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Sex-stratified genetic regulators of cytokine production in the Dutch and Tanzanian populations. 荷兰和坦桑尼亚人群中细胞因子生产的性别分层遗传调控因子。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-18 DOI: 10.1016/j.xhgg.2026.100593
Caroline Amour, Raul Cetatean, Isis Ricano Ponce, Nick Keur, Godfrey S Temba, Vesla I Kullaya, Blandina T Mmbaga, Reginald Kavishe, Leo A B Joosten, Mihai G Netea, Quirijn de Mast, Collins K Boahen, Vinod Kumar

Differences in immune responses are observed between males and females, influenced by genetic, hormonal, and environmental factors. The sex-specific genetic effects on cytokine production however remain underexplored. This study aimed to identify sex-specific quantitative trait loci (QTLs) affecting cytokine production in response to diverse infectious antigens. We performed sex-stratified cytokine QTL (cQTLs) mapping in two population-based cohorts from Tanzania and the Netherlands. In the Tanzanian cohort, twelve genome-wide significant cytokine QTLs were identified, with seven observed in males and five in females. In the Dutch cohort, twelve genome-wide significant cQTLs were identified, with six cQTLs each in males and females. Colocalization analysis confirmed that all twelve genome-wide cQTLs from the Tanzanian cohort are sex-specific, while in the Dutch cohort ten genome-wide cQTL variants are modulated in a sex-specific manner. Furthermore, pathway and phenotype enrichment analyses linked the identified cQTL variants to relevant immune functions and sex-biased traits. Our study highlights the importance of sex-stratified genetic analyses when investigating the genetic basis of cytokine production in humans. We show that sex-specific cQTLs may underlie observed phenotypic differences between males and females and that accounting for such effects can inform the development of personalized medical treatments for sex-biased diseases.

受遗传、激素和环境因素的影响,男性和女性在免疫反应方面存在差异。然而,性别特异性基因对细胞因子产生的影响仍未得到充分研究。本研究旨在鉴定在不同感染性抗原反应中影响细胞因子产生的性别特异性数量性状位点(qtl)。我们在坦桑尼亚和荷兰的两个基于人群的队列中进行了性别分层的细胞因子QTL (cQTLs)定位。在坦桑尼亚队列中,鉴定了12个全基因组显著的细胞因子qtl,其中7个在男性中观察到,5个在女性中观察到。在荷兰队列中,鉴定了12个全基因组显著cqtl,男性和女性各有6个cqtl。共定位分析证实,来自坦桑尼亚队列的所有12个全基因组cQTL都是性别特异性的,而在荷兰队列中,10个全基因组cQTL变体以性别特异性的方式进行调节。此外,途径和表型富集分析将鉴定的cQTL变异与相关的免疫功能和性别偏倚性状联系起来。我们的研究强调了性别分层遗传分析在研究人类细胞因子产生的遗传基础时的重要性。我们表明,性别特异性cqtl可能是观察到的男性和女性之间表型差异的基础,对这种影响的解释可以为性别偏见疾病的个性化医学治疗的发展提供信息。
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引用次数: 0
Bayesian Mendelian Randomization methods for Index Trait Bias correction in subsequent trait genome-wide association studies. 在随后的性状全基因组关联研究中用于指数性状偏倚校正的贝叶斯孟德尔随机化方法。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-16 DOI: 10.1016/j.xhgg.2026.100592
Nimish Adhikari, Kathryn L Lunetta, David Gagnon, Gina M Peloso

Index-Trait bias (also called Index-Event Bias) can occur in genetic studies due to conditioning on incident trait, which can bias genetic associations with subsequent traits. We propose the use of two Bayesian Mendelian Randomization (MR) methods (Bayesian weighted MR [BWMR] and [MR-HORSE]) to correct index-trait bias in genome-wide association studies (GWAS) of subsequent traits. We compare these Bayesian MR methods to previously proposed methods for index-trait bias through a simulation study. We observe that BWMR has similar Type I error compared to using an inverse variance weighted MR (MR-IVW), weighted median MR (MR-WMED), and Dudbrige (MR-Egger), but has an inflated Type I error compared to SlopeHunter. MR-HORSE and Slopehunter have similar Type I errors for smaller correlations between incident and subsequent traits, however, MR-HORSE and Slopehunter have better controlled Type I error for a large negative correlation and large positive correlation, respectively. All methods have comparable power across correlations between incident and subsequent traits. We applied the methods to a GWAS of subsequent Acute Ischemic Stroke (AIS) or 3pt Major Adverse Cardiovascular Event (MACE) after an incident AIS event in the Million Veterans Program (MVP) and for Fasting Insulin (FI) adjusted for BMI, and we observed slight differences in the results between the methods. We observed that a single index trait bias correction method is not optimal across all scenarios, therefore applying multiple methods and checking for consistency between the estimates could provide an approach to determine the presence of and correction for index trait bias.

