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Unbiased human genomic characterization of polyglutamine disorder genes to guide biological understanding and therapeutic strategies. 无偏见的人类基因组特征的多谷氨酰胺障碍基因,以指导生物学认识和治疗策略。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-17 DOI: 10.1016/j.xhgg.2025.100547
Kevin Lucy Namuli, Britt I Drögemöller, Galen E B Wright

Polyglutamine (polyQ) disorders, such as Huntington disease (HD) and several spinocerebellar ataxias, are severe neurological disorders caused by glutamine codon repeat expansions. These conditions lack effective treatments, with therapeutic research focused on pathogenic gene knockdown. This investigation aimed to profile these genes using diverse human genomic data to inform therapeutic strategies by identifying new biology and assessing the potential on-target effects of knocking down these genes. We conducted an unbiased phenome-wide study to identify human traits and diseases linked to polyQ disorder genes (Open Targets L2G > 0.5). Network analyses explored shared trait associations and overlapping biological processes among these genes. Lastly, we assessed the theoretical druggability of polyQ disorder genes using recently identified features predictive of clinical trial success and compared them with repeat expansion (HD) modifier genes. Our analyses identified 215 human phenotype/polyQ disorder gene associations from 3,095 studies, indicating potential adverse effects from gene knockdown. Shared trait associations among genes suggested overlapping biological processes despite distinct functions. Drug target profile analysis revealed increased safety concerns due to genomic features (i.e., constraint, molecular interactions, and tissue specificity) for polyQ disorder genes, particularly ATN1, ATXN1, ATXN7, and HTT. PolyQ disorder genes also showed significantly more safety-related risks than HD genetic modifier genes (p = 7.03 × 10-3). In conclusion, our analyses emphasize the pleiotropic nature of polyQ disorder genes, highlighting their potential risks as drug targets. These findings reinforce the importance of exploring alternative therapeutic strategies, such as targeting genetic modifier genes, as well as allele-selective approaches, to mitigate these challenges.

多谷氨酰胺(polyQ)疾病,如亨廷顿病(HD)和几种脊髓小脑共济失调,是由谷氨酰胺密码子重复扩增引起的严重神经系统疾病。这些疾病缺乏有效的治疗方法,治疗研究主要集中在致病基因的敲除上。本研究旨在利用不同的人类基因组数据分析这些基因,通过识别新的生物学和评估敲除这些基因的潜在靶效应,为治疗策略提供信息。我们进行了一项无偏见的全现象研究,以确定与多q障碍基因相关的人类特征和疾病(Open Targets L2G>0.5)。网络分析探讨了这些基因之间的共同性状关联和重叠的生物学过程。最后,我们利用最近发现的预测临床试验成功的特征评估了多q疾病基因的理论可药物性,并将它们与重复扩增(HD)修饰基因进行了比较。我们的分析从3095项研究中确定了215个人类表型/多q障碍基因关联,表明基因敲低可能产生不利影响。基因之间的共同特征关联表明,尽管功能不同,但生物过程重叠。药物靶谱分析显示,由于多q疾病基因的基因组特征(即约束、分子相互作用和组织特异性),特别是ATN1、ATXN1、ATXN7和HTT,安全性问题增加。多q障碍基因的安全相关风险也明显高于HD基因修饰基因(P=7.03x10-3)。总之,我们的分析强调了多q障碍基因的多效性,强调了它们作为药物靶点的潜在风险。这些发现加强了探索替代治疗策略的重要性,例如靶向遗传修饰基因,以及等位基因选择方法,以减轻这些挑战。
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引用次数: 0
Unexpectedly high levels of normally spliced transcripts from the pathogenic SLC10A7 alleles in a recessive form of skeletal dysplasia. 在隐性形式的骨骼发育不良中,来自致病性SLC10A7 c.722-16A>G/ c.472-1G>T等位基因的正常剪接转录物出乎意料地高水平。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-12 DOI: 10.1016/j.xhgg.2025.100545
Xing-Chen Zhao, Zhen-Cong Zhang, Wen-Lin Ye, Yong-Yu Ye, Lu-Tong Wang, Xiao-Qing Zheng, Yun-Bing Chang, Chong Chen

