genetic causality

遗传因果关系
  • 文章类型: Journal Article
    溃疡性结肠炎(UC)和糖尿病肾病(DKD)是具有多方面发病机制的慢性疾病,对临床管理提出了重大挑战。虽然已经做出了大量努力来调查这些疾病的个体原因,UC和DKD之间的相互作用还没有得到很好的理解。本研究旨在通过孟德尔随机化(MR)分析阐明UC和DKD之间的遗传关联。为常见的生物学途径和潜在的临床意义提供新的见解。
    我们利用来自UC和DKD的大规模全基因组关联研究(GWAS)的数据进行了双向双样本MR研究。根据全基因组显著性和严格的统计标准精心选择仪器变量(IVs)。确保稳健的因果推理。各种MR方法,包括方差逆加权(IVW),用于评估UC和DKD之间的因果关系。还进行了敏感性分析以验证我们研究结果的稳健性。
    我们的分析揭示了UC的遗传易感性与DKD易感性增加之间存在显著的因果关系。具体来说,对UC有遗传易感性的个体发生DKD的风险高17.3%.然而,我们没有发现DKD与UC发病风险之间存在因果关系的证据.此外,我们确定了连接UC和DKD的共同遗传风险因素和分子通路,从而突出潜在的治疗靶点。
    这项研究强调了UC和DKD之间复杂的遗传相互作用,提示UC患者发生DKD的风险可能较高.了解这些共同的遗传途径可以促进对有DKD风险的个体的早期检测策略和有针对性的干预措施的发展。最终,这些见解可以改善患有这两种疾病的患者的临床结局.
    UNASSIGNED: Ulcerative colitis (UC) and diabetic kidney disease (DKD) are chronic disorders with multifaceted pathogenesis, posing significant challenges in clinical management. While substantial efforts have been made to investigate the individual causes of these diseases, the interplay between UC and DKD is not well understood. This study aims to elucidate the genetic association between UC and DKD through Mendelian randomization (MR) analysis, offering new insights into common biological pathways and potential clinical implications.
    UNASSIGNED: We conducted a bidirectional two-sample MR study utilizing data from large-scale genome-wide association studies (GWAS) for both UC and DKD. Instrumental variables (IVs) were meticulously selected according to genome-wide significance and stringent statistical criteria, ensuring robust causal inference. Various MR methodologies, including inverse variance weighting (IVW), were employed to assess the causal relationships between UC and DKD. Sensitivity analyses were also performed to validate the robustness of our findings.
    UNASSIGNED: Our analysis revealed a significant causal relationship between genetic predisposition to UC and increased susceptibility to DKD. Specifically, individuals with a genetic susceptibility to UC exhibited a 17.3% higher risk of developing DKD. However, we found no evidence of a causal link between DKD and the risk of developing UC. Additionally, we identified shared genetic risk factors and molecular pathways linking UC and DKD, thereby highlighting potential therapeutic targets.
    UNASSIGNED: This study underscores the intricate genetic interplay between UC and DKD, suggesting that individuals with UC may be at an elevated risk for developing DKD. Understanding these shared genetic pathways could facilitate the development of early detection strategies and targeted interventions for individuals at risk of DKD. Ultimately, these insights could lead to improved clinical outcomes for patients suffering from both conditions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:线粒体对于细胞能量产生至关重要,氧化应激,和凋亡。线粒体DNA(mtDNA)编码线粒体功能的必需蛋白质。尽管有几项研究探索了mtDNA拷贝数(mtDNA-CN)变化与精神障碍风险之间的关系,结果仍在辩论中。这项研究使用了双向双样本孟德尔随机化(MR)分析来检查mtDNA-CN与精神障碍之间的遗传因果关系。
    方法:mtDNA-CN的全基因组关联研究(GWAS)数据来自英国生物库,涉及383,476个欧洲病例。七种精神障碍的GWAS数据-注意力缺陷/多动障碍,自闭症谱系障碍(ASD),精神分裂症,双相情感障碍,重度抑郁症,焦虑,强迫症和强迫症-主要来自精神病学基因组学联盟。因果关系使用方差逆加权进行评估,通过加权中位数和MR-Egger方法进行敏感性分析。反向MR将七种精神障碍视为暴露。所有分析均使用来自基因组流行病学联盟和英国生物库的心脏和衰老研究中的465,809个人的额外mtDNA-CNGWAS数据进行复制。
    结果:正向MR观察到遗传确定的血液mtDNA-CN的标准差增加,ASD的风险降低了27%(OR=0.73,95CI:0.58-0.92,p=0.002),对其他疾病没有因果关系。此外,反向MR未显示任何精神障碍与mtDNA-CN之间存在因果关系.验证分析证实了这些发现,表明他们的稳健性。
    结论:我们的研究支持mtDNA-CN与ASD风险之间的潜在因果关系,这表明mtDNA-CN可以作为ASD早期筛查的有希望的生物标志物。
    BACKGROUND: Mitochondria is essential for cellular energy production, oxidative stress, and apoptosis. Mitochondrial DNA (mtDNA) encodes essential proteins for mitochondrial function. Although several studies have explored the association between changes in mtDNA copy number (mtDNA-CN) and risk of mental disorders, the results remain debated. This study used a bidirectional two-sample Mendelian randomization (MR) analysis to examine the genetic causality between mtDNA-CN and mental disorders.
