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人血清脂质组学分析可用于胰腺癌检测。

Lipidomic profiling of human serum enables detection of pancreatic cancer.

机构信息

Department of Analytical Chemistry, Faculty of Chemical Technology, University of Pardubice, Pardubice, Czech Republic.

Institute of Clinical Chemistry and Laboratory Medicine, University Hospital of Regensburg, Regensburg, Germany.

出版信息

Nat Commun. 2022 Jan 10;13(1):124. doi: 10.1038/s41467-021-27765-9.

Abstract

Pancreatic cancer has the worst prognosis among all cancers. Cancer screening of body fluids may improve the survival time prognosis of patients, who are often diagnosed too late at an incurable stage. Several studies report the dysregulation of lipid metabolism in tumor cells, suggesting that changes in the blood lipidome may accompany tumor growth. Here we show that the comprehensive mass spectrometric determination of a wide range of serum lipids reveals statistically significant differences between pancreatic cancer patients and healthy controls, as visualized by multivariate data analysis. Three phases of biomarker discovery research (discovery, qualification, and verification) are applied for 830 samples in total, which shows the dysregulation of some very long chain sphingomyelins, ceramides, and (lyso)phosphatidylcholines. The sensitivity and specificity to diagnose pancreatic cancer are over 90%, which outperforms CA 19-9, especially at an early stage, and is comparable to established diagnostic imaging methods. Furthermore, selected lipid species indicate a potential as prognostic biomarkers.

摘要

胰腺癌的预后在所有癌症中最差。对体液的癌症筛查可能会改善患者的生存时间预后,因为患者通常在无法治愈的晚期被诊断出来。有几项研究报告了肿瘤细胞中脂代谢的失调,表明血液脂质组的变化可能伴随着肿瘤的生长。在这里,我们通过多变量数据分析显示,对广泛范围的血清脂质进行全面的质谱测定揭示了胰腺癌患者和健康对照组之间存在统计学显著差异。总共对 830 个样本进行了三个阶段的生物标志物发现研究(发现、定性和验证),结果表明某些非常长链神经酰胺、神经鞘氨醇和(溶血)磷脂酰胆碱的失调。对胰腺癌的诊断灵敏度和特异性超过 90%,优于 CA 19-9,尤其是在早期阶段,并且与既定的诊断成像方法相当。此外,一些选定的脂质种类表明它们具有作为预后生物标志物的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b04c/8748654/05afad45c1d6/41467_2021_27765_Fig1_HTML.jpg

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