Jianhua Zhao, Jacquelyn Reuther, Kaylee Scozzaro, Megan Hawley, Emily Metzger, Matthew Emery, Ingrid Chen, Michelle Barbosa, Laura Johnson, Alijah O'Connor, Mike Washburn, Luke Hartje, Erik Reckase, Verity Johnson, Yuhua Zhang, Emily Westheimer, William O'Callaghan, Nirav Malani, Adrian Chesh, Michael Moreau, Robert Daber
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The Invitae Personalized Cancer Monitoring<sup>™</sup> assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors.</p><p><strong>Methods: </strong>The assay's tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers.</p><p><strong>Results: </strong>Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18-50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity).</p><p><strong>Conclusions: </strong>The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18-50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. This assay may support patient prognostic stratification, provide real-time data on therapy responses, and enable early detection of residual/recurrent disease.</p>","PeriodicalId":49797,"journal":{"name":"Molecular Diagnosis & Therapy","volume":" ","pages":"753-768"},"PeriodicalIF":4.1000,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/70/5c/40291_2023_Article_670.PMC10590345.pdf","citationCount":"0","resultStr":"{\"title\":\"Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors.\",\"authors\":\"Jianhua Zhao, Jacquelyn Reuther, Kaylee Scozzaro, Megan Hawley, Emily Metzger, Matthew Emery, Ingrid Chen, Michelle Barbosa, Laura Johnson, Alijah O'Connor, Mike Washburn, Luke Hartje, Erik Reckase, Verity Johnson, Yuhua Zhang, Emily Westheimer, William O'Callaghan, Nirav Malani, Adrian Chesh, Michael Moreau, Robert Daber\",\"doi\":\"10.1007/s40291-023-00670-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy responses in patients with solid tumors. The Invitae Personalized Cancer Monitoring<sup>™</sup> assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors.</p><p><strong>Methods: </strong>The assay's tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers.</p><p><strong>Results: </strong>Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18-50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity).</p><p><strong>Conclusions: </strong>The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18-50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. 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引用次数: 0
摘要
背景:已经开发了高灵敏度的分子测定法来检测基于血浆的循环肿瘤DNA(ctDNA),新出现的证据表明,它们在监测最小残留疾病和复发疾病、提供预后信息和监测实体瘤患者的治疗反应方面具有临床实用性。The Invitae个性化癌症监测™ 该检测使用通过全外显子组测序鉴定的患者特异性、肿瘤知情的变异特征来检测实体瘤患者外周血中的ctDNA。方法:使用250个独特的人类样本和9个商业参考样本对该测定的肿瘤全外显子组测序和ctDNA检测成分进行分析验证,这些样本产生了1349个全外显体组测序和无细胞DNA(cfDNA)衍生文库。肿瘤和种系全外显子组测序的比较用于识别患者特异性肿瘤变体特征并生成患者特异性面板,然后使用具有锚定多重聚合酶链式反应化学利用独特分子标识符的患者特异性小组对血浆来源的cfDNA进行靶向下一代测序。结果:全外显子组测序的总体灵敏度为99.8%,特异性>99.9%。成功设计了63个肿瘤含量≥20%的样本(100%)和30个肿瘤含量≤10%的样本中的24个样本(80%)的患者特异性小组。使用30个组织学正常、福尔马林固定的石蜡包埋标本的空白研究极限导致100%预期的面板设计失败。ctDNA检测组分对10 ng cfDNA输入、0.008%等位基因频率、患者特异性面板上的50个变体和基线阈值的组合显示出>99.9%的特异性和96.3%的灵敏度。在具有基线阈值的患者特异性组中,当使用60ng具有18-50个变体的cfDNA输入时(>99.9%的灵敏度),检测极限为0.008%的等位基因频率;当使用10ng具有监测阈值的18个变体组的cfDNA输入时(>99.9%的灵敏度)。结论:Invitae个性化癌症监测试验采用灵活的患者特异性面板设计,具有18-50个变异,在变异等位基因频率低至0.008%时检测ctDNA具有高灵敏度和特异性。该试验可支持患者预后分层,提供治疗反应的实时数据,并且能够早期检测残留/复发性疾病。
Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors.
Background: Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy responses in patients with solid tumors. The Invitae Personalized Cancer Monitoring™ assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors.
Methods: The assay's tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers.
Results: Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18-50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity).
Conclusions: The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18-50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. This assay may support patient prognostic stratification, provide real-time data on therapy responses, and enable early detection of residual/recurrent disease.
期刊介绍:
Molecular Diagnosis & Therapy welcomes current opinion articles on emerging or contentious issues, comprehensive narrative reviews, systematic reviews (as outlined by the PRISMA statement), original research articles (including short communications) and letters to the editor. All manuscripts are subject to peer review by international experts.