Bi-allelic loss-of-function (LoF) variants in SLC10A7 cause short stature, amelogenesis imperfecta, and skeletal dysplasia with scoliosis (SSASKS). Here, we report findings from an individual of Chinese ancestry with SSASKS carrying compound heterozygous splice-altering SLC10A7 variants: a previously reported pathogenic variant (NM_001029998.6:c.722-16A>G, paternal) and a de novo splice site variant (NM_001029998.6:c.472-1G>T, maternal). In silico predictions, minigene assays, and analyses of RNA and protein from the affected individual revealed that c.472-1G>T causes in-frame exon 7 skipping and c.722-16A>G induces out-of-frame exon 9 skipping. RNA sequencing of blood-derived cells showed that ∼32% residual SLC10A7 function in the affected individual, consistent with the 43% protein accumulation observed by western blot analysis of muscle tissue. These findings indicate that a previously presumed complete LoF allele instead results in partial LoF, prompting a refinement of the genotype-phenotype framework for SLC10A7-related SSASKS. This study highlights the challenges of predicting partial LoF effects, the value of RNA and protein analyses from affected individual-derived tissues, and the importance of distinguishing partial from complete LoF variants in the diagnosis and counseling of recessive disorders.

SLC10A7的双等位基因功能丧失(LoF)变异导致身材矮小、淀粉性发育不全和脊柱侧凸(SSASKS)的骨骼发育不良。在这里,我们报告了来自中国血统的SSASKS个体的发现,该个体携带复合杂合剪接改变SLC10A7变异体:先前报道的致病变异体(NM_001029998.6:c。722-16A>G,父系)和一个全新的剪接位点变体(NM_001029998.6:c。472 - 1 - g > T,孕产妇)。计算机预测、微基因分析以及来自受影响个体的RNA和蛋白质分析显示,c.472-1G>T引起框内外显子7跳变,c.722-16A>G引起框外外显子9跳变。血源性细胞的RNA测序显示,受影响个体中有~ 32%的残留SLC10A7功能,这与肌肉组织的Western blot分析观察到的43%的蛋白质积累一致。这些发现表明,先前假设的完全LoF等位基因反而导致部分LoF,这促使对slc10a7相关ssask的基因型-表型框架进行改进。这项研究强调了预测部分LoF效应的挑战,来自受影响个体来源组织的RNA和蛋白质分析的价值,以及区分部分LoF和完全LoF变体在隐性疾病诊断和咨询中的重要性。
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引用次数: 0
Inherited genetic risk in stillbirth: A shared genomic segments analysis of high-risk pedigrees. 死产的遗传风险:高风险家系的共享基因组片段分析。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-12 DOI: 10.1016/j.xhgg.2025.100546
Tsegaselassie Workalemahu, Michael J Madsen, Sarah Lopez, Jessica M Page, Nathan R Blue, Cecile Avery, Rob Sargent, Zhe Yu, Emily Guinto, D Ware Branch, Susannah Leisher, Lynn B Jorde, Aaron Quinlan, Hilary Coon, Michael W Varner, Claire T Roberts, Deborah W Neklason, Nicola J Camp, Robert M Silver

