Mendelian randomization study

孟德尔随机化研究
  • 文章类型: Journal Article
    IgA肾病(IgAN),一种全球普遍的肾小球肾炎,表现出复杂的发病机制。组织蛋白酶,溶酶体内的半胱氨酸蛋白酶,涉及各种生理和病理过程,包括肾脏疾病。先前的观察性研究表明,组织蛋白酶和IgAN之间存在潜在的联系,然而确切的因果关系尚不清楚.
    我们使用公开可用的遗传数据进行了全面的双向和多变量孟德尔随机化(MR)研究,以系统地探索组织蛋白酶和IgAN之间的因果关系。此外,采用免疫组织化学(IHC)染色和酶联免疫吸附试验(ELISA)评估IgAN患者肾组织和血清中组织蛋白酶的表达水平。我们通过基因集变异分析(GSVA)研究了潜在的机制,基因集富集分析(GSEA),和免疫细胞浸润分析。还进行了分子对接和虚拟筛选以通过药物重新定位来鉴定潜在的候选药物。
    单变量MR分析显示组织蛋白酶S(CTSS)水平升高与IgAN风险升高之间存在显著关联。这通过使用逆方差加权(IVW)方法估计的1.041(95%CI=1.009-1.073,P=0.012)的比值比(OR)得到证明。在多变量MR分析中,即使在调整了其他组织蛋白酶之后,CTSS水平升高继续显示与IgAN风险增加密切相关(IVWP=0.020,OR=1.037,95%CI=1.006~1.069).然而,反向MR分析未确定IgAN与各种组织蛋白酶之间的因果关系.IHC和ELISA结果显示,与对照组相比,IgAN患者的肾组织和血清中CTSS显著过表达,与其他一些原发性肾脏疾病如膜性肾病相比,这种高表达是IgAN特有的,微小病变和局灶节段肾小球硬化。免疫细胞浸润的调查,GSEA,和GSVA强调了CTSS表达在IgAN中观察到的免疫失调中的作用。分子对接和虚拟筛选精确定位甲磺酸Camostat,c-Kit-IN-1和Mocetinostat是靶向CTSS的首选药物。
    CTSS水平升高与IgAN风险增加相关,该酶在IgAN患者血清和肾组织中明显过表达。CTSS可能作为诊断生物标志物,为诊断和治疗IgAN提供了新的途径。
    UNASSIGNED: IgA nephropathy (IgAN), a prevalent form of glomerulonephritis globally, exhibits complex pathogenesis. Cathepsins, cysteine proteases within lysosomes, are implicated in various physiological and pathological processes, including renal conditions. Prior observational studies have suggested a potential link between cathepsins and IgAN, yet the precise causal relationship remains unclear.
    UNASSIGNED: We conducted a comprehensive bidirectional and multivariable Mendelian randomization (MR) study using publicly available genetic data to explore the causal association between cathepsins and IgAN systematically. Additionally, immunohistochemical (IHC) staining and enzyme-linked immunosorbent assay (ELISA) were employed to evaluate cathepsin expression levels in renal tissues and serum of IgAN patients. We investigated the underlying mechanisms via gene set variation analysis (GSVA), gene set enrichment analysis (GSEA), and immune cell infiltration analysis. Molecular docking and virtual screening were also performed to identify potential drug candidates through drug repositioning.
    UNASSIGNED: Univariate MR analyses demonstrated a significant link between increased cathepsin S (CTSS) levels and a heightened risk of IgAN. This was evidenced by an odds ratio (OR) of 1.041 (95% CI=1.009-1.073, P=0.012) as estimated using the inverse variance weighting (IVW) method. In multivariable MR analysis, even after adjusting for other cathepsins, elevated CTSS levels continued to show a strong correlation with an increased risk of IgAN (IVW P=0.020, OR=1.037, 95% CI=1.006-1.069). However, reverse MR analyses did not establish a causal relationship between IgAN and various cathepsins. IHC and ELISA findings revealed significant overexpression of CTSS in both renal tissues and serum of IgAN patients compared to controls, and this high expression was unique to IgAN compared with several other primary kidney diseases such as membranous nephropathy, minimal change disease and focal segmental glomerulosclerosis. Investigations into immune cell infiltration, GSEA, and GSVA highlighted the role of CTSS expression in the immune dysregulation observed in IgAN. Molecular docking and virtual screening pinpointed Camostat mesylate, c-Kit-IN-1, and Mocetinostat as the top drug candidates for targeting CTSS.
