Causal effect

因果效应
  • 文章类型: Journal Article
    背景:哮喘与上呼吸道疾病和过敏性疾病相关;然而,因果关系需要进一步研究。因此,我们进行了两个样本孟德尔随机(MR)分析,以探索和测量哮喘对过敏性鼻炎(AR)的因果关系,血管运动性鼻炎(VMR),过敏性结膜炎(AC),特应性皮炎(AD),过敏性荨麻疹(AU)。
    方法:哮喘的数据,AR,VMR,AC,AD,和AU是从最近总结的大规模全基因组关联研究中获得的。我们将满足MR假设的单核苷酸多态性定义为工具变量。随机效应下的逆方差加权(IVW)方法被用作因果估计的主导方法。加权中位数法,MR-Egger回归分析,MR多效性残差和异常值测试,和留一法敏感性分析作为敏感性分析.使用MR-Egger回归分析测量水平多效性。对复制和荟萃分析尝试了显著的因果效应。
    结果:我们发现哮喘对AR有因果关系(IVW,优势比[OR]=1.93;95%置信区间[CI],1.74-2.14;p<0.001),VMR(IVW,OR=1.40;95%CI,1.15-1.71;p<0.001),交流(IVW,OR=1.65;95%CI,1.49-1.82;p<0.001),和AD(IVW,OR=2.13;95%CI,1.82-2.49;p<0.001)。未观察到哮喘对AU的因果效应。灵敏度分析进一步确保了这些结果的鲁棒性。复制阶段的评估和荟萃分析进一步证实了哮喘对AR的因果关系(IVWOR=1.81,95%CI1.62-2.02,p<0.001),AC(IVWOR=1.44,95%CI1.11-1.87,p<0.001),和AD(IVWOR=1.85,95%CI1.42-2.41,p<0.001)。
    结论:我们揭示并量化了哮喘对AR的因果影响,VMR,AC,和AD。这些发现可以为哮喘对上呼吸道疾病和过敏性疾病的影响提供有力的因果证据,表明哮喘的治疗应该是AR的预防和治疗策略,VMR,AC,和AD。
    BACKGROUND: Asthma is associated with upper airway diseases and allergic diseases; however, the causal effects need to be investigated further. Thus, we performed this two-sample Mendelian randomization (MR) analysis to explore and measure the causal effects of asthma on allergic rhinitis (AR), vasomotor rhinitis (VMR), allergic conjunctivitis (AC), atopic dermatitis (AD), and allergic urticaria (AU).
    METHODS: The data for asthma, AR, VMR, AC, AD, and AU were obtained from large-scale genome-wide association studies summarized recently. We defined single-nucleotide polymorphisms satisfying the MR assumptions as instrumental variables. Inverse-variance weighted (IVW) approach under random-effects was applied as the dominant method for causal estimation. The weighted median approach, MR-Egger regression analysis, MR pleiotropy residual sum and outlier test, and leave-one-out sensitivity analysis were performed as sensitivity analysis. Horizontal pleiotropy was measured using MR-Egger regression analysis. Significant causal effects were attempted for replication and meta-analysis.
    RESULTS: We revealed that asthma had causal effects on AR (IVW, odds ratio [OR] = 1.93; 95% confidence interval [CI], 1.74-2.14; p < 0.001), VMR (IVW, OR = 1.40; 95% CI, 1.15-1.71; p < 0.001), AC (IVW, OR = 1.65; 95% CI, 1.49-1.82; p < 0.001), and AD (IVW, OR = 2.13; 95% CI, 1.82-2.49; p < 0.001). No causal effect of asthma on AU was observed. Sensitivity analysis further assured the robustness of these results. The evaluation of the replication stage and meta-analysis further confirmed the causal effect of asthma on AR (IVW OR = 1.81, 95% CI 1.62-2.02, p < 0.001), AC (IVW OR = 1.44, 95% CI 1.11-1.87, p < 0.001), and AD (IVW OR = 1.85, 95% CI 1.42-2.41, p < 0.001).
