VAF, Variant Allele Frequency

VAF,变异等位基因频率
  • 文章类型: Journal Article
    欧盟体外诊断设备法规(IVDR)旨在对诊断设备进行基于风险和目的的透明验证。将结果可追溯到唯一标识的设备,和上市后的监督。IVDR规范设计,设备的制造和投入使用,但不是使用这些设备的医疗服务。在没有合适的商业设备的情况下,实验室可以诉诸实验室开发的测试(LDT)进行内部使用。纪录片义务(IVDR艺术5.5),附件一的性能和安全规范,并在ISO15189等效质量体系下进行开发和制造。LDT服务于特定的临床需求,通常用于低容量利基应用,或者对应于新测试和治疗的转化阶段,通常与患者护理密切相关。由于一些商业测试可能会随着IVDR的推出而消失,许多将需要紧急更换LDT。工作量还将取决于对商业测试的哪些修改将其转变为LDT,以及国家立法者和主管当局(CA)将如何处理新的权限和责任。我们讨论了对ISO15189的适当解释,以涵盖IVDR要求。选定的案例说明了涵盖医疗需求的LDT实施,并对预期使用和/或设备设计产生的风险进行了相应的管理。IVDR的意外附带损害包括无利可图的利基应用的损失,成本增加和资源浪费,以及将创新研究迁移到更具成本效益的环境。考虑到当地的具体情况,立法框架应减少医疗保健系统的负担和相关的机会成本,通过勤勉利用现有的框架。
    The EU In-Vitro Diagnostic Device Regulation (IVDR) aims for transparent risk-and purpose-based validation of diagnostic devices, traceability of results to uniquely identified devices, and post-market surveillance. The IVDR regulates design, manufacture and putting into use of devices, but not medical services using these devices. In the absence of suitable commercial devices, the laboratory can resort to laboratory-developed tests (LDT) for in-house use. Documentary obligations (IVDR Art 5.5), the performance and safety specifications of ANNEX I, and development and manufacture under an ISO 15189-equivalent quality system apply. LDTs serve specific clinical needs, often for low volume niche applications, or correspond to the translational phase of new tests and treatments, often extremely relevant for patient care. As some commercial tests may disappear with the IVDR roll-out, many will require urgent LDT replacement. The workload will also depend on which modifications to commercial tests turns them into an LDT, and on how national legislators and competent authorities (CA) will handle new competences and responsibilities. We discuss appropriate interpretation of ISO 15189 to cover IVDR requirements. Selected cases illustrate LDT implementation covering medical needs with commensurate management of risk emanating from intended use and/or design of devices. Unintended collateral damage of the IVDR comprises loss of non-profitable niche applications, increases of costs and wasted resources, and migration of innovative research to more cost-efficient environments. Taking into account local specifics, the legislative framework should reduce the burden on and associated opportunity costs for the health care system, by making diligent use of existing frameworks.
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  • 文章类型: Journal Article
    未经证实:循环肿瘤DNA(ctDNA)由许多肿瘤释放到血浆中。它的分析具有最小的程序风险,在许多癌症中,具有临床应用的潜力。在视网膜母细胞瘤中,ctDNA在未经摘除治疗的眼睛中的临床相关性尚未研究。这项研究的目的是确定动脉内化疗(IAC)治疗后单侧视网膜母细胞瘤患者ctDNARB1变异等位基因频率(VAF)的变化。变异等位基因频率是肿瘤分数的代表。
    UNASSIGNED:来自单一三级癌症转诊中心的病例系列。
    UNASSIGNED:5例视网膜母细胞瘤患者,在IAC前和至少1个IAC周期后的活动性眼内视网膜母细胞瘤时,均有至少1个可测量的ctDNA血浆标本。
    UNASSIGNED:检测到循环肿瘤DNARB1,并在IAC治疗前后测量VAF。使用临床检查进行临床相关性,眼底摄影,超声,和OCT。
    UNASSIGNED:IAC治疗视网膜母细胞瘤前后ctDNARB1VAF的比较以及ctDNARB1可检测性与眼内疾病活性的一致性。
    UNASSIGNED:纳入5例患者的23份ctDNA标本。5个基线RB1VAF范围为0.27%至4.23%。在所有患者中,随后的动脉内RB1VAF后低于基线(0.0%-0.17%).在4个月(IAC完成后2个月),在临床上表现为非活动性眼内疾病的患者中,ctDNA始终为阴性.
