Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
Department of Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota.
Cancer Prev Res (Phila). 2021 Feb;14(2):223-232. doi: 10.1158/1940-6207.CAPR-20-0403. Epub 2020 Oct 16.
Pancreatic ductal adenocarcinoma (PDAC) is often diagnosed too late for effective therapy. The classic strategy for early detection biomarker advancement consists of initial retrospective phases of discovery and validation with tissue samples taken from individuals diagnosed with disease, compared with controls. Using this approach, we previously reported the discovery of a blood biomarker panel consisting of thrombospondin-2 (THBS2) and CA19-9 that together could discriminate resectable stage I and IIa PDAC as well as stages III and IV PDAC, with c-statistic values in the range of 0.96 to 0.97 in two phase II studies. We now report that in two studies of blood samples prospectively collected from 1 to 15 years prior to a PDAC diagnosis (Mayo Clinic and PLCO cohorts), THBS2 and/or CA19-9 failed to discriminate cases from healthy controls at the AUC = 0.8 needed. We conclude that PDAC progression may be heterogeneous and for some individuals can be more rapid than generally appreciated. It is important that PDAC early-detection studies incorporate high-risk, prospective prediagnostic cohorts into discovery and validation studies. A blood biomarker panel of THBS2 and CA19-9 detects early stages of pancreatic ductal adenocarcinoma at diagnosis, but not when tested across a population up to 1 year earlier. Our findings suggest serial sampling over time, using prospectively collected samples for biomarker discovery, and more frequent screening of high-risk individuals.
胰腺导管腺癌(PDAC)通常在治疗有效的时候被诊断出来。经典的早期检测生物标志物的策略包括使用从诊断为疾病的个体中获取的组织样本进行初始回顾性发现和验证阶段,与对照组进行比较。使用这种方法,我们之前报告了发现一个由血栓反应蛋白-2(THBS2)和 CA19-9 组成的血液生物标志物面板,该面板可以共同区分可切除的 I 期和 IIa 期 PDAC 以及 III 期和 IV 期 PDAC,在两项 II 期研究中的 C 统计值范围为 0.96 至 0.97。我们现在报告说,在两项前瞻性收集 PDAC 诊断前 1 至 15 年的血液样本研究中(梅奥诊所和 PLCO 队列),THBS2 和/或 CA19-9 未能在 AUC = 0.8 处区分病例与健康对照。我们得出的结论是,PDAC 的进展可能是异质的,对于一些人来说,可能比一般人认为的更快。PDAC 早期检测研究将高危、前瞻性预诊断队列纳入发现和验证研究非常重要。THBS2 和 CA19-9 的血液生物标志物面板在诊断时可检测到胰腺导管腺癌的早期阶段,但在对提前 1 年的人群进行测试时则无法检测到。我们的研究结果表明,随着时间的推移进行连续采样,使用前瞻性收集的样本进行生物标志物发现,并对高危个体进行更频繁的筛查。