指数性状偏倚(Index-Trait bias,又称指数事件偏倚)在遗传研究中可能由于事件性状的条件作用而产生,从而对后续性状的遗传关联产生偏倚。我们建议使用两种贝叶斯孟德尔随机化(MR)方法(贝叶斯加权MR [BWMR]和MR- horse])来纠正后续性状的全基因组关联研究(GWAS)中的指标性状偏差。通过模拟研究,我们将这些贝叶斯MR方法与先前提出的指数-性状偏差方法进行了比较。我们观察到,与使用逆方差加权MR (MR- ivw)、加权中位数MR (MR- wmed)和dudbridge (MR- egger)相比,BWMR具有相似的I型误差,但与SlopeHunter相比,BWMR具有较大的I型误差。MR-HORSE和Slopehunter在事件和后续性状之间具有相似的I型误差,但MR-HORSE和Slopehunter分别具有较大的负相关和较大的正相关,具有较好的I型误差控制。所有的方法在事件和后续特征之间的相关性上都具有可比性。我们将这些方法应用于百万退伍军人计划(MVP)中发生AIS事件后的急性缺血性卒中(AIS)或3分严重心血管不良事件(MACE)的GWAS和经BMI调整的空腹胰岛素(FI),我们观察到两种方法之间的结果略有差异。我们观察到,单一指标性状偏差校正方法在所有情况下都不是最优的,因此,应用多种方法并检查估计之间的一致性可以为确定指标性状偏差的存在和校正提供一种方法。
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引用次数: 0
Breaking Barriers to Completing Genetic Testing for Inherited Breast Cancer among At-Risk Black Women Using a Community-Based Participatory Research Approach. 利用基于社区的参与性研究方法打破障碍,完成高危黑人妇女遗传性乳腺癌的基因检测。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-16 DOI: 10.1016/j.xhgg.2026.100591
Sarah H Choi, Sanjana Ramesh, Shanequa Reed, Georgina Menyah, Pamela Ganschow, Vida Henderson, Henry M Dunnenberger

National guidelines from the U.S. Preventive Services Task Force and the National Comprehensive Cancer Network recommend the use of family-health-history (FHH)-based risk assessment tools to guide genetic testing (GT) among women with an increased risk of inherited cancer and inform personalized cancer risk management. Prior research has focused on attitudes towards and decisions about initial uptake of GT in Black patients but little is known about the factors that impact the subsequent completion of GT after they have already provided consent. Using a community-based participatory research (CBPR) approach, we aimed to identify barriers and actionable strategies to improve GT completion offered through the Breast Health Assessment (BHA), an FHH screening tool administered at routine mammography visits. We conducted semi-structured interviews with 12 Black women who screened high-risk for inherited breast cancer and consented to GT through the BHA, but did not complete saliva sample collection. Thematic analysis revealed that lack of dedicated support throughout the BHA workflow emerged as a key obstacle to sample collection, whereas medical mistrust, shame, and limited knowledge were largely regarded as cultural barriers that had no impact on GT completion. Low utilization among participants reflected logistical challenges highlighting the need to evaluate multi-level implementation processes to better understand and address inequities in GT completion. Participants suggested implementing early educational outreach, culturally-relevant messaging, and interpersonal touchpoints to promote GT uptake. By applying a CBPR approach, we translated these findings into actionable, equity-focused strategies to improve GT completion within a population genetic screening program.

