Exome

外显子组
  • 文章类型: Journal Article
    APOBEC/AID家族以其突变活性而闻名,最近的证据也支持ADAR的潜在影响。此外,尚未研究APOBEC/ADAR突变对突变的影响.TCGA外显子组的评估在非同义APOBEC1、APOBEC3B、APOBEC3C,ADAR,和ADARB1突变,与同义的外显子相比。主成分(PC)分析将癌症外显子组/基因组中的潜在参与者数量减少到8个,和五种癌症类型。多变量回归分析用于评估PCs对癌症外显子组/基因组和特定癌症中每个COSMIC突变特征的影响。识别几个新颖的链接,包括SBS17b,SBS18和ID7主要由APOBEC1mRNA水平决定;SBS40,ID1和ID2按年龄决定;SBS3和SBS16按APOBEC3A/APOBEC3BmRNA水平决定;ID5和DBS9按DNA修复/复制(DRR)缺陷决定;和SBS7a-d,SBS38、ID4、ID8、ID13和DBS1受紫外(UV)辐射/ADARB1mRNA水平的影响。APOBEC/ADAR突变似乎增强了DRR缺陷对几种突变特征的影响,一些因素似乎反过来影响某些签名。这些发现可能暗示某些APOBEC/ADAR突变/mRNA水平在不同的突变特征中,特别是与衰老相关的特征中的APOBEC1mRNA水平和与紫外线辐射相关的特征中的ADARB1mRNA水平。
    The APOBEC/AID family is known for its mutator activity, and recent evidence also supports the potential impact of ADARs. Furthermore, the mutator impacts of APOBEC/ADAR mutations have not yet been investigated. Assessment of pancancer TCGA exomes identified enriched somatic variants among exomes with nonsynonymous APOBEC1, APOBEC3B, APOBEC3C, ADAR, and ADARB1 mutations, compared to exomes with synonymous ones. Principal component (PC) analysis reduced the number of potential players to eight in cancer exomes/genomes, and to five in cancer types. Multivariate regression analysis was used to assess the impact of the PCs on each COSMIC mutational signature among pancancer exomes/genomes and particular cancers, identifying several novel links, including SBS17b, SBS18, and ID7 mainly determined by APOBEC1 mRNA levels; SBS40, ID1, and ID2 by age; SBS3 and SBS16 by APOBEC3A/APOBEC3B mRNA levels; ID5 and DBS9 by DNA repair/replication (DRR) defects; and SBS7a-d, SBS38, ID4, ID8, ID13, and DBS1 by ultraviolet (UV) radiation/ADARB1 mRNA levels. APOBEC/ADAR mutations appeared to potentiate the impact of DRR defects on several mutational signatures, and some factors seemed to inversely affect certain signatures. These findings potentially implicate certain APOBEC/ADAR mutations/mRNA levels in distinct mutational signatures, particularly APOBEC1 mRNA levels in aging-related signatures and ADARB1 mRNA levels in UV radiation-related signatures.
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  • 文章类型: Journal Article
    背景:遗传性视网膜营养不良(IRD)是全球范围内无法治愈的失明的主要原因之一。IRD是由编码视网膜必需蛋白的基因突变引起的,导致光感受器退化和视觉功能丧失。由于缺乏对其病理生理学的重要部分的了解,IRD产生了巨大的全球财务负担,分子诊断,以及几乎没有非姑息治疗方案。用于IRD的患者来源的诱导多能干细胞(iPSC)似乎是解决这些问题的绝佳选择,作为IRD病理生理学深入研究和测试新治疗方法的特殊工具。
    方法:从8名与PROM1相关的IRD患者的队列中,我们确定了3名患者携带相同的变体(c.1354dupT),但表达三种不同的IRD表型:锥形和杆状营养不良(CORD),色素性视网膜炎(RP),和Stargardt病4型(STGD4)。这三个目标患者,每个人都有一个健康的亲戚,接受了全面的眼科检查,并通过临床外显子组测序(CES)扩展了他们的遗传小组研究。随后,产生非整合性患者来源的iPSC,并对其进行充分表征.使用CRISPR/Cas9进行c.1354dupT突变的校正,并且在患者来源的iPSC系中通过流式细胞术和蛋白质印迹确认PROM1基因的遗传恢复。
    结果:CES显示,2名具有c.1354dupT突变的目标患者在与补体系统或光感受器分化和过氧化物酶体生物发生障碍相关的基因中呈现单等位基因变异,分别。证实了患者来源的iPSC细胞系的多能性和功能性,目标突变的校正完全恢复了基因修复的患者来源的iPSC系中编码Prominin-1(CD133)的能力。
    结论:PROM1基因的c.1354dupT突变与IRD的三种不同的AR表型相关。这种多向效应可能与视网膜营养不良相关的其他基因中单等位基因变体的影响有关。然而,需要提供进一步的证据。未来的实验应该包括基因编辑的患者来源的iPSC,因为它有潜力作为疾病建模工具来阐明这一问题。
    BACKGROUND: Inherited retinal dystrophies (IRD) are one of the main causes of incurable blindness worldwide. IRD are caused by mutations in genes that encode essential proteins for the retina, leading to photoreceptor degeneration and loss of visual function. IRD generates an enormous global financial burden due to the lack of understanding of a significant part of its pathophysiology, molecular diagnosis, and the near absence of non-palliative treatment options. Patient-derived induced pluripotent stem cells (iPSC) for IRD seem to be an excellent option for addressing these questions, serving as exceptional tools for in-depth studies of IRD pathophysiology and testing new therapeutic approaches.
