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A Phenome-Wide Association Study (PheWAS) of Genetic Risk for C-Reactive Protein in Children of European Ancestry: Results From the ABCD Study 欧洲血统儿童 C-Reactive 蛋白遗传风险全表型关联研究 (PheWAS):ABCD 研究的结果
Pub Date : 2024-08-31 DOI: 10.1101/2024.08.30.24312857
Sara A. Norton, Aaron J. Gorelik, Sarah E. Paul, Emma C. Johnson, David AA Baranger, Jayne L Siudzinski, Zhaolong Adrian Li, Erin Bondy, Hailey Modi, Nicole R. Karcher, Tamara Hershey, Alexander S. Hatoum, Arpana Agrawal, Ryan Bogdan
BACKGROUND C-reactive protein (CRP) is a moderately heritable marker of systemic inflammation that is associated with adverse physical and mental health outcomes. Identifying factors associated with genetic liability to elevated CRP in childhood may inform our understanding of variability in CRP that could be targeted to prevent and/or delay the onset of related health outcomes.
背景 C-反应蛋白(CRP)是全身炎症的中度遗传标志物,与不良的身心健康结果有关。确定与儿童期 CRP 升高的遗传易感性相关的因素,可以帮助我们了解 CRP 的变异性,从而有针对性地预防和/或延缓相关健康后果的发生。
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引用次数: 0
Deciphering causal relationships between cell type-specific genetic factors and brain imaging-derived phenotypes and disorders 破译细胞类型特异性遗传因子与脑成像衍生表型和疾病之间的因果关系
Pub Date : 2024-08-31 DOI: 10.1101/2024.08.30.24312836
Anyi Yang, Xingzhong Zhao, Yucheng T. Yang, Xing-Ming Zhao
The integration of expression quantitative trait loci (eQTLs) and genome-wide association study (GWAS) findings to identify causal genes aids in elucidating the biological mechanisms and the discovery of potential drug targets underlying complex traits. This can be achieved by Mendelian randomization (MR), but to date, most MR studies investigating the contribution of genes to brain phenotypes have been conducted on heterogeneous brain tissues and not on specific cell types, thus limiting our knowledge at the cellular level. In this study, we employ a MR framework to infer cell type-specific causal relationships between gene expression and brain-associated complex traits, using eQTL data from eight cell types and large-scale GWASs of 123 imaging-derived phenotypes (IDPs) and 26 brain disorders and behaviors (DBs). Our analysis constructs a cell type-specific causal gene atlas for IDPs and DBs, which include 254 and 217 potential causal cell type-specific eQTL target genes (eGenes) for IDPs and DBs, respectively. The identified results exhibit high cell type specificity, with over 90% of gene-IDP and 80% of gene-DB associations being unique to a single cell type. We highlight shared cell type-specific patterns between IDPs and DBs, characterize the putative causal pathways among cell type-specific causal eGenes, DBs and IDPs, and reveal the spatiotemporal expression patterns of these cell type-specific causal eGenes. We also demonstrate that cell type-specific causal eGenes can characterize the associations between IDPs and DBs. In summary, our study provides novel insights into the genetic foundations at the cellular level that influence brain structures, disorders and behaviors, which reveals important implications for therapeutic targets and brain health management.
