Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden; School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.
Transl Res. 2019 Oct;212:67-79. doi: 10.1016/j.trsl.2019.06.003. Epub 2019 Jun 29.
Pancreatic cancer is an aggressive malignancy that carries a high mortality rate. A major contributor to the poor outcome is the lack of effective molecular markers. The purpose of this study was to develop protein markers for improved prognostication and noninvasive diagnosis. A mass spectrometry (MS)-based discovery approach was applied to pancreatic cancer tissues and healthy pancreas. In the verification phase, extracellular proteins with differential expression were further quantified in targeted mode using parallel reaction monitoring (PRM). Next, a tissue microarray (TMA) cohort including 140 pancreatic cancer resection specimens was constructed, in order to validate protein expression status and investigate potential prognostic implications. The levels of protein candidates were finally assessed in a prospective series of 110 serum samples in an accredited clinical laboratory using the automated Cobas system. Protein sequencing with nanoliquid chromatography tandem MS (nano-LC-MS/MS) and targeted PRM identified alpha-1-acid glycoprotein 1 (AGP1) as an upregulated protein in pancreatic cancer tissue. Using TMA and immunohistochemistry, AGP1 expression was significantly associated with shorter overall survival (HR = 2.22; 95% CI 1.30-3.79, P = 0.004). Multivariable analysis confirmed the results (HR = 1.87; 95% CI 1.08-3.24, P = 0.026). Circulating levels of AGP1 yielded an area under the curve (AUC) of 0.837 for the discrimination of resectable pancreatic cancer from healthy controls. Combining AGP1 with CA 19-9 enhanced the diagnostic performance, with an AUC of 0.963. This study suggests that AGP1 is a novel prognostic biomarker in pancreatic cancer tissue. Serum AGP1 levels may be useful as part of a biomarker panel for early detection of pancreatic cancer but further studies are needed.
胰腺癌是一种侵袭性恶性肿瘤,死亡率很高。导致这种不良预后的一个主要原因是缺乏有效的分子标志物。本研究旨在开发用于改善预后和非侵入性诊断的蛋白质标志物。采用基于质谱(MS)的发现方法对胰腺癌组织和健康胰腺进行研究。在验证阶段,使用平行反应监测(PRM)以靶向模式进一步定量具有差异表达的细胞外蛋白。接下来,构建了包含 140 例胰腺癌切除标本的组织微阵列(TMA)队列,以验证蛋白表达状态并研究潜在的预后意义。最后,在经过认证的临床实验室中,使用自动化 Cobas 系统,在 110 例前瞻性血清样本系列中评估了候选蛋白的水平。使用纳升液相色谱串联质谱(nano-LC-MS/MS)和靶向 PRM 进行蛋白测序,确定α-1-酸性糖蛋白 1(AGP1)为胰腺癌组织中上调的蛋白。使用 TMA 和免疫组织化学,AGP1 表达与总生存期缩短显著相关(HR=2.22;95%CI 1.30-3.79,P=0.004)。多变量分析证实了这一结果(HR=1.87;95%CI 1.08-3.24,P=0.026)。AGP1 的循环水平对可切除胰腺癌与健康对照的鉴别具有 0.837 的曲线下面积(AUC)。将 AGP1 与 CA 19-9 结合可提高诊断性能,AUC 为 0.963。本研究表明,AGP1 是胰腺癌组织中的一种新型预后生物标志物。血清 AGP1 水平可能有助于作为胰腺癌早期检测的生物标志物组合的一部分,但需要进一步研究。