Identification of Serum Biomarker Panels for the Early Detection of Pancreatic Cancer

生物标志物 胰腺炎 胰腺癌 医学 内科学 阶段(地层学) CA19-9号 胃肠病学 导管内乳头状粘液性肿瘤 多路复用 免疫分析 骨桥蛋白 胰腺炎,慢性 癌症 胰腺 病理 生物信息学 免疫学 生物 抗体 古生物学 生物化学
作者
Jin Song,Lori J. Sokoll,Jered J. Pasay,Abigail Rubin,Hanying Li,Dylan M. Bach,Daniel W. Chan,Zhen Zhang
出处
期刊:Cancer Epidemiology, Biomarkers & Prevention [American Association for Cancer Research]
卷期号:28 (1): 174-182 被引量:35
标识
DOI:10.1158/1055-9965.epi-18-0483
摘要

Pancreatic cancer is a deadly disease for which available biomarkers, such as CA19-9, lack the desired sensitivity and specificity for early detection. Additional biomarkers are needed to improve both its sensitivity and specificity.Multiplex immunoassays were developed for selected biomarkers using a Bio-Plex 200 system, and analytical performance was optimized. All proteins were analyzed in sera of patients diagnosed with pancreatic ductal adenocarcinoma (PDAC; n = 188) or benign pancreatic conditions (131) and healthy controls (89). The clinical performance of these markers was evaluated individually or in combination for their ability to complement CA19-9 for the early detection of pancreatic cancer.A 6-plex immunoassay was developed with negligible cross-reactivity, wide dynamic range, recovery of 89% to 104%, and intra-assay and interassay precision of 10.2% to 19.6% and 13.7% to 29.3%, respectively. Individually, the best biomarkers to separate PDAC early stage from chronic pancreatitis or intraductal papillary mucinous neoplasm (IPMN) were CA19-9 and MIA or CA19-9 and MIC-1. Logistic regression modeling selected the two-marker panels that significantly improved the individual biomarker performance in discriminating PDAC early stage from chronic pancreatitis (AUCCA19-9+MIA = 0.86 vs. AUCCA19-9 = 0.81 or AUCMIA = 0.75 only, P < 0.05) or IPMN (AUCCA19-9+MIC-1 = 0.81 vs. AUCCA19-9 = 0.75 or AUCMIC-1 = 0.73 only, P < 0.05). It was observed that osteopontin (OPN) outperformed CA19-9 in separating IPMN from chronic pancreatitis (AUCOPN = 0.80 vs. AUCCA19-9 = 0.70, P < 0.01).The biomarker panels evaluated by assays with high analytical performance demonstrated potential complementary values to CA19-9, warranting additional clinical validation to determine their role in early detection of pancreatic cancer.The validated biomarker panels could lead to earlier intervention and better outcomes.

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