Exome

外显子组
  • 文章类型: Journal Article
    神经发育障碍(NDD)是影响中枢或外周神经系统的结构和/或功能的早发性儿科疾病的临床和遗传异质性组。由于不同的遗传基础和临床变异性,实现NDD的精确分子诊断可能具有挑战性。在目前的研究中,我们调查了四个无关的巴基斯坦家庭中NDD的潜在遗传原因。使用外显子组测序(ES)作为诊断方法,我们在所有家族中已建立的NDD相关基因中发现了致病变异,包括一个迄今未报告的RELN变异体和三个复发的VPS13B变异体,DEGS1和SPG11。总的来说,我们的研究强调了ES作为临床诊断工具的潜力.
    Neurodevelopmental disorders (NDDs) are a clinically and genetically heterogeneous group of early-onset pediatric disorders that affect the structure and/or function of the central or peripheral nervous system. Achieving a precise molecular diagnosis for NDDs may be challenging due to the diverse genetic underpinnings and clinical variability. In the current study, we investigated the underlying genetic cause(s) of NDDs in four unrelated Pakistani families. Using exome sequencing (ES) as a diagnostic approach, we identified disease-causing variants in established NDD-associated genes in all families, including one hitherto unreported variant in RELN and three recurrent variants in VPS13B, DEGS1, and SPG11. Overall, our study highlights the potential of ES as a tool for clinical diagnosis.
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  • 文章类型: Journal Article
    背景:患有乳腺导管原位癌(DCIS)的年轻患者通常预后较差。年轻发病的DCIS的基因组复杂性,然而,保持未充分开发。
    方法:为了解决这个问题,我们进行了包括外显子组的全面研究,转录组,和vmethylome分析。我们的调查包括20个DCIS样本(包括15个年轻发病的DCIS)和配对的正常乳腺组织和血液样本。
    结果:通过RNA测序,我们确定了两个不同的DCIS亚组:“免疫热”和“免疫感冒”。“免疫热”亚组的特点是淋巴细胞和巨噬细胞浸润增加,PDCD1和CTLA4的表达升高,GATA3表达降低。该组还表现出活性的免疫相关转录调节因子。突变分析显示TP53改变(38%),GATA3(25%),和TTN(19%),有两个病例显示APC突变,ERBB2和SMARCC1。常见的基因组改变,不管免疫状态如何,包括1q时拷贝数的增加,8q,17q,20q,和11季度的损失,17p,22q特征分析突出了特征2和1的优势,其中“免疫感冒”样品显示显著存在特征8。我们对13个DCIS样本的甲基化组研究确定了328个高差异甲基化区域(DMRs)和521个hypo-DMRs,“免疫感冒”病例通常显示较低的甲基化水平。
    结论:总之,年轻发病的DCIS的分子特征与浸润性乳腺癌(IBC)相似,可能表明预后不良。了解这些特点,尤其是DCIS的免疫微环境,可能是确定乳腺癌新的治疗靶点和预防策略的关键。
    BACKGROUND: Young patients with breast ductal carcinoma in situ (DCIS) often face a poorer prognosis. The genomic intricacies in young-onset DCIS, however, remain underexplored.
    METHODS: To address this gap, we undertook a comprehensive study encompassing exome, transcriptome, and vmethylome analyses. Our investigation included 20 DCIS samples (including 15 young-onset DCIS) and paired samples of normal breast tissue and blood.
    RESULTS: Through RNA sequencing, we identified two distinct DCIS subgroups: \"immune hot\" and \"immune cold\". The \"immune hot\" subgroup was characterized by increased infiltration of lymphocytes and macrophages, elevated expression of PDCD1 and CTLA4, and reduced GATA3 expression. This group also exhibited active immunerelated transcriptional regulators. Mutational analysis revealed alterations in TP53 (38%), GATA3 (25%), and TTN (19%), with two cases showing mutations in APC, ERBB2, and SMARCC1. Common genomic alterations, irrespective of immune status, included gains in copy numbers at 1q, 8q, 17q, and 20q, and losses at 11q, 17p, and 22q. Signature analysis highlighted the predominance of signatures 2 and 1, with \"immune cold\" samples showing a significant presence of signature 8. Our methylome study on 13 DCIS samples identified 328 hyperdifferentially methylated regions (DMRs) and 521 hypo-DMRs, with \"immune cold\" cases generally showing lower levels of methylation.