    UNASSIGNED: Elevated CTSS levels are associated with an increased risk of IgAN, and this enzyme is notably overexpressed in IgAN patients\' serum and renal tissues. CTSS could potentially act as a diagnostic biomarker, providing new avenues for diagnosing and treating IgAN.
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  • 文章类型: Journal Article
    背景:尽管观察性研究表明白癜风与风湿性疾病之间存在相关性,仍然缺乏支持因果关系的确凿证据。因此,本研究旨在探讨白癜风与风湿性疾病之间潜在的因果关系。
    方法:使用全基因组关联研究,我们进行了双样本孟德尔随机化(MR)分析.在我们的分析中,主要采用随机效应逆方差加权(IVW)方法,随后进行了几次敏感性分析,其中包括异质性,水平多效性,异常值,和“留一法”分析。
    结果:基因预测的白癜风与类风湿关节炎(RA)的风险增加有关(OR,1.47;95%置信区间[CI],1.29-1.68;p<0.001),和系统性红斑狼疮(SLE)(OR,1.22;95%CI,1.06-1.39;p=0.005)。因果关系得到敏感性分析的支持。在干燥综合征和强直性脊柱炎中,研究中未发现与白癜风的因果关系.
    结论:我们的MR结果支持白癜风导致RA和SLE风险较高的因果效应。白癜风患者应警惕RA和SLE的潜在发展。管理和解决这一潜力需要定期监测。
    BACKGROUND: Although observational studies have suggested a correlation between vitiligo and rheumatic diseases, conclusive evidence supporting a causal relationship is still lacking. Therefore, this study aims to explore the potential causal relationship between vitiligo and rheumatic diseases.
    METHODS: Using genome-wide association studies, we performed a two-sample Mendelian randomization (MR) analysis. In our analysis, the random-effects inverse variance weighted (IVW) method was predominantly employed, followed by several sensitivity analyses, which include heterogeneity, horizontal pleiotropy, outliers, and \"leave-one-out\" analyses.
    RESULTS: The genetically predicted vitiligo was associated with an increased risk of rheumatoid arthritis (RA) (OR, 1.47; 95% confidence interval [CI], 1.29-1.68; p < 0.001), and systemic lupus erythematosus (SLE) (OR, 1.22; 95% CI, 1.06-1.39; p = 0.005). The causal associations were supported by sensitivity analyses. In Sjögren\'s syndrome and ankylosing spondylitis, no causal relationship with vitiligo was found in the study.
    CONCLUSIONS: Our MR results support the causal effect that vitiligo leads to a higher risk of RA and SLE. Individuals with vitiligo should be vigilant for the potential development of RA and SLE. Managing and addressing this potential requires regular monitoring.
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  • 文章类型: Journal Article
    糖尿病(DM)可能通过机制促进癫痫的发生,比如炎症,免疫失衡,和脑血管损伤,代谢异常引起的.然而,糖尿病和血糖(BG)对癫痫风险影响的证据有限.在这里,本研究采用孟德尔随机化(MR)方法探讨DM和BG相关指标与癫痫的潜在因果关系.
    在这项双样本MR研究中,关于暴露的全基因组关联研究(GWAS)的汇总统计数据,包括1型糖尿病(T1DM),T2DM,空腹血糖,和糖化血红蛋白(HbAlc),是从MRC综合流行病学单元(MRC-IEU)中提取的。关于研究结果的GWAS数据,包括癫痫,局灶性癫痫,和全身性癫痫,是从FinnGen财团获得的。MR-Egger回归用于检查工具变量(IVs)的水平多向性,Cochran的Q统计量被用来量化异质性。MR分析方法包括逆方差加权(IVW)检验,加权中位数,和MR-Egger用于研究DM和BG相关指标与癫痫之间的因果关系。评价指标为比值比(ORs)和95%置信区间(CIs)。还进行了反向因果关联分析。此外,IVW-径向和留一检验用于敏感性分析。
    IVW估计表明,T1DM与癫痫(OR=1.057,95%CI:1.031-1.084)和全身性癫痫(OR=1.066,95%CI:1.018-1.116)有潜在的因果关系。未发现T1DM与癫痫或全身性癫痫的反向因果关联(均P>0.05)。此外,敏感性分析结果没有发现异常值,这表明T1DM与癫痫和全身性癫痫的相关性相对稳健.