    METHODS: From a cohort of 8 patients with PROM1-related IRD, we identified 3 patients carrying the same variant (c.1354dupT) but expressing three different IRD phenotypes: Cone and rod dystrophy (CORD), Retinitis pigmentosa (RP), and Stargardt disease type 4 (STGD4). These three target patients, along with one healthy relative from each, underwent comprehensive ophthalmic examinations and their genetic panel study was expanded through clinical exome sequencing (CES). Subsequently, non-integrative patient-derived iPSC were generated and fully characterized. Correction of the c.1354dupT mutation was performed using CRISPR/Cas9, and the genetic restoration of the PROM1 gene was confirmed through flow cytometry and western blotting in the patient-derived iPSC lines.
    RESULTS: CES revealed that 2 target patients with the c.1354dupT mutation presented monoallelic variants in genes associated with the complement system or photoreceptor differentiation and peroxisome biogenesis disorders, respectively. The pluripotency and functionality of the patient-derived iPSC lines were confirmed, and the correction of the target mutation fully restored the capability of encoding Prominin-1 (CD133) in the genetically repaired patient-derived iPSC lines.
    CONCLUSIONS: The c.1354dupT mutation in the PROM1 gene is associated to three distinct AR phenotypes of IRD. This pleotropic effect might be related to the influence of monoallelic variants in other genes associated with retinal dystrophies. However, further evidence needs to be provided. Future experiments should include gene-edited patient-derived iPSC due to its potential as disease modelling tools to elucidate this matter in question.
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  • 文章类型: Journal Article
    先天性免疫错误(IEI)的分子诊断在确定患者的长期预后中起着至关重要的作用,治疗方案,和遗传咨询。在过去的十年里,下一代测序(NGS)技术在研究和临床环境中的广泛使用促进了对相当比例的患者进行与IEI相关的基因变异的评估.除了它在诊断已知基因缺陷中的作用,高通量技术的应用,如针对性的,exome,基因组测序导致了新的致病基因的鉴定。然而,从这些不同方法获得的结果可能因疾病表型或患者特征而异.在这项研究中,我们在相当大的IEI患者队列中进行了全外显子组测序(WES),由来自Türkiye21个不同临床免疫学中心的303名个体组成。我们的分析得出了41.1%的患者(297人中有122人)的可能遗传诊断,在6名患者中揭示52种新变异并发现潜在的新IEI基因。理解各种IEI队列结果的重要性不可低估,我们相信我们的发现将对现有文献做出有价值的贡献,并促进临床医生和基础科学研究人员之间的合作研究。
    Molecular diagnosis of inborn errors of immunity (IEI) plays a critical role in determining patients\' long-term prognosis, treatment options, and genetic counseling. Over the past decade, the broader utilization of next-generation sequencing (NGS) techniques in both research and clinical settings has facilitated the evaluation of a significant proportion of patients for gene variants associated with IEI. In addition to its role in diagnosing known gene defects, the application of high-throughput techniques such as targeted, exome, and genome sequencing has led to the identification of novel disease-causing genes. However, the results obtained from these different methods can vary depending on disease phenotypes or patient characteristics. In this study, we conducted whole-exome sequencing (WES) in a sizable cohort of IEI patients, consisting of 303 individuals from 21 different clinical immunology centers in Türkiye. Our analysis resulted in likely genetic diagnoses for 41.1% of the patients (122 out of 297), revealing 52 novel variants and uncovering potential new IEI genes in six patients. The significance of understanding outcomes across various IEI cohorts cannot be overstated, and we believe that our findings will make a valuable contribution to the existing literature and foster collaborative research between clinicians and basic science researchers.