来自美国预防服务工作组和国家综合癌症网络的国家指南建议使用基于家族健康史(FHH)的风险评估工具来指导遗传癌症风险增加的妇女的基因检测(GT),并告知个性化的癌症风险管理。先前的研究主要集中在黑人患者对最初接受GT的态度和决定上,但对在他们已经同意后影响GT后续完成的因素知之甚少。采用基于社区的参与性研究(CBPR)方法,我们旨在通过乳腺健康评估(BHA)确定障碍和可操作的策略,以提高常规乳房x光检查中FHH筛查工具的GT完成度。我们对12名黑人女性进行了半结构化访谈,这些女性筛查了遗传性乳腺癌的高风险,并同意通过BHA进行GT,但没有完成唾液样本采集。专题分析显示,在整个BHA工作流程中缺乏专门的支持是样本收集的主要障碍,而医疗不信任、羞耻感和有限的知识在很大程度上被认为是文化障碍,对GT完成没有影响。参与者的低利用率反映了后勤方面的挑战,强调需要评估多层次的实施过程,以更好地了解和解决GT完成方面的不公平现象。与会者建议实施早期教育推广、与文化相关的信息传递和人际接触点,以促进GT的吸收。通过应用CBPR方法,我们将这些发现转化为可操作的、以股权为重点的策略,以提高群体遗传筛查项目中的GT完成度。
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引用次数: 0
Impaired retinoic acid receptor-γ signalling underlies a heritable form of urothelial keratinising squamous metaplasia. 受损的视黄酸受体-γ信号是遗传形式的尿路上皮角化鳞状化生的基础。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-13 DOI: 10.1016/j.xhgg.2026.100590
Kaya Fukushima, Nicole Avery, Jade Desjardins, Benjamin J Halliday, Zandra A Jenkins, Robert Porteous, Tim Morgan, Padmini Parthasarathy, Michael Lau, Michael W Vincent, Karen J Liu, Stephen R F Twigg, Stephen P Robertson

Keratinising desquamative squamous metaplasia (KDSM) of the urinary tract is typically a sporadic condition with unclear aetiology and treatment options. It is characterised by either a focal or widespread transition of normal urothelium of the bladder and ureters to a stratified squamous keratinising epithelium. Four individuals from three generations of a single family were ascertained with a likely autosomal dominant form of syndromic KDSM. Whole genome sequencing (WGS) was performed on three affected individuals and a truncating variant (RARG NM_000966.6:c.1237C>T; NP_000957.1:p.(Arg413*)) in the gene encoding Retinoic Acid Receptor gamma (RARγ) was identified to be segregating with the phenotype. The truncating variant does not destabilise the transcript or protein produced from this allele but instead predicts the loss of half of helix 12 of RARγ, leading to reduced responsiveness of the receptor to all-trans retinoic acid via a dominant negative mechanism. Mice heterozygous for the variant demonstrated upregulation of cytokeratin-10 in the bladder and ureteric epithelium consistent with keratinising squamous metaplasia of the urothelium. The implicated dominant negative mechanism reduces retinoic acid signalling via heterodimeric receptors that incorporate the variant γ subunit and indicates that this condition may be addressable with high dose retinoic acid receptor agonists.

尿路角化脱皮鳞状皮化生(KDSM)是一种典型的散发性疾病,其病因和治疗方案尚不清楚。它的特征是膀胱和输尿管的正常尿路上皮局灶性或广泛过渡到层状鳞状角质化上皮。从一个家庭三代的四个个体被确定为可能的常染色体显性形式综合征KDSM。全基因组测序(WGS)对3个受影响个体和一个截断变异(RARG NM_000966.6:c.1237C>T; NP_000957.1:p。(Arg413*))编码视黄酸受体γ (RARγ)的基因被鉴定为与表型分离。截断变体不会破坏该等位基因产生的转录物或蛋白质的稳定性,而是预测RARγ螺旋12的一半丢失,从而通过显性负性机制导致受体对全反式维甲酸的反应性降低。变异的杂合小鼠显示膀胱和输尿管上皮细胞角蛋白-10上调,与尿路上皮角质化鳞状化生一致。所涉及的显性负性机制通过包含变异γ亚基的异二聚体受体减少视黄酸信号传导,并表明这种情况可能通过高剂量视黄酸受体激动剂解决。
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引用次数: 0
Bi-allelic Variants in AP5Z1 and AP5B1 lead to retinal degeneration. AP5Z1和AP5B1的双等位基因变异导致视网膜变性。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-12 DOI: 10.1016/j.xhgg.2026.100584
Hafiz Muhammad Jafar Hussain, Meng Wang, Paul Yang, Behnoosh Tasharrofi, Yumei Li, Rebecca Lynn Clark, Emma Fale-Olsen, Grace Waldow, Mohammad Keramatipour, Mostafa Asadollahi, Mark E Pennesi, Rui Chen