    CONCLUSIONS: In summary, the molecular characteristics of young-onset DCIS share similarities with invasive breast cancer (IBC), potentially indicating a poor prognosis. Understanding these characteristics, especially the immune microenvironment of DCIS, could be pivotal in identifying new therapeutic targets and preventive strategies for breast cancer.
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  • 文章类型: Journal Article
    脑瘫(CP)是儿童最常见的运动障碍。为了确定主要遗传变异在CP病因中的作用,我们对有CP临床表现的大规模队列进行了外显子组测序.该研究队列包括505名女孩和1,073名男孩。利用目前基因诊断的黄金标准,这1578名儿童中有387名(24.5%)接受了基因诊断。我们在219个与神经发育疾病相关的基因中鉴定出412个致病和可能致病(P/LP)变异。和59个P/LP拷贝数变体。出生时伴有围产期窒息的CP患儿的基因诊断率高于无窒息患儿(P=0.0033)。此外,有CP表现的儿童33例(8.5%,387个中的33个)的发现具有临床可行性。这些结果强调了对CP儿童进行早期基因检测的必要性,尤其是那些有围产期窒息等危险因素的人,以实现循证医学决策。
    Cerebral palsy (CP) is the most common motor disability in children. To ascertain the role of major genetic variants in the etiology of CP, we conducted exome sequencing on a large-scale cohort with clinical manifestations of CP. The study cohort comprised 505 girls and 1,073 boys. Utilizing the current gold standard in genetic diagnostics, 387 of these 1,578 children (24.5%) received genetic diagnoses. We identified 412 pathogenic and likely pathogenic (P/LP) variants across 219 genes associated with neurodevelopmental disorders, and 59 P/LP copy number variants. The genetic diagnostic rate of children with CP labeled at birth with perinatal asphyxia was higher than the rate in children without asphyxia (P = 0.0033). Also, 33 children with CP manifestations (8.5%, 33 of 387) had findings that were clinically actionable. These results highlight the need for early genetic testing in children with CP, especially those with risk factors like perinatal asphyxia, to enable evidence-based medical decision-making.
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  • 文章类型: Journal Article
    背景:SMPD4中的双等位基因功能丧失变异体可导致罕见且严重的神经发育障碍。这些变异已经在一组患有小头畸形的神经发育障碍的儿童中被发现,关节病,大脑结构异常.SMPD4编码鞘磷脂酶,所述鞘磷脂酶在中性pH下将鞘磷脂水解成神经酰胺,从而可以影响膜脂质稳态。SMPD4定位于内质网和核包膜的膜并与核孔复合物相互作用。
    方法:对于罕见和未诊断疾病的有效产前诊断,需要使用全外显子组分析平行检测拷贝数变体(CNV)和单核苷酸变体.对父母进行了体检。对胎儿和父母进行核型和全外显子组分析。
    结果:通过全外显子组测序(WES)检测到具有小头畸形和关节病的胎儿;双等位基因无效变异(c.387-1G>A;Chr2[GRCh38]:g.130142742_130202459del)。我们首次报道了中国无亲缘父母出生的SMPD4患者的双等位基因功能丧失突变。
    结论:WES可以取代染色体微阵列分析和拷贝数变异测序,作为一种更具成本效益的基因检测方法,用于检测CNV和诊断高度异质性疾病。
    BACKGROUND: Biallelic loss-of-function variants in SMPD4 cause a rare and severe neurodevelopmental disorder. These variants have been identified in a group of children with neurodevelopmental disorders with microcephaly, arthrogryposis, and structural brain anomalies. SMPD4 encodes a sphingomyelinase that hydrolyzes sphingomyelin into ceramide at neutral pH and can thereby affect membrane lipid homeostasis. SMPD4 localizes to the membranes of the endoplasmic reticulum and nuclear envelope and interacts with nuclear pore complexes.
    METHODS: For the efficient prenatal diagnosis of rare and undiagnosed diseases, the parallel detection of copy number variants (CNVs) and single nucleotide variants using whole-exome analysis is required. A physical examination of the parents was performed. Karyotype and whole-exome analysis were performed for the fetus and the parents.
    RESULTS: A fetus with microcephaly and arthrogryposis; biallelic null variants (c.387-1G>A; Chr2[GRCh38]: g.130142742_130202459del) were detected by whole-exome sequencing (WES). We have reported for the first time the biallelic loss-of-function mutations in SMPD4 in patients born to unrelated parents in China.
    CONCLUSIONS: WES could replace chromosomal microarray analysis and copy number variation sequencing as a more cost-effective genetic test for detecting CNVs and diagnosing highly heterogeneous conditions.