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  • 文章类型: Journal Article
    酪氨酸激酶抑制剂(TKI)伊马替尼被批准用于治疗慢性粒细胞白血病(CP-CML)的慢性期。药代动力学研究强调了患者间差异对伊马替尼血浆谷浓度(ima[C]min)的重要性。在OPTIM-伊马替尼试验中,我们证明,治疗药物监测(TDM)能够改善接受伊马替尼治疗的CP-CML患者的分子应答.这里,我们分析了这些患者的结构外显子组和RNAseq数据.我们对患者的体质遗传变异与他们的ima[C]min进行了关联分析,用400毫克每日一次治疗12周后测量。使用线性回归,根据ima[C]min,我们鉴定出50个显示杂合性过剩的SNP。十个SNP来自非编码序列,在剩下的40人中,30(来自25个基因)可以分为两类。第一组16个SNP涉及编码细胞外基质的基因,细胞连接,和膜蛋白。巧合的是,细胞粘附蛋白也通过RNA-seq鉴定为在高ima[C]min患者中过表达。另一组14个SNP来自编码参与转录/翻译的蛋白质的基因。虽然大多数SNP是内含子变体(28),我们还确定了错觉(3),同义词(4),5\'/3\'(2),拼接(1),和上游(4)变体。四个基因的单倍型分析显示与高ima[C]min显着相关。没有一个SNP与反应显著相关。总之,我们确定了一些与ima[C]min相关的SNP,其中大部分对应于编码可能在伊马替尼通过膜或上皮屏障的扩散和转运中发挥作用的蛋白质的基因。
    The tyrosine kinase Inhibitor (TKI) imatinib is approved for the treatment of the chronic phase of chronic myeloid leukemia (CP-CML). Pharmacokinetic studies have highlighted the importance of inter-patient variability on imatinib plasma trough concentrations (ima[C]min). In the OPTIM-imatinib trial, we demonstrated that therapeutic drug monitoring (TDM) is able to improve the molecular response of CP-CML patients treated with imatinib. Here, we analyzed the constitutional exomes and RNAseq data of these patients. We performed an association analysis between the constitutional genetic variants of the patients and their ima[C]min, measured after 12 weeks of treatment with 400 mg once daily. Using linear regression, we identified 50 SNPs that showed excess heterozygosity depending on the ima[C]min. Ten SNPs were from non-coding sequences, and among the 40 remaining, 30 (from 25 genes) could be split into two categories. The first group of 16 SNPs concerns genes encoding extracellular matrix, cell junction, and membrane proteins. Coincidentally, cell adhesion proteins were also identified by RNA-seq as being overexpressed in patients with high ima[C]min. The other group of 14 SNPs were from genes encoding proteins involved in transcription/translation. Although most of the SNPs are intronic variants (28), we also identified missense (3), synonymous (4), 5\'/3\' (2), splicing (1), and upstream (4) variants. A haplotype analysis of four genes showed a significant association with high ima[C]min. None of the SNPs were significantly associated with the response. In conclusion, we identified a number of ima[C]min-associated SNPs, most of which correspond to genes encoding proteins that could play a role in the diffusion and transit of imatinib through membranes or epithelial barriers.