Inherited retinal diseases (IRDs) comprise a diverse group of disorders that frequently lead to progressive vision impairment and blindness. Despite advances in genetic testing, a significant number of IRD cases remain genetically unsolved, often due to unidentified disease-associated genes or variants. This study aims to report additional cases for the newly discovered IRD genes of the AP5-complex. A comprehensive ophthalmological evaluation was performed for all patients, including retinal imaging (multimodal imaging), visual field testing and electroretinogram (ERG) testing. Whole genome and exome sequencing (WGS & WES) were performed for clinically unsolved IRD patients, and data were analyzed to identify underlying causal variants. The identified variants were subsequently validated using Sanger sequencing. Five unrelated patients from Europe and Iran were identified with a distinctive macular degeneration associated with bi- allelic variants in AP5Z1 (HGNC: 22197) and AP5B1 (HGNC: 25104), subunits of the vesicular fifth adaptor protein (AP-5) complex. AP-5 complex is the part of the intracellular trafficking machinery thought to be involved in cellular homeostasis and lysosomal functioning in the retinal pigment epithelium (RPE). The identification of bi-allelic variants in two proteins of AP-5 complex expand the characterization of AP-5 genes in sustaining and preserving normal macular function.

遗传性视网膜疾病(IRDs)包括一组不同的疾病,经常导致进行性视力损害和失明。尽管基因检测取得了进展,但大量的IRD病例在遗传上仍未得到解决,这通常是由于未识别的疾病相关基因或变异。本研究旨在报道ap5复合体新发现的IRD基因的其他病例。对所有患者进行全面的眼科评估,包括视网膜成像(多模态成像)、视野测试和视网膜电图(ERG)测试。对临床未解决的IRD患者进行全基因组和外显子组测序(WGS和WES),并分析数据以确定潜在的因果变异。鉴定的变异随后使用Sanger测序进行验证。来自欧洲和伊朗的5名无关患者被发现患有与AP5Z1 (HGNC: 22197)和AP5B1 (HGNC: 25104)双等位基因变异相关的独特黄斑变性,AP5Z1和AP5B1是水泡第五接头蛋白(AP-5)复合物的亚基。AP-5复合体是细胞内运输机制的一部分,被认为参与视网膜色素上皮(RPE)的细胞稳态和溶酶体功能。AP-5复合体的两种蛋白的双等位基因变异的鉴定扩展了AP-5基因在维持和保护正常黄斑功能中的特征。
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引用次数: 0
ASAH2 deficiency affects sphingolipid homeostasis and neuromotor control, causing a progressive neurological disorder. ASAH2缺乏影响鞘脂稳态和神经运动控制,导致进行性神经系统疾病。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-10 DOI: 10.1016/j.xhgg.2026.100587
Marcello Scala, Ranjan K Sahu, Mariasavina Severino, Monica Traverso, Michele Iacomino, Marina Pedemonte, Filippo Santorelli, Stefano Tozza, Federico Zara, Chiara Fiorillo, Hyung-Lok Chung

Sphingolipids are integral components of cell membranes and modulate cell survival, proliferation, and apoptosis. ASAH2 is a brain- and gut-enriched gene encoding the neutral N-acylsphingosine amidohydrolase 2, a poorly characterized member of the human ceramidase family. This enzyme plays a pivotal role in maintaining the sphingolipid homeostasis, which is crucial for neurogenesis and synaptic function in the central and peripheral nervous systems. In fact, a dysregulated sphingolipid metabolism is associated with progressive neurological conditions, including Alzheimer disease and Parkinson disease. Here, we report the identification of biallelic ASAH2 variants in an individual with a neurodevelopmental condition featuring cognitive impairment, neuropathy, ophthalmoplegia, and progressive cerebellar and extraocular muscles atrophy. Through exome sequencing, we identified very rare missense ASAH2 variants, predicted to be deleterious by in silico analyses. Muscle biopsy histopathologic evaluation revealed features suggestive of neuropathic damage. Lipidomic profiling revealed a hyper-accumulation of glucosylceramide in the subject's cells. Then, the functional investigation of the ASAH2 variants in Drosophila showed the production of an unstable protein and consistent loss-of-function neuromotor phenotypes. Our findings support ASAH2 as a candidate gene for a previously uncharacterized neurodevelopmental disorder with neuropathic features and progressive cerebellar atrophy, underscoring the important role of this ceramidase in human nervous systems.