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  • 文章类型: Journal Article
    虽然已经确定了许多用于神经精神疾病的基因组基因座,蛋白质编码变体的贡献尚未确定.在这里,我们进行了大规模的全外显子组测序研究,以询问蛋白质编码变体对来自英国生物库的350,770名成年人的46种神经精神疾病和23种性状的影响。二十个新基因通过编码变异与神经精神疾病相关,其中16个基因对疾病的纵向风险有影响。30个新基因与神经精神特征相关,SYNGAP1显示出跨认知功能领域的多效性作用。在编码变体水平上对遗传相关性的成对估计强调了神经退行性疾病和精神障碍对之间的共同遗传关联。最后,一项全面的多组学分析表明,大脑结构的改变,血液蛋白和炎症可能导致基因-表型联系。总的来说,我们的研究结果为未来神经精神表型的生物学和治疗学研究提供了蛋白质编码变异汇编.
    While numerous genomic loci have been identified for neuropsychiatric conditions, the contribution of protein-coding variants has yet to be determined. Here we conducted a large-scale whole-exome-sequencing study to interrogate the impact of protein-coding variants on 46 neuropsychiatric diseases and 23 traits in 350,770 adults from the UK Biobank. Twenty new genes were associated with neuropsychiatric diseases through coding variants, among which 16 genes had impacts on the longitudinal risks of diseases. Thirty new genes were associated with neuropsychiatric traits, with SYNGAP1 showing pleiotropic effects across cognitive function domains. Pairwise estimation of genetic correlations at the coding-variant level highlighted shared genetic associations among pairs of neurodegenerative diseases and mental disorders. Lastly, a comprehensive multi-omics analysis suggested that alterations in brain structures, blood proteins and inflammation potentially contribute to the gene-phenotype linkages. Overall, our findings characterized a compendium of protein-coding variants for future research on the biology and therapeutics of neuropsychiatric phenotypes.
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  • 文章类型: Journal Article
    以前对静脉血栓栓塞症(VTE)的遗传研究主要限于常见变异,留下的遗传决定因素相对不完整。我们在14,723例病例和334,315例对照中进行了VTE的全外显子组关联研究。14个已知基因和4个新基因(SRSF6、PHPT1、CGN、和MAP3K2)通过蛋白质编码变体鉴定,在FinnGen队列中具有广泛的复制。我们发现的大多数基因在纵向分析中显示出预测未来VTE事件的潜力。值得注意的是,我们提供的证据表明,在形成VTE风险时,稀有编码变异对已知的全基因组多基因风险的累加作用.鉴定的基因富集在影响凝血和血小板活化的途径中,以及肝脏特异性表达。这些基因的多效性作用表明凝血因子的潜在参与,血细胞特征,肝功能,和VTE发病机制中的免疫代谢过程。总之,我们的研究揭示了蛋白编码变异体在VTE病因中的重要作用,并为其危险分层提供了新的思路.
    Previous genetic studies of venous thromboembolism (VTE) have been largely limited to common variants, leaving the genetic determinants relatively incomplete. We performed an exome-wide association study of VTE among 14,723 cases and 334,315 controls. Fourteen known and four novel genes (SRSF6, PHPT1, CGN, and MAP3K2) were identified through protein-coding variants, with broad replication in the FinnGen cohort. Most genes we discovered exhibited the potential to predict future VTE events in longitudinal analysis. Notably, we provide evidence for the additive contribution of rare coding variants to known genome-wide polygenic risk in shaping VTE risk. The identified genes were enriched in pathways affecting coagulation and platelet activation, along with liver-specific expression. The pleiotropic effects of these genes indicated the potential involvement of coagulation factors, blood cell traits, liver function, and immunometabolic processes in VTE pathogenesis. In conclusion, our study unveils the valuable contribution of protein-coding variants in VTE etiology and sheds new light on its risk stratification.