    METHODS: Genome-wide association study (GWAS) data for mtDNA-CN were sourced from UK biobank, involving 383,476 European cases. GWAS data for seven mental disorders-attention deficit/hyperactivity disorder, autism spectrum disorder (ASD), schizophrenia, bipolar disorder, major depressive disorder, anxiety, and obsessive-compulsive disorder-were primarily obtained from the Psychiatric Genomics Consortium. Causal associations were assessed using inverse variance weighting, with sensitivity analyses via the weighted median and MR-Egger methods. Reverse MR considered the seven mental disorders as exposures. All analyses were replicated with additional mtDNA-CN GWAS data from 465,809 individuals in the Heart and Ageing Research in Genomic Epidemiology consortium and the UK Biobank.
    RESULTS: Forward MR observed a 27 % decrease in the risk of ASD per standard deviation increase in genetically determined blood mtDNA-CN (OR = 0.73, 95%CI: 0.58-0.92, p = 0.002), with no causal effects on other disorders. Additionally, reverse MR did not indicate a causal association between any of the mental disorders and mtDNA-CN. Validation analyses corroborated these findings, indicating their robustness.
    CONCLUSIONS: Our study supports the potential causal association between mtDNA-CN and the risk of ASD, suggesting that mtDNA-CN could serve as a promising biomarker for early screening of ASD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:类风湿性关节炎(RA)被认为是一种具有全身性炎症和关节损伤的慢性自身免疫性疾病。它作为心血管疾病(CVD)的危险因素的潜在作用日益受到重视。本文综述了RA与CVD之间的因果关系。孟德尔随机化(MR)提供了一个遗传学的观点。
    方法:在PubMed中进行了广泛的搜索,Cochrane和WebofScience确定针对RA-CVD链接的MR研究。在530项研究中,9符合纳入标准,使用关键评估清单进行了严格评估。这些通过敏感性分析进一步分层为反映其证据强度的类别,从不可评估到健壮。
    结果:从纳入的9项研究中,八位支持RA与CVD风险增加之间的因果关系,特别是冠状动脉疾病(CAD),其中一项不支持RA和心力衰竭之间的联系.结果表明,与RA相关的遗传因素可能导致CVD风险升高。慢性炎症,在RA中普遍存在,在这方面成为关键的调解人。
    结论:系统评价证实了RA和CVD之间的遗传因果关系,所审查的9项MR研究中有8项证明了这一点。这表明在RA患者的治疗中需要综合的心血管风险管理。研究结果提倡考虑抗炎治疗,可以降低心血管风险。总体证据表明,旨在增强RA患者心血管健康的新治疗策略的潜在方向。
    OBJECTIVE: Rheumatoid arthritis (RA) is recognized as a chronic autoimmune disorder with systemic inflammation and joint damage. Its potential role as a risk factor for cardiovascular diseases (CVD) is increasingly noted. This review delves into the causal relationship between RA and CVD, with Mendelian randomization (MR) offering a genetic perspective.