鞘脂是细胞膜的组成部分,调节细胞的存活、增殖和凋亡。ASAH2是一种富含大脑和肠道的基因,编码中性n-酰基鞘氨酸氨基水解酶2,这是人类神经酰胺酶家族中一个特征不明显的成员。该酶在维持鞘脂稳态中起关键作用,对中枢和周围神经系统的神经发生和突触功能至关重要。事实上,神经鞘脂代谢失调与进行性神经系统疾病有关,包括阿尔茨海默病和帕金森病。在这里,我们报告了在一个神经发育状况的个体中发现双等位ASAH2变异,其特征是认知障碍、神经病变、眼麻痹以及进行性小脑和眼外肌萎缩。通过外显子组测序,我们发现了非常罕见的错义ASAH2变异,通过计算机分析预测其是有害的。肌肉活检组织病理学评估显示提示神经性损伤的特征。脂质组学分析显示受试者细胞中葡萄糖神经酰胺的过度积累。然后,对果蝇中ASAH2变异的功能研究显示,产生了一种不稳定的蛋白质和一致的功能丧失神经运动表型。我们的研究结果支持ASAH2作为一种具有神经病变特征和进行性小脑萎缩的神经发育障碍的候选基因,强调了这种神经酰胺酶在人类神经系统中的重要作用。
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引用次数: 0
"I Make My Own Decisions": Views on Precision Medicine Research Participation Decisions from Adults with Intellectual Disability. “我自己做主”:智障成人参与精准医学研究决策的看法
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-10 DOI: 10.1016/j.xhgg.2026.100589
Katherine E McDonald, Eulena Banzer, Mark Cooley, Rijul Singhal, Tawara D Goode, Krzysztof Kiryluk, Maya Sabatello

Autonomy is a leading indicator of well-being and a cornerstone principal of research ethics. Yet adults with intellectual disability are routinely denied autonomy in research settings, affecting participation and generalizability. To inform health research policy and practice, we conducted a national survey of 150 adults with intellectual disability to explore their views on autonomy and decision-making in precision medicine research (PMR), a leading area of health research. Participants expressed strong interest in participating in PMR and controlling their participation decisions, sometimes with support. Findings highlight the need for policies and practices that honor these interests and facilitate autonomy. Over time, such efforts can improve health outcomes for this underserved population.

自主性是幸福的主要指标,也是研究伦理的基石原则。然而,智力残疾的成年人通常在研究环境中被剥夺自主权,影响了参与和推广。为了向卫生研究政策和实践提供信息,我们对150名智力残疾成年人进行了全国调查,探讨他们对精准医学研究(PMR)自主和决策的看法。与会者对参与PMR和控制他们的参与决定表示强烈的兴趣,有时得到支持。调查结果强调需要制定尊重这些利益并促进自主的政策和做法。随着时间的推移,这些努力可以改善这些服务不足人群的健康状况。
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引用次数: 0
Biallelic Variants in RNU6ATAC Result in a Minor Spliceopathy Characterized by Transcriptome-Wide Minor Intron Retention Events and Short Stature with Variable Multisystem Manifestations. RNU6ATAC的双等位基因变异导致以转录组范围内的微小内含子保留事件和具有可变多系统表现的身材矮小为特征的轻微剪接病。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-09 DOI: 10.1016/j.xhgg.2026.100588
Rodrigo Mendez, Taylor M Arriaga, Jialan Ma, Devon E Bonner, Sara Emami, Rebecca J Levy, Afaf Alsagheir, Bader Alhaddad, Khadijah Bakur, Rachel A Ungar, Dena R Matalon, Alexander M Miller, Jonathan Nguyen, Kevin S Smith, Stuart A Scott, Linda Liao, Zena Ng, Shruti Marwaha, Alistair Ward, Danica Novacic, Fowzan S Alkuraya, Jonathan A Bernstein, Vijay S Ganesh, Anne O'Donnell-Luria, Stephen B Montgomery, Matthew T Wheeler