    T1DM患者有发生癫痫的潜在风险,及时治疗和动态监测可能有利于预防此高危人群的癫痫。然而,DM和BG与癫痫的因果关系可能需要进一步验证.
    UNASSIGNED: Diabetes mellitus (DM) may promote the occurrence of epilepsy through mechanisms, such as inflammation, immune imbalance, and cerebrovascular injury, caused by metabolic abnormalities. However, evidence for the effects of DM and blood glucose (BG) on the risk of epilepsy is limited. Herein, this study used the Mendelian randomization (MR) method to investigate the potential causal associations of DM and BG-related indexes with epilepsy.
    UNASSIGNED: In this two-sample MR study, summary statistics data of the genome-wide association studies (GWASs) on exposures, including type 1 diabetes mellitus (T1DM), T2DM, fasting glucose, and glycated hemoglobin (HbAlc), were extracted from the MRC-Integrative Epidemiology Unit (MRC-IEU). The GWAS data on study outcomes, including epilepsy, focal epilepsy, and generalized epilepsy, were obtained from the FinnGen consortium. MR-Egger regression was used to examine horizontal pleiotropism of instrumental variables (IVs), and Cochran\'s Q statistics was used to quantify the heterogeneity. MR analysis methods including inverse variance weighted (IVW) tests, weighted median, and MR-Egger were utilized to investigate the causal associations between DM and BG-related indexes with epilepsy. The evaluation indexes were odds ratios (ORs) and 95% confidence intervals (CIs). Reverse causal association analyses were also performed. In addition, IVW-radial and leave-one-out tests were utilized for sensitivity analyses.
    UNASSIGNED: IVW estimates suggested that T1DM has potential causal associations with epilepsy (OR = 1.057, 95% CI: 1.031-1.084) and generalized epilepsy (OR = 1.066, 95% CI: 1.018-1.116). No significant reverse causal associations of T1DM with epilepsy or generalized epilepsy were found (all P > 0.05). In addition, sensitivity analysis results identified no outlier, indicating that the associations of T1DM with epilepsy and generalized epilepsy were relatively robust.
    UNASSIGNED: Patients with T1DM had a potential risk of developing epilepsy, and prompt treatment of DM and dynamic monitoring may be beneficial to prevent epilepsy in this high-risk population. However, the causal associations of DM and BG with epilepsy may warrant further verification.
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  • 文章类型: Journal Article
    一些观察性研究表明,听力损失患者患帕金森病(PD)的风险可能更高,但两者的因果关系尚不清楚。使用孟德尔随机化(MR)方法,本研究旨在探讨听力损失与PD风险之间的因果关系.
    我们在全基因组关联研究(GWAS)中鉴定了与听力损失(P值<5E-08)相关的单核苷酸多态性(SNP),包括来自英国生物库的323,978人。发现组中PD的汇总数据来自对33,647例和449,056名欧洲血统健康参与者的GWAS荟萃分析。使用上述PD(N=33,647)和听力损失(N=323,978)的GWAS汇总数据,我们进行了双样本MR研究.作为验证组,使用了两项独立的PDGWAS研究.在主要MR分析中使用了方差反加权(IVW)。为了我们的发现可靠,用Cochran的Q检验进行了进一步的分析,MR-Egger截获,和遗漏分析。此外,我们使用IVW方法评估了各种形式的听力损失与PD之间的因果关系.
    使用与听力损失相关的具有全基因组意义的22个SNP作为辅助因子。在发现数据集中,我们未能检测到听力损失和PD之间的因果关系(OR=1.297;95%CI=0.420-4.007;P值=0.651).其他方法的结果与IVW方法一致。在敏感性分析下,结果是稳健的。此外,上述发现在两个验证性PD数据集中得到证实.此外,四种不同类型听力损失的遗传预测与PD(传导性听力损失,IVW:OR=1.058,95CI=0.988-1.133,P值=0.108;突发性特发性听力损失,IVW:OR=0.936,95CI=0.863-1.016,P值=0.113;混合性传导性和感觉神经性听力损失,IVW:OR=0.963,95CI=0.878-1.058,P值=0.436;感觉神经性听力损失,IVW:OR=1.050,95CI=0.948-1.161,P值=0.354)。
    在欧洲遗产中,我们的调查显示,听力损失和PD风险之间没有因果关系.