    METHODS: An extensive search was conducted in PubMed, Cochrane and Web of Science to identify MR studies addressing the RA-CVD link. Out of 530 studies, 9 met the inclusion criteria, which were rigorously assessed using a critical appraisal checklist. These were further stratified by a sensitivity analysis into categories reflecting the strength of their evidence, from not evaluable to robust.
    RESULTS: From the nine included studies, eight supported a causal association between RA and an increased risk of CVD, specifically coronary artery disease (CAD) and one did not support a link between RA and heart failure. The results suggest that genetic factors associated with RA may contribute to an elevated risk for CVD. Chronic inflammation, prevalent in RA, emerges as a key mediator in this connection.
    CONCLUSIONS: The systematic review corroborates a genetic causal link between RA and CVD, as evidenced by eight of the nine MR studies reviewed. This suggests a need for integrated cardiovascular risk management in the treatment of RA patients. The findings advocate considering anti-inflammatory treatment that can reduce cardiovascular risk. The overarching evidence signifies a potential direction for new therapeutic strategies aimed at enhancing cardiovascular health in RA patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:免疫细胞与端粒长度之间的因果关系仍存在争议。
    方法:免疫细胞的数据来自先前的3,757名参与者的研究。端粒长度的数据从OpenGWAS数据库获得。获得全基因组关联研究(GWAS)数据,并使用TwoSampleMR软件包和Phenoscanner数据库筛选合格的工具变量(IV)。为了研究免疫细胞与端粒长度之间的遗传因果关系,使用孟德尔随机化(MR)分析和贝叶斯加权孟德尔随机化(BWMR)分析。
    结果:MR分析表明,免疫细胞与端粒长度之间确实存在遗传因果关系。总共成功验证了16个免疫细胞。端粒长度与CD28+CD45RA+CD8br%CD8br等免疫细胞呈正相关(OR=1.002,95CI:1.000-1.003)。端粒长度与过渡AC等免疫细胞呈负相关(OR=0.991,95CI:0.984-0.997)(P<0.05)。反向MR分析同样证实端粒长度可以影响四种类型的免疫细胞,包括IgD+CD24-上的CD25(OR=1.291,95CI:1.060-1.571),在基因层面。
    结论:免疫细胞和端粒长度之间确实存在相互的遗传因果关系,为后续更多的临床研究提供理论依据和支持。
    BACKGROUND: The causal relationship between immune cells and telomere length remains controversial.
    METHODS: Data on the immune cells were obtained from a previous study with 3,757 participants. Data on telomere length were obtained from the OpenGWAS database. Genome-Wide Association Study (GWAS) data were obtained and screened for eligible instrumental variables (IVs) using the TwoSampleMR package and the Phenoscanner database. To investigate the genetic causality between immune cells and telomere length, Mendelian randomization (MR) analysis and Bayesian weighted Mendelian randomization (BWMR) analysis were used.
    RESULTS: MR analysis showed that there is indeed a genetic causal relationship between immune cells and telomere length. A total of 16 immune cells were successfully validated. A positive correlation was found between telomere length and immune cells such as CD28 + CD45RA + CD8br %CD8br (OR = 1.002, 95%CI: 1.000-1.003). A negative correlation was found between telomere length and immune cells such as Transitional AC (OR = 0.991, 95%CI: 0.984-0.997) (P < 0.05). Reverse MR analysis similarly confirmed that telomere length can affect four types of immune cells, including CD25 on IgD + CD24- (OR = 1.291, 95%CI: 1.060-1.571), at the genetic level.
    CONCLUSIONS: There is indeed a mutual genetic causality between immune cells and telomere length, which will provide theoretical basis and support for more subsequent clinical studies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:观察性研究表明冻结肩(FS)与腕管综合征(CTS)之间存在关联。然而,由于建立时间序列的挑战,这两个条件之间的因果关系仍然难以捉摸。这项研究,基于大规模人群全基因组关联研究(GWAS)的汇总数据,研究FS和CTS之间的遗传因果关系。
    方法:最初,采用一系列质量控制措施选择与暴露因素密切相关的单核苷酸多态性(SNPs).双样本孟德尔随机化(MR)用于检查FS和CTS之间的遗传因果关系,采用包括逆方差加权(IVW)的方法,MR-Egger,加权中位数,简单模式,和加权模式方法。随后,我们进行了敏感性分析,以评估MR分析结果的稳健性.
