Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China.
College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, Zhejiang 310023, China.
J Am Chem Soc. 2024 Jul 24;146(29):19874-19885. doi: 10.1021/jacs.4c03061. Epub 2024 Jul 15.
Detection of serum protein biomarkers is extremely challenging owing to the superior complexity of serum. Here, we report a method of proteome fishing from the serum. It uses a magnetic nanoparticle-protein corona and a multiplexed aptamer panel, which we incubated with the nanoparticle-protein corona for biomarker recognition. To transfer protein biomarker detection to aptamer detection, we established a CRISPR/Cas12a-based orthogonal multiplex aptamer sensing (COMPASS) platform by profiling the aptamers of protein corona with clinical nonsmall cell lung cancer (NSCLC) serum samples. Furthermore, we determined the four out of nine (FOON) panel (including HE4, NSE, AFP, and VEGF165) to be the most cost-effective and accurate panel for COMPASS in NSCLC diagnosis. The diagnostic accuracy of NSCLC by the FOON panel with internal and external cohorts was 95.56% (ROC-AUC = 99.40%) and 89.58% (ROC-AUC = 95.41%), respectively. Our developed COMPASS technology circumvents the otherwise challenging multiplexed serum protein amplification problem and avoids aptamer degradation in serum. Therefore, this novel COMPASS could lead to the development of a facile, cost-effective, intelligent, and high-throughput diagnostic platform for large-cohort cancer screening.
由于血清的复杂性很高,因此血清蛋白生物标志物的检测极具挑战性。在这里,我们报告了一种从血清中进行蛋白质组学研究的方法。该方法使用了磁性纳米颗粒-蛋白质冠和多重适配体面板,我们将纳米颗粒-蛋白质冠与适配体面板孵育,以识别生物标志物。为了将蛋白质生物标志物检测转化为适配体检测,我们通过对临床非小细胞肺癌(NSCLC)血清样本进行蛋白质冠的适配体分析,建立了基于 CRISPR/Cas12a 的正交多重适配体传感(COMPASS)平台。此外,我们确定了四个蛋白(HE4、NSE、AFP 和 VEGF165)的 FOON 面板(包括 HE4、NSE、AFP 和 VEGF165)是最具成本效益和准确性的 COMPASS NSCLC 诊断面板。FOON 面板在内部和外部队列中对 NSCLC 的诊断准确性分别为 95.56%(ROC-AUC = 99.40%)和 89.58%(ROC-AUC = 95.41%)。我们开发的 COMPASS 技术解决了复杂的多重血清蛋白放大问题,并避免了适配体在血清中的降解。因此,这种新型的 COMPASS 可以为大型癌症筛查开发出一种简便、经济高效、智能和高通量的诊断平台。