genetic epidemiology

遗传流行病学
  • 文章类型: Journal Article
    来自随机试验的药物靶标有效性的证据是可靠的,但通常昂贵且获得缓慢。相比之下,传统观察性流行病学研究的证据不太可靠,因为混杂和反向因果关系可能会产生偏倚.孟德尔随机化是一种准实验方法,类似于在遗传变异的传播中利用自然发生的随机化的随机试验。在孟德尔随机化中,可被视为对所提出的药物靶标进行干预的代理的遗传变异体被用作工具变量,以在大规模观察数据集中研究对生物标志物和疾病结局的潜在影响.这种方法可以针对一系列药物靶标快速实施,以提供有关其作用的证据,从而为进一步研究提供优先考虑的信息。在这次审查中,我们介绍了统计方法及其应用,以展示在指导临床开发工作中应用孟德尔随机化的各种机会。从而使干预措施能够在正确的时间针对正确的人口群体中的正确机制。这些方法可以告知研究人员药物作用的潜在机制,他们相关的生物标志物,对干预时间的影响,以及受益最大的人口亚组。大多数方法可以用公开可用的数据来实施,这些数据涉及与性状和疾病的遗传关联。这意味着它们使用的唯一主要限制是对暴露和结果的适当动力研究的可用性,以及对拟议的干预措施存在合适的遗传代理。
    Evidence on the validity of drug targets from randomized trials is reliable but typically expensive and slow to obtain. In contrast, evidence from conventional observational epidemiological studies is less reliable because of the potential for bias from confounding and reverse causation. Mendelian randomization is a quasi-experimental approach analogous to a randomized trial that exploits naturally occurring randomization in the transmission of genetic variants. In Mendelian randomization, genetic variants that can be regarded as proxies for an intervention on the proposed drug target are leveraged as instrumental variables to investigate potential effects on biomarkers and disease outcomes in large-scale observational datasets. This approach can be implemented rapidly for a range of drug targets to provide evidence on their effects and thus inform on their priority for further investigation. In this review, we present statistical methods and their applications to showcase the diverse opportunities for applying Mendelian randomization in guiding clinical development efforts, thus enabling interventions to target the right mechanism in the right population group at the right time. These methods can inform investigators on the mechanisms underlying drug effects, their related biomarkers, implications for the timing of interventions, and the population subgroups that stand to gain the most benefit. Most methods can be implemented with publicly available data on summarized genetic associations with traits and diseases, meaning that the only major limitations to their usage are the availability of appropriately powered studies for the exposure and outcome and the existence of a suitable genetic proxy for the proposed intervention.
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  • 文章类型: Journal Article
    骨关节炎(OA)的危险因素通常会在延长的时间过程中发挥作用。因此,在研究长期生活方式相关危险因素对OA的因果影响时,孟德尔随机化(MR)研究比常规观察性研究更具优势。然而,鉴于现有的OAMR研究的异构设计,报告的这些影响的因果估计仍然不一致,从而掩盖了OA生活方式风险因素的生物学效应的真实程度。我们进行了PRISMA系统评价,并特别纳入了MR研究,这些研究调查了与生活方式相关的危险因素与OA之间的因果关系。将各种生活方式因素的因果估计进行荟萃分析.根据STROBE-MR指南评估研究质量。共评估了1576项研究,其中23项被纳入。总的来说,纳入的研究质量高,偏倚风险低.我们的荟萃分析表明,BMI(ORIVW随机效应1.49[1.23-1.80])和血清钙(ORIVW随机效应0.69[0.57-0.83])和LDL水平(ORIVW随机效应0.93[0.90-0.96])的负因果效应对OA。尽管各种MR研究提供了不同的设计和因果效应估计,我们的荟萃分析表明,与生活方式相关的危险因素以BMI的形式,血清钙,LDL对OA的发生发展具有真正的生物学效应。
    Risk factors for osteoarthritis (OA) often exert effects over protracted time-courses. Mendelian randomization (MR) studies therefore have an advantage over conventional observational studies when studying the causal effect of long-term lifestyle-related risk factors on OA. However, given the heterogeneous design of existing MR studies on OA, the reported causal estimates of these effects remain inconsistent, thus obscuring the true extent of the biological effects of OA lifestyle-risk factors. We conducted a PRISMA systematic review and specifically included MR studies that investigated the causal effect between lifestyle-related risk factors and OA, where causal estimates for various lifestyle factors were pooled for meta-analysis. Quality of studies was assessed according to STROBE-MR guidelines. A total of 1576 studies were evaluated and 23 were included. Overall, the studies included were of high quality and had a low risk of bias. Our meta-analysis demonstrates the positive causal effect of BMI (ORIVW-random effects 1.49 [1.23-1.80]) and negative causal effects of serum calcium (ORIVW-random effects 0.69 [0.57-0.83]) and LDL levels (ORIVW-random effects 0.93 [0.90-0.96]) on OA. Despite the heterogeneous designs and estimates of causal effects provided by various MR studies, our meta-analysis suggests that lifestyle-related risk factors in the form of BMI, serum calcium, and LDL have true biological effects on the development of OA.