We report three individuals with biallelic variants in RNU6ATAC, which encodes the U6atac minor spliceosomal small nuclear RNA (snRNA), causing a multisystem minor spliceopathy. Through RNAseq analysis, we identified a distinctive excess of minor intron retention (MIR) in two unrelated individuals, which guided the identification of biallelic RNU6ATAC variants. The discovery cohort presented with variable multisystem manifestations. One individual presented with refractory epilepsy, microcephaly, developmental delay, ataxia, bilateral toe syndactyly, hypereosinophilia, and short stature, whereas the other exhibited failure to thrive, short stature, primary hypothyroidism, combined variable immunodeficiency, eosinophilic colitis, ichthyosis vulgaris, scoliosis, and chronic inflammatory demyelinating polyneuropathy without neurodevelopmental involvement. Despite organ-specific variation, both individuals displayed impaired growth and eosinophil-driven inflammation. Recently, we identified a third affected individual from an independent cohort whose phenotype bridges these features, combining microcephaly, growth failure with severe immunodeficiency, and skeletal abnormalities. The distinctive excess of MIR outliers in the discovery cohort supports minor spliceosome dysfunction, mirroring the molecular signature of RNU4ATAC-opathy. These findings nominate RNU6ATAC as a disease-associated gene, defining an expanded clinical spectrum of minor spliceopathies. Our study supports the power of integrating genomic and transcriptomic approaches for diagnosing splicing disorders and highlights the critical role of spliceosomal snRNAs in human disease.

我们报告了三例编码U6atac小剪接体小核RNA (snRNA)的RNU6ATAC双等位变异,导致多系统小剪接病。通过RNAseq分析,我们在两个不相关的个体中发现了明显过量的次要内含子保留(MIR),这指导了双等位基因RNU6ATAC变体的鉴定。发现队列呈现不同的多系统表现。一名患者表现为顽固性癫痫、小头畸形、发育迟缓、共济失调、双趾并趾、嗜酸性粒细胞过多和身材矮小,而另一名患者表现为发育不良、身材矮小、原发性甲状腺功能减退、合并变异性免疫缺陷、嗜酸性粒细胞性结肠炎、寻常性鱼鳞病、脊柱侧凸和慢性炎性脱髓鞘性多神经病变,但未涉及神经发育。尽管存在器官特异性差异,但两个人都表现出生长受损和嗜酸性粒细胞驱动的炎症。最近,我们从一个独立的队列中确定了第三个受影响的个体,其表型连接了这些特征,结合了小头畸形、生长衰竭伴严重免疫缺陷和骨骼异常。发现队列中MIR异常值的显著过剩支持轻微剪接体功能障碍,反映了rnu4atac -病变的分子特征。这些发现表明RNU6ATAC是一种疾病相关基因,定义了轻微剪接病的扩展临床谱。我们的研究支持整合基因组和转录组学方法诊断剪接疾病的力量,并强调剪接体snrna在人类疾病中的关键作用。
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引用次数: 0
A simple approach for multiple observations improves power to detect genetic effects and genomic prediction accuracy. 多重观察的简单方法提高了检测遗传效应和基因组预测准确性的能力。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-05 DOI: 10.1016/j.xhgg.2026.100586
Luke M Evans, Christopher H Arehart, Raine A Gibson, Grace I Bowman, Christopher R Gignoux

Many datasets, including widely used biobanks, have more than one observation of numerous phenotypes for at least a portion of their sample. The majority of GWAS utilize only a single observation per individual, even when more than one observation may be available, and apply a standard model in which the additive allelic effect being estimated is assumed to be constant across the age or time range in the sample. Here, we test a set of simple approaches to utilize multiple observations per individual, under this same assumption, to characterize effects on GWAS power, SNP-heritability, gene set enrichment, and polygenic prediction. We find that utilizing the mean or median of the available observations rather than a single observation improves power to detect associated loci and enriched gene sets and yields higher out-of-sample polygenic score prediction accuracy. Despite growing biobanks, many deeply phenotyped samples are relatively small but have multiple observations. While explicitly modeling age- or time-dependent genetic effects can add nuance to genetic studies and estimates, most GWAS apply a standard, additive-only model; a simple approach of using the mean or median can improve power by reducing "noise" in the phenotype, utilize standard, optimized software, and be particularly impactful for smaller samples, including samples of diverse genetic ancestry currently existing in widely used biobanks such as the UK Biobank and HRS.