    UNASSIGNED: A few observational studies have indicated that Parkinson\'s disease (PD) risk may be higher in those with hearing loss, but the two\'s causal relationship is yet unknown. Using Mendelian randomization (MR) methods, this study sought to explore the causal link between hearing loss and the risk of PD.
    UNASSIGNED: We identified single nucleotide polymorphisms (SNPs) linked to hearing loss (P-value<5E-08) in a genome-wide association study (GWAS) included 323,978 people from the UK Biobank. The summary data for PD in the discovery group came from a GWAS meta-analysis of 33,647 cases and 449,056 healthy participants of European descent. Using summary data from the aforementioned GWAS of PD (N = 33,647) and hearing loss (N = 323,978), we carried out a two-sample MR study. As validation groups, two separate PD GWAS studies were used. Inverse variance weighting (IVW) was utilized in the principal MR analysis. For our findings to be reliable, further analyses were carried out with the Cochran\'s Q test, MR-Egger intercept, and leave-one-out analysis. In addition, we assessed the causal link between various forms of hearing loss and PD using the IVW approach.
    UNASSIGNED: Twenty-two SNPs with genome-wide significance linked to hearing loss were used as instrumental factors. In the discovery dataset, we failed to detect a causal relationship between hearing loss and PD (OR = 1.297; 95 % CI = 0.420-4.007; P-value = 0.651). The findings of other methods agreed with the IVW method. The results were robust under sensitivity analyses. Furthermore, the above findings were confirmed in two validation PD datasets. Additionally, no causal correlation was found between genetic prediction of four different types of hearing loss and PD (conductive hearing loss, IVW: OR = 1.058, 95%CI = 0.988-1.133, P-value = 0.108; sudden idiopathic hearing loss, IVW: OR = 0.936, 95%CI = 0.863-1.016, P-value = 0.113; mixed conductive and sensorineural hearing loss, IVW: OR = 0.963, 95%CI = 0.878-1.058, P-value = 0.436; sensorineural hearing loss, IVW: OR = 1.050, 95%CI = 0.948-1.161, P-value = 0.354).
    UNASSIGNED: In those of European heritage, our investigation revealed no causal link between hearing loss and PD risk.
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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
    免疫系统在甲状腺癌(THCA)的发展和治疗中起着重要作用。然而,免疫细胞与THCA的相关性尚未得到系统研究。
    这项研究使用了两个样本的孟德尔随机化(MR)研究,以确定免疫细胞特征与THCA之间的因果关系。基于大量公开的遗传数据样本,我们探讨了731种免疫细胞特征与THCA风险之间的因果关系.将731种免疫表型分为7组,包括B细胞面板(n=190),cDC面板(n=64),T细胞组的成熟期(n=79),单核细胞面板(n=43),髓系细胞组(n=64),TBNK面板(n=124),和Treg面板(n=167)。对结果的敏感性进行了分析,并排除异质性和水平多效性。
    FDR校正后,免疫表型对THCA的影响无统计学意义。值得一提的是,然而,有一些未经调整的低P值表型。单核细胞CD62L对THCA风险的比值比(OR)为0.953(95%CI=0.930~0.976,P=1.005×10-4),ThCA风险的Treg%CD4的静息估计为0.975(95%CI=0.961-0.989,P=7.984×10-4)。此外,THCA与以下5种免疫表型的风险降低相关:CD39上的CD25+Treg上的CD4(OR=0.871,95%CI=0.812~0.935,P=1.274×10-4),活化的TregAC(OR=0.884,95%CI=0.820~0.953,P=0.001),激活和静息Treg%CD4Treg(OR=0.872,95CI=0.811〜0.937,P=2.109×10-4),CD28-CD25+CD8brAC(OR=0.867,95%CI=0.809~0.930,P=6.09×10-5),CD28-CD127-CD25++CD8brAC(OR=0.875,95CI=0.814~0.942,P=3.619×10-4)。THCA与IgD+CD24+分泌Treg%CD4Treg(OR=1.143,95%CI=1.064~1.229,P=2.779×10-4)和CD19的风险增加相关(OR=1.118,95%CI=1.041~1.120,P=0.002)。
    这些发现表明了免疫细胞与THCA之间通过遗传手段的因果关系。我们的研究结果可能为未来的临床研究提供指导。
    UNASSIGNED: The immune system plays an important role in the development and treatment of thyroid cancer(THCA).However, the correlation between immune cells and THCA has not been systematically studied.