    结果:IVW分析结果表明CTS和FS之间存在正的因果关系(p<0.05,OR>1),而没有观察到这两种情况之间的负因果关系。异质性测试表明我们的IVW分析结果中的异质性最小(p>0.05)。多变量MR测试也表明在我们的IVW分析中没有多效性(p>0.05),逐步排除试验证明了MR分析结果的可靠性和稳定性。基因本体论(GO)途径分析揭示了TGFβ相关途径中相关SNP调节的基因的富集。
    结论:这项研究提供了冻结肩和腕管综合征之间遗传因果关系的证据,并为纤维化疾病的遗传学提供了新的见解。
    OBJECTIVE: Observational studies have suggested an association between frozen shoulder (FS) and carpal tunnel syndrome (CTS). However, due to challenges in establishing a temporal sequence, the causal relationship between these two conditions remains elusive. This study, based on aggregated data from large-scale population-wide genome-wide association studies (GWAS), investigates the genetic causality between FS and CTS.
    METHODS: Initially, a series of quality control measures were employed to select single nucleotide polymorphisms (SNPs) closely associated with the exposure factors. Two-sample Mendelian randomization (MR) was utilized to examine the genetic causality between FS and CTS, employing methods including Inverse-Variance Weighted (IVW), MR-Egger, Weighted Median, Simple Mode, and Weighted Mode approaches. Subsequently, sensitivity analyses were conducted to assess the robustness of the MR analysis results.
    RESULTS: IVW analysis results indicate a positive causal relationship between CTS and FS (p < 0.05, OR > 1), while a negative causal relationship between the two conditions was not observed. Heterogeneity tests suggest minimal heterogeneity in our IVW analysis results (p > 0.05). Multivariable MR testing also indicates no pleiotropy in our IVW analysis (p > 0.05), and stepwise exclusion tests demonstrate the reliability and stability of the MR analysis results. Gene Ontology (GO) pathway analysis reveals enrichment of genes regulated by the associated SNPs in the TGFβ-related pathways.
    CONCLUSIONS: This study provides evidence of the genetic causal association between frozen shoulder and carpal tunnel syndrome and provides new insights into the genetics of fibrotic disorders.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:已经报道了一种崩解素和金属蛋白酶(ADAM)和一种崩解素和金属蛋白酶与血小板反应素基序(ADAMTS)可能参与骨代谢并与骨矿物质密度有关。进行该孟德尔随机化(MR)分析以确定血清ADAM/ADAMTS与BMD是否存在因果关联,以消除混杂因素。
    方法:四个特定位点BMD测量的全基因组汇总统计是从欧洲血统个体的研究中获得的,包括前臂(n=8,143),股骨颈(n=32,735),腰椎(n=28,498)和脚跟(n=426,824)。从最新的欧洲血统全基因组关联研究(n=5336〜5367)中检索了ADAM12,ADAM19,ADAM23,ADAMTS5和ADAMTS6循环水平的遗传工具变量。估计的因果效应由每个变体的Wald比率给出,逆方差加权模型被用作组合来自多个工具的估计的主要方法,并进行了敏感性分析,以评估MR结果的稳健性.Bonferroni校正的显著性设置为P<0.0025,以说明多重检验,宽松的阈值P<0.05被认为是因果关系。
    结果:遗传预测的血清ADAM/ADAMTS水平对前臂BMD测量的因果影响,股骨颈和腰椎的MR分析没有统计学支持.尽管主要MR分析给出的ADAMTS5对脚跟BMD的因果效应(β=-0.006,-0.010至0.002,P=0.004)未能达到Bonferroni校正的显著性,额外的MR方法和敏感性分析表明存在稳健的因果关系.
    结论:我们的研究为ADAMTS5血清水平升高对足跟BMD降低的因果效应提供了暗示性证据。虽然ADAM12、ADAM19、ADAM23和ADAMTS6与前臂BMD的相关性没有支持性证据,欧洲人的股骨颈和腰椎。
    OBJECTIVE: A Disintegrin and Metalloproteinase (ADAM) and A Disintegrin and Metalloproteinase with Thrombospondin Motif (ADAMTS) have been reported potentially involved in bone metabolism and related to bone mineral density. This Mendelian Randomization (MR) analysis was performed to determine whether there are causal associations of serum ADAM/ADAMTS with BMD in rid of confounders.