    CONCLUSIONS: We revealed and quantified the causal effects of asthma on AR, VMR, AC, and AD. These findings can provide powerful causal evidence of asthma on upper airway diseases and allergic diseases, suggesting that the treatment of asthma should be a preventive and therapeutic strategy for AR, VMR, AC, and AD.
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  • 文章类型: Journal Article
    类风湿性关节炎(RA)是一种常见的自身免疫性疾病,一些观察性研究表明胃食管反流病(GERD)与RA之间存在关联。然而,两者之间的因果关系仍然不确定。我们使用孟德尔随机化(MR)来评估GERD和RA之间的因果关系。使用来自大规模全基因组关联研究的合并数据进行两个样本孟德尔随机化分析。此外,我们进行了多变量MR分析,以排除GERD和RA之间的混杂因素,包括吸烟量,饮酒频率,BMI,抑郁症,和教育程度。GERD对RA的MR结果表明GERD对RA的遗传易感性有因果关系(发现数据集,IVW,优势比[OR]=1.41,95%置信区间[CI]1.22-1.63,p=2.81×10-6;验证数据集,IVW,OR=1.38,95%CI1.23-1.55,P=1.76×10-8)。多变量MR分析也支持该结果。但是反向MR分析的结果并没有揭示有说服力的证据表明RA可以增加发展为GERD的风险。我们的双向双样本孟德尔随机化分析和多变量MR分析为GERD对RA的因果效应提供了支持。这一发现可以为RA的预防和治疗提供新的见解。
    Rheumatoid arthritis (RA) is a common autoimmune disease, and some observational studies have indicated an association between Gastroesophageal Reflux Disease (GERD) and RA. However, the causal relationship between the two remains uncertain. We used Mendelian randomization (MR) to assess the causal relationship between GERD and RA. Two-sample Mendelian randomization analysis was performed using pooled data from large-scale genome-wide association studies. In addition, we performed multivariate MR analyses to exclude confounding factors between GERD and RA, including smoking quantity, drinking frequency, BMI, depression, and education attainment. The MR results for GERD on RA suggested a causal effect of the genetic susceptibility of GERD on RA (discovery dataset, IVW, odds ratio [OR] = 1.41, 95% confidence interval [CI] 1.22-1.63, p = 2.81 × 10-6; validation dataset, IVW, OR = 1.38, 95% CI 1.23-1.55, P = 1.76 × 10-8). Multivariate MR analysis also supports this result. But the results of the reverse MR analysis did not reveal compelling evidence that RA can increase the risk of developing GERD. Our bidirectional Two-Sample Mendelian randomization analysis and multivariate MR analysis provide support for the causal effect of GERD on RA. This discovery could offer new insights for the prevention and treatment of RA.
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  • 文章类型: Journal Article
    背景:先前的观察性研究报道了循环炎性细胞因子与脑小血管病(CSVD)之间的相关性。然而,这种关联的因果关系是不确定的。这项研究使用孟德尔随机化来研究循环炎性细胞因子对CSVD神经影像学变化的因果关系。
    方法:本研究利用来自全基因组关联研究的41种炎性细胞因子和3种CSVD神经影像学标志物的遗传变异来评估双样本孟德尔随机化方法中的因果效应。以方差加权分析为主要分析方法,并采用敏感性分析进一步验证了结果的稳健性。
    结果:IL-18增加与白质高强度(WMH)和平均弥散率(MD)增加相关(β=0.034,95%CI0.002,0.065,P=0.038,β=0.157,95%CI0.015,0.299,P=0.030)。然而,IL-18升高与各向异性分数(FA)降低相关(β=-0.141,95%CI-0.279,-0.002,P=0.047).单核细胞趋化蛋白-1(MCP-1)升高与FA降低相关(β=-0.278,95%CI-0.502,-0.054,P=0.015)。IL-10水平和IL-2ra水平升高与MD风险降低相关(β=-0.228,95%CI-0.448,-0.009,p=0.041;β=-0.204,95%CI=-0.377,-0.031,p=0.021)。
    结论:这项研究表明,IL-18和MCP-1水平升高与白质微结构损伤有关,IL-10和IL-2ra水平升高与MD降低相关。
    BACKGROUND: Previous observational studies have reported the correlation between circulating inflammatory cytokines and cerebral small vessel disease (CSVD). However, the causality of this association is uncertain. This study used Mendelian randomization to investigate the causal effect of circulating inflammatory cytokines on neuroimaging changes in CSVD.
