Analytical validity

  • 文章类型: Journal Article
    一直需要提高液体活检的灵敏度。本报告旨在报告基于下一代测序(NGS)的循环肿瘤DNA(ctDNA)测定的分析和临床验证。
    通过评估检测限(LOD)在体外进行分析验证,精度,以及对各种基因组畸变的特异性。通过将AlphaLiquid®100的结果与基于组织的结果进行比较来评估非小细胞肺癌(NSCLC)的真实世界性能。
    输入30ngDNA的LOD为0.11%,0.11%,0.06%,0.21%,和2.13个拷贝用于检测SNV,插入,删除,融合,和拷贝数改变(CNA),分别。定量地,SNV/INDEL,融合,和CNAs显示出良好的相关性(R2=0.91、0.40和0.65;y=0.95、1.06和1.19)与制造商的值,并且所有类型的变体的每碱基特异性接近100%。在真实世界的非小细胞肺癌(n=122),用ctDNA分析检测到NSCLC中的关键可操作突变占60.7%(74/122).针对所有关键突变的基于NGS的组织结果的比较分析显示85.3%的阳性一致性百分比(PPA)。对于单个基因,EGFR突变的PPA高达95.7%,ALK易位的PPA高达83.3%.AlphaLiquid100在低至0.02%的变体等位基因频率下检测到药物敏感性EGFR突变,并且在组织样品缺失的情况下还鉴定出EGFR突变。靶向治疗后收集的血样揭示了额外的获得性突变。
    AlphaLiquid®100ctDNA分析显示出强大的分析有效性,为非小细胞肺癌患者提供临床重要信息。
    OBJECTIVE: There have been needs to improve the sensitivity of liquid biopsy. This report aims to report the analytical and clinical validation of a next-generation sequencing (NGS)-based circulating tumor DNA (ctDNA) assay.
    METHODS: Analytical validation was conducted in vitro by evaluating the limit of detection (LOD), precision, and specificity for various genomic aberrations. The real-world performance in non-small cell lung cancer (NSCLC) was assessed by comparing the results of AlphaLiquid100 to the tissue-based results.
    RESULTS: The LODs with 30 ng input DNA were 0.11%, 0.11%, 0.06%, 0.21%, and 2.13 copies for detecting single nucleotide variants, insertions, deletions, fusions, and copy number alterations (CNA), respectively. Quantitatively, single nucleotide variants/insertions and deletions, fusions, and CNAs showed a good correlation (R2=0.91, 0.40, and 0.65; y=0.95, 1.06, and 1.19) to the manufacturer\'s values, and per-base specificities for all types of variants were near 100%. In real-world NSCLC (n=122), key actionable mutations in NSCLC were detected in 60.7% (74/122) with the ctDNA assay. Comparative analysis against the NGS-based tissue results for all key mutations showed positive percent agreement (PPA) of 85.3%. For individual genes, the PPA was as high as 95.7% for epidermal growth factor receptor (EGFR) mutations and 83.3% for ALK translocations. AlphaLiquid100 detected drug-sensitive EGFR mutation at a variant allele frequency as low as 0.02% and also identified an EGFR mutation in a case where tissue sample missed. Blood samples collected post-targeted therapies revealed additional acquired mutations.
    CONCLUSIONS: The AlphaLiquid100 ctDNA assay demonstrates robust analytical validity, offering clinically important information for NSCLC patients.