    UNASSIGNED: This study used a two-sample Mendelian randomization (MR) study to determine the causal relationship between immune cell characteristics and THCA. Based on a large sample of publicly available genetic data, we explored the causal relationship between 731 immune cell characteristics and THCA risk. The 731 immunophenotypes were divided into 7 groups, including B cell panel(n=190),cDC panel(n=64),Maturation stages of T cell panel(n=79),Monocyte panel(n=43),Myeloid cell panel(n=64),TBNK panel(n=124),and Treg panel(n=167). The sensitivity of the results was analyzed, and heterogeneity and horizontal pleiotropy were excluded.
    UNASSIGNED: After FDR correction, the effect of immunophenotype on THCA was not statistically significant. It is worth mentioning, however, that there are some unadjusted low P-values phenotypes. The odds ratio (OR) of CD62L on monocyte on THCA risk was estimated to be 0.953 (95% CI=0.930~0.976, P=1.005×10-4),and which was estimated to be 0.975(95% CI=0.961-0.989, P=7.984×10-4) for Resting Treg%CD4 on THCA risk. Furthermore, THCA was associated with a reduced risk of 5 immunophenotype:CD25 on CD39+ CD4 on Treg (OR=0.871, 95% CI=0.812~0.935, P=1.274×10-4), activated Treg AC (OR=0.884, 95% CI=0.820~0.953, P=0.001), activated & resting Treg % CD4 Treg (OR=0.872, 95%CI=0.811~0.937,P=2.109×10-4),CD28- CD25++ CD8br AC(OR=0.867,95% CI=0.809~0.930,P=6.09×10-5),CD28-CD127-CD25++CD8brAC(OR=0.875,95%CI=0.814~0.942,P=3.619×10-4).THCA was associated with an increased risk of Secreting Treg % CD4 Treg (OR=1.143, 95% CI=1.064~1.229, P=2.779×10-4) and CD19 on IgD+ CD24+ (OR=1.118, 95% CI=1.041~1.120, P=0.002).
    UNASSIGNED: These findings suggest the causal associations between immune cells and THCA by genetic means. Our results may have the potential to provide guidance for future clinical research.
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  • 文章类型: Journal Article
    我们使用两个不同的遗传工具变量进行了孟德尔随机化(MR)调查,以阐明初潮年龄(AAM)与不同乳腺癌(BC)亚型发病率之间的因果关系。除了一级亲属中BC的发病率。
    我们汇总了来自代表同质群体队列的各种联盟的AAM和BC的统计数据。MR分析采用逆方差加权(IVW)方法作为主要方法,辅以加权中位数和MR-Egger回归技术进行详尽评估。为了评估多效性的存在,我们应用了MR-Egger截距检验,MR-PRESSO,和留一法敏感性分析。
    排除混杂SNP后,AAM增加1个标准差与BC的发病率呈负相关.(比值比[OR]0.896,95%置信区间[CI]0.831-0.968)/(OR0.998,95%CI0.996-0.999)和雌激素受体阳性(ER+)BC发生率(OR0.895,95%CI0.814-0.983)。它还与降低母体BC发生率(OR0.995,95%CI0.990-0.999)和同胞BC发生率(OR0.997,95%CI0.994-0.999)的风险有关。AAM与雌激素受体阴性(ER-)BC发生率之间没有显着关联(OR0.936,95%CI0.845-1.037)。
    我们的研究证实了先证者AAM延迟与BC风险降低之间的因果关系,以及他们的母体祖先和兄弟姐妹。此外,分析提示AAM对Luminal-a/b亚型BC的发病风险有相当大的潜在因果影响.
    UNASSIGNED: We executed a Mendelian randomization (MR) investigation employing two distinct cohorts of genetic instrumental variables to elucidate the causal nexus between age at menarche (AAM) and the incidence of disparate breast cancer (BC) subtypes, in addition to the incidence of BC among first-degree kin.