    METHODS: This study utilized genetic variances of 41 inflammatory cytokines and 3 neuroimaging markers of CSVD from genome-wide association studies to assess the causal effects in a two-sample Mendelian randomization approach. Inverse variance weighted analysis was used as the main analytical method, and sensitivity analysis was used to further validate the robustness of the results.
    RESULTS: Increased IL-18 was associated with increased white matter hyperintensity (WMH) and mean diffusivity (MD) (β = 0.034, 95 % CI 0.002, 0.065, P=0.038, β = 0.157, 95 % CI 0.015, 0.299, P=0.030). However, increased IL-18 was associated with decreased fractional anisotropy (FA) (β = -0.141, 95 % CI -0.279, -0.002, P=0.047). Increased monocyte chemotactic protein-1(MCP-1) was associated with decreased FA (β = -0.278, 95 % CI -0.502, -0.054, P=0.015). Increased IL-10 levels and IL-2ra levels were associated with decreased risks of MD (β = -0.228, 95 % CI -0.448, -0.009, p = 0.041; β = -0.204, 95 % CI=-0.377, -0.031, p = 0.021).
    CONCLUSIONS: This study revealed that increased levels of IL-18 and MCP-1 were associated with white matter microstructural injury, and increased levels of IL-10 and IL-2ra were associated with decreased MD.
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  • 文章类型: Journal Article
    观察性研究表明,原发性硬化性胆管炎(PSC)的免疫失调主要涉及肠道来源的免疫细胞。然而,外周血免疫细胞与PSC之间的因果关系仍未得到充分理解.
    进行了双向双样本孟德尔随机化(MR)分析,以确定PBC和731免疫细胞之间的因果效应。所有数据集均从公开可用的遗传数据库中提取。选择标准方差逆加权(IVW)方法作为因果关系分析的主要方法。进行Cochran的Q统计和MR-Egger截距以评估异质性和多效性。
    在正向MR分析中,CD62L+髓样DC(OR=1.136,95%CI=1.032-1.250,p=0.009)和CD62L-髓样DCAC(OR=1.267,95%CI=1.086-1.477,p=0.003)上CD11c的表达率与较高的PSC风险相关。CD28对静息调节性T细胞(Treg)(OR=0.724,95%CI=0.630-0.833,p<0.001)和CD3对分泌Treg(OR=0.893,95%CI=0.823-0.969,p=0.007)的增加与PSC的风险呈负相关。在反向MR分析中,PSC被鉴定为对EMCD8+T细胞AC具有遗传因果效应,CD8+T细胞AC,CD28-CD127-CD25++CD8+T细胞AC,CD28-CD25++CD8+T细胞AC,CD28-CD8+T细胞/CD8+T细胞,CD28-CD8+T细胞AC,和CD45RA-CD28-CD8+T细胞AC。
    我们的研究表明了PSC和免疫细胞之间因果关系的证据,这可能为将来PSC的诊断和治疗提供潜在的基础。
    UNASSIGNED: Observational studies have indicated that immune dysregulation in primary sclerosing cholangitis (PSC) primarily involves intestinal-derived immune cells. However, the causal relationship between peripheral blood immune cells and PSC remains insufficiently understood.