    未经评估:在这个小组中,IAC后发现ctDNARB1VAF下降,表明相对VAF变化可能是治疗反应的生物标志物。
    UNASSIGNED: Circulating tumor DNA (ctDNA) is released by many tumors into the plasma. Its analysis has minimal procedural risk and, in many cancers, has the potential for clinical applications. In retinoblastoma, the clinical correlations of ctDNA in eyes treated without enucleation have not been studied. This purpose of this study was to determine how the ctDNA RB1 variant allele frequency (VAF) changes in patients with unilateral retinoblastoma after intra-arterial chemotherapy (IAC) treatment. Variant allele frequency is a proxy for tumor fraction.
    UNASSIGNED: Case series from a single tertiary cancer referral center.
    UNASSIGNED: Five patients with retinoblastoma with at least 1 measurable ctDNA plasma specimen both at the time of active intraocular retinoblastoma before IAC and after at least 1 IAC cycle.
    UNASSIGNED: Circulating tumor DNA RB1 was detected and VAF was measured before and after IAC treatment. Clinical correlations were made using clinical examination, fundus photography, ultrasound, and OCT.
    UNASSIGNED: Comparison of ctDNA RB1 VAF before and after IAC treatment for retinoblastoma and concordance of ctDNA RB1 detectability with activity of intraocular disease.
    UNASSIGNED: Twenty-three ctDNA specimens were included from 5 patients. The 5 baseline RB1 VAFs ranged from 0.27% to 4.23%. In all patients, the subsequent post-intra-arterial RB1 VAF was lower than baseline (0.0%-0.17%). At 4 months (2 months after IAC completion), the ctDNA consistently was negative in the patients who demonstrated clinically inactive intraocular disease.
    UNASSIGNED: In this small cohort, a decremental decrease in ctDNA RB1 VAF was found after IAC, suggesting that relative VAF changes could be a biomarker of treatment response.
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  • 文章类型: Journal Article
    UNASSIGNED:分析视网膜母细胞瘤和模拟病变患者血浆中的循环肿瘤DNA(ctDNA)。
    UNASSIGNED:视网膜母细胞瘤血浆ctDNA和模拟病变与病程相关性的回顾性横断面研究。
    UNASSIGNED:58名纪念SloanKettering癌症中心视网膜母细胞瘤患者包括68例血浆ctDNA样本和5例视网膜母细胞瘤模拟病变。
    UNASSIGNED:对患有视网膜母细胞瘤或模拟病变的患者的血液(血浆)中的ctDNA进行杂交捕获和下一代测序分析,以评估其与疾病临床病程的关系。
    UNASSIGNED:RB1基因中是否存在分子畸变以及与临床特征的相关性。
    未经证实:在新诊断的19例患者中,有16例检测到RB1无细胞DNA(cfDNA),未经治疗的眼内视网膜母细胞瘤和新诊断的3例患者中的3例,未经治疗的转移性疾病。它也存在于治疗前复发性眼内疾病的3例患者中,但在接受动脉内化疗的复发性疾病患者中不存在,在21例因单侧疾病而接受摘除的患者中也是如此。在1例延迟治疗(保险原因)并显示眼内肿瘤快速生长的患者中,变异等位基因频率在1个月内从0.34%增加到2.48%。在模拟病变患者的血浆中没有检测到RB1突变(3例患有Coats病,1例患有持续性胎儿脉管系统[PFV])。在2名患者中,我们在血浆中鉴定出2个独立的RB1突变.
    未经证实:在新诊断患者血液中的cfDNA中发现了RB1突变,未经治疗的视网膜母细胞瘤和在先前治疗后出现眼部疾病复发的患者,但在未接受任何治疗的进行性疾病患者中,ctDNA水平增加。在新诊断的转移性疾病患者中检测到高血浆cfDNA水平,这些水平在全身化疗后降低。需要进一步的验证来测量视网膜母细胞瘤血液中cfDNA的体细胞改变,这可以提供一种未来监测患者的有希望的方法。
    UNASSIGNED: Analysis of circulating tumor DNA (ctDNA) in the plasma of patients with retinoblastoma and simulating lesions.