整合表达定量性状位点(eQTLs)和全基因组关联研究(GWAS)结果以确定因果基因有助于阐明复杂性状的生物学机制和发现潜在的药物靶点。这可以通过孟德尔随机化(MR)来实现,但迄今为止,大多数调查基因对大脑表型贡献的 MR 研究都是在异质脑组织而非特定细胞类型上进行的,因此限制了我们对细胞水平的了解。在本研究中,我们利用八种细胞类型的 eQTL 数据以及 123 种成像衍生表型(IDPs)和 26 种脑部疾病和行为(DBs)的大规模 GWAS,采用 MR 框架来推断基因表达与脑相关复杂性状之间的细胞类型特异性因果关系。我们的分析为 IDPs 和 DBs 构建了细胞类型特异性因果基因图谱,其中分别包括 IDPs 和 DBs 的 254 个和 217 个潜在的细胞类型特异性 eQTL 靶基因(eGenes)。鉴定结果显示出高度的细胞类型特异性,超过 90% 的基因-IDP 关联和 80% 的基因-DB 关联为单一细胞类型所独有。我们强调了IDPs和DBs之间共享的细胞类型特异性模式,描述了细胞类型特异性因果电子基因、DBs和IDPs之间的假定因果途径,并揭示了这些细胞类型特异性因果电子基因的时空表达模式。我们还证明,细胞类型特异性因果关系 eGenes 可以描述 IDPs 和 DBs 之间的关联。总之,我们的研究提供了关于影响大脑结构、失调和行为的细胞水平遗传基础的新见解,揭示了治疗目标和大脑健康管理的重要意义。
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引用次数: 0
Improved characterization of gene-environment interactions for vitamin D through variance quantitative trait loci 通过方差数量性状位点改进维生素 D 基因与环境相互作用的特征描述
Pub Date : 2024-08-31 DOI: 10.1101/2024.08.30.24312868
Tianyuan Lu, Wenmin Zhang, Cassianne Robinson-Cohen, Corinne D. Engelman, Qiongshi Lu, Ian H. de Boer, Lei Sun, Andrew D. Paterson
Background Understanding gene-environment interaction effects influencing vitamin D status may refine nutrition and public health strategies for vitamin D deficiency. Recent methodological advances have enabled the identification of variance quantitative trait loci (vQTLs) where gene-environment interaction effects are enriched.
背景 了解影响维生素 D 状态的基因-环境互作效应可完善针对维生素 D 缺乏症的营养和公共卫生策略。近年来方法学的进步使得基因与环境互作效应富集的变异数量性状位点(vQTLs)的鉴定成为可能。
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引用次数: 0
Type 1 Diabetes Genetic Risk Score classifies diabetes subtypes in Indians: Impact of HLA diversity on the lower discriminative ability 1 型糖尿病遗传风险评分可对印度人的糖尿病亚型进行分类:HLA 多样性对较低分辨能力的影响
Pub Date : 2024-08-31 DOI: 10.1101/2024.08.31.24312873
Alagu Sankareswaran, Pooja Kunte, Diane P Fraser, Mobeen Shaik, Michael N Weedon, Richard A Oram, Chittaranjan S Yajnik, Giriraj R Chandak
Objectives Genetic Risk scores (GRS) classify diabetes types, type 1 (T1D) and type 2 (T2D) in Europeans but the power is limited in other ancestries. We explored the performance of T1DGRS and potential reasons for inferior discrimination ability in diabetes-type classification in Indians.
目的 遗传风险评分(GRS)可对欧洲人的糖尿病类型(1 型糖尿病(T1D)和 2 型糖尿病(T2D))进行分类,但在其他血统中的作用有限。我们探讨了 T1DGRS 的性能以及印度人糖尿病类型分类鉴别能力较差的潜在原因。
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引用次数: 0
Exome sequencing identifies ABCA7 as an important gene for familial AD cases from Eastern India 外显子组测序发现 ABCA7 是印度东部家族性注意力缺失症病例的重要基因
Pub Date : 2024-08-31 DOI: 10.1101/2024.08.30.24312765
Dipanwita Sadhukhan, Adreesh Mukherjee, Bidisha Bhattacharyya, Smriti Mishra, Tapas Kumar Banerjee, Gautam Das, Uma Sinharoy, Subhra Prakash Hui, Soma Gupta, Atanu Biswas, Arindam Biswas
Introduction AD is the most complex disorder leading to dementia worldwide. Despite the disease burden among Indians the mutation spectrum in our subcontinent is not well examined.