    UNASSIGNED: A bidirectional two-sample Mendelian randomization (MR) analysis was implemented to determine the causal effect between PBC and 731 immune cells. All datasets were extracted from a publicly available genetic database. The standard inverse variance weighted (IVW) method was selected as the main method for the causality analysis. Cochran\'s Q statistics and MR-Egger intercept were performed to evaluate heterogeneity and pleiotropy.
    UNASSIGNED: In forward MR analysis, the expression ratios of CD11c on CD62L+ myeloid DC (OR = 1.136, 95% CI = 1.032-1.250, p = 0.009) and CD62L-myeloid DC AC (OR = 1.267, 95% CI = 1.086-1.477, p = 0.003) were correlated with a higher risk of PSC. Each one standard deviation increase of CD28 on resting regulatory T cells (Treg) (OR = 0.724, 95% CI = 0.630-0.833, p < 0.001) and CD3 on secreting Treg (OR = 0.893, 95% CI = 0.823-0.969, p = 0.007) negatively associated with the risk of PSC. In reverse MR analysis, PSC was identified with a genetic causal effect on EM CD8+ T cell AC, CD8+ T cell AC, CD28- CD127- CD25++ CD8+ T cell AC, CD28- CD25++ CD8+ T cell AC, CD28- CD8+ T cell/CD8+ T cell, CD28- CD8+ T cell AC, and CD45 RA- CD28- CD8+ T cell AC.
    UNASSIGNED: Our study indicated the evidence of causal effects between PSC and immune cells, which may provide a potential foundation for future diagnosis and treatment of PSC.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    背景:先前的观察性研究表明,免疫介导的炎症性疾病(IMID)与牙周病之间存在双向关联。然而,关于IMID和牙周病的因果作用的证据仍然缺乏。因此,我们进行了一项双向双样本孟德尔随机化(MR)研究,以揭示IMID与牙周病之间的潜在遗传因果效应.
    方法:采用双向双样本MR分析。10个IMID的数据来自FinnGen联盟进行的全基因组关联研究(GWAS)(范围为1023至36321例)和英国生物库(UKB)(范围为150至17574例)。此外,牙周疾病的GWAS数据来自FinnGen协会(87497例),UKB(458例),和基因生活方式相互作用在牙科终点(GLIDE)联盟(17,353例牙周炎)。随后,通过随机效应方差反加权分析因果关系,加权中位数,还有MR-Egger.使用CochraneQ检验进行敏感性分析,漏斗图,和Mr-Egger截距测试,以确保鲁棒性。最终,在不同数据库中进行复制分析和荟萃分析.
    结果:系统性红斑狼疮(SLE)[IVW:OR=1.079(95%CI:1.032-1.128)和P<0.001],干燥综合征[IVW:OR=1.082(95%CI:1.012-1.157)和P=0.022]和甲状腺功能减退[IVW:OR=1.52(95%CI:1.13-2.04)和P=0.005]可能增加牙周病的风险。此外,牙周病可降低SLE[IVW:OR=0.8079(95%CI:0.6764-0.9650),P=0.019]和甲状腺功能亢进[IVW:OR=5.59*10-9(95%CI:1.43*10-15-2.18*10-2),P=0.014]的风险.荟萃分析表明SLE与牙周病风险增加之间存在因果关系:[OR=1.08(95%CI:1.03-1.13),P=0.0009]。没有重要证据表明其他IMID与牙周病之间存在双边因果关系。没有检测到异质性或多效性的显著估计。
    结论:我们的研究证实了IMID与牙周病之间的遗传因果关系,从而揭示了IMID和牙周病潜在的新机制。这一发现有望促进临床医生和口腔医师之间的跨学科合作,以促进适当和精确的筛查。预防,以及IMID和牙周病的早期治疗。
    Previous observational studies have shown a bidirectional association between immune-mediated inflammatory disorders (IMID) and periodontal disease. However, evidence regarding the causal role of IMID and periodontal disease is still lacking. Therefore, we conducted a bidirectional two-sample Mendelian randomization (MR) study to uncover the potential genetic causal effects between IMID and periodontal disease.