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  • 文章类型: Journal Article
    孟德尔随机化和共定位是两种统计方法,可应用于来自全基因组关联研究(GWAS)的汇总数据,以了解性状与疾病之间的关系。然而,尽管范围相似,他们的目标不同,实施,和解释,部分原因是它们是为不同的科学界服务而开发的。孟德尔随机化评估暴露的遗传预测因素是否与结果相关,并将关联解释为暴露对结果有因果关系的证据。而共同定位评估两个性状是否受到相同或不同的因果变异的影响。当考虑单个遗传区域的遗传变异时,这两种方法都可以执行。虽然正的共定位发现通常意味着非零的孟德尔随机化估计,相反的情况通常并非如此:有几种情况会导致非零的孟德尔随机化估计,但缺乏共同定位的证据.这些包括暴露和结果存在不同但相关的因果变异,这将违反孟德尔随机化假设,与结果缺乏强有力的联系。随着GWAS传统的发展,通常,只有在有强有力的证据表明与这两个性状相关时,才能得出共定位的证据。相比之下,从孟德尔随机化中可以获得非零估计,尽管与该基因座的结果只有名义上显著的遗传关联.在这次审查中,我们将讨论这两种方法如何提供有关潜在治疗靶点的互补信息.
    Mendelian randomization and colocalization are two statistical approaches that can be applied to summarized data from genome-wide association studies (GWASs) to understand relationships between traits and diseases. However, despite similarities in scope, they are different in their objectives, implementation, and interpretation, in part because they were developed to serve different scientific communities. Mendelian randomization assesses whether genetic predictors of an exposure are associated with the outcome and interprets an association as evidence that the exposure has a causal effect on the outcome, whereas colocalization assesses whether two traits are affected by the same or distinct causal variants. When considering genetic variants in a single genetic region, both approaches can be performed. While a positive colocalization finding typically implies a non-zero Mendelian randomization estimate, the reverse is not generally true: there are several scenarios which would lead to a non-zero Mendelian randomization estimate but lack evidence for colocalization. These include the existence of distinct but correlated causal variants for the exposure and outcome, which would violate the Mendelian randomization assumptions, and a lack of strong associations with the outcome. As colocalization was developed in the GWAS tradition, typically evidence for colocalization is concluded only when there is strong evidence for associations with both traits. In contrast, a non-zero estimate from Mendelian randomization can be obtained despite only nominally significant genetic associations with the outcome at the locus. In this review, we discuss how the two approaches can provide complementary information on potential therapeutic targets.
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  • 文章类型: Journal Article
    物质使用障碍(SUD)很普遍,会导致一系列负面后果。它们受遗传因素的影响(h2=~50%)。近年来,我们对SUD的遗传病因和相关性状的理解取得了实质性进展。本综述涵盖SUD遗传学领域的现状,包括SUD的流行病学和遗传流行病学,来自第一代SUD全基因组关联研究(GWAS)的发现,关于将GWAS发现转化为临床环境的注意事项,并建议下一波SUD遗传学工作的优先次序。SUD遗传学的最新进展是由大量GWAS样本的组装促进的,以及模拟全基因组变异的聚集效应的最先进方法的发展。这些进展已经证实,SUD是高度多基因的,在基因组中具有许多变异赋予风险,其中绝大多数影响很小。下游分析使SUD的遗传结构得到了更精细的解析,并揭示了它们与其他精神疾病的遗传关系。最近的努力还优先考虑了对GWAS发现的更仔细的检查,这些发现表明在物质使用(例如消费)和有问题的使用(例如SUD)的测量中存在不一致的遗传影响。最近SUDGWAS的其他亮点包括对酒精代谢基因(例如ADH1B和ALDH2)中影响酒精相关性状的基因座的有力确认,和CHRNA5-CHRNA3-CHRNB4基因簇内的基因座影响尼古丁相关性状。预计大麻也会取得类似的成功,阿片类药物和可卡因使用障碍,因为样本量接近酒精和尼古丁的样本。
    Substance use disorders (SUDs) are prevalent and result in an array of negative consequences. They are influenced by genetic factors (h2 = ~50%). Recent years have brought substantial progress in our understanding of the genetic etiology of SUDs and related traits. The present review covers the current state of the field for SUD genetics, including the epidemiology and genetic epidemiology of SUDs, findings from the first-generation of SUD genome-wide association studies (GWAS), cautions about translating GWAS findings to clinical settings, and suggested prioritizations for the next wave of SUD genetics efforts. Recent advances in SUD genetics have been facilitated by the assembly of large GWAS samples, and the development of state-of-the-art methods modeling the aggregate effect of genome-wide variation. These advances have confirmed that SUDs are highly polygenic with many variants across the genome conferring risk, the vast majority of which are of small effect. Downstream analyses have enabled finer resolution of the genetic architecture of SUDs and revealed insights into their genetic relationship with other psychiatric disorders. Recent efforts have also prioritized a closer examination of GWAS findings that have suggested non-uniform genetic influences across measures of substance use (e.g. consumption) and problematic use (e.g. SUD). Additional highlights from recent SUD GWAS include the robust confirmation of loci in alcohol metabolizing genes (e.g. ADH1B and ALDH2) affecting alcohol-related traits, and loci within the CHRNA5-CHRNA3-CHRNB4 gene cluster influencing nicotine-related traits. Similar successes are expected for cannabis, opioid, and cocaine use disorders as sample sizes approach those assembled for alcohol and nicotine.