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  • 文章类型: Journal Article
    遗传性痉挛性截瘫是一组不同的退行性疾病,在临床上被归类为孤立的;涉及下肢痉挛,或症状,痉挛型截瘫因进一步的神经系统特征而变得复杂。我们试图确定参与患者中这些疾病的潜在遗传原因。通过访问旁遮普省的特殊学校,确定了三个有多个受影响成员的近亲家庭。从参与者的血液样本中提取DNA。从三个家庭中选择的患者进行外显子组测序,并过滤数据以鉴定罕见的纯合变体。ExomeDepth用于描述拷贝数变体。所有患者均有不同程度的智力障碍,不良的语言发展,痉挛,广泛的步态或无法行走和高张力。在RDHR07家族中,发现了涉及SPG11的多个外显子和内含子的纯合缺失(NC000015.9:g.44894055_449028del),并与痉挛和其他复杂运动障碍患者的表型相关。但不是那些表现出共济失调或不确定症状的人。在ANMD03和RDFA06家族中,c.985C>T;(第Arg329Ter)在DDHD2中和AP4B1的移码插入-缺失变体,c.965-967delACTinsC;p。(Tyr322SerfsTer14),被鉴定为在患者中是纯合的,而在各自的谱系中的专性携带者是杂合的。所有变种都非常罕见,没有,或在公共数据库中确定的极少数运营商。功能变体的三种丧失可能导致各自转录物的无义介导的衰变。我们的研究增加了与SPG11和AP4B1变异相关的遗传变异性,并强调了遗传性痉挛性截瘫的遗传异质性。
    Hereditary spastic paraplegias are a diverse group of degenerative disorders that are clinically categorized as isolated; with involvement of lower limb spasticity, or symptomatic, where spastic paraplegia is complicated by further neurological features. We sought to identify the underlying genetic causes of these disorders in the participating patients. Three consanguineous families with multiple affected members were identified by visiting special schools in the Punjab Province. DNA was extracted from blood samples of the participants. Exome sequencing was performed for selected patients from the three families, and the data were filtered to identify rare homozygous variants. ExomeDepth was used for the delineation of the copy number variants. All patients had varying degrees of intellectual disabilities, poor speech development, spasticity, a wide-based gait or an inability to walk and hypertonia. In family RDHR07, a homozygous deletion involving multiple exons and introns of SPG11 (NC000015.9:g.44894055_449028del) was found and correlated with the phenotype of the patients who had spasticity and other complex movement disorders, but not those who exhibited ataxic or indeterminate symptoms as well. In families ANMD03 and RDFA06, a nonsense variant, c.985C > T;(p.Arg329Ter) in DDHD2 and a frameshift insertion‒deletion variant of AP4B1, c.965-967delACTinsC;p.(Tyr322SerfsTer14), were identified which were homozygous in the patients while the obligate carriers in the respective pedigrees were heterozygous. All variants were ultra-rare with none, or very few carriers identified in the public databases. The three loss of function variants are likely to cause nonsense-mediated decay of the respective transcripts. Our research adds to the genetic variability associated with the SPG11 and AP4B1 variants and emphasizes the genetic heterogeneity of hereditary spastic paraplegia.
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  • 文章类型: Journal Article
    放射治疗的重点是肿瘤,但也可以到达健康组织,引起可能与基因组因素有关的毒性。在这种情况下,放射性基因组学可以帮助减少毒性,增加放射治疗的有效性,和个性化治疗。重要的是要考虑尚未在放射基因组学中研究的人群的基因组概况,例如亚马逊土著人口。因此,我们的目标是分析放射基因组学的重要基因,比如ATM,TGFB1,RAD51,AREG,XRCC4,CDK1,MEG3,PRKCE,TANC1和KDR,在土著人民中,并绘制了该人群的放射性基因组概况。NextSeq500®平台用于测序反应;对于群体之间等位基因频率的差异,使用Fisher精确检验。我们鉴定了39个变种,其中2个是高影响:1个在KDR(rs41452948)中,另一个在XRCC4(rs1805377)中。我们在PRKCE中发现了四种尚未在文献中描述的修饰变体。我们在TANC1中没有发现任何变异,TANC1是放疗中个性化用药的重要基因,在以前的队列中与毒性相关。为土著人民配置保护因素。我们确定了四个SNV(rs664143,rs1801516,rs1870377,rs1800470),在以前的研究中与毒性相关。了解土著人民的放射基因组概况可以帮助个性化他们的放射治疗。
    Radiotherapy is focused on the tumor but also reaches healthy tissues, causing toxicities that are possibly related to genomic factors. In this context, radiogenomics can help reduce the toxicity, increase the effectiveness of radiotherapy, and personalize treatment. It is important to consider the genomic profiles of populations not yet studied in radiogenomics, such as the indigenous Amazonian population. Thus, our objective was to analyze important genes for radiogenomics, such as ATM, TGFB1, RAD51, AREG, XRCC4, CDK1, MEG3, PRKCE, TANC1, and KDR, in indigenous people and draw a radiogenomic profile of this population. The NextSeq 500® platform was used for sequencing reactions; for differences in the allelic frequency between populations, Fisher\'s Exact Test was used. We identified 39 variants, 2 of which were high impact: 1 in KDR (rs41452948) and another in XRCC4 (rs1805377). We found four modifying variants not yet described in the literature in PRKCE. We did not find any variants in TANC1-an important gene for personalized medicine in radiotherapy-that were associated with toxicities in previous cohorts, configuring a protective factor for indigenous people. We identified four SNVs (rs664143, rs1801516, rs1870377, rs1800470) that were associated with toxicity in previous studies. Knowing the radiogenomic profile of indigenous people can help personalize their radiotherapy.