    Bidirectional two-sample MR analysis was employed. Data for ten IMIDs were sourced from genome-wide association studies (GWAS) conducted by the FinnGen Consortium (range from 1023 to 36321 cases) and UK Biobank (UKB) (range from 150 to 17574 cases). Furthermore, GWAS data for periodontal disease were obtained from the FinnGen Consortium (87497 cases), UKB (458 cases), and Gene Lifestyle Interactions in Dental Endpoints (GLIDE) consortium (17,353 periodontitis cases). Subsequently, the causal relationships were analyzed by random effects inverse variance weighting, weighted median, and MR-Egger. Sensitivity analyses were performed using the Cochrane Q test, funnel plot, and Mr-Egger intercept test to ensure robustness. Eventually, replication analysis and meta-analysis across different databases were carried out.
    Systemic lupus erythematosus (SLE) [IVW: OR = 1.079 (95% CI: 1.032-1.128) and P < 0.001], Sjogren syndrome [IVW: OR = 1.082 (95% CI: 1.012-1.157) and P = 0.022] and hypothyroidism [IVW: OR = 1.52 (95% CI: 1.13-2.04) and P = 0.005] may increase the risk of periodontal disease. In addition, periodontal disease may reduce the risk of SLE [IVW: OR = 0.8079 (95% CI: 0.6764-0.9650) and P = 0.019] and hyperthyroidism [IVW: OR = 5.59*10-9 (95% CI: 1.43*10-15-2.18*10-2) and P = 0.014]. Meta-analysis indicated a causal correlation between SLE and an increased risk of periodontal disease: [OR = 1.08 (95% CI: 1.03-1.13), P = 0.0009]. No significant evidence suggests bilateral causal relationships between other IMIDs and periodontal disease. No significant estimation of heterogeneity or pleiotropy is detected.
    Our study has confirmed a genetic causal relationship between IMIDs and periodontal disease, thereby unveiling novel potential mechanisms underlying IMIDs and periodontal disease. This discovery is promising in fostering interdisciplinary collaboration between clinicians and stomatologists to facilitate appropriate and precise screening, prevention, and early treatment of IMIDs and periodontal disease.
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  • 文章类型: Journal Article
    背景:孕妇在怀孕期间吸烟会扰乱胎儿肺部发育,并在他们的后代中诱发儿童呼吸道疾病。它是否对后代成人肺部健康产生持续影响,并对慢性呼吸系统疾病(CRDs)产生偶然影响,仍然不确定。我们试图确定出生前后母亲吸烟与后代成人CRDs之间的因果关系,使用来自先前描述的队列的汇总数据。
    方法:孟德尔随机化(MR)研究用于分析出生前后母亲吸烟和后代成人CRDs的全基因组关联,包括呼吸功能不全,慢性阻塞性肺疾病(COPD),相关呼吸功能不全,肺气肿,COPD,COPD住院,COPD的早期发作,COPD的晚期发作,哮喘,特发性肺纤维化(IPF),肺癌(LC),小细胞肺癌(SCLC),肺鳞状细胞癌(LUSC)。
    结果:在去除与后代吸烟相关的单核苷酸多态性(SNPs)后,母亲出生前后吸烟与后代成人呼吸系统疾病风险增加相关(OR=1.14;95%CI:1.013-1.284;p=0.030),呼吸功能不全(OR=2.413;95%CI:1.039-5.603;p=0.040),COPD(OR=1.14;95%CI:1.013-1.284;p=0.003),和哮喘(OR=1.336;95%CI:1.161-1.538;p<0.001)。此外,孕妇在怀孕期间吸烟与LUSC的风险(OR=1.229;95%CI:0.992-1.523;p=0.059)高于IPF的风险(OR=1.001;95%CI:0.999-1.003;p=0.224),LC(OR=1.203;95%CI:0.964-1.501;p=0.103),或SCLC(OR=1.11;95%CI:0.77-1.601;p=0.577)。
    结论:在此MR分析中,母亲在出生时吸烟会导致后代在成年期出现肺部问题和CRDs。应鼓励有关怀孕期间母亲戒烟的政策。
    BACKGROUND: Maternal smoking during pregnancy disturbs fetal lung development, and induces in their offspring childhood respiratory diseases. Whether it has a continued impact on offspring adult lung health and exerts a casual effect of chronic respiratory diseases (CRDs), remains uncertain. We seek to determine the causal relationships between maternal smoking around birth and offspring adult CRDs, using summary data from previously described cohorts.