Stillbirth is a devastating adverse pregnancy outcome affecting 2 million pregnancies worldwide. Although an etiology may be found in some stillbirths, one-third remain unexplained. Stillbirth clusters in families and few underlying inherited genes associated with stillbirth are known. Well-characterized family-based studies may aid in identifying genetic contributors to unexplained stillbirth. Using the Utah Population Database, we defined pedigrees with high familial risk of stillbirth. Comprehensive phenotyping with review of primary medical records was conducted to identify stillbirth cases without identifiable causes. We generated whole-genome sequencing in seven stillborn placentas from three pedigrees. We performed shared genomic segments analysis to identify evidence for segregating haplotypes shared by the stillbirths to provide evidence for inherited risk. A region at 15q26.3 was identified in two independent pedigrees with genome-wide significance in both (a 1.2 Mb segment shared by two stillbirths in pedigree A, and a 1.8 Mb segment shared by two stillbirths in pedigree B). Four other regions reached genome-wide significance in single pedigrees at 16p13.13-p13.12, 9p13.3-p13.1, and 6p22.2-p22.1 (shared by the same two stillbirths in pedigree B), and a 0.8 Mb segment at 14q.32.2 shared by three stillbirths in pedigree C. The identified regions are implicated in in utero and postnatal development, pregnancy loss, and infertility. We identified evidence for inherited risk loci in stillbirth placental genes that are implicated in in utero and postnatal development, pregnancy loss, and infertility. Identification of inherited genes in stillbirth risk may provide therapeutic targets for prevention and treatment to improve pregnancy outcomes.

死胎是一种毁灭性的不良妊娠结果,影响着全世界200万例妊娠。虽然在一些死产中可以找到病因,但仍有三分之一无法解释。家族中的死产集群和与死产相关的一些潜在遗传基因是已知的。特征明确的基于家庭的研究可能有助于确定原因不明的死产的遗传因素。使用犹他州人口数据库,我们定义了具有高死产家族风险的谱系。综合表型与审查的主要医疗记录,以确定死产病例没有明确的原因。我们对来自三个家系的七个死产胎盘进行了全基因组测序。我们进行了共享基因组片段分析,以确定死产共享的单倍型分离的证据,为遗传风险提供证据。在两个独立的家系中发现了15q26.3的一个区域,在两个家系中都具有全基因组意义(家系A中两个死胎共有1.2 Mb的片段,家系B中两个死胎共有1.8 Mb的片段)。在单个家系中,16p13.13-p13.12、9p13.3-p13.1和6p22.2-p22.1这四个区域具有全基因组意义(谱系B中相同的两个死胎共有),谱系c中三个死胎共有14q32.2的0.8 Mb片段。这些区域与子宫内和产后发育、妊娠丢失和不孕有关。我们确定了死产胎盘基因中遗传风险位点的证据,这些基因与子宫内和产后发育、妊娠丢失和不孕有关。鉴定死产风险的遗传基因可能为预防和治疗提供治疗靶点,以改善妊娠结局。
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引用次数: 0
A national biobank framework for rare diseases: Standardized infrastructure and cross-institutional collaboration accelerating translational innovation in China. 国家罕见病生物库框架:标准化基础设施和跨机构合作加速中国转化创新。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-11 DOI: 10.1016/j.xhgg.2025.100544
Weida Liu, Ye Jin, Yaran Zhang, Anqi Wang, Yiying Chen, Fangyuan Li, Kun Zhao, Ruirui He, Dan Guo, Shuyang Zhang

Rare diseases (RDs) collectively affect >400 million people worldwide, but fragmented infrastructure and biospecimen scarcity impede progress. China's heterogeneous healthcare landscape magnifies these challenges. Since 2016, Peking Union Medical College Hospital (PUMCH) RD Biobank has pioneered a scalable model integrating 446 institutions via national networks, and setup Quality Management System since 2019 with the ISO 20387:2018, that received accreditation in 2022. Our secure digital platform standardizes biospecimen protocols (acquisition/processing/storage) and enables ethical data/specimen sharing through auditable Material Transfer Agreements/Data Use Agreements. Among 49,759 enrolled patients, 73.13% were diagnosed, while 26.87% were undiagnosed, with pediatric cases (50.75%) and males (52.39%) predominating. Phenotypic analysis showed 78.51% single-system versus 21.20% multisystem involvement. Top diagnoses included congenital scoliosis and progressive muscular dystrophy. Specimen diversity revealed system-specific patterns: musculoskeletal/nervous/sensory systems linked to multiple specimen types; immune/genitourinary to fluids; cardiovascular/neoplastic to derivatives; endocrine uniquely to tissues. Nucleic acids (93.4%) and blood specimens (21.4%) formed core resources, while induced pluripotent stem cells/organoids prioritized for cardiovascular/neoplastic RDs enable functional validation. This framework transcends biospecimen fragmentation by uniting clinical, molecular, and institutional dimensions. It demonstrates how centralized governance and interoperable systems can accelerate RD research globally. By transforming isolated data into collaborative discovery engines, we provide a blueprint for converting RD challenges into precision diagnostics and therapies, which are urgently needed for the millions of individuals worldwide who remain undiagnosed.