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  • 文章类型: Journal Article
    接受化疗的乳腺癌患者经常会出现肌肉萎缩和虚弱,影响他们的生活质量。潜在的解决方案在于基于外显子组衍生的制剂(ExAA)定制氨基酸组成。该研究假设使用ExAA定制膳食氨基酸可以增强肌肉健康。从基因组的外显子组区域计算理论氨基酸需求,建立紫杉醇治疗的乳腺癌小鼠模型。小鼠补充了癌症特异性营养配方(QJS),并比较了QJS和氨基酸调节QJS(adjQJS)的效果。两种制剂都改善了营养状况而不损害肿瘤生长。值得注意的是,与QJS相比,adjQJS显着增强了肌肉力量(1.51±0.25vs.1.30±0.08倍变化,p<0.05)。转录组分析显示补体和凝血级联的改变,在adjQJS中观察到C3基因表达上调。免疫调节也发生了变化,用adjQJS显示骨骼肌中B细胞减少和单核细胞增加。重要的是,与QJS相比,adjQJS导致Alistipes丰度显着增加(10.19±0.04%与5.03±1.75%)。这项研究强调了ExAA作为优化化疗乳腺癌患者饮食中氨基酸组成的有价值指南的潜力。
    Breast cancer patients undergoing chemotherapy often experience muscle wasting and weakness, which impact their quality of life. A potential solution lies in customizing amino acid compositions based on exome-derived formulations (ExAAs). The study hypothesized that tailoring dietary amino acids using ExAAs could enhance muscle health. Theoretical amino acid requirements were calculated from the genome\'s exome region, and a breast cancer mouse model undergoing paclitaxel treatment was established. The mice were supplemented with a cancer-specific nutritional formula (QJS), and the effects of QJS and amino acid-adjusted QJS (adjQJS) were compared. Both formulations improved the nutritional status without compromising tumor growth. Notably, adjQJS significantly enhanced muscle strength compared to QJS (1.51 ± 0.25 vs. 1.30 ± 0.08 fold change, p < 0.05). Transcriptome analysis revealed alterations in complement and coagulation cascades, with an observed upregulation of C3 gene expression in adjQJS. Immune regulation also changed, showing a decrease in B cells and an increase in monocytes in skeletal muscle with adjQJS. Importantly, adjQJS resulted in a notable increase in Alistipes abundance compared to QJS (10.19 ± 0.04% vs. 5.03 ± 1.75%). This study highlights the potential of ExAAs as valuable guide for optimizing amino acid composition in diets for breast cancer patients undergoing chemotherapy.
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  • 文章类型: Journal Article
    基于全外显子组测序(WES)对128名儿童进行基因型和临床表型分析,为提供遗传咨询和癫痫的精准诊断和治疗提供参考。共有128名不明原因癫痫儿童被纳入这项研究。并对其所有临床资料进行分析。儿童的治疗,癫痫控制,每3个月定期随访神经发育水平。128例癫痫患儿的基因诊断率为50.8%,SNV诊断率为39.8%,CNV诊断率为12.5%。在128名癫痫儿童中,57.0%的人在婴儿期有癫痫发作,25.8%有两种以上的临床发作形式,62.5%需要两种或两种以上抗癫痫药物治疗,72.7%的儿童有不同程度的精神运动发育迟缓。发病年龄之间存在显着差异,神经发育水平和是否存在耐药性的遗传诊断产量(均p<0.05)。52个致病性/可能致病性SNV涉及31个基因,其中编码离子通道的基因突变数量最多(30.8%)。有16例致病性/可能致病性CNVs,其中CNVs的主要比例位于15号染色体和16号染色体。Trio-WES是不明原因癫痫基因诊断的重要工具,基因诊断产量高达50.8%。早期基因检测可以提供适当的治疗和准确的分子诊断。
    Genotype and clinical phenotype analyses of 128 children were performed based on whole exome sequencing (WES), providing a reference for the provision of genetic counseling and the precise diagnosis and treatment of epilepsy. A total of 128 children with unexplained epilepsy were included in this study, and all their clinical data were analyzed. The children\'s treatments, epilepsy control, and neurodevelopmental levels were regularly followed up every 3 months. The genetic diagnostic yield of the 128 children with epilepsy is 50.8%, with an SNV diagnostic yield of 39.8% and a CNV diagnostic yield of 12.5%. Among the 128 children with epilepsy, 57.0% had onset of epilepsy in infancy, 25.8% have more than two clinical seizure forms, 62.5% require two or more anti-epileptic drug treatments, and 72.7% of the children have varying degrees of psychomotor development retardation. There are significant differences between ages of onset, neurodevelopmental levels and the presence of drug resistance in the genetic diagnostic yield (all p < 0.05). The 52 pathogenic/likely pathogenic SNVs involve 31 genes, with genes encoding ion channels having the largest number of mutations (30.8%). There were 16 cases of pathogenic/possibly pathogenic CNVs, among which the main proportions of CNVs were located in chromosome 15 and chromosome 16. Trio-WES is an essential tool for the genetic diagnosis of unexplained epilepsy, with a genetic diagnostic yield of up to 50.8%. Early genetic testing can provide an initiate appropriate therapies and accurate molecular diagnosis.