导言:注意力缺失症是导致全球痴呆症的最复杂的疾病。尽管印度人的疾病负担很重,但对我们次大陆的突变谱却没有很好的研究。
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引用次数: 0
Resolving the diagnostic odyssey in inherited retinal dystrophies through long-read genome sequencing 通过长线程基因组测序解决遗传性视网膜营养不良症的诊断难题
Pub Date : 2024-08-30 DOI: 10.1101/2024.08.28.24312668
Gerardo Fabian-Morales, Vianey Ordoñez-Labastida, William J. Rowell, Christine Lambert, Cairbre Fanslow, Alexander Robertson, Juan C. Zenteno
Background Inherited Retinal Dystrophies (IRDs) are visually disabling monogenic diseases with remarkable genetic and phenotypic heterogeneity. Mutations in more than 300 different genes have been identified as disease causing. Genetic diagnosis of IRDs has been greatly improved thanks to the incorporation of Next Generation Sequencing (NGS) approaches. However, the current IRD molecular diagnosis yield using NGS is approximately 60% and negative cases can be explained by variants that are not usually identified by the widely used short reads-NGS such as structural variants (SVs) or by variants located in uncovered, low complexity, repetitive, highly homologous, or GC-rich regions. Long-read genome sequencing (LR-GS) is an emerging technology that produces 10-20 kb reads and is expected to overcome short-read sequencing limitations in the clinical context, thus improving the diagnostic yield in heterogeneous diseases as IRDs.
背景 遗传性视网膜营养不良症(IRD)是一种视觉致残性单基因疾病,具有显著的遗传和表型异质性。目前已确定有 300 多种不同基因的突变可导致疾病。由于采用了新一代测序(NGS)方法,IRD 的基因诊断得到了极大改善。然而,目前使用 NGS 的 IRD 分子诊断率约为 60%,阴性病例可能是由于结构变异(SV)或位于未发现、低复杂性、重复、高度同源或富含 GC 的区域的变异等广泛使用的短读-NGS 通常无法识别的变异造成的。长读数基因组测序(LR-GS)是一种新兴技术,可产生 10-20 kb 的读数,有望克服短读数测序在临床中的局限性,从而提高 IRD 等异质性疾病的诊断率。
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引用次数: 0
cfGWAS reveal genetic basis of cell-free DNA features cfGWAS 揭示无细胞 DNA 特征的遗传基础
Pub Date : 2024-08-30 DOI: 10.1101/2024.08.28.24312755
Huanhuan Zhu, Yan Zhang, Shuang Zeng, Linxuan Li, Rijing Ou, Xinyi Zhang, Yu Lin, Ying Lin, Chuang Xu, Lin Wang, Guodan Zeng, Jingyu Zeng, Lingguo Li, Yongjian Jia, Yu Wang, Fei Luo, Meng Yang, Yuxuan Hu, Xiameizi Li, Han Xiao, Xun Xu, Jian Wang, Aifen Zhou, Haiqiang Zhang, Xin Jin
cfDNA consists of degraded DNA fragments released into body fluids. Its genetic and pathological information makes it useful for prenatal testing and early tumor detection. However, the mechanisms behind cfDNA biology are largely unknown. In this study, for the first time, we conducted a GWAS study to explore the genetic basis of cfDNA features, termed cfGWAS, in 28,016 pregnant women. We identified 84 significant loci, including well-known cfDNA-related genes DFFB and DNASE1L3, and numerous novel genes potentially involved in cfDNA biology, including PANX1 and DNASE1L1. The findings were further verified through independent GWAS and experimental validation in knockout mice and cell lines. Subsequent analyses revealed strong causal relationships of hematological indicators on cfDNA features. In summary, we presented the first cfGWAS, revealing the genetic basis of cfDNA biology from genome-wide scale. Novel knowledge uncovered by this study keep the promise to revolutionize liquid biopsy technology and potential new drug targeted for certain disease. Given exist of the millions cfDNA whole-genome-sequencing data generated from clinical testing, the potential of this paradigm is enormous.
