Satoh Hiroaki, Sakamoto Takumi, Takahashi Yutaka, Miyazaki Kunihiko, Inagawa Satoshi
Division of Respiratory Medicine, Mito Medical Center, University of Tsukuba-Mito Kyodo General Hospital, Mito, Japan;
Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan.
In Vivo. 2025 Jul-Aug;39(4):2371-2376. doi: 10.21873/invivo.14035.
BACKGROUND/AIM: Carcinoembryonic antigen (CEA) is a tumor marker that is frequently evaluated clinically for gastrointestinal and lung cancers. CEA is a glycoprotein antigen, and only the "value" measured by enzyme-linked immunosorbent assay is provided in the clinical setting. At present, no method has been established to indicate whether the value is a false-positive elevation or whether there is a primary cancer site. To obtain clues on how to identify the originating site in patients with cancer with high CEA levels and to identify CEA false-positives in healthy individuals, we conducted an exploratory study.
A pilot study was performed using the multivariate analysis method and principal component analysis-discriminant analysis on proteomic results obtained using liquid chromatography-mass spectrometry (LC/MS) in two patients with lung cancer, one patient with gastric cancer, and one healthy control individual.
No differences in specific proteins associated with high CEA levels were detected between lung and gastric cancers using LC/MS. Therefore, we performed statistical analysis using principal component analysis-discriminant analysis to determine whether there were differences in the protein signal patterns obtained using LC/MS. The results showed that the plots obtained for each patient and the healthy control were located in different quadrants of the four-quadrant matrix scatter plot.
Our results suggest the possibility of visually differentiating the primary tumor site in patients with elevated CEA levels. This method may also help recognize false-positive CEA results.
背景/目的:癌胚抗原(CEA)是一种肿瘤标志物,临床上常用于胃肠道和肺癌的评估。CEA是一种糖蛋白抗原,临床检测中仅提供通过酶联免疫吸附测定法测得的“数值”。目前,尚未建立能够判断该数值是假阳性升高还是存在原发性癌灶的方法。为了获取有关如何识别CEA水平高的癌症患者的原发部位以及识别健康个体中CEA假阳性的线索,我们开展了一项探索性研究。
采用多变量分析方法以及主成分分析 - 判别分析,对两名肺癌患者、一名胃癌患者和一名健康对照个体通过液相色谱 - 质谱联用(LC/MS)获得的蛋白质组学结果进行了一项初步研究。
使用LC/MS未检测到肺癌和胃癌之间与高CEA水平相关的特定蛋白质存在差异。因此,我们使用主成分分析 - 判别分析进行统计分析,以确定使用LC/MS获得的蛋白质信号模式是否存在差异。结果显示,每位患者和健康对照获得的散点图位于四象限矩阵散点图的不同象限。
我们的结果表明,有可能直观地区分CEA水平升高患者的原发性肿瘤部位。该方法也可能有助于识别CEA的假阳性结果。