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尿液中用于早期检测胰腺腺癌的三生物标志物组合的鉴定

Identification of a Three-Biomarker Panel in Urine for Early Detection of Pancreatic Adenocarcinoma.

作者信息

Radon Tomasz P, Massat Nathalie J, Jones Richard, Alrawashdeh Wasfi, Dumartin Laurent, Ennis Darren, Duffy Stephen W, Kocher Hemant M, Pereira Stephen P, Guarner posthumous Luisa, Murta-Nascimento Cristiane, Real Francisco X, Malats Núria, Neoptolemos John, Costello Eithne, Greenhalf William, Lemoine Nick R, Crnogorac-Jurcevic Tatjana

机构信息

Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom.

Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, United Kingdom.

出版信息

Clin Cancer Res. 2015 Aug 1;21(15):3512-21. doi: 10.1158/1078-0432.CCR-14-2467.

Abstract

PURPOSE

Noninvasive biomarkers for early detection of pancreatic ductal adenocarcinoma (PDAC) are currently not available. Here, we aimed to identify a set of urine proteins able to distinguish patients with early-stage PDAC from healthy individuals.

EXPERIMENTAL DESIGN

Proteomes of 18 urine samples from healthy controls, chronic pancreatitis, and patients with PDAC (six/group) were assayed using GeLC/MS/MS analysis. The selected biomarkers were subsequently validated with ELISA assays using multiple logistic regression applied to a training dataset in a multicenter cohort comprising 488 urine samples.

RESULTS

LYVE-1, REG1A, and TFF1 were selected as candidate biomarkers. When comparing PDAC (n = 192) with healthy (n = 87) urine specimens, the resulting areas under the receiver-operating characteristic curves (AUC) of the panel were 0.89 [95% confidence interval (CI), 0.84-0.94] in the training (70% of the data) and 0.92 (95% CI, 0.86-0.98) in the validation (30% of the data) datasets. When comparing PDAC stage I-II (n = 71) with healthy urine specimens, the panel achieved AUCs of 0.90 (95% CI, 0.84-0.96) and 0.93 (95% CI, 0.84-1.00) in the training and validation datasets, respectively. In PDAC stage I-II and healthy samples with matching plasma CA19.9, the panel achieved a higher AUC of 0.97 (95% CI, 0.94-0.99) than CA19.9 (AUC = 0.88; 95% CI, 0.81-0.95, P = 0.005). Adding plasma CA19.9 to the panel increased the AUC from 0.97 (95% CI, 0.94-0.99) to 0.99 (95% CI, 0.97-1.00, P = 0.04), but did not improve the comparison of stage I-IIA PDAC (n = 17) with healthy urine.

CONCLUSIONS

We have established a novel, three-protein biomarker panel that is able to detect patients with early-stage pancreatic cancer in urine specimens.

摘要

目的

目前尚无用于早期检测胰腺导管腺癌(PDAC)的非侵入性生物标志物。在此,我们旨在鉴定一组能够区分早期PDAC患者与健康个体的尿液蛋白质。

实验设计

使用GeLC/MS/MS分析对来自健康对照、慢性胰腺炎和PDAC患者(每组6例)的18份尿液样本的蛋白质组进行检测。随后,在一个包含488份尿液样本的多中心队列的训练数据集中,使用多元逻辑回归通过ELISA检测对所选生物标志物进行验证。

结果

LYVE-1、REG1A和TFF1被选为候选生物标志物。将PDAC患者(n = 192)的尿液标本与健康者(n = 87)的尿液标本进行比较时,该检测组在训练数据集(数据的70%)中的受试者工作特征曲线下面积(AUC)为0.89 [95%置信区间(CI),0.84 - 0.94],在验证数据集(数据的30%)中为0.92(95% CI,0.86 - 0.98)。将I-II期PDAC患者(n = 71)的尿液标本与健康者的尿液标本进行比较时,该检测组在训练和验证数据集中的AUC分别为0.90(95% CI,0.84 - 0.96)和0.93(95% CI,0.84 - 1.00)。在I-II期PDAC和血浆CA19.9匹配的健康样本中,该检测组的AUC为0.97(95% CI,0.94 - 0.99),高于CA19.9的AUC(AUC = 0.88;95% CI,0.81 - 0.95,P = 0.005)。将血浆CA19.9加入该检测组可使AUC从0.97(95% CI,0.94 - 0.99)提高到0.99(95% CI,0.97 - 1.00,P = 0.04),但并未改善I-IIA期PDAC患者(n = 17)与健康尿液的比较。

结论

我们建立了一种新型的、由三种蛋白质组成的生物标志物检测组,能够在尿液标本中检测出早期胰腺癌患者。

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