Laboratory of Biology and Treatment of Metastasis, Department of Oncology, IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Bergamo and Milan, Italy.
Laboratory of Methodology for Clinical Research, Department of Oncology, IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy.
EMBO Mol Med. 2018 Aug;10(8). doi: 10.15252/emmm.201708741.
The clinical management of pancreatic ductal adenocarcinoma (PDAC) is hampered by the lack of reliable biomarkers. This study investigated the value of soluble stroma-related molecules as PDAC biomarkers. In the first exploratory phase, 12 out of 38 molecules were associated with PDAC in a cohort of 25 PDAC patients and 16 healthy subjects. A second confirmatory phase on an independent cohort of 131 PDAC patients, 30 chronic pancreatitis patients, and 131 healthy subjects confirmed the PDAC association for MMP7, CCN2, IGFBP2, TSP2, sICAM1, TIMP1, and PLG Multivariable logistic regression model identified biomarker panels discriminating respectively PDAC versus healthy subjects (MMP7 + CA19.9, AUC = 0.99, 99% CI = 0.98-1.00) (CCN2 + CA19.9, AUC = 0.96, 99% CI = 0.92-0.99) and PDAC versus chronic pancreatitis (CCN2 + PLG+FN+Col4 + CA19.9, AUC = 0.94, 99% CI = 0.88-0.99). Five molecules were associated with PanIN development in two GEM models of PDAC (PdxCre/LSL-Kras and PdxCre/LSL-Kras/LSL-Trp53), suggesting their potential for detecting early disease. These markers were also elevated in patient-derived orthotopic PDAC xenografts and associated with response to chemotherapy. The identified stroma-related soluble biomarkers represent potential tools for PDAC diagnosis and for monitoring treatment response of PDAC patients.
胰腺导管腺癌 (PDAC) 的临床管理受到缺乏可靠生物标志物的阻碍。本研究探讨了可溶性基质相关分子作为 PDAC 生物标志物的价值。在第一阶段的探索性研究中,在 25 名 PDAC 患者和 16 名健康受试者的队列中,有 12 种分子与 PDAC 相关。在另一项包含 131 名 PDAC 患者、30 名慢性胰腺炎患者和 131 名健康受试者的独立队列中进行的第二阶段验证研究证实了 MMP7、CCN2、IGFBP2、TSP2、sICAM1、TIMP1 和 PLG 与 PDAC 相关。多变量逻辑回归模型确定了分别区分 PDAC 与健康受试者(MMP7+CA19.9,AUC=0.99,99%CI=0.98-1.00)(CCN2+CA19.9,AUC=0.96,99%CI=0.92-0.99)和 PDAC 与慢性胰腺炎(CCN2+PLG+FN+Col4+CA19.9,AUC=0.94,99%CI=0.88-0.99)的生物标志物组合。在两种 PDAC 的 GEM 模型(PdxCre/LSL-Kras 和 PdxCre/LSL-Kras/LSL-Trp53)中,有 5 种分子与 PanIN 发展相关,这表明它们具有检测早期疾病的潜力。这些标志物在患者来源的原位 PDAC 异种移植中也升高,并与化疗反应相关。鉴定出的与基质相关的可溶性生物标志物代表了 PDAC 诊断和监测 PDAC 患者治疗反应的潜在工具。