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  • 文章类型: Journal Article
    血液蛋白质组,由成千上万参与各种生物过程的蛋白质组成,作为各种医学应用的潜在生物标志物的有价值的来源。PROphet是一种基于血浆蛋白质组学的测试,可作为非小细胞肺癌(NSCLC)患者的决策支持工具,结合使用SomaScan技术和随后的计算算法的蛋白质组学分析。PROphet被实施为实验室开发的测试(LDT)。根据《临床实验室改善修正案》(CLIA)和办公室实验室认证委员会(COLA)条例,在发布患者测试结果之前,位于美国的使用LDT的临床实验室必须检查其在分析有效性方面的性能特征。这项研究描述了PROphet测试的实验和计算分析有效性,根据CLIA/COLA法规的要求。实验精度分析显示,板内和板间检查的中值变异系数(CV)为3.9%和4.7%,分别,站点之间的中位数准确率为88%。计算精度表现出很高的准确率,93%的样本显示结果完全一致。SomaScan和其他蛋白质组学平台之间的跨平台比较得出的Spearman等级相关系数中位数为0.51,证实了在PROphet测试下使用的SomaScan平台的一致性和可靠性。我们的研究提供了一个强大的框架,用于评估将实验测定与后续计算算法相结合的平台的分析有效性。当应用于PROphet测试时,证明了测试的强大分析性能。
    The blood proteome, consisting of thousands of proteins engaged in various biological processes, acts as a valuable source of potential biomarkers for various medical applications. PROphet is a plasma proteomics-based test that serves as a decision-support tool for non-small cell lung cancer (NSCLC) patients, combining proteomic profiling using SomaScan technology and subsequent computational algorithm. PROphet was implemented as a laboratory developed test (LDT). Under the Clinical Laboratory Improvement Amendments (CLIA) and Commission on Office Laboratory Accreditation (COLA) regulations, prior to releasing patient test results, a clinical laboratory located in the United States employing an LDT must examine its performance characteristics with regard to analytical validity. This study describes the experimental and computational analytical validity of the PROphet test, as required by CLIA/COLA regulations. Experimental precision analysis displayed a median coefficient of variation (CV) of 3.9 % and 4.7 % for intra-plate and inter-plate examination, respectively, and the median accuracy rate between sites was 88 %. Computational precision exhibited a high accuracy rate, with 93 % of samples displaying complete concordance in results. A cross-platform comparison between SomaScan and other proteomics platforms yielded a median Spearman\'s rank correlation coefficient of 0.51, affirming the consistency and reliability of the SomaScan platform as used under the PROphet test. Our study presents a robust framework for evaluating the analytical validity of a platform that combines an experimental assay with subsequent computational algorithms. When applied to the PROphet test, strong analytical performance of the test was demonstrated.
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  • 文章类型: Journal Article
    步态和平衡障碍通常存在于多发性硬化症(PwMS)患者中,并对生活质量和独立性产生重大影响。用于评估步态和平衡的黄金标准定量工具,如运动捕捉系统和测力板,通常需要复杂的技术设置。可穿戴传感器,包括那些集成到智能手机中的,提供更频繁的,方便,以及在家庭环境中进行最低限度的功能性残疾评估。我们开发了一种新颖的基于智能手机传感器的应用程序(Floodlight),该应用程序已在多种研究和临床环境中使用。但是仍然缺乏对这项技术的完整验证。
    该方案描述了旨在评估Floodlight步态和平衡测试的分析和临床有效性的观察性研究。大约100个PwMS和35个健康对照将在基于实验室和现实世界的环境中执行多种步态和平衡任务,以探索以下特性:(a)Floodlight步态和平衡测试与黄金标准评估的并发有效性;(b)在不同控制步态和平衡条件下得出的Floodlight数字测量的可靠性,和不同的身体传感器位置;(c)测试的生态有效性;(d)与临床和患者报告的评估相比,构建有效性。
    FloodlightGaitLab研究(ISRCTN15993728)代表了Floodlight技术在PwMS中测量步态和平衡的技术验证中的关键步骤,并将允许开发新的测试设计和算法。
    UNASSIGNED: Gait and balance impairments are often present in people with multiple sclerosis (PwMS) and have a significant impact on quality of life and independence. Gold-standard quantitative tools for assessing gait and balance such as motion capture systems and force plates usually require complex technical setups. Wearable sensors, including those integrated into smartphones, offer a more frequent, convenient, and minimally burdensome assessment of functional disability in a home environment. We developed a novel smartphone sensor-based application (Floodlight) that is being used in multiple research and clinical contexts, but a complete validation of this technology is still lacking.