cfDNA 由释放到体液中的降解 DNA 片段组成。其遗传和病理信息可用于产前检测和早期肿瘤检测。然而,cfDNA 生物学背后的机制在很大程度上还不为人所知。在这项研究中,我们首次在 28016 名孕妇中开展了一项 GWAS 研究,以探索 cfDNA 特征的遗传基础(称为 cfGWAS)。我们发现了 84 个重要基因位点,包括众所周知的 cfDNA 相关基因 DFFB 和 DNASE1L3,以及许多可能参与 cfDNA 生物学的新基因,包括 PANX1 和 DNASE1L1。这些发现通过独立的全球基因组分析以及基因敲除小鼠和细胞系的实验验证得到了进一步验证。随后的分析表明,血液学指标与 cfDNA 特征之间存在密切的因果关系。总之,我们首次提出了 cfGWAS,从全基因组范围揭示了 cfDNA 生物学的遗传基础。这项研究揭示的新知识有望彻底改变液体活检技术和针对某些疾病的潜在新药。鉴于临床检测产生了数百万个 cfDNA 全基因组测序数据,这一范例的潜力是巨大的。
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引用次数: 0
Efficient molecular mendelian randomization screens with LaScaMolMR.jl 利用 LaScaMolMR.jl 进行高效分子泯灭随机筛选
Pub Date : 2024-08-30 DOI: 10.1101/2024.08.29.24312805
Samuel Mathieu, Louis-Hippolyte Minvielle Moncla, Mewen Briend, Valentine Duclos, Anne Rufiange, Yohan Bossé, Patrick Mathieu
Summary The ever-growing genetic cohorts lead to an increase in scale of molecular Quantitative Trait Loci (QTL) studies, creating opportunities for more extensive two samples Mendelian randomization (MR) investigations aiming to identify causal relationships between molecular traits and diseases. This increase led to the identification of multiple causal candidates and potential drug targets over time. However, the increase in scale of such studies and higher dimension multi-omic data come with computational challenges. We present “LArge SCAle MOLecular Mendelian Randomization with Julia” (LaScaMolMR.jl), an open-sourced integrated Julia package optimized for Omic-wide Mendelian Randomization (OWMR) Studies. This versatile package eliminates the two-language problem and implements fast algorithms for instrumental variable selection approaches with both cis and trans instruments and performs the most popular regression estimators for MR studies with molecular exposures. It reduces the compute time via meta-programming allowing easy deployment of multi-threaded approach and the internalization of linkage disequilibrium investigation of potential instrumental variables. Via its integrated approach and high-computational performance, LaScaMolMR.jl allows users who have minimal programming experience to perform large scale OWMR studies.
摘要 遗传队列的不断扩大导致分子数量性状位点(QTL)研究规模的扩大,为旨在确定分子性状与疾病之间因果关系的更广泛的双样本孟德尔随机化(MR)研究创造了机会。随着时间的推移,这种增加导致了多种因果关系候选者和潜在药物靶点的确定。然而,随着此类研究规模的扩大和多原子数据维度的提高,计算方面也面临着挑战。我们提出了 "LArge SCAle MOLecular Mendelian Randomization with Julia"(LaScaMolMR.jl),这是一个开源的集成 Julia 软件包,专为全基因组孟德尔随机化(OWMR)研究而优化。这个多功能软件包消除了双语言问题,实现了顺式和反式工具变量选择方法的快速算法,并为分子暴露的 MR 研究执行了最常用的回归估计器。它通过元编程减少了计算时间,从而可以轻松部署多线程方法,并将潜在工具变量的联系不平衡调查内部化。LaScaMolMR.jl 通过其集成方法和高计算性能,可让只有极少编程经验的用户进行大规模 OWMR 研究。
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引用次数: 0
Endogamy and high prevalence of deleterious mutations in India: evidence from strong founder events 印度的内交配和高流行率的有害突变:来自强创始人事件的证据
Pub Date : 2024-08-29 DOI: 10.1101/2024.08.21.24312342
Pratheusa Machha, Amirtha Gopalan, Yamini Elangovan, Sarath Chandra Mouli Veeravalli, Divya Tej Sowpati, Kumarasamy Thangaraj