    UNASSIGNED: We aggregated statistical data pertaining to AAM and BC from various consortia representing a homogenous population cohort. MR analysis was conducted employing inverse variance weighted (IVW) methodology as the principal approach, complemented by weighted median and MR-Egger regression techniques for an exhaustive evaluation. To evaluate the presence of pleiotropy, we applied the MR-Egger intercept test, MR-PRESSO, and leave-one-out sensitivity analysis.
    UNASSIGNED: Upon exclusion of confounding SNP, an increment of one standard deviation in AAM was inversely correlated with the incidence of BC. (odds ratio [OR] 0.896, 95% confidence interval [CI] 0.831-0.968)/(OR 0.998, 95% CI 0.996-0.999) and estrogen receptor-positive (ER+) BC incidence (OR 0.895, 95% CI 0.814-0.983). It was also associated with reducing the risk of maternal BC incidence (OR 0.995, 95% CI 0.990-0.999) and sibling BC incidence (OR 0.997, 95% CI 0.994-0.999). No significant association was found between AAM and estrogen receptor-negative (ER-) BC incidence (OR 0.936, 95% CI 0.845-1.037).
    UNASSIGNED: Our study substantiated the causal relationship between a delayed AAM and a diminished risk of BC in probands, as well as in their maternal progenitors and siblings. Furthermore, the analysis suggests that AAM exerts a considerable potential causal influence on the risk of developing Luminal-a/b subtype of BC.
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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。
    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.
    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).
    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.
    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
    膀胱癌通常在老年患者中被诊断出,因为它在出现之前一直无症状。目前用于膀胱癌的检测方法由于其高侵袭性和低敏感性而不能被认为是适当的筛查策略。然而,对于非浸润性膀胱癌检查的高敏感性和特异性目标仍存在不确定性.我们的研究旨在探讨膀胱癌中可行的非侵入性筛查生物标志物。这里,我们使用scRNA-seq探索膀胱癌发生的关键生物学过程.然后,我们利用双向孟德尔随机化(MR)分析来探索尿液中ATP相关代谢物与膀胱癌之间的双向因果关系。最后,我们使用BBN诱导的膀胱癌小鼠模型来验证通过scRNA-seq和MR分析鉴定的关键基因。我们发现(1)ATP代谢过程在膀胱癌的发展中起着至关重要的作用;(2)尿液中果糖与蔗糖的比例与膀胱癌的风险之间存在双向和负的因果关系;(3)果糖代谢途径中的关键基因TPI1的高表达,在BBN诱导的膀胱肿瘤中得到验证。我们的结果表明,果糖与蔗糖的比例可以作为膀胱癌尿液分析的潜在目标。
    Bladder cancer usually has been diagnosed in elderly patients as it stays asymptomatic until it presents. Current detection methods for bladder cancer cannot be considered as an adequate screening strategy due to their high invasiveness and low sensitivity. However, there remains uncertainty about targets with high sensitivity and specificity for non-invasive bladder cancer examination. Our study aims to investigate the actionable non-invasive screening biomarkers in bladder cancer. Here, we employed scRNA-seq to explore the crucial biological processes for bladder cancer development. We then utilized bidirectional Mendelian randomization (MR) analysis to explore the bidirectional causal relationship between ATP-associated metabolites in urine and bladder cancer. Lastly, we used a BBN-induced mouse model of bladder cancer to validate the crucial gene identified by scRNA-seq and MR analysis. We found that (1) the ATP metabolism process plays a critical role in bladder cancer development; (2) there is a bidirectional and negative causal relationship between fructose-to-sucrose ratio in urine and the risk of bladder cancer; and (3) the higher expression of TPI1, a critical gene in the fructose metabolism pathway, was validated in BBN-induced bladder tumors. Our results reveal that fructose-to-sucrose ratio can serve as a potential target of urinalysis in bladder cancer.