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  • 文章类型: Journal Article
    大规模的基因组研究大大增加了我们对种群遗传变异性的认识。区域遗传分析对于区分常见的良性变异与致病变异至关重要。为此,我们对纳瓦拉(西班牙)人口中的外显子变体进行了全面的表征,利用来自358名西班牙裔无关个体的全基因组测序数据。我们的分析揭示了Navarrese队列中的61,410个双等位基因单核苷酸变体(SNV),35%被归类为普通(MAF>1%)。通过比较来自1000基因组计划的等位基因频率数据(不包括西班牙的伊比利亚队列,IBS),基因组聚集数据库,和西班牙队列(包括IBS个体和来自医学基因组计划的数据),我们确定了纳瓦拉常见的1069个SNV,但在所有其他人群中罕见(MAF≤1%)。我们进一步证实了这一观察与239个不相关的外显子组的第二个区域队列,这证实了1069个SNV中有676个在纳瓦拉很常见。总之,这项研究强调了群体特异性遗传变异特征的重要性,以改善测序数据分析中的等位基因频率过滤,从而鉴定致病变异.
    Large-scale genomic studies have significantly increased our knowledge of genetic variability across populations. Regional genetic profiling is essential for distinguishing common benign variants from disease-causing ones. To this end, we conducted a comprehensive characterization of exonic variants in the population of Navarre (Spain), utilizing whole genome sequencing data from 358 unrelated individuals of Spanish origin. Our analysis revealed 61,410 biallelic single nucleotide variants (SNV) within the Navarrese cohort, with 35% classified as common (MAF > 1%). By comparing allele frequency data from 1000 Genome Project (excluding the Iberian cohort of Spain, IBS), Genome Aggregation Database, and a Spanish cohort (including IBS individuals and data from Medical Genome Project), we identified 1069 SNVs common in Navarre but rare (MAF ≤ 1%) in all other populations. We further corroborated this observation with a second regional cohort of 239 unrelated exomes, which confirmed 676 of the 1069 SNVs as common in Navarre. In conclusion, this study highlights the importance of population-specific characterization of genetic variation to improve allele frequency filtering in sequencing data analysis to identify disease-causing variants.
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  • 文章类型: Journal Article
    背景:尽管下一代测序(NGS)测试如外显子组测序(ES),基因组测序(GS),来自外显子组和基因组数据(EGBP)的面板对罕见疾病有效,理想的诊断方法存在争议。有限的研究已经探索重新分析原始ES和GS数据后阴性EGBP结果以进行诊断。
    结果:我们分析了来自MayoClinic的罕见和未诊断疾病计划(PRaUD)患者的完整ES/GS原始测序数据,以评估补充结果是否可以提高诊断率。来自80名患者(59名成人)的ES数据和来自20名患者(10名成人)的GS数据,平均年龄43岁,进行了分析。大多数患者具有肾脏(n=44)和自身炎症(n=29)表型。96例发现阴性,其中4例发现了其他遗传变异,包括与最近描述的疾病(RRAGD相关的低镁血症)相关的变体,由于不一致的继承模式(COL4A3)而错过的变体,在一般人群中具有高等位基因频率(NPHS2)的变体,和与最初未靶向的表型(HNF1A)相关的变体。
    结论:ES和GS对单系统疾病的诊断率与EGBP相当。然而,EGBP在检测新的疾病相关基因方面的局限性强调了定期更新的必要性。
    BACKGROUND: Though next-generation sequencing (NGS) tests like exome sequencing (ES), genome sequencing (GS), and panels derived from exome and genome data (EGBP) are effective for rare diseases, the ideal diagnostic approach is debated. Limited research has explored reanalyzing raw ES and GS data post-negative EGBP results for diagnostics.
    RESULTS: We analyzed complete ES/GS raw sequencing data from Mayo Clinic\'s Program for Rare and Undiagnosed Diseases (PRaUD) patients to assess whether supplementary findings could augment diagnostic yield. ES data from 80 patients (59 adults) and GS data from 20 patients (10 adults), averaging 43 years in age, were analyzed. Most patients had renal (n=44) and auto-inflammatory (n=29) phenotypes. Ninety-six cases had negative findings and in four cases additional genetic variants were found, including a variant related to a recently described disease (RRAGD-related hypomagnesemia), a variant missed due to discordant inheritance pattern (COL4A3), a variant with high allelic frequency (NPHS2) in the general population, and a variant associated with an initially untargeted phenotype (HNF1A).