Founder events influence recessive diseases in highly endogamous populations. Several Indian populations have experienced significant founder events and maintained strict endogamy. Genomic studies in Indian populations often lack in addressing clinical implications of these phenomena. We performed whole-exome sequencing of 281 individuals from four South Indian groups to evaluate population-specific disease causing mutations associated with founder events. Our study revealed a high inbreeding rate of 59% across the groups. We identified ∼29.2% of the variants to be exclusive to a single population and uncovered 1,284 novel exonic variants, underscoring the genetic underrepresentation of Indian populations. Among these, 23 predicted as deleterious were found in heterozygous state, suggesting they may be pathogenic in a homozygous state and are common in the endogamous groups. Approximately 40-68% of the identified pathogenic variants showed significantly higher occurrence rates. Pharmacogenomic analysis revealed distinct allele frequencies in CYP450 and non-CYP450 gene variants, highlighting heterogeneous drug responses and associated risks. We report a high prevalence of ankylosing spondylitis in Reddys, linked to HLA-B*27:04 allele and strong founder effect. Our findings emphasize the need for expanded genomic research in understudied Indian populations to elucidate disease risk and medical profiles, eventually aiming towards precision medicine and mitigating disease burden.
创始者事件会影响高度内同源种群中的隐性疾病。一些印度种群经历了重大的创始事件,并保持了严格的内同性繁殖。印度人群的基因组研究往往无法解决这些现象对临床的影响。我们对来自四个南印度群体的 281 人进行了全外显子组测序,以评估与创始者事件相关的群体特异性致病突变。我们的研究显示,各群体的近亲繁殖率高达 59%。我们发现29.2%的变异为单一人群所独有,并发现了1284个新的外显子变异,凸显了印度人群的遗传代表性不足。在这些变异中,有 23 个被预测为有害的变异是在杂合状态下发现的,这表明它们在同源状态下可能是致病的,而且在内婚群体中很常见。在已确定的致病变体中,约有 40-68% 的变体出现率明显较高。药物基因组学分析表明,CYP450 和非 CYP450 基因变异的等位基因频率各不相同,凸显了异质性药物反应和相关风险。我们报告了强直性脊柱炎在 Reddys 中的高发病率,这与 HLA-B*27:04 等位基因和强烈的奠基人效应有关。我们的研究结果表明,有必要在研究不足的印度人群中扩大基因组研究,以阐明疾病风险和医疗概况,最终实现精准医疗和减轻疾病负担的目标。
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引用次数: 0
Regulatory variation at serotonin receptor 1F (HTR1F) modulates arousals and risk for sleep apnea 血清素受体 1F (HTR1F) 的调节变异可调节唤醒和睡眠呼吸暂停的风险
Pub Date : 2024-08-29 DOI: 10.1101/2024.08.29.24312459
Satu Strausz, Martin Broberg, Samuel E Jones, Jukka Koskela, Tuomo Kiiskinen, FinnGen, Aarno Palotie, Tuula Palotie, Adel Bachour, Richa Saxena, Samuli Ripatti, Erik Abner, Hanna M. Ollila
Background Sleep apnea is a common sleep disorder affecting at least ten percent of the population. It is caused by lack of breathing during sleep, typically mediated by obstruction of airways or less frequently by misdirected central signals for breathing. The primary risk factor is a high body mass index (BMI), causing airway obstruction. However, understanding risk factors for sleep apnea in non-obese (BMI < 30) individuals requires further exploration.
背景 睡眠呼吸暂停是一种常见的睡眠障碍,至少影响 10% 的人口。睡眠呼吸暂停是由睡眠时呼吸不畅引起的,通常是由于气道阻塞或中枢呼吸信号误导所致。主要风险因素是体重指数(BMI)过高,导致气道阻塞。然而,了解非肥胖(体重指数为 30)人群睡眠呼吸暂停的风险因素还需要进一步探索。
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引用次数: 0
期刊
medRxiv - Genetic and Genomic Medicine
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