罕见病(RDs)总共影响全世界4亿人,但基础设施不完整和生物标本稀缺阻碍了进展。中国多样化的医疗格局放大了这些挑战。自2016年以来,北京协和医院(PUMCH)研发生物库通过ISO 20387:2018认证,率先通过国家网络整合了446家机构的可扩展模式。我们的安全数字平台标准化生物标本协议(采集/处理/存储),并通过可审计的mta / dua实现道德数据/标本共享。49759例入组患者中,确诊73.13%,未确诊26.87%,以儿科(50.75%)和男性(52.39%)为主。表型分析显示78.51%的单系统和21.20%的多系统参与。诊断最多的是先天性脊柱侧凸和进行性肌肉萎缩症。标本多样性揭示了系统特异性模式:与多种标本类型相关的肌肉骨骼/神经/感觉系统;免疫/泌尿生殖系统对液体;心血管/肿瘤到衍生物;内分泌对组织来说是独一无二的。核酸(93.4%)和血液标本(21.4%)是核心资源,而优先用于心血管/肿瘤rd的iPSCs/类器官能够进行功能验证。该框架通过结合临床、分子和机构维度超越了生物标本碎片化。它展示了集中治理和互操作系统如何能够加速全球的研发研究。通过将孤立的数据转化为协作发现引擎,我们提供了将研发挑战转化为精确诊断和治疗的蓝图,这是全球数百万未被诊断的人迫切需要的。
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引用次数: 0
Exon-skipping due to bi-allelic splice site mutations in the neurodevelopmental disease gene LNPK. 神经发育疾病基因LNPK中双等位剪接位点突变引起的外显子跳变。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-06 DOI: 10.1016/j.xhgg.2025.100543
Rose M Doss, Sara A Wirth, Jonathan W Pitsch, Caroline M Dias, Andrea L Gropman, Martin W Breuss

Homozygous loss-of-function mutations in LNPK, the gene encoding the endoplasmic reticulum-associated protein lunapark, have previously been linked to an autosomal recessive neurodevelopmental syndrome. Here, we describe an individual harboring compound heterozygous predicted splice site mutations with an overall matching phenotype. In cultured fibroblasts, these mutations result in a dearth of transcript and severe loss of protein, thereby establishing their likely pathogenicity. The underlying reduction in gene expression is due to the activation of the nonsense-mediated decay (NMD) pathway as a consequence of exon skipping rather than intron retention, leading to aberrant transcripts. We further demonstrate that cells from the affected individual and her mother exhibit a significant increase in transcript compared with a control cell line when treated with an inhibitor of NMD, suggesting potential genetic compensation. Together, this report describes disease-causing variants in LNPK and reveals their impact on transcription and mRNA stability.