    UNASSIGNED: This protocol describes an observational study designed to evaluate the analytical and clinical validity of Floodlight gait and balance tests. Approximately 100 PwMS and 35 healthy controls will perform multiple gait and balance tasks in both laboratory-based and real-world environments in order to explore the following properties: (a) concurrent validity of the Floodlight gait and balance tests against gold-standard assessments; (b) reliability of Floodlight digital measures derived under different controlled gait and balance conditions, and different on-body sensor locations; (c) ecological validity of the tests; and (d) construct validity compared with clinician- and patient-reported assessments.
    UNASSIGNED: The Floodlight GaitLab study (ISRCTN15993728) represents a critical step in the technical validation of Floodlight technology to measure gait and balance in PwMS, and will also allow the development of new test designs and algorithms.
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  • 文章类型: Journal Article
    步进量和速率的度量是可穿戴设备的常见输出,比如加速度计。有人提出生物医学技术,包括加速度计和他们的算法,应经过严格的验证以及分析和临床验证,以证明它们符合目的。这项研究的目的是使用V3框架来评估腕部佩戴的步进量和速率测量系统的分析和临床有效性,由GENEActiv加速度计和GENEAcount步长计数算法组成。通过测量手腕穿戴系统和大腿穿戴系统(activPAL)之间的一致性水平来评估分析有效性,参考措施。通过建立步进量和速率变化与身体功能变化(SPPB评分)之间的前瞻性关联来评估临床有效性。大腿穿戴参考系统和手腕穿戴系统的一致性在每日总步数方面非常好(CCC=0.88,95%CI0.83-0.91),而在步行步数和步调更快的步数方面则中等(CCC=0.61,95%CI0.53-0.68和0.55,95%CI0.46-0.64)。更多的总步数和更快的步数与更好的身体机能始终相关。24个月后,每天增加1000个快节奏的步行步数与临床上有意义的身体功能增加有关(0.53SPPB评分,95%CI0.32-0.74)。我们已经验证了数字易感性/风险生物标志物pfSTEP,该生物标志物使用腕部佩戴的加速度计及其附带的开源计步算法识别社区居住的老年人身体功能低下的相关风险。
    Measures of stepping volume and rate are common outputs from wearable devices, such as accelerometers. It has been proposed that biomedical technologies, including accelerometers and their algorithms, should undergo rigorous verification as well as analytical and clinical validation to demonstrate that they are fit for purpose. The aim of this study was to use the V3 framework to assess the analytical and clinical validity of a wrist-worn measurement system of stepping volume and rate, formed by the GENEActiv accelerometer and GENEAcount step counting algorithm. The analytical validity was assessed by measuring the level of agreement between the wrist-worn system and a thigh-worn system (activPAL), the reference measure. The clinical validity was assessed by establishing the prospective association between the changes in stepping volume and rate with changes in physical function (SPPB score). The agreement of the thigh-worn reference system and the wrist-worn system was excellent for total daily steps (CCC = 0.88, 95% CI 0.83-0.91) and moderate for walking steps and faster-paced walking steps (CCC = 0.61, 95% CI 0.53-0.68 and 0.55, 95% CI 0.46-0.64, respectively). A higher number of total steps and faster paced-walking steps was consistently associated with better physical function. After 24 months, an increase of 1000 daily faster-paced walking steps was associated with a clinically meaningful increase in physical function (0.53 SPPB score, 95% CI 0.32-0.74). We have validated a digital susceptibility/risk biomarker-pfSTEP-that identifies an associated risk of low physical function in community-dwelling older adults using a wrist-worn accelerometer and its accompanying open-source step counting algorithm.
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  • 文章类型: Journal Article
    A major evolution from purely clinical diagnoses to biomarker supported clinical diagnosing has been occurring over the past years in neurology. High-throughput methods, such as next-generation sequencing and mass spectrometry-based proteomics along with improved neuroimaging methods, are accelerating this development. This calls for a consensus framework that is broadly applicable and provides a spot-on overview of the clinical validity of novel biomarkers. We propose a harmonized terminology and a uniform concept that stratifies biomarkers according to clinical context of use and evidence levels, adapted from existing frameworks in oncology with a strong focus on (epi)genetic markers and treatment context. We demonstrate that this framework allows for a consistent assessment of clinical validity across disease entities and that sufficient evidence for many clinical applications of protein biomarkers is lacking. Our framework may help to identify promising biomarker candidates and classify their applications by clinical context, aiming for routine clinical use of (protein) biomarkers in neurology.
