摘要2610:一种用于多种癌症早期筛查的高性能血液检测方法

Linhao Xu, Jun Wang, Weifeng Ma, Xin Liu, Ting Yang, Sihui Li, Qian Hu, Jinsheng Tao, Z. Ye, Zhiwei Chen, Jian-Bing Fan
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引用次数: 1

摘要

早期发现对提高癌症患者的生存和生活质量至关重要。无细胞DNA (cfDNA)甲基化分析是一种很有前途的诊断方法,可以在症状出现之前早期发现癌症。我们之前报道了一种无创且具有成本效益的甲基化检测方法Aurora,它能够以高特异性和敏感性检测三种主要的癌症类型,特别是在早期(I/II),包括肺癌(LC),乳腺癌(BC),结直肠癌(CRC)。我们改进了这个测试,增加了两种主要的癌症类型,胃癌(GC)和食管癌(EC)。总的来说,这五种癌症占中国新发癌症病例的56%,占癌症相关死亡人数的60%。方法:我们开发了一种新的高通量靶向甲基化分析平台Aurora 2.0 (AACR 2020中提出的Aurora 1.0的改进版本),用于在MiSeqDx系统上通过下一代测序进行分析之前,有效地富集和捕获血浆中癌症特异性DNA甲基化标记物。使用Aurora 2.0分析了GC和EC患者各约100例(大部分处于I/II期),以及约200例健康对照,并用于模型开发和验证。结果和讨论:从409份血浆样本中获得cfDNA甲基化谱,其中包括206名健康对照,98名GC和105名EC患者。建立Logistic回归模型,GC和EC的曲线下面积(AUC)分别为94.0%和93.5%。总体而言,Aurora 2.0在LC/BC/CRC/GC/EC上的AUC分别为97.3%、96.2%、92%、94%和93.5%。目前正在进行一项独立队列研究(约2000份血浆样本,包括肺癌、乳腺癌、结直肠癌、胃癌和食管癌等5种癌症类型,与健康对照),以进一步验证该试验的前瞻性。该测试的卓越性能和成本效益(约100美元)可以使无症状和平均风险人群的多种主要癌症的早期癌症筛查更容易实现。引用格式:徐林浩,王军,马伟峰,刘鑫,杨婷,李思慧,胡倩,陶金生,叶竹佳,陈志伟,樊建兵。一种用于多种癌症早期筛查的高性能血液检测方法[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):2610。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Abstract 2610: A high performance blood test for multiple cancer early screening
Introduction: Early detection is critical to improving cancer patient survival and quality of life. Cell-free DNA (cfDNA) methylation profiling is a promising diagnostic approach for early detection of cancer, even before symptoms appear. We previously reported a non-invasive and cost-effective methylation test, Aurora, which is able to detect three major cancer types with high specificity and sensitivity especially at early stages (I/II), including lung cancer (LC), breast cancer (BC), colorectal cancer (CRC). We have improved this test to include two additional major cancer types, gastric cancer (GC) and esophageal cancer (EC). Taking together, these five cancer types represent 56% of new cancer cases and 60% of cancer-related deaths in China. Methods: We developed a novel high-throughput targeted methylation profiling platform, Aurora 2.0 (an improved version of Aurora 1.0, as presented in AACR 2020), to efficiently enrich and capture cancer-specific DNA methylation markers in plasma, prior to analysis via next-generation sequencing on a MiSeqDx system. About 100 cases each for GC and EC patients (mostly at Stage I/II), together with ~200 healthy controls, have been analyzed by using Aurora 2.0 and used for model development and validation. Results and Discussion: cfDNA methylation profiles have been obtained from 409 plasma samples, comprising 206 healthy controls, 98 GC and 105 EC patients. Logistic regression model has been developed with the Area Under Curve (AUC) of 94.0% and 93.5% for GC and EC, respectively. Overall, the performance (AUC) of Aurora 2.0 for LC/BC/CRC/GC/EC are 97.3%, 96.2%, 92%, 94% and 93.5%, respectively. An independent cohort (~2,000 plasma samples, five cancer types including lung, breast, colorectal, gastric and esophageal cancers with healthy controls) study is undergoing to further validate this test prospectively. The superior performance and cost-effectiveness (~$100) of the test could make early cancer screening of multiple major cancers in symptom-free and average-risk populations more achievable. Citation Format: Linhao Xu, Jun Wang, Weifeng Ma, Xin Liu, Ting Yang, Sihui Li, Qian Hu, Jinsheng Tao, Zhujia Ye, Zhiwei Chen, Jian-Bing Fan. A high performance blood test for multiple cancer early screening [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2610.
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