LNPK(编码内质网相关蛋白lunapark的基因)的纯合子功能丧失突变与常染色体隐性神经发育综合征有关。在这里,我们描述了一个具有整体匹配表型的化合物杂合预测剪接位点突变的个体。在培养成纤维细胞中,这些突变导致转录物缺乏和严重的蛋白质缺失,从而确定了它们可能的致病性。基因表达的潜在减少是由于外显子跳跃而不是内含子保留激活了无义介导的衰变(NMD)途径,导致转录本异常。我们进一步证明,与对照细胞系相比,来自受影响个体及其母亲的细胞在使用NMD抑制剂处理后,转录物显著增加,表明可能存在遗传补偿。总之,本报告描述了LNPK的致病变异,并揭示了它们对转录和mRNA稳定性的影响。
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引用次数: 0
CUL1 variants cause severe neurodevelopmental disorders: Insights from human genetics and a zebrafish model of microcephaly. CUL1变异引起严重的神经发育障碍:来自人类遗传学和小头畸形斑马鱼模型的见解。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-11-04 DOI: 10.1016/j.xhgg.2025.100542
Haoling Xu, Zhen Liu, Fadi F Hamdan, Shengnan Wu, Mei He, Dan Wang, Hu Pan, Juanli Hu, Yiqiao Chen, Jacques L Michaud, Berge A Minassian, Jing Duan, Jianxiang Liao, Jinping Su, Sainan Hu, Yin Peng, Qinyong Ye, Li Chen

Microcephaly is a neurodevelopmental anomaly characterized by reduced head circumference and impaired brain growth, often accompanied by intellectual disability (ID), developmental delays, and seizures. While numerous genes have been implicated in microcephaly, the role of the SCF (Skp1-Cul1-F-box protein) ubiquitin ligase complex, particularly its core component CUL1, remains poorly understood. In this study, we identified heterozygous de novo and inherited variants in the CUL1 gene in four unrelated families with severe microcephaly, ID, and developmental delays. To investigate the functional consequences of CUL1 loss of function, we developed a zebrafish model with knockdown of cul1a&b, which exhibited significant reductions in central nervous system size and behavioral defects, mirroring the clinical phenotypes observed in patients. These findings establish CUL1 as a novel gene associated with severe neurodevelopmental disorders (NDDs) and highlight its critical role in brain development. Our study provides genotype-phenotype correlations for CUL1 in NDDs, expanding the genetic spectrum of disorders linked to the SCF complex and underscoring its importance in neurodevelopment.

小头畸形是一种神经发育异常,其特征是头围减小和大脑发育受损,通常伴有智力障碍(ID)、发育迟缓和癫痫发作。虽然许多基因与小头症有关,但SCF (Skp1-Cul1-F-box蛋白)泛素连接酶复合物的作用,特别是其核心成分CUL1的作用仍然知之甚少。在这项研究中,我们在四个不相关的家庭中发现了CUL1基因的杂合新生和遗传变异,这些家庭患有严重的小头畸形、ID和发育迟缓。为了研究CUL1功能丧失的功能后果,我们开发了cul1a和b基因敲低的斑马鱼模型,其中枢神经系统大小和行为缺陷显着减少,反映了在患者中观察到的临床表型。这些发现证实了CUL1是一个与严重神经发育障碍(ndd)相关的新基因,并强调了它在大脑发育中的关键作用。我们的研究提供了CUL1在ndd中的基因型-表型相关性,扩大了与SCF复合物相关的疾病的遗传谱,并强调了其在神经发育中的重要性。
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引用次数: 0
Resolving SLC6A1 variable expressivity with deep clinical phenotyping and Drosophila models. 用深度临床表型和果蝇模型分析SLC6A1变量的表达性。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-10-31 DOI: 10.1016/j.xhgg.2025.100541
Kristy L Jay, Nikhita Gogate, Paige I Hall, Kimberly M Ezell, Jonathan C Andrews, Sharayu V Jangam, Hongling Pan, Kelvin Pham, Ryan German, Vanessa Gomez, Emily Jellinek-Russo, Eric A Storch, Shinya Yamamoto, Oguz Kanca, Hugo J Bellen, Herman A Dierick, Joy D Cogan, John A Phillips, Rizwan Hamid, Thomas Cassini, Lynette Rives, Sumit Pruthi, Hua-Chang Chen, Jennifer E Posey, Michael F Wangler