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  • 文章类型: Journal Article
    遗传流行病学和基因组学研究产生的信息一直在快速积累,这些知识为公共卫生开辟了新的前景,允许理解基因-环境相互作用。然而,将基于基因组的知识和技术转化为医疗保健实践,尤其是公共卫生,具有挑战性。由于健康影响评估(HIA)被证明是协助考虑健康问题的有效工具,因此是部门决策,本研究旨在通过对遗传流行病学和基因组学研究在HIA中使用的遗传信息进行系统的文献综述,探讨其在转化过程中的作用.PubMed,Scopus,和WebofScience电子数据库进行了搜索,并通过PRISMA指南对研究结果进行了系统审查和报告。综述发现有8项研究符合纳入标准,他们中的大多数人从理论上讨论了在医疗保健实践中使用HIA引入基于基因组的技术,只考虑了两篇文章,简而言之,基因组信息在HIA中通用应用的可能性。研究结果表明,HIA应更广泛地用于将基于基因组的知识转化为公共卫生实践,在HIA过程中应促进基因组信息的使用。
    Information generated by genetic epidemiology and genomics studies has been accumulating at fast pace, and this knowledge opens new vistas in public health, allowing for the understanding of gene-environment interactions. However, the translation of genome-based knowledge and technologies to the practice of healthcare, and especially of public health, is challenging. Because health impact assessment (HIA) proved to be an effective tool to assist consideration of health issues is sectoral policymaking, this study aimed at exploring its role in the translational process by a systematic literature review on the use of genetic information provided by genetic epidemiology and genomics studies in HIA. PubMed, Scopus, and Web of Science electronic databases were searched and the findings systematically reviewed and reported by the PRISMA guidelines. The review found eight studies that met the inclusion criteria, most of them theoretically discussing the use of HIA for introducing genome-based technologies in healthcare practice, and only two articles considered, in short, the possibility for a generic application of genomic information in HIA. The findings indicate that HIA should be more extensively utilized in the translation of genome-based knowledge to public health practice, and the use of genomic information should be facilitated in the HIA process.
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  • 文章类型: Journal Article
    Exome sequencing has been commonly used to characterize rare diseases by selecting multiplex families or singletons with an extreme phenotype (EP) and searching for rare variants in coding regions. The EP strategy covers both extreme ends of a disease spectrum and it has been also used to investigate the contribution of rare variants to the heritability of complex clinical traits. We conducted a systematic review to find evidence supporting the use of EP strategies in the search for rare variants in genetic studies of complex diseases and highlight the contribution of rare variations to the genetic structure of polygenic conditions. After assessing the quality of the retrieved records, we selected 19 genetic studies considering EPs to demonstrate genetic association. All studies successfully identified several rare or de novo variants, and many novel candidate genes were also identified by selecting an EP. There is enough evidence to support that the EP approach for patients with an early onset of a disease can contribute to the identification of rare variants in candidate genes or pathways involved in complex diseases. EP patients may contribute to a better understanding of the underlying genetic architecture of common heterogeneous disorders such as tinnitus or age-related hearing loss.
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  • 文章类型: Journal Article
    Endometrial cancer is one of the most commonly diagnosed cancers in women. Although there is a hereditary component to endometrial cancer, most cases are thought to be sporadic and lifestyle related. The aim of this study was to systematically review prospective and retrospective case-control studies, meta-analyses and genome-wide association studies to identify genomic variants that may be associated with endometrial cancer risk.
    We searched MEDLINE, Embase and CINAHL from 2007 to 2019 without restrictions. We followed PRISMA 2009 guidelines. The search yielded 3015 hits in total. Following duplicate exclusion, 2674 abstracts were screened and 453 full-texts evaluated based on our pre-defined screening criteria. 149 articles were eligible for inclusion.
