Analytical Validation of an Early Detection Pancreatic Cancer Test Using 5-Hydroxymethylation Signatures

IF 3.4 3区 医学 Q1 PATHOLOGY
Shimul Chowdhury , Michael Kesling , Micah Collins , Vanessa Lopez , Yuan Xue , Glenn Oliveira , Verena Friedl , Anna Bergamaschi , David Haan , Wayne Volkmuth , Samuel Levy
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引用次数: 0

Abstract

Early detection of pancreatic cancer has been shown to improve patient survival rates. However, effective early detection tools to detect pancreatic cancer do not currently exist. The Avantect Pancreatic Cancer Test, leveraging the 5-hydroxymethylation [5-hydroxymethylcytosine (5hmC)] signatures in cell-free DNA, was developed and analytically validated to address this unmet need. We report a comprehensive analytical validation study encompassing precision, sample stability, limit of detection, interfering substance studies, and a comparison with an alternative method. The assay performance on an independent case-control patient cohort was previously reported with a sensitivity for early-stage (stage I/II) pancreatic cancer of 68.3% (95% CI, 51.9%–81.9%) and an overall specificity of 96.9% (95% CI, 96.1%–97.7%). Precision studies showed a cancer classification of 100% concordance in biological replicates. The sample stability studies revealed stable assay performance for up to 7 days after blood collection. The limit of detection studies revealed equal results between early- and late-stage cancer samples, emphasizing strong early-stage performance characteristics. Comparisons of concordance of the Avantect assay with the enzymatic methyl sequencing (EM-Seq) method, which measures both methylation (5-methylcytosine) and 5hmC, were >95% for all samples tested. The Avantect Pancreatic Cancer Test showed strong analytical validation in multiple validation studies required for laboratory-developed test accreditation. The comparison of 5hmC versus EM-Seq further validated the 5hmC approach as a robust and reproducible assay.

利用 5-羟甲基化特征对胰腺癌早期检测试剂盒进行分析验证
事实证明,早期发现胰腺癌可以提高患者的生存率。然而,目前还没有有效的胰腺癌早期检测工具。Avantect胰腺癌检测试剂盒利用无细胞DNA中的5-羟甲基化[5-羟甲基胞嘧啶(5hmC)]特征进行开发和分析验证,以满足这一尚未满足的需求。我们报告了一项全面的分析验证研究,包括精确度、样品稳定性、检测限、干扰物质研究以及与替代方法的比较。此前曾有报告称,该检测方法在独立病例对照患者队列中的性能表现为:对早期(I/II 期)胰腺癌的灵敏度为 68.3%(95% CI,51.9%-81.9%),总体特异性为 96.9%(95% CI,96.1%-97.7%)。精密度研究显示,生物重复样本中癌症分类的一致性为 100%。样本稳定性研究表明,采血后 7 天内检测性能稳定。检测限研究显示,早期和晚期癌症样本的检测结果相同,突出了早期癌症样本的强大性能特征。Avantect 检测法与同时检测甲基化(5-甲基胞嘧啶)和 5hmC 的酶法甲基测序(EM-Seq)法的一致性比较结果显示,所有检测样本的一致性均大于 95%。Avantect 胰腺癌检测试剂盒在实验室开发的检测认证所需的多项验证研究中显示出强大的分析验证能力。5hmC 与 EM-Seq 的比较进一步验证了 5hmC 方法是一种稳健、可重复的检测方法。
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来源期刊
CiteScore
8.10
自引率
2.40%
发文量
143
审稿时长
43 days
期刊介绍: The Journal of Molecular Diagnostics, the official publication of the Association for Molecular Pathology (AMP), co-owned by the American Society for Investigative Pathology (ASIP), seeks to publish high quality original papers on scientific advances in the translation and validation of molecular discoveries in medicine into the clinical diagnostic setting, and the description and application of technological advances in the field of molecular diagnostic medicine. The editors welcome for review articles that contain: novel discoveries or clinicopathologic correlations including studies in oncology, infectious diseases, inherited diseases, predisposition to disease, clinical informatics, or the description of polymorphisms linked to disease states or normal variations; the application of diagnostic methodologies in clinical trials; or the development of new or improved molecular methods which may be applied to diagnosis or monitoring of disease or disease predisposition.
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