    METHODS: Mendelian randomization (MR) study was used to analyze the genome-wide associations of maternal smoking around birth and offspring adult CRDs, including respiratory insufficiency, chronic obstructive pulmonary disease (COPD), related respiratory insufficiency, emphysema, COPD, COPD hospital admissions, early onset of COPD, later onset of COPD, asthma, idiopathic pulmonary fibrosis (IPF), lung cancer (LC), small cell lung carcinoma (SCLC), and lung squamous cell carcinoma (LUSC).
    RESULTS: After removing single-nucleotide polymorphisms (SNPs) associated with smoking by the offspring, maternal smoking around birth was associated with increased risk of offspring adult respiratory diseases (OR=1.14; 95% CI: 1.013-1.284; p=0.030), respiratory insufficiency (OR=2.413; 95% CI: 1.039-5.603; p=0.040), COPD (OR=1.14; 95% CI: 1.013-1.284; p=0.003), and asthma (OR=1.336; 95% CI: 1.161-1.538; p<0.001). Besides, maternal smoking during pregnancy was associated with a greater risk of LUSC (OR=1.229; 95% CI: 0.992-1.523; p=0.059) than the risk of IPF (OR=1.001; 95% CI: 0.999-1.003; p=0.224), LC (OR=1.203; 95% CI: 0.964-1.501; p=0.103), or SCLC (OR=1.11; 95% CI: 0.77-1.601; p=0.577).
    CONCLUSIONS: In this MR analysis, maternal smoking around birth caused a strong risk factor for the offspring to develop lung problems and CRDs in adulthood. The policy related to smoking cessation for mothers during pregnancy should be encouraged.
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  • 文章类型: Journal Article
    心力衰竭(HF)是一种具有许多遗传和环境因素的疾病。以前的研究结果表明,免疫表型与HF有关,但是关于因果关系的研究尚无定论。因此,进行孟德尔随机化(MR)分析以确认免疫表型和HF之间的因果关系。提供遗传证据支持免疫细胞因子与HF风险的关联。
    我们根据免疫表型和全因HF的全基因组关联研究(GWAS)结果的数据选择了符合标准的工具变量。使用逆方差加权(IVW)评估731个免疫细胞因子与HF风险之间的因果关系,MR-Egger回归(MR-Egger),和加权中位数(WM)分析方法。要确定水平多效性,异质性,和遗传变异的稳定性,MR-Egger截距测试,Cochran的Q测试,MR-PRESSO,并进行留一法敏感性分析.
    MR主要方法(IVW)分析显示,共有38种免疫细胞相关因素与HF具有显着因果关系。结合三种方法的进一步分析(IVW,MR-Egger和WME)表明,六个暴露因素与心力衰竭显着相关,如下所示。树突状细胞绝对计数的影响,CD62l-CD86+髓样树突状细胞绝对计数,CD62l-CD86+髓样树突状细胞%树突状细胞,CD39+CD8+T细胞%CD8+T细胞,中央记忆CD4+T细胞CD3对心力衰竭呈阳性。然而,对于CD14+CD16+单核细胞%单核细胞观察到相反的作用。
    我们研究了免疫表型与全因HF之间的因果关系。根据结果,树突状细胞绝对计数,CD62l-CD86+髓样树突状细胞绝对计数,CD62l-CD86+髓样树突状细胞%树突状细胞,CD39+CD8+T细胞%CD8+T细胞,CD3对中央记忆CD4+T细胞加重HF,CD14+CD16+单核细胞%降低HF的风险。这些表型可以作为新的生物标志物,为全因HF的预防和治疗提供新的治疗见解。
    UNASSIGNED: Heart failure (HF) is a disease with numerous genetic and environmental factors that affect it. The results of previous studies indicated that immune phenotypes are associated with HF, but there have been inconclusive studies regarding a causal relationship. Therefore, Mendelian randomization (MR) analyses were undertaken to confirm the causal connections between immune phenotypes and HF, providing genetic evidence supporting the association of immune cell factors with HF risk.