    We found that single nucleotide polymorphisms (SNPs) in HNF1B, KLF, EIF2AK, CYP19A1, SOX4 and MYC were strongly associated with incident endometrial cancer. Nineteen variants were reported with genome-wide significance and a further five with suggestive significance. No convincing evidence was found for the widely studied MDM2 variant rs2279744. Publication bias and false discovery rates were noted throughout the literature.
    Endometrial cancer risk may be influenced by SNPs in genes involved in cell survival, oestrogen metabolism and transcriptional control. Larger cohorts are needed to identify more variants with genome-wide significance.
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  • 文章类型: Journal Article
    Pheochromocytoma and paraganglioma (PPGL) are tumours that arise from chromaffin cells. Some genetic mutations influence PPGL, among which, those in genes encoding subunits of succinate dehydrogenase (SDHA, SDHB, SDHC and SDHD) and assembly factor (SDHAF2) are the most relevant. However, the risk of metastasis posed by these mutations is not reported except for SDHB and SDHD mutations. This study aimed to update the metastatic risks, considering prevalence and incidence of each SDHx mutation, which were dealt formerly all together.
    We searched EMBASE and MEDLINE and selected 27 articles. The patients included in the studies were divided into three groups depending on the presence of PPGL. We checked the heterogeneity between studies and performed a meta-analysis using Hartung-Knapp-Sidik-Jonkman method based on a random effect model.
    The highest PPGL prevalence was for SDHB mutation, ranging from 23% to 31%, and for SDHC mutation (23%), followed by that for SDHA mutation (16%). The lowest prevalence was for SDHD mutation, ranging from 6% to 8%. SDHAF2 mutation showed no metastatic events. The PPGL incidence showed a tendency similar to that of its prevalence with the highest risk of metastasis posed by SDHB mutation (12%-41%) and the lowest risk by SDHD mutation (~4%).
    There was no integrated evidence of how SDHx mutations are related to metastatic PPGL. However, these findings suggest that SDHA, SDHB and SDHC mutations are highly associated and should be tested as indicators of metastasis in patients with PPGL.
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  • 文章类型: Journal Article
    OBJECTIVE: T2DM reach epidemic levels in the Arab countries. In this study, we aimed to perform a systematic review and meta-analysis to underline the susceptibility genetic profile of Arab patients with T2DM that result from SNPs.
    METHODS: We searched four literature databases (PubMed, Scopus, Science Direct and Web of Science) through January 2019. We included all SNPs in candidate genes with an OR > 1 that were associated with T2DM among Arab patients with T2DM. Statistical programs such as software Review Manager (Version 5.02) and STATA (Version 15.1) were used. The pooled odds ratios (ORs) and 95% confidence intervals (CIs) were calculated with a random effects model or a fixed effect model depending on the heterogeneity among studies. I2 statistics and Egger\'s tests were performed to assess heterogeneity and publication bias.
    RESULTS: Out of 2245 studies, 47 were used for meta-analysis. We captured 31,307 cases and 26,464 controls in which we collected 71 SNPs in 32 genes. A pooled meta-analysis demonstrated 24-69% increase in T2DM risk. Among the 57 SNPs (in 32 genes) that were not included in the meta-analysis, the OR for diabetes ranged from 1.02 to 5.10, with a median of 1.38 (interquartile range 1.33-2.09). Ten studies examined the association between the TCF7L2 polymorphism rs7903146 and T2DM, leading to an aggregated OR of 1.34 (95%CI 1.27-1.41).
    CONCLUSIONS: The genetic profile that confer susceptibility to T2DM in Arab patients is diverse. This study may serve as a platform for designing a gene panel for testing the susceptibility to T2DM.
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  • 文章类型: Journal Article
    We aimed to present a systematic review on Huntington\'s disease (HD) in Latin America (LA). PubMed and LILACS were searched up to March 2015, reporting confirmed HD cases in LA. Case series, cross-sectional, case-control, and prospective studies were included. From 534 communications, 47 were eligible. Population-based studies were not found; minimal prevalence of 0.5-4/100,000 was estimated for Venezuela and Mexico. Geographical isolates were well characterized in Venezuela and in Peru. CAG repeats at HTT gene varied between 7-33 and 37-112 in normal and expanded alleles, respectively. Intermediate alleles were found in 4-10% of controls. Ages at onset and the expanded CAG repeats correlated with r from - 0.55 to -0.91. While haplotype patterns of Venezuelan and Brazilian chromosomes were similar to those observed in Europeans, haplotypes from Peruvian HD patients did not match the same pattern. The limited number of papers found suggests that HD is poorly diagnosed in LA. Minimal prevalence seemed to be halfway between those of Caucasians and Asians. Range of CAG repeats was similar to those of Europeans. Haplotype studies indicate that majority of HD patients might be of Caucasian descent; an Asian origin for some Peruvian patients was proposed.
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