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  • 文章类型: Journal Article
    目的:本研究的目的是比较Quidel的快速抗原测试SofiaSARS抗原荧光免疫测定(FIA)(Sofia)和实时逆转录聚合酶链反应(rRT-PCR)测试。
    方法:从每个测试受试者中取出两个样品-1用于用Sofia测试测试,1用于用rRT-PCR测试测试。总的来说,我们从146名出现感染症状的受试者(第1组)和672名不考虑症状的受试者(第2组)中抽取拭子.
    结果:在第1组中,抗原测试的敏感性为90.0%,特异性为97.5%。在第2组中,抗原检测的敏感性为81.4%,特异性为98.9%。除了无症状患者,快速抗原检测的假阴性结果也发生在阈值较高(周期阈值>30)的受试者中.
    结论:我们的结果表明,根据世界卫生组织的标准,索非亚测试符合诊断测试的标准,因为它们表现出很高的敏感性和特异性,也许最重要的是,高阴性预测值(>95%)。
    OBJECTIVE: The purpose of this study was to compare Quidel\'s rapid antigen test Sofia SARS antigen Fluorescent Immunoassay (FIA) (Sofia) with the real-time reverse transcription-polymerase chain reaction (rRT-PCR) test.
    METHODS: Two samples were taken from each test subject-1 for testing with the Sofia test and 1 for testing with the rRT-PCR test. In total, swabs were taken from 146 subjects who presented symptoms of infection (group 1) and 672 subjects who were tested regardless of symptoms (group 2).
    RESULTS: In group 1, the sensitivity of the antigen test was 90.0% and its specificity 97.5%. In group 2, however, the sensitivity of the antigen test was 81.4% and the specificity 98.9%. In addition to asymptomatic patients, false-negative results of rapid antigen tests also occurred in subjects with high threshold values (cycle threshold > 30).
    CONCLUSIONS: Our results show that the Sofia test meets the standards for diagnostic tests according to the criteria of the World Health Organization, as they show high sensitivity and specificity, and perhaps most importantly, a high negative predictive value (> 95%).
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  • 文章类型: Journal Article
    最重要的生物标志物,包括在阿尔茨海默病(AD)研究框架是淀粉样蛋白-β斑块沉积,p-tau,t-tau,和神经变性。尽管脑脊液(CSF)生物标志物包括在最新的AD研究标准中,它们在常规临床实践中的使用正在增加,并且还应用于AD的临床前阶段,包括轻度认知障碍.关于AD诊断的临床前阶段,这些生物标志物的作用尚不清楚。CSF方法学,以及生物标志物测试的成本效益。关于在临床实践中使用生物标志物的争议与分析有效性的概念有关。临床有效性,和临床效用以及他们是否能够在没有AD临床表型支持的情况下诊断AD的问题。
    本工作的目的是揭示在临床背景下在AD的诊断中使用CSF生物标志物的优点和缺点。
    我们使用PubMed作为发表的文章的主要来源,最终的参考列表是根据与本工作涵盖的主题相关的基础生成的。
    使用CSF生物标志物诊断AD当然很重要,但其在常规临床实践中的指征,尤其是在前驱条件下,需要进行调节,并考虑到可能的临床AD表型的多样性。
    我们建议AD的诊断应同时理解为临床和病理。
    The most significant biomarkers that are included in the Alzheimer\'s disease (AD) research framework are amyloid-β plaques deposition, p-tau, t-tau, and neurodegeneration.Although cerebrospinal fluid (CSF) biomarkers are included in the most recent AD research criteria, their use is increasing in the routine clinical practice and is applied also to the preclinical phases of AD, including mild cognitive impairment. The role of these biomarkers is still unclear concerning the preclinical stage of AD diagnosis, the CSF methodology, and the costs-benefits of the biomarkers\' tests. The controversies regarding the use of biomarkers in the clinical practice are related to the concepts of analytical validity, clinical validity, and clinical utility and to the question of whether they are able to diagnose AD without the support of AD clinical phenotypes.
