to our findings, there is strong evidence that ACE2 is linked to a decreased chance of developing lung cancer (odds ratio: 0.94; 95% confidence interval: 0.90-0.98; P = 0.0016). The IVW method, the major MR analysis, was not impacted by heterogeneity in any of the analyses, according to Cochrane\'s Q test ( P Cochran e \' sQ = 0.207). The MR-Egger intercept (P intercept = 0.622) showed no indication of horizontal pleiotropy in any of the investigations. Outlier SNPs were not detected by the MR-PRESSO global test (P globaltest = 0.191). The leave-one-out analysis was performed, and the results showed a steady outcome. Nonsignificant causal estimates between lung cancer and ACE2 were produced by reverse MR analysis.
    UNASSIGNED: MR investigation revealed a significant causal link between ACE2 and the risk of getting lung cancer. These findings may have implications for public health measures aimed at reducing the incidence of lung cancer.
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  • 文章类型: Journal Article
    目的:观察性研究表明慢性牙周炎(CP)与慢性阻塞性肺疾病(COPD)之间存在关联。本研究旨在确定CP和COPD发病率之间是否存在因果关系。
    方法:使用来自欧洲血统的两项全基因组关联研究(GWAS)的汇总统计数据进行双样本孟德尔随机化(MR)分析。从FinnGen数据库获得与COPD相关的单核苷酸多态性(SNPs),其中包括16,380,382个SNP。COPD的诊断基于全球慢性阻塞性肺疾病倡议(GOLD2023)。我们还从FinnGen数据库获得了与CP相关的SNP,其中包括16,380,378个SNP。
    结果:提取16个合格的SNP分析CP对COPD发病的因果效应。使用逆方差加权法(IVW),CP和COPD之间没有因果关系(OR=0.97,95CI=0.91-1.05;p=0.482)。提取7个合格的SNP分析COPD对CP发病率的因果效应。再一次,使用IVW之间也没有因果关系(OR=1.09,95CI=0.93-1.28;p=0.279).
    结论:我们没有证明基因预测的CP和COPD之间的因果关系,或遗传预测的COPD和CP之间。
    OBJECTIVE: Observational studies have suggested an association between chronic periodontitis (CP) and chronic obstructive pulmonary disease (COPD). This study aimed to determine whether there is a causal relationship between CP and COPD incidence.
    METHODS: Two‑sample Mendelian Randomization (MR) analysis using summary statistics from two genome‑wide association studies (GWASs) of European ancestry. Single nucleotide polymorphisms (SNPs) associated with COPD were obtained from the FinnGen database, which included 16,380,382 SNPs. The diagnosis of COPD was based on the Global Initiative for Chronic Obstructive Lung Disease (GOLD 2023). We also obtained SNPs associated with CP from the FinnGen database, which included 16,380,378 SNPs.
    RESULTS: Sixteen eligible SNPs were extracted to analyze the causal effect of CP on COPD incidence. There was no causal correlation between CP and COPD using the inverse variance-weighted method (IVW) (OR=0.97, 95%CI= 0.91-1.05; p=0.482). Seven eligible SNPs were extracted to analyze the causal effect of COPD on CP incidence. Again, there was also no causal correlation between using IVW (OR=1.09, 95%CI=0.93-1.28; p=0.279).
    CONCLUSIONS: We did not demonstrate a causal relationship between genetically predicted CP and COPD, or between genetically predicted COPD and CP.
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  • 文章类型: Journal Article
    银屑病是临床上常见的自身免疫性疾病,和以前的观察性研究表明,PPARG激动剂如吡格列酮可能是潜在的治疗药物.然而,由于各种混杂因素的干扰,不同的观测研究没有得出统一的结论。我们旨在通过药物靶向孟德尔随机化(MR)分析,从新的角度评估PPARG激动剂治疗银屑病的潜在用途。
    这项研究包括来自GWAS的8,876名急性心肌梗死患者的数据,和低密度脂蛋白胆固醇数据来自343,621欧洲人。FinnGen提供了403,972名个体的寻常型银屑病数据。DrugBank10数据库的功能是识别编码脂质修饰靶标的活性成分靶向的蛋白质产物的基因。双样本MR分析和基于汇总数据的MR(SMR)分析估计了药物靶基因的表达与寻常型银屑病症状之间的关联。进一步进行多变量MR研究以检查观察到的关联是否是直接关联。
    SMR分析显示,血液中PPARG基因表达增强(相当于一个标准差的增加)是寻常型银屑病的保护因素(β=-0.2017,se=0.0723,p=0.0053)。此外,PPARG介导的LDL与寻常型银屑病结局之间存在MR相关性(β=-3.9169,se=0.5676,p=5.17E-12).这些结果表明,PPARG是银屑病的治疗靶点,提示银屑病可能是PPARG激动剂的潜在指征。
    本研究证实PPARG的治疗性激活有助于抑制银屑病的发展。银屑病可能是PPARG激动剂的新适应症,比如吡格列酮。在未来,可以开发针对PPARG的新的抗银屑病药物。
    UNASSIGNED: Psoriasis is a common autoimmune disease in clinical practice, and previous observational studies have suggested that PPARG agonists such as Pioglitazone may be potential therapeutic agents. However, due to interference from various confounding factors, different observational studies have not reached a unified conclusion. We aim to evaluate the potential use of PPARG agonists for treating psoriasis from a new perspective through drug-targeted Mendelian randomization (MR) analysis.
    UNASSIGNED: This study includes data on 8,876 individuals for acute myocardial infarction from GWAS, and LDL cholesterol data from 343,621 Europeans. FinnGen contributed psoriasis vulgaris data for 403,972 individuals. The DrugBank10 databases function to identify genes encoding protein products targeted by active constituents of lipid-modifying targets. A two-sample MR analysis and summary-data-based MR (SMR) analysis estimated the associations between expressions of drug target genes and symptoms of psoriasis vulgaris. A multivariable MR study was further conducted to examine if the observed association was direct association.
    UNASSIGNED: SMR analysis revealed that enhanced PPARG gene expression in the blood (equivalent to a one standard deviation increase) was a protective factor for psoriasis vulgaris (beta = -0.2017, se = 0.0723, p = 0.0053). Besides, there exists an MR association between LDL mediated by PPARG and psoriasis vulgaris outcomes (beta = -3.9169, se = 0.5676, p = 5.17E-12). These results indicate that PPARG is a therapeutic target for psoriasis, suggesting that psoriasis may be a potential indication for PPARG agonists.
    UNASSIGNED: This study confirms that therapeutic activation of PPARG helps suppress the development of psoriasis. Psoriasis may be a new indication for PPARG agonists, such as Pioglitazone. In the future, new anti-psoriatic drugs could be developed targeting PPARG.
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