Variants in SLC6A1 result in a rare neurodevelopmental disorder characterized by a variable clinical presentation of symptoms including developmental delay, epilepsy, motor dysfunction, and autism spectrum disorder. SLC6A1 haploinsufficiency has been confirmed as the predominant pathway of SLC6A1-related neurodevelopmental disorder (SLC6A1-NDD); however, the molecular mechanism underlying the variable clinical presentation remains unclear. Here, through work of the Undiagnosed Diseases Network, we identify an individual with an inherited p.A334S variant of uncertain significance. To resolve this variant and better understand the variable expressivity associated with SLC6A1, we assess the phenotypes of the proband in comparison with a cohort of 13 individuals diagnosed with SLC6A1-NDD. We then create an allelic series in Drosophila melanogaster to functionally characterize these variants. Informatic clustering based on these clinical findings points to significant clinical overlap between the unsolved individual and confirmed SLC6A1-NDD. We confirm phenotypes in flies expressing SLC6A1 variants consistent with a partial loss-of-function mechanism. We conclude that the p.A334S variant is a hypomorphic allele and begin to elucidate the underlying variability in SLC6A1-NDD. These insights will inform clinical diagnosis, prognosis, intervention, and inform therapeutic design for those living with SLC6A1-NDD.

SLC6A1的变异导致一种罕见的神经发育障碍,其特征是临床表现不一,包括发育迟缓、癫痫、运动功能障碍和自闭症谱系障碍。SLC6A1单倍体功能不全已被证实是SLC6A1相关神经发育障碍(SLC6A1- ndd)的主要途径,然而,其不同临床表现的分子机制尚不清楚。在这里,通过未确诊疾病网络的工作,我们确定了一个具有不确定意义的遗传p.(A334S)变异的个体。为了解决这一变异并更好地了解与SLC6A1相关的可变表达性,我们评估了先证者的表型,并与13名被诊断为SLC6A1- ndd的个体进行比较。然后,我们在黑腹果蝇中创建了一个等位基因系列,以功能上表征这些变体。基于这些临床表现的信息聚类指出,未解决的个体与确诊的SLC6A1-NDD之间存在显著的临床重叠。我们证实了表达SLC6A1变异的果蝇的表型与部分功能丧失机制一致。我们得出结论,p.(A334S)变异是一种次胚等位基因,并开始阐明SLC6A1-NDD的潜在变异性。这些见解将为SLC6A1-NDD患者的临床诊断、预后、干预和治疗设计提供信息。
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引用次数: 0
Multi-trait genome-wide analysis identified risk loci and candidate drugs for heart failure. 多性状全基因组分析确定了心力衰竭的风险位点和候选药物。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-10-29 DOI: 10.1016/j.xhgg.2025.100540
Zhengyang Yu, Maohuan Lin, Zhanyu Liang, Bozhen Ren, Ying Yang, Xiaoling Lin, Huiling Liu, Yangxin Chen, Kaida Ning, Li C Xia

Heart failure (HF) is a common cardiovascular syndrome that poses significant morbidity and mortality risks. While genome-wide association studies reporting on HF abound, its genetic etiology remains poorly elucidated, primarily due to its inherent polygenic nature. Furthermore, these genetic insights have not been fully leveraged to develop effective primary treatment strategies for HF. In this study, we conducted a large-scale integrated multi-trait analysis using European ancestry genome-wide association study summary statistics of coronary artery disease and HF, involving nearly 2 million samples to identify risk loci associated with HF. Seventy-two loci were identified for HF using MTAG, of which 58 were supported in the replication phase. Transcriptome association analysis revealed 215 HF risk genes, including EDNRA and FURIN. Pathway enrichment analysis of risk genes revealed their enrichment in pathways closely related to HF, such as response to endogenous stimulus (adjusted p = 8.83 × 10-3), phosphate-containing compound metabolic process (adjusted p = 1.91 × 10-2), myofibroblast differentiation (adjusted p = 4.26 × 10-2), and regulation of muscle adaptation (adjusted p = 4.96 × 10-2). Single-cell analysis indicated significant enrichments of these genes in smooth muscle cells, fibroblasts of cardiac tissue, and cardiac endothelial cells. Additionally, our analysis of HF risk genes identified 81 potential drugs for further pharmacological evaluation. These findings provide insights into the genetic determinants of HF, highlighting MTAG-identified genetic loci as potential interventional targets for HF treatment, with significant implications for public health and clinical practice.