    UNASSIGNED: We selected instrumental variables that met the criteria based on data from the results of genome-wide association studies (GWAS) of immune phenotype and all-cause HF. An evaluation of the causal association between 731 immune cell factors and HF risk was carried out using the inverse variance weighted (IVW), MR-Egger regression (MR-Egger), and weighted median (WM) analysis methods. To determine the horizontal pleiotropy, heterogeneity, and stability of the genetic variants, the MR-Egger intercept test, Cochran\'s Q test, MR-PRESSO, and leave-one-out sensitivity analysis were performed.
    UNASSIGNED: MR principal method (IVW) analysis showed that a total of 38 immune cell-related factors were significantly causally associated with HF. Further analyses combining three methods (IVW, MR-Egger and WME) showed that six exposure factors significantly associated with heart failure, as shown below. The effect of Dendritic cell Absolute Count, CD62l- CD86+ myeloid Dendritic cell Absolute Count, CD62l- CD86+ myeloid Dendritic cell% Dendritic cell, CD39+ CD8+ T cell% CD8+ T cell, CD3 on Central Memory CD4+ T cell on heart failure was positive. Whereas, a reverse effect was observed for CD14+ CD16+ monocyte% monocyte.
    UNASSIGNED: We investigated the causal relationship between immune phenotypes and all-cause HF. According to the results, Dendritic cell Absolute Count, CD62l- CD86+ myeloid Dendritic cell Absolute Count, CD62l- CD86+ myeloid Dendritic cell% Dendritic cell, CD39+ CD8+ T cell% CD8+ T cell, CD3 on Central Memory CD4+ T cell aggravate HF, and the risk of HF is decreased by CD14+ CD16+ monocyte% monocyte. These phenotypes may serve as new biomarkers, providing new therapeutic insights for the prevention and treatment of all-cause HF.
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  • 文章类型: Journal Article
    在观察性研究中,血清25-羟基维生素D水平与勃起功能障碍(ED)相关。然而,它们之间是否存在因果关系仍然不确定。
    进行两个样本的孟德尔随机化(MR)分析,以调查血清25-羟基维生素D水平与ED风险之间的因果关系。
    来自496,949名欧洲血统的人的血清25-羟基维生素D水平的全基因组关联研究(GWAS)数据,包括6,896,093个单核苷酸多态性(SNP),被视为MR分析的暴露。其他GWAS数据涉及6,175例欧洲ED病例和217,630例对照中的9,310,196个SNP被用作结果数据。MR-Egger,逆方差加权(IVW)方法,加权中位数,简单模式,并采用加权模式来评估因果效应,其中IVW是主要的MR分析方法。通过异质性测试证实了MR分析结果的稳定性,水平多效性测试,和留一法。
    有103个SNP用作工具变量(p<5×10-8)。MR分析结果表明,血清25(OH)D浓度对ED风险没有因果关系(IVW;OR=0.9516,95%CI=0.7994至1.1328,p=0.5772)。统计模型中没有异质性和多效性。
    目前的MR研究不支持基因预测的血清25-羟基维生素D浓度与欧洲血统个体ED风险的因果关系。
    UNASSIGNED: Serum 25-hydroxyvitamin D level is associated with erectile dysfunction (ED) in observational studies. However, whether there is a causal association between them remains uncertain.