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  • 文章类型: Journal Article
    增强癌症治疗功效仍然是人类健康的重大挑战。近年来,免疫疗法作为肿瘤的治疗方法取得了相当大的成功。然而,由于疾病的异质性,只有一小部分患者对免疫检查点抑制剂(ICI)治疗表现出阳性反应.已经提出了各种基于单基因的生物标志物和肿瘤突变负荷(TMB)来预测ICI的临床反应;然而,他们的预测能力是有限的。我们建议利用文本图卷积网络(GCN)方法来全面评估多个基因的影响,旨在提高ICI反应的预测能力。我们开发了TG468,一种文本GCN模型,将药物反应预测框架作为文本分类任务。通过结合自然语言处理(NLP)和图神经网络技术,TG468有效处理稀疏和高维外显子组测序数据。因此,TG468可以区分接受ICI治疗的患者的生存时间,并优于单基因生物标志物,TMB和一些经典的机器学习模型。此外,TG468的预测结果有助于识别癌症基因组图谱数据集中特定患者类型之间的免疫状态差异,提供模型预测的基本原理。我们的方法代表了GCN模型在进行ICI治疗的患者中分析外显子组数据的开创性使用,并为使用NLP技术分析外显子组测序数据的未来研究提供了灵感。
    Enhancing cancer treatment efficacy remains a significant challenge in human health. Immunotherapy has witnessed considerable success in recent years as a treatment for tumors. However, due to the heterogeneity of diseases, only a fraction of patients exhibit a positive response to immune checkpoint inhibitor (ICI) therapy. Various single-gene-based biomarkers and tumor mutational burden (TMB) have been proposed for predicting clinical responses to ICI; however, their predictive ability is limited. We propose the utilization of the Text Graph Convolutional Network (GCN) method to comprehensively assess the impact of multiple genes, aiming to improve the predictive capability for ICI response. We developed TG468, a Text GCN model framing drug response prediction as a text classification task. By combining natural language processing (NLP) and graph neural network techniques, TG468 effectively handles sparse and high-dimensional exome sequencing data. As a result, TG468 can distinguish survival time for patients who received ICI therapy and outperforms single gene biomarkers, TMB and some classical machine learning models. Additionally, TG468\'s prediction results facilitate the identification of immune status differences among specific patient types in the Cancer Genome Atlas dataset, providing a rationale for the model\'s predictions. Our approach represents a pioneering use of a GCN model to analyze exome data in patients undergoing ICI therapy and offers inspiration for future research using NLP technology to analyze exome sequencing data.
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  • 文章类型: Journal Article
    先天性脊椎畸形,影响每1000名活产0.13-0.50名,具有巨大的基因座异质性和复杂的遗传结构。在这项研究中,我们分析了873例先天性椎体畸形先证者和3794例对照个体的外显子组/基因组测序数据.临床解释在12.0%的先证者中确定了孟德尔病因,并揭示了与肌肉相关的疾病机制。超罕见变异的基于基因的负荷试验可识别具有较大效应大小的风险基因(ITPR2、TBX6、TPO、H6PD,和SEC24B)。为了进一步研究遗传关联信号的生物学相关性,我们对人类胚胎棘进行单核RNAseq。负荷试验信号在早期发育阶段的脊索和晚期的成肌细胞/肌细胞中富集,突出它们在脊柱发育中的关键作用。我们的工作提供了对人类脊柱发育生物学和脊柱畸形发病机理的见解。
    Congenital vertebral malformation, affecting 0.13-0.50 per 1000 live births, has an immense locus heterogeneity and complex genetic architecture. In this study, we analyze exome/genome sequencing data from 873 probands with congenital vertebral malformation and 3794 control individuals. Clinical interpretation identifies Mendelian etiologies in 12.0% of the probands and reveals a muscle-related disease mechanism. Gene-based burden test of ultra-rare variants identifies risk genes with large effect sizes (ITPR2, TBX6, TPO, H6PD, and SEC24B). To further investigate the biological relevance of the genetic association signals, we perform single-nucleus RNAseq on human embryonic spines. The burden test signals are enriched in the notochord at early developmental stages and myoblast/myocytes at late stages, highlighting their critical roles in the developing spine. Our work provides insights into the developmental biology of the human spine and the pathogenesis of spine malformation.
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