    CONCLUSIONS: ES and GS show diagnostic yields comparable to EGBP for single-system diseases. However, EGBP\'s limitations in detecting new disease-associated genes underscore the necessity for periodic updates.
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  • 文章类型: Journal Article
    UKBiobank中蛋白质测量和整个外显子组序列数据的可用性使得能够调查潜在的观察性和遗传性蛋白质-癌症风险关联。我们调查了英国生物库参与者中1463种血浆蛋白与19种癌症和9种癌症亚位点发生率的关联(平均12年随访)。使用两种遗传方法进一步探索了新兴的蛋白质-癌症关联,顺式pQTL和全外显子组蛋白质遗传评分(exGS)。我们确定了618种蛋白质-癌症关联,其中107例在抽血后七年以上的病例中持续存在,618人中有29人在遗传分析中相关,四个人获得了长期诊断(>7年)和顺式pQTL和exGS分析的支持:CD74和TNFRSF1B与NHL,ADAM8与白血病,和SFTPA2与肺癌。我们提出了多种血液蛋白-癌症风险关联,包括许多在癌症诊断前超过七年的检测到的,并且有来自遗传分析的一致证据,提示在癌症发展中可能的作用。
    The availability of protein measurements and whole exome sequence data in the UK Biobank enables investigation of potential observational and genetic protein-cancer risk associations. We investigated associations of 1463 plasma proteins with incidence of 19 cancers and 9 cancer subsites in UK Biobank participants (average 12 years follow-up). Emerging protein-cancer associations were further explored using two genetic approaches, cis-pQTL and exome-wide protein genetic scores (exGS). We identify 618 protein-cancer associations, of which 107 persist for cases diagnosed more than seven years after blood draw, 29 of 618 were associated in genetic analyses, and four had support from long time-to-diagnosis ( > 7 years) and both cis-pQTL and exGS analyses: CD74 and TNFRSF1B with NHL, ADAM8 with leukemia, and SFTPA2 with lung cancer. We present multiple blood protein-cancer risk associations, including many detectable more than seven years before cancer diagnosis and that had concordant evidence from genetic analyses, suggesting a possible role in cancer development.
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  • 文章类型: Journal Article
    人类衰老的标志是分裂组织中克隆扩张挂毯的出现,在血液中作为克隆造血(CH)尤其明显。CH,与癌症风险和衰老相关的表型有关,通常源于一组已建立基因的体细胞突变。然而,大多数克隆缺乏已知的驱动程序。在这里,我们从英国生物银行的200,618个人中推断全血外显子组中的基因水平阳性选择。我们确定了17个额外的基因,ZBTB33,ZNF318,ZNF234,SPRED2,SH2B3,SRCAP,SIK3,SRSF1,CHEK2,CCDC115,CCL22,BAX,YLPM1,MYD88,MTA2,MAGEC3和IGLL5,在种群水平的阳性选择下,并在来自单细胞来源的造血集落的10,837个全基因组中验证了这种选择模式。这些基因突变的克隆的频率和大小随着年龄的增长而增长,与经典CH驱动器相当。它们与感染风险增加有关,死亡和血液恶性肿瘤,强调这些额外基因在衰老过程中的重要性。
    Human aging is marked by the emergence of a tapestry of clonal expansions in dividing tissues, particularly evident in blood as clonal hematopoiesis (CH). CH, linked to cancer risk and aging-related phenotypes, often stems from somatic mutations in a set of established genes. However, the majority of clones lack known drivers. Here we infer gene-level positive selection in whole blood exomes from 200,618 individuals in UK Biobank. We identify 17 additional genes, ZBTB33, ZNF318, ZNF234, SPRED2, SH2B3, SRCAP, SIK3, SRSF1, CHEK2, CCDC115, CCL22, BAX, YLPM1, MYD88, MTA2, MAGEC3 and IGLL5, under positive selection at a population level, and validate this selection pattern in 10,837 whole genomes from single-cell-derived hematopoietic colonies. Clones with mutations in these genes grow in frequency and size with age, comparable to classical CH drivers. They correlate with heightened risk of infection, death and hematological malignancy, highlighting the significance of these additional genes in the aging process.
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