    UNASSIGNED: Retrospective cross-sectional study of the association of plasma ctDNA from retinoblastoma and simulating lesions with disease course.
    UNASSIGNED: Fifty-eight Memorial Sloan Kettering Cancer Center patients with retinoblastoma comprising 68 plasma ctDNA samples and 5 with retinoblastoma-simulating lesions.
    UNASSIGNED: The ctDNA analyzed with hybridization capture and next-generation sequencing in blood (plasma) of patients who had retinoblastoma or simulating lesions were evaluated for association with clinical course of the disease.
    UNASSIGNED: Presence or absence of molecular aberrations in the RB1 gene and correlations with clinical features.
    UNASSIGNED: RB1 cell-free DNA (cfDNA) was detected in 16 of 19 patients with newly diagnosed, untreated intraocular retinoblastoma and in 3 of 3 patients with newly diagnosed, untreated metastatic disease. It was also present in 3 patients with recurrent intraocular disease before therapy, but was not present in patients with recurrent disease who received intra-arterial chemotherapy, nor in 21 patients who had undergone enucleation for unilateral disease. In 1 patient who had delayed treatment (insurance reasons) and showed rapid growth of the intraocular tumor, the variant allele frequency increased in 1 month from 0.34% to 2.48%. No RB1 mutations were detected in the cfDNA from plasma of patients with simulating lesions (3 with Coats disease and 1 with persistent fetal vasculature [PFV]). In 2 patients, we identified 2 independent RB1 mutations in plasma.
    UNASSIGNED: Mutations in RB1 were found in the cfDNA from blood of patients with newly diagnosed, untreated retinoblastoma and in patients who showed disease recurrence in the eye after prior treatment, but not in unilateral retinoblastoma after enucleation Levels of ctDNA increase in patients with progressive disease who did not receive any treatment. High plasma cfDNA levels were detected in patients with newly diagnosed metastatic disease, and these levels decreased after systemic chemotherapy was administered. Further validation is needed for measuring the somatic alterations in cfDNA from blood in retinoblastoma that could provide a promising method of monitoring patients in the future.
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  • 文章类型: Journal Article
    单细胞测序近年来已得到普及。尽管其应用众多,由于测序覆盖不均匀引起的技术偏差,单细胞DNA测序数据极易出错,等位基因辍学,和放大误差。有了这些文物,体细胞基因组变异的鉴定成为一项具有挑战性的任务,多年来,已经为这种类型的数据明确开发了几种方法。单细胞变异调用者实施不同的策略,使用不同的数据,当应用于真实数据时,通常会导致许多不和谐的调用。这里,我们回顾了目前单细胞变异调用的方法,强调单核苷酸变体。我们强调了它们的潜在好处和缺点,以帮助用户为手头的数据选择合适的工具。
    Single-cell sequencing has gained popularity in recent years. Despite its numerous applications, single-cell DNA sequencing data is highly error-prone due to technical biases arising from uneven sequencing coverage, allelic dropout, and amplification error. With these artifacts, the identification of somatic genomic variants becomes a challenging task, and over the years, several methods have been developed explicitly for this type of data. Single-cell variant callers implement distinct strategies, make different use of the data, and typically result in many discordant calls when applied to real data. Here, we review current approaches for single-cell variant calling, emphasizing single nucleotide variants. We highlight their potential benefits and shortcomings to help users choose a suitable tool for their data at hand.