    The objective of the present work is to expose the strengths and weaknesses of the use of CSF biomarkers in the diagnosis of AD in a clinical context.
    We used PubMed as main source for articles published and the final reference list was generated on the basis of relevance to the topics covered in this work.
    The use of CSF biomarkers for AD diagnosis is certainly important but its indication in routine clinical practice, especially for prodromal conditions, needs to be regulated and also contextualized considering the variety of possible clinical AD phenotypes.
    We suggest that the diagnosis of AD should be understood both as clinical and pathological.
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  • 文章类型: Journal Article
    OBJECTIVE: The nuclear proliferation marker Ki67 assayed by immunohistochemistry has multiple potential uses in breast cancer, but an unacceptable level of interlaboratory variability has hampered its clinical utility. The International Ki67 in Breast Cancer Working Group has undertaken a systematic programme to determine whether Ki67 measurement can be analytically validated and standardised among laboratories. This study addresses whether acceptable scoring reproducibility can be achieved on excision whole sections.
    RESULTS: Adjacent sections from 30 primary ER+ breast cancers were centrally stained for Ki67 and sections were circulated among 23 pathologists in 12 countries. All pathologists scored Ki67 by two methods: (i) global: four fields of 100 tumour cells each were selected to reflect observed heterogeneity in nuclear staining; (ii) hot-spot: the field with highest apparent Ki67 index was selected and up to 500 cells scored. The intraclass correlation coefficient (ICC) for the global method [confidence interval (CI) = 0.87; 95% CI = 0.799-0.93] marginally met the prespecified success criterion (lower 95% CI ≥ 0.8), while the ICC for the hot-spot method (0.83; 95% CI = 0.74-0.90) did not. Visually, interobserver concordance in location of selected hot-spots varies between cases. The median times for scoring were 9 and 6 min for global and hot-spot methods, respectively.
    CONCLUSIONS: The global scoring method demonstrates adequate reproducibility to warrant next steps towards evaluation for technical and clinical validity in appropriate cohorts of cases. The time taken for scoring by either method is practical using counting software we are making publicly available. Establishment of external quality assessment schemes is likely to improve the reproducibility between laboratories further.
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  • 文章类型: Journal Article
    Multigene panel testing for breast and ovarian cancer predisposition diagnosis is a useful tool as it makes possible to sequence a considerable number of genes in a large number of individuals. More than 200 different multigene panels in which the two major BRCA1 and BRCA2 breast cancer predisposing genes are included are proposed by public or commercial laboratories. We review the clinical validity and clinical utility of the 26 genes most oftenly included in these panels. Because clinical validity and utility are not established for all genes and due to the heterogeneity of tumour risk levels, there is a substantial difficulty in the routine use of multigene panels if management guidelines and recommendations for testing relatives are not previously defined for each gene. Besides, the classification of variant of unknown significance (VUS) is a particular limitation and challenge. Efforts to classify VUSs and also to identify factors that modify cancer risks are now needed to produce personalised risk estimates. The complexity of information, the capacity to come back to patients when VUS are re-classified as pathogenic, and the expected large increase in the number of individuals to be tested especially when the aim of multigene panel testing is not only prevention but also treatment are challenging both for physicians and patients. Quality of tests, interpretation of results, information and accompaniment of patients must be at the heart of the guidelines of multigene panel testing.
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  • 文章类型: Journal Article
    Recent circulating tumor DNA (ctDNA) research has demonstrated its potential as a non-invasive biomarker for cancer. However, the deployment of ctDNA assays in routine clinical practice remains challenging owing to variability in analytical approaches and the assessment of clinical significance. A well-developed, analytically valid ctDNA assay is a prerequisite for integrating ctDNA into cancer management, and an appropriate analytical technology is crucial for the development of a ctDNA assay. Other determinants including pre-analytical procedures, test validation, internal quality control (IQC), and continual proficiency testing (PT) are also important for the accuracy of ctDNA assays. In the present review, we will focus on the most widely used ctDNA detection technologies and the key quality management measures used to assure the accuracy of ctDNA assays. The aim of this review is to provide useful information for technology selection during ctDNA assay development and assure a reliable test result in clinical practice.
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