心力衰竭(HF)是一种常见的心血管综合征,具有显著的发病率和死亡率风险。虽然全基因组关联研究大量报道心衰,但其遗传病因仍不清楚,主要是由于其固有的多基因性质。此外,这些遗传见解尚未被充分利用来制定有效的心衰初级治疗策略。在这项研究中,我们使用欧洲血统的冠状动脉疾病和心衰的GWAS汇总统计数据进行了大规模的综合多性状分析,涉及近200万个样本,以确定与心衰相关的风险位点。使用MTAG鉴定了72个HF位点,其中58个在复制阶段得到支持。转录组关联分析显示215个HF危险基因,包括EDNRA和FURIN。通路富集分析显示,在内源性刺激反应(调整P = 8.83×10-3)、含磷酸盐化合物代谢过程(调整P = 1.91×10-2)、肌成纤维细胞分化(调整P = 4.26×10-2)、肌肉适应调节(调整P = 4.96×10-2)等与HF密切相关的通路中,风险基因富集。单细胞分析表明,这些基因在平滑肌细胞、心脏组织成纤维细胞和心脏内皮细胞中显著富集。此外,我们对HF风险基因的分析确定了81种潜在的药物,可供进一步的药理学评估。这些发现为HF的遗传决定因素提供了见解,突出了mtag识别的遗传位点作为HF治疗的潜在介入靶点,对公共卫生和临床实践具有重要意义。
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引用次数: 0
Discovery of disease-associated cellular states using ResidPCA in single-cell RNA and ATAC sequencing data. 利用ResidPCA在单细胞RNA和ATAC测序数据中发现疾病相关的细胞状态。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-10-27 DOI: 10.1016/j.xhgg.2025.100538
Shaye Carver, Kodi Taraszka, Stefan Groha, Alexander Gusev

To advance understanding of cellular heterogeneity in disease from single-cell sequencing data, we introduce residual principal-component analysis (ResidPCA), a robust method for identifying cell states that explicitly models cell-type heterogeneity. In simulations, ResidPCA achieved more than 4-fold higher accuracy than conventional PCA and over 3-fold higher accuracy than non-negative matrix factorization (NMF)-based methods in detecting states expressed across multiple cell types. Applied to single-cell RNA sequencing of light-stimulated mouse visual cortex cells, ResidPCA captured stimulus-driven variability with an accuracy more than 5-fold higher than NMF-based approaches. In single-nucleus datasets from an Alzheimer disease cohort, ResidPCA identified 44 chromatin accessibility-based states from single-nucleus ATAC-seq (snATAC-seq) and 42 transcriptional states from single-nucleus RNA-seq. Thirty snATAC-seq states were significantly enriched for Alzheimer disease heritability, often more so than established cell types such as microglia. The snATAC-seq state most significantly enriched for heritability further elucidates a recently implicated neuron-oligodendrocyte-microglial mechanistic axis, linking early amyloid production in neurons and oligodendrocytes with later microglial activation and immune response. These results highlight the ability of ResidPCA to uncover previously hidden biological variation in single-cell data and reveal disease-relevant cell states.