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  • 文章类型: Journal Article
    弥漫性神经胶质瘤是一种高度异质性的中枢神经系统肿瘤,对常规治疗难以治疗。残余的胶质瘤细胞从手术和放化疗中逃逸,导致致命的复发。了解这种复发过程的分子机制对于开发成功的疗法至关重要。这里,我们通过一个统一的管道分析了来自46例神经胶质瘤患者的97个配对的原发和复发样本的全外显子组测序(WES)数据.克隆性和系统发育分析表明,分支进化在神经胶质瘤的复发过程中普遍存在。复发性肿瘤继续通过放化疗独立进化,并具有多种复发选择的遗传改变。如PPFIBP1,PDE4DIP的扩增,还有KRAS,TNFRSF14,DCC,CDKN2A,和MSH6,以及ATRX的突变,ARID1A,KEL,TP53、MSH6和KMT2B。同时,在原发性和复发性神经胶质瘤中鉴定出部分驱动基因内的躯干变异,表明它们可能是理想的治疗目标。有趣的是,与原发性肿瘤相比,复发性胶质瘤的免疫原性没有显著增加.复发性神经胶质瘤的基因组分析提供了鉴定在临床采样的原发性肿瘤中未检测到的潜在临床信息改变的机会。
    Diffuse glioma is a highly heterogeneous central nervous system tumor that is refractory to conventional therapy. Residual glioma cells escape from surgery and chemoradiotherapy, leading to lethal recurrence. Understanding the molecular mechanism of this recurrence process is critical to the development of successful therapies. Here, we analyzed whole-exome sequencing (WES) data of 97 paired primary and recurrent samples from 46 patients with glioma via a uniform pipeline. Clonality and phylogenetic analyses revealed that branching evolution was widespread in the recurrent process of gliomas. Recurrent tumors continued to evolve independently with chemoradiotherapy and harbored multiple recurrence-selected genetic alterations, such as amplification of PPFIBP1, PDE4DIP, and KRAS, deletion of TNFRSF14, DCC, CDKN2A, and MSH6, and mutations in ATRX, ARID1A, KEL, TP53, MSH6, and KMT2B. Meanwhile, truncal variants within partial driver genes were identified among primary and recurrent gliomas, suggesting that they might be ideal therapeutic targets. Intriguingly, the immunogenicity of recurrent gliomas did not increase significantly compared to the primary tumors. Genomic analysis of recurrent gliomas provided an opportunity to identify potentially clinically informative alterations not detected in clinically sampled primary tumors.
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  • 文章类型: Journal Article
    未经证实:不确定潜能克隆造血(CHIP)是无急性髓性白血病(AML)个体中一种新的心血管疾病(CVD)危险因素。
    UNASSIGNED:本研究的目的是检查AML诊断患者中与CHIP相关的突变(CHIP相关突变)与心血管事件(CVE)风险之间的关系。
    UNASSIGNED:这是一项回顾性队列研究,纳入了2015年至2018年间接受DNA分析的623例AML患者。病因特异性风险回归模型用于研究常见CHIP相关基因(DNMT3A,TET2,ASXL1,JAK2,TP53,SRSF2和SF3B1)和CVE(心力衰竭住院率,急性冠脉综合征,冠状动脉血运重建,缺血性卒中,静脉血栓栓塞,和CVD死亡)以及CVE发展和全因死亡率之间。
    未经证实:患者年龄为64.6±15.3岁,265名(42.5%)是女性,63%有至少1个CHIP相关突变。具有CHIP相关突变的患者年龄较大(69.2±12.3vs56.6±16.6岁;P<0.001),并且CVD危险因素和CVD病史的患病率更高。在调整后的分析中,在强化治疗的患者(蒽环类药物)中,任何CHIP相关突变的存在均与CVE的发生率较高相关(HR:1.74;95%CI:1.03~2.93;P=0.037),但与整个队列(HR:1.26;95%CI:0.81~1.97;P=0.31)无关.在强化治疗的患者中,TP53(HR:4.18;95%CI:2.07-8.47;P<0.001)和ASXL1(HR:2.37;95%CI:1.21-4.63;P=0.012)突变与CVE相关。CVE的间期发展与全因死亡率相关(HR:1.99;95%CI:1.45-2.73;P<0.001)。
    未经证实:在接受强化化疗的AML患者中,CHIP相关基因的突变与AML诊断后发生CVE的风险增加相关.
    UNASSIGNED: Clonal hematopoiesis of indeterminate potential (CHIP) is a novel cardiovascular disease (CVD) risk factor in individuals without acute myeloid leukemia (AML).
    UNASSIGNED: The aim of this study was to examine the association between mutations associated with CHIP (CHIP-related mutations) identified in patients at AML diagnosis and the risk for cardiovascular events (CVEs).
