Ito Shin, Ando Mika, Aoki Shuichi, Soma Satoshi, Zhang Jie, Hirano Naohiro, Kashiwagi Ryosuke, Murakami Keigo, Yoshimachi Shingo, Sato Hideaki, Kusaka Akiko, Iseki Masahiro, Inoue Koetsu, Mizuma Masamichi, Kume Kiyoshi, Nakagawa Kei, Masamune Atsushi, Asano Naoki, Yasuda Jun, Unno Michiaki
Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, Japan.
Division of Cancer Molecular Biology, Tohoku University Graduate School of Medicine, Sendai, Japan.
Cancer Sci. 2024 Dec;115(12):4054-4063. doi: 10.1111/cas.16365. Epub 2024 Oct 8.
Liquid biopsy (LB) is an essential tool for obtaining tumor-derived materials with minimum invasion. Bile has been shown to contain much higher free nucleic acid levels than blood plasma and can be collected through endoscopic procedures. Therefore, bile possesses high potential as a source of tumor derived cell-free DNA (cfDNA) for bile duct cancers. In this study, we show that a multigene panel for plasma LB can also be applied to bile cfDNA for comparing driver gene mutation detection in other sources (plasma and tumor tissues of the corresponding patients). We collected cfDNA samples from the bile of 24 biliary tract cancer cases. These included 17 cholangiocarcinomas, three ampullary carcinoma, two pancreatic cancers, one intraductal papillary mucinous carcinoma, and one insulinoma. Seventeen plasma samples were obtained from the corresponding patients before surgical resection and subjected to the LiquidPlex multigene panel LB system. We applied a machine learning approach to classify possible tumor-derived variants among the prefiltered variant calls by a LiquidPlex analytical package with high fidelity. Among the 17 cholangiocarcinomas, we could detect cancer driver mutations in the bile of 10 cases using the LiquidPlex system. Of the biliary tract cancer cases examined with this method, 13 (54%) and 4 (17%) resulted in positive cancer driver mutation detection in the bile and plasma cfDNAs, respectively. These results suggest that bile is a more reliable source for LB than plasma for multigene panel analyses of biliary tract cancers.
液体活检(LB)是一种以最小侵入性获取肿瘤衍生材料的重要工具。研究表明,胆汁中的游离核酸水平比血浆高得多,并且可以通过内镜检查程序收集。因此,胆汁作为胆管癌肿瘤衍生游离DNA(cfDNA)的来源具有很高的潜力。在本研究中,我们表明用于血浆LB的多基因检测 panel 也可应用于胆汁cfDNA,以比较其他来源(相应患者的血浆和肿瘤组织)中的驱动基因突变检测。我们从24例胆道癌患者的胆汁中收集了cfDNA样本。其中包括17例胆管癌、3例壶腹癌、2例胰腺癌、1例导管内乳头状黏液性癌和1例胰岛素瘤。在手术切除前从相应患者中获取了17份血浆样本,并对其进行了LiquidPlex多基因检测 panel LB系统检测。我们应用机器学习方法,通过具有高保真度的LiquidPlex分析软件包,对预筛选的变异调用中可能的肿瘤衍生变异进行分类。在17例胆管癌中,使用LiquidPlex系统我们能够在10例患者的胆汁中检测到癌症驱动基因突变。用这种方法检测的胆道癌病例中,分别有13例(54%)和4例(17%)在胆汁和血浆cfDNA中检测到癌症驱动基因突变呈阳性。这些结果表明,对于胆道癌的多基因检测 panel 分析,胆汁作为液体活检的来源比血浆更可靠。