    UNASSIGNED: Conduct a two-sample Mendelian randomization (MR) analysis to investigate the causal effect between serum 25-hydroxyvitamin D level and ED risk.
    UNASSIGNED: Genome-wide association study (GWAS) data of serum 25-hydroxyvitamin D levels comprising 6,896,093 single nucleotide polymorphisms (SNP) from 496,949 people of European ancestry were regarded as exposure for the MR analysis. Additional GWAS data involving 9,310,196 SNPs of 6,175 European ED cases and 217,630 controls were used as outcome data. The MR-Egger, inverse variance weighted (IVW) method, weighted median, simple mode, and weighted mode were employed to evaluate causal effects, among which IVW was the primary MR analysis method. The stability of the MR analysis results was confirmed by a heterogeneity test, a horizontal pleiotropy test, and the leave-one-out method.
    UNASSIGNED: There were 103 SNPs utilized as instrumental variables (p < 5 × 10-8). The results of MR analysis showed no causal effects of serum 25(OH) D concentration on ED risks (IVW; OR = 0.9516, 95% CI = 0.7994 to 1.1328, p = 0.5772). There was no heterogeneity and pleiotropy in the statistical models.
    UNASSIGNED: The present MR study did not support a causal association for genetically predicted serum 25-hydroxyvitamin D concentration in the risk of ED in individuals of European descent.
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  • 文章类型: Journal Article
    对立挑衅症状是有或没有对立挑衅障碍的儿童和青少年中最常见的发育症状。研究已经解决了亲子关系(PCR)与对立挑衅症状的紧密联系。然而,有必要进一步探讨形成针对性干预策略的潜在机制。通过使用基于机器学习的因果森林(CF)模型,我们调查了PCR对中国小学儿童对立挑衅症状的异质性因果效应。根据PCR连续两年的改进,423例患儿分为改良组和对照组。第二年对对立挑衅症状(AODS)的评估被设置为因变量。此外,基于多水平家庭模型和第一年基线AODS的几个因素作为协变量被纳入。与期望一致,CF模型在PCR和样本中的对立挑衅症状之间显示出显着的因果关系。此外,因果关系表现出异质性。在AODS基线较高的儿童中,因果效应更大,更糟糕的家庭氛围,和较低的情绪调节能力在他们自己或他们的父母。相反,父母教养方式在因果关系中起着积极的作用。这些发现增强了我们对PCR如何促进受多层次家庭系统因素制约的对立挑衅症状发展的理解。观测数据中的异质性因果关系,使用机器学习方法建立的,可能有助于为有对立挑衅症状的儿童形成个性化的面向家庭的干预策略。
    Oppositional defiant symptoms are some of the most common developmental symptoms in children and adolescents with and without oppositional defiant disorder. Research has addressed the close association of the parent-child relationship (PCR) with oppositional defiant symptoms. However, it is necessary to further investigate the underlying mechanism for forming targeted intervention strategies. By using a machine learning-based causal forest (CF) model, we investigated the heterogeneous causal effects of the PCR on oppositional defiant symptoms in children in Chinese elementary schools. Based on the PCR improvement in two consecutive years, 423 children were divided into improved and control groups. The assessment of oppositional defiant symptoms (AODS) in the second year was set as the dependent variable. Additionally, several factors based on the multilevel family model and the baseline AODS in the first year were included as covariates. Consistent with expectations, the CF model showed a significant causal effect between the PCR and oppositional defiant symptoms in the samples. Moreover, the causality exhibited heterogeneity. The causal effect was greater in those children with higher baseline AODS, a worse family atmosphere, and lower emotion regulation abilities in themselves or their parents. Conversely, the parenting style played a positive role in causality. These findings enhance our understanding of how the PCR contributes to the development of oppositional defiant symptoms conditioned by factors from a multilevel family system. The heterogeneous causality in the observation data, established using the machine learning approach, could be helpful in forming personalized family-oriented intervention strategies for children with oppositional defiant symptoms.
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