    UNASSIGNED: This was a retrospective cohort study of 623 patients with AML treated between 2015 and 2018 who underwent DNA analysis. Cause-specific hazard regression models were used to study the associations between pathogenic mutations in common CHIP-related genes (DNMT3A, TET2, ASXL1, JAK2, TP53, SRSF2, and SF3B1) and the rate of CVEs (heart failure hospitalization, acute coronary syndrome, coronary artery revascularization, ischemic stroke, venous thromboembolism, and CVD death) and between CVE development and all-cause mortality.
    UNASSIGNED: Patients were 64.6 ± 15.3 years of age, 265 (42.5%) were women, and 63% had at least 1 CHIP-related mutation. Those with CHIP-related mutations were older (69.2 ± 12.3 vs 56.6 ± 16.6 years; P < 0.001) and had a greater prevalence of CVD risk factors and CVD history. In adjusted analysis, the presence of any CHIP-related mutation was associated with a higher rate of CVEs (HR: 1.74; 95% CI: 1.03-2.93; P = 0.037) among intensively treated patients (anthracycline based) but not the whole cohort (HR: 1.26; 95% CI: 0.81-1.97; P = 0.31). TP53 (HR: 4.18; 95% CI: 2.07-8.47; P < 0.001) and ASXL1 (HR: 2.37; 95% CI: 1.21-4.63; P = 0.012) mutations were associated with CVEs among intensively treated patients. Interval development of CVEs was associated with all-cause mortality (HR: 1.99; 95% CI: 1.45-2.73; P < 0.001).
    UNASSIGNED: Among patients with AML treated with intensive chemotherapy, mutations in CHIP-related genes were associated with an increased risk for developing incident CVEs after AML diagnosis.
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  • 文章类型: Journal Article
    下一代测序(NGS)极大地改善了癌症研究和临床试验的灵活性和结果,为大规模基因组测试提供高度敏感和准确的高通量平台。与全基因组(WGS)或全外显子组测序(WES)相比,靶向基因组测序(TS)专注于一组已知与疾病发病机理和/或临床相关性密切相关的基因或靶标,提供更大的测序深度,降低成本和数据负担。这允许靶向测序以高置信度识别靶向区域中的低频率变体。因此适用于分析低质量和片段化的临床DNA样本。因此,TS已广泛用于临床研究和试验,用于患者分层和靶向疗法的开发。然而,它向常规临床应用的过渡一直很缓慢。许多技术和分析障碍仍然存在,需要在大规模和跨中心实施之前进行讨论和解决。迫切需要黄金标准和最先进的程序和管道来加速这一过渡。在这篇综述中,我们首先介绍了TS是如何在癌症研究中进行的,包括各种目标浓缩平台,目标面板的构建,以及利用TS对临床样本进行分析的选定研究和临床研究。然后,我们为TS数据提供了一个通用的分析工作流程,详细讨论了重要的参数和过滤器,旨在提供TS使用和分析的最佳实践。
    Next Generation Sequencing (NGS) has dramatically improved the flexibility and outcomes of cancer research and clinical trials, providing highly sensitive and accurate high-throughput platforms for large-scale genomic testing. In contrast to whole-genome (WGS) or whole-exome sequencing (WES), targeted genomic sequencing (TS) focuses on a panel of genes or targets known to have strong associations with pathogenesis of disease and/or clinical relevance, offering greater sequencing depth with reduced costs and data burden. This allows targeted sequencing to identify low frequency variants in targeted regions with high confidence, thus suitable for profiling low-quality and fragmented clinical DNA samples. As a result, TS has been widely used in clinical research and trials for patient stratification and the development of targeted therapeutics. However, its transition to routine clinical use has been slow. Many technical and analytical obstacles still remain and need to be discussed and addressed before large-scale and cross-centre implementation. Gold-standard and state-of-the-art procedures and pipelines are urgently needed to accelerate this transition. In this review we first present how TS is conducted in cancer research, including various target enrichment platforms, the construction of target panels, and selected research and clinical studies utilising TS to profile clinical samples. We then present a generalised analytical workflow for TS data discussing important parameters and filters in detail, aiming to provide the best practices of TS usage and analyses.
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