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  • 文章类型: Journal Article
    背景:糖尿病胃肠道疾病的发病率呈逐年上升趋势。本研究旨在探讨抗糖尿病药物与胃肠道疾病之间的因果关系,目的是降低糖尿病相关胃肠道疾病的发生率,并探索抗糖尿病药物的潜在用途。
    方法:我们采用双样本孟德尔随机化(TSMR)设计来研究抗糖尿病药物与胃肠道疾病之间的因果关系,包括胃食管反流病(GERD),胃溃疡(GU),慢性胃炎,急性胃炎,幽门螺杆菌感染,胃癌(GC),功能性消化不良(FD),肠易激综合征(IBS),溃疡性结肠炎(UC),克罗恩病(CD),憩室病,结直肠癌(CRC)。为了确定抗糖尿病药物靶点的潜在抑制剂,我们收集了与二甲双胍相关的单核苷酸多态性(SNPs),GLP-1受体激动剂,SGLT2抑制剂,DPP-4抑制剂,胰岛素,和它的类似物,噻唑烷二酮,磺酰脲类,和α-葡萄糖苷酶抑制剂来自已发表的全基因组关联研究统计数据。然后,我们使用方差逆加权(IVW)作为主要分析方法进行了药物靶向孟德尔随机化(MR)分析,以评估这些抑制剂对胃肠道疾病的影响。此外,选择糖尿病作为阳性对照.
    结果:发现磺脲类药物显着降低CD的风险(IVW:OR[95%CI]=0.986[0.978,0.995],p=1.99×10-3),GERD(IVW:或[95%CI]=0.649[0.452,0.932],p=1.90×10-2),和慢性胃炎(IVW:OR[95%CI]=0.991[0.982,0.999],p=4.50×10-2)。然而,它们与GU发展的风险增加相关(IVW:OR[95CI]=20.761[1.259,6.057],p=10.12×10-2)。
    结论:结果表明,磺脲类药物对预防CD具有积极作用,GERD,和慢性胃炎,但对胃溃疡的发展有负面影响。然而,我们的研究没有发现二甲双胍影响的因果证据,GLP-1激动剂,SGLT2抑制剂,DPP4抑制剂,胰岛素及其类似物,噻唑烷二酮,或对胃肠道疾病的α-葡萄糖苷酶抑制剂。
    BACKGROUND: The incidence of diabetic gastrointestinal diseases is increasing year by year. This study aimed to investigate the causal relationship between antidiabetic medications and gastrointestinal disorders, with the goal of reducing the incidence of diabetes-related gastrointestinal diseases and exploring the potential repurposing of antidiabetic drugs.
    METHODS: We employed a two-sample Mendelian randomization (TSMR) design to investigate the causal association between antidiabetic medications and gastrointestinal disorders, including gastroesophageal reflux disease (GERD), gastric ulcer (GU), chronic gastritis, acute gastritis, Helicobacter pylori infection, gastric cancer (GC), functional dyspepsia (FD), irritable bowel syndrome (IBS), ulcerative colitis (UC), Crohn\'s disease (CD), diverticulosis, and colorectal cancer (CRC). To identify potential inhibitors of antidiabetic drug targets, we collected single-nucleotide polymorphisms (SNPs) associated with metformin, GLP-1 receptor agonists, SGLT2 inhibitors, DPP-4 inhibitors, insulin, and its analogs, thiazolidinediones, sulfonylureas, and alpha-glucosidase inhibitors from published genome-wide association study statistics. We then conducted a drug-target Mendelian randomization (MR) analysis using inverse variance weighting (IVW) as the primary analytical method to assess the impact of these inhibitors on gastrointestinal disorders. Additionally, diabetes was selected as a positive control.
    RESULTS: Sulfonylureas were found to significantly reduce the risk of CD (IVW: OR [95% CI] = 0.986 [0.978, 0.995], p = 1.99 × 10- 3), GERD (IVW: OR [95% CI] = 0.649 [0.452, 0.932], p = 1.90 × 10- 2), and chronic gastritis (IVW: OR [95% CI] = 0.991 [0.982, 0.999], p = 4.50 × 10- 2). However, they were associated with an increased risk of GU development (IVW: OR [95%CI] = 2 0.761 [1.259, 6.057], p = 1 0.12 × 10- 2).
    CONCLUSIONS: The results indicated that sulfonylureas had a positive effect on the prevention of CD, GERD, and chronic gastritis but a negative effect on the development of gastric ulcers. However, our research found no causal evidence for the impact of metformin, GLP-1 agonists, SGLT2 inhibitors, DPP 4 inhibitors, insulin and its analogs, thiazolidinediones, or alpha-glucosidase inhibitors on gastrointestinal diseases.
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