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使用质谱法麦胚凝集素多反应监测技术进行结直肠癌早期检测的临床检测方法

Clinical Assay for the Early Detection of Colorectal Cancer Using Mass Spectrometric Wheat Germ Agglutinin Multiple Reaction Monitoring.

作者信息

Tsai I-Jung, Su Emily Chia-Yu, Tsai I-Lin, Lin Ching-Yu

机构信息

Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.

Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.

出版信息

Cancers (Basel). 2021 May 2;13(9):2190. doi: 10.3390/cancers13092190.

Abstract

Colorectal cancer (CRC) is currently the third leading cause of cancer-related mortality in the world. U.S. Food and Drug Administration-approved circulating tumor markers, including carcinoembryonic antigen, carbohydrate antigen (CA) 19-9 and CA125 were used as prognostic biomarkers of CRC that attributed to low sensitivity in diagnosis of CRC. Therefore, our purpose is to develop a novel strategy for novel clinical biomarkers for early CRC diagnosis. We used mass spectrometry (MS) methods such as nanoLC-MS/MS, targeted LC-MS/MS, and stable isotope-labeled multiple reaction monitoring (MRM) MS coupled to test machine learning algorithms and logistic regression to analyze plasma samples from patients with early-stage CRC, late-stage CRC, and healthy controls (HCs). On the basis of our methods, 356 peptides were identified, 6 differential expressed peptides were verified, and finally three peptides corresponding wheat germ agglutinin (WGA)-captured proteins were semi-quantitated in 286 plasma samples (80 HCs and 206 CRCs). The novel peptide biomarkers combination of PF4, ITIH4, and APOE achieved sensitivity 84.5%, specificity 97.5% and an AUC of 0.96 in CRC diagnosis. In conclusion, our study demonstrated that WGA-captured plasma PF4, ITIH4, and APOE levels in combination may serve as highly effective early diagnostic biomarkers for patients with CRC.

摘要

结直肠癌(CRC)目前是全球癌症相关死亡的第三大主要原因。美国食品药品监督管理局批准的循环肿瘤标志物,包括癌胚抗原、糖类抗原(CA)19-9和CA125,被用作CRC的预后生物标志物,但这些标志物在CRC诊断中的敏感性较低。因此,我们的目的是开发一种用于早期CRC诊断的新型临床生物标志物的新策略。我们使用了质谱(MS)方法,如纳升液相色谱-串联质谱(nanoLC-MS/MS)、靶向液相色谱-串联质谱(targeted LC-MS/MS)和稳定同位素标记的多反应监测(MRM)质谱,并结合测试机器学习算法和逻辑回归,来分析早期CRC患者、晚期CRC患者和健康对照(HCs)的血浆样本。基于我们的方法,鉴定出356种肽段,验证了6种差异表达肽段,最终在286份血浆样本(80例HCs和206例CRCs)中对三种与麦胚凝集素(WGA)捕获蛋白相对应的肽段进行了半定量分析。新型肽生物标志物PF4、ITIH4和APOE的组合在CRC诊断中达到了84.5%的敏感性、97.5%的特异性和0.96的曲线下面积(AUC)。总之,我们的研究表明,WGA捕获的血浆中PF4、ITIH4和APOE水平联合起来可作为CRC患者高效的早期诊断生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/941f/8124906/acaf78cf45be/cancers-13-02190-g001.jpg

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