    METHODS: The genome-wide summary statistics of four site-specific BMD measurements were obtained from studies in individuals of European ancestry, including forearm (n = 8,143), femoral neck (n = 32,735), lumbar spine (n = 28,498) and heel (n = 426,824). The genetic instrumental variables for circulating levels of ADAM12, ADAM19, ADAM23, ADAMTS5 and ADAMTS6 were retrieved from the latest genome-wide association study of European ancestry (n = 5336 ~ 5367). The estimated causal effect was given by the Wald ratio for each variant, the inverse-variance weighted model was used as the primary approach to combine estimates from multiple instruments, and sensitivity analyses were conducted to assess the robustness of MR results. The Bonferroni-corrected significance was set at P < 0.0025 to account for multiple testing, and a lenient threshold P < 0.05 was considered to suggest a causal relationship.
    RESULTS: The causal effects of genetically predicted serum ADAM/ADAMTS levels on BMD measurements at forearm, femoral neck and lumbar spine were not statistically supported by MR analyses. Although causal effect of ADAMTS5 on heel BMD given by the primary MR analysis (β = -0.006, -0.010 to 0.002, P = 0.004) failed to reach Bonferroni-corrected significance, additional MR approaches and sensitivity analyses indicated a robust causal relationship.
    CONCLUSIONS: Our study provided suggestive evidence for the causal effect of higher serum levels of ADAMTS5 on decreased heel BMD, while there was no supportive evidence for the associations of ADAM12, ADAM19, ADAM23, and ADAMTS6 with BMD at forearm, femoral neck and lumbar spine in Europeans.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Historical Article
    自19世纪作为现代实验科学出现以来,数学模型已在生物学中广泛使用。专注于发育生物学和遗传模型,本文(1)从19世纪孟德尔的遗传模型到21世纪埃里克·戴维森的发育基因调控网络模型,介绍了生物学中相关数学模型的性质和认识论基础;(2)表明,这些模型不仅在认识论上不同,而且在明确或隐含地考虑基本生物学原理方面也不同。特别是那些具有生物学特异性的(那就变成了,在某种程度上,被遗传信息代替)和遗传因果关系。文章声称,无视这些原则的模型并没有持久地影响生物学研究的方向,尽管其中一些,比如阿西·汤普森的生物形态模型,被广泛阅读和钦佩,例如图灵的发展模式,刺激了其他领域的研究。此外,这表明成功的模型不是纯粹的数学描述或生物现象的模拟,而是基于归纳,以及假设演绎,方法论。大量测序数据和新的计算方法的最新可用性极大地促进了许多研究领域中的系统方法和模式识别。尽管这些新技术引起了人们的说法,即相关性正在取代实验和因果分析,本文认为,只要追求对复杂系统的因果机制解释,归纳和假设演绎的实验方法就仍然至关重要。
    Mathematical models have been widespread in biology since its emergence as a modern experimental science in the 19th century. Focusing on models in developmental biology and heredity, this article (1) presents the properties and epistemological basis of pertinent mathematical models in biology from Mendel\'s model of heredity in the 19th century to Eric Davidson\'s model of developmental gene regulatory networks in the 21st; (2) shows that the models differ not only in their epistemologies but also in regard to explicitly or implicitly taking into account basic biological principles, in particular those of biological specificity (that became, in part, replaced by genetic information) and genetic causality. The article claims that models disregarding these principles did not impact the direction of biological research in a lasting way, although some of them, such as D\'Arcy Thompson\'s models of biological form, were widely read and admired and others, such as Turing\'s models of development, stimulated research in other fields. Moreover, it suggests that successful models were not purely mathematical descriptions or simulations of biological phenomena but were based on inductive, as well as hypothetico-deductive, methodology. The recent availability of large amounts of sequencing data and new computational methodology tremendously facilitates system approaches and pattern recognition in many fields of research. Although these new technologies have given rise to claims that correlation is replacing experimentation and causal analysis, the article argues that the inductive and hypothetico-deductive experimental methodologies have remained fundamentally important as long as causal-mechanistic explanations of complex systems are pursued.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

公众号