许多数据集,包括广泛使用的生物银行,对至少一部分样本的多种表型进行了不止一次的观察。大多数GWAS只利用单个个体的观察结果,即使有多个观察结果可用,并应用标准模型,其中假定被估计的加性等位基因效应在样本的年龄或时间范围内是恒定的。在这里,我们测试了一组简单的方法,利用每个个体的多个观察,在相同的假设下,表征对GWAS功率、snp遗传力、基因集富集和多基因预测的影响。我们发现,利用现有观测值的平均值或中位数,而不是单个观测值,可以提高检测相关位点和富集基因集的能力,并产生更高的样本外多基因评分预测精度。尽管生物库不断增长,但许多深度表型样本相对较小,但具有多种观察结果。虽然明确地模拟年龄或时间相关的遗传效应可以为遗传研究和估计增加细微差别,但大多数GWAS应用的是标准的、仅加性的模型;使用平均值或中位数的简单方法可以通过减少表型中的“噪声”来提高功率,使用标准的、优化的软件,并且对较小的样本特别有效,包括目前广泛使用的生物银行(如UK Biobank和HRS)中存在的不同遗传祖先的样本。
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引用次数: 0
Epigenome-wide association study of blood proteome in the Atherosclerosis Risk in Communities study. 社区动脉粥样硬化风险中血液蛋白质组的全表观基因组关联研究。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2026-03-03 DOI: 10.1016/j.xhgg.2026.100585
Yang Li, Aditya Surapaneni, Zulema Rodriguez-Hernandez, Pascal Schlosser, Eugene P Rhee, Eric Boerwinkle, Bing Yu, Megan L Grove, Kelly V Ruggles, Josef Coresh, Morgan Grams

Characterizing the relationship between DNA methylation and circulating proteins is critical to understanding the epigenetic regulation of the human plasma proteome. Here, we performed an epigenome-wide association study of 5,032 circulating proteins in 1,449 White and 315 Black participants from the Atherosclerosis Risk in Communities cohort. We identified 12,500 significant protein quantitative trait methylation (pQTM)-protein associations involving 1,647 proteins. Among 7,796 unique pQTMs, 14.7% were classified as cis-pQTMs, which were enriched for fundamental cellular processes, whereas trans-pQTMs were predominantly linked to immune-related functions. Trans-pQTMs also exhibited stronger associations with demographic, lifestyle, and clinical traits as compared with cis-pQTMs. We identified proteins such as GM2A and EPHB6, whose expression appears to be strongly associated with DNA methylation, suggesting potential as targets for epigenetic-based therapeutic interventions. These findings demonstrate the extensive impact of DNA methylation on the circulating proteome through cis- and trans-regulatory mechanisms and underscore the influence of population-level traits on epigenetic regulation. These findings highlight a broad impact of DNA methylation on circulating proteins through both cis- and trans-regulatory mechanisms and the roles of population-level phenotypes.

描述DNA甲基化和循环蛋白之间的关系对于理解人类血浆蛋白质组的表观遗传调控至关重要。在这里,我们对来自社区动脉粥样硬化风险(ARIC)队列的1449名白人和315名黑人参与者的5032种循环蛋白进行了全表观基因组关联研究(EWAS)。我们鉴定了12500个显著的蛋白质数量性状甲基化(pQTM)-蛋白质关联,涉及1647个蛋白质。在7796个独特的pQTMs中,14.7%被归类为顺式pQTMs,这些pQTMs富集于基本的细胞过程,而反式pQTMs主要与免疫相关功能相关。与顺式pqtms相比,Trans-pQTMs与人口学、生活方式和临床特征也表现出更强的相关性。我们发现GM2A和EPHB6等蛋白的表达似乎与DNA甲基化密切相关,这表明它们有可能成为基于表观遗传学的治疗干预的靶点。总之,这些发现证明了DNA甲基化通过顺式和反式调控机制对循环蛋白质组的广泛影响,并强调了群体水平性状对表观遗传调控的影响。这些发现强调了DNA甲基化通过顺式和反式调节机制对循环蛋白的广泛影响以及群体水平表型的作用。
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