为了从单细胞测序数据中进一步了解疾病中的细胞异质性,我们引入了残差主成分分析(ResidPCA),这是一种识别细胞状态的强大方法,可以明确地模拟细胞类型异质性。在模拟中,在检测跨多种细胞类型表达的状态时,ResidPCA的准确率比传统的主成分分析(PCA)高出四倍以上,比基于非负矩阵分解(NMF)的方法高出三倍以上。应用于光刺激小鼠视觉皮层细胞的单细胞RNA测序(scRNA-seq), ResidPCA捕获刺激驱动的变异性的准确性比基于nmf的方法高出5倍以上。在来自阿尔茨海默病队列的单核数据集中,ResidPCA从单核ATAC-seq (snATAC-seq)中鉴定出44个基于染色质可及性的状态,从单核RNA-seq (snRNA-seq)中鉴定出42个转录状态。30个snac -seq状态显著富集阿尔茨海默病的遗传性,通常比已建立的细胞类型(如小胶质细胞)更丰富。遗传力最显著富集的snATAC-seq状态进一步阐明了最近涉及的神经元-少突胶质细胞-小胶质机制轴,将神经元和少突胶质细胞的早期淀粉样蛋白产生与后来的小胶质活化和免疫反应联系起来。总之,这些结果突出了ResidPCA揭示单细胞数据中先前隐藏的生物变异和揭示疾病相关细胞状态的能力。
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引用次数: 0
Detailed assessment of rare and common TERT variation in a family with a telomere biology disorder. 端粒生物学障碍家族中罕见和常见TERT变异的详细评估。
IF 3.6 Q2 GENETICS & HEREDITY Pub Date : 2025-10-25 DOI: 10.1016/j.xhgg.2025.100536
Logan P Zeigler, Oscar Florez-Vargas, Burak Altintas, Marena R Niewisch, Weiyin Zhou, Neelam Giri, Maryam Rafati, Michael Poeschla, Vijay G Sankaran, Tsung-Po Lai, Abraham Aviv, Kristine Jones, Wen Luo, Jia Liu, Lisa J McReynolds, Tianna Zhao, Ludmila Prokunina-Olsson, Sharon A Savage

Telomere biology disorders (TBDs) are caused by rare pathogenic variants in telomere maintenance genes and often present with variable penetrance of multi-organ system manifestations. We evaluated a family with 14 individuals heterozygous for TERT c.2591T>C (p.L864P) and 13 non-carriers. TRAP assays showed that p.L864P causes a complete loss of telomerase activity. Carriers had shorter lymphocyte telomeres than non-carriers. Carriers presented different TBD manifestations, but had similar telomere length (TL) distributions, suggesting variable penetrance and possible genetic anticipation. Somatic TERT promoter mutations were detected in four carriers aged >50 years (variant allele fractions <4% in three and 18%-19% in one). Exome sequencing did not identify other variants of interest. Although not statistically significant, polygenic scores derived from common TL-associated genetic variation were lower in c.2591T>C carriers with more TBD clinical manifestations. Alleles associated with alternative TERT splicing, VNTR6-1-Long and rs10069690-T, co-segregated with c.2591T>C. This haplotype was associated with a reduction in TL Z score (β = -1.81, p < 0.0001). Another haplotype, c.2591T, VNTR6-1-Long, and rs10069690-T, demonstrated an independent reduction of TL Z score (β = -0.84, p = 0.0111). The TBD manifestations in this family may relate to common TL-associated genetic variation and alternative TERT splicing, emphasizing the importance of investigations into TBD manifestations within and between TBD families.

端粒生物学疾病是由端粒维持基因的罕见致病性变异引起的,通常表现为多器官系统表现的不同外显率。我们评估了一个有14个TERT C . 2591t >C (p.L864P)杂合个体和13个非携带者的家庭。TRAP检测显示p.L864P导致端粒酶活性完全丧失。携带者的淋巴细胞端粒比非携带者短。携带者表现出不同的TBD表现,但端粒长度(TL)分布相似,提示不同的外显率和可能的遗传预期。4例年龄在bb0 ~ 50岁的携带者(变异等位基因部分C)中检测到体细胞TERT启动子突变,TBD临床表现较多。与备选TERT剪接相关的等位基因VNTR6-1-Long和rs10069690-T与C. 2591t >C共分离。该单倍型与TL z-score降低相关(β=-1.81, p
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