A new panel of pancreatic cancer biomarkers discovered using a mass spectrometry-based pipeline

被引:82
作者
Liu, Xiaohui [1 ,2 ,3 ]
Zheng, Weimin [3 ]
Wang, Wansheng [4 ]
Shen, Huali [2 ]
Liu, Linxiao [5 ]
Lou, Wenhui [6 ]
Wang, Xiaolin [5 ]
Yang, Pengyuan [1 ,2 ]
机构
[1] Fudan Univ, Peoples Hosp Shanghai 5, Shanghai 200240, Peoples R China
[2] Fudan Univ, Inst Biomed Sci, Shanghai 200032, Peoples R China
[3] Fudan Univ, Dept Chem, Shanghai 200433, Peoples R China
[4] Soochow Univ, Affiliated Hosp 1, Dept Intervent Radiol, Suzhou 215006, Peoples R China
[5] Fudan Univ, Zhongshan Hosp, Dept Intervent Radiol, Shanghai 200032, Peoples R China
[6] Fudan Univ, Zhongshan Hosp, Dept Pancreat Surg, Shanghai 200032, Peoples R China
基金
中国博士后科学基金; 国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
pancreatic cancer; serum; biomarker; mass spectrometry; LC-MS; MRM; QUANTITATIVE PROTEOMICS; SERUM BIOMARKERS; DIAGNOSIS; PROTEINS; QUANTIFICATION; IDENTIFICATION; METASTASIS; CA-19-9; ENABLES; BIOLOGY;
D O I
10.1038/bjc.2017.365
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Pancreatic carcinoma (PC) is an aggressive malignancy that lacks strategies for early detection. This study aimed to develop a coherent, high-throughput and non-discriminatory pipeline for the novel clinical biomarker discovery of PC. Methods: We combined mass spectrometry (MS)-intensive methods such as isobaric tags for relative and absolute quantitation with two-dimensional liquid chromatography-tandem mass spectrometry (iTRAQ-2DLC-MS/ MS), 1D-targeted LC-MS/MS, prime MRM (P-MRM) and stable isotope dilution-based MRM (SID-MRM) to analyse serum samples from healthy people (normal control, NC), patients with benign diseases (BD) and PC patients to identify novel biomarkers of PC. Results: On the basis of the newly developed pipeline, we identified > 1000 proteins, verified 142 differentially expressed proteins and finally targeted four proteins for absolute quantitation in 100 serum samples. The novel biomarker panel of apolipoprotein E (APOE), inter-alpha-trypsin inhibitor heavy chain H3 (ITIH3), apolipoprotein A-I (APOA1), apolipoprotein L1 (APOL1), combining with CA19-9, statistically-significantly improved the sensitivity (95%) and specificity (94.1%), outperforming CA19-9 alone, for the diagnosis of PC. Conclusions: We developed a highly efficient pipeline for biomarker discovery, verification and validation, with each step systematically informing the next. A panel of proteins that might be clinically relevant biomarkers for PC was found.
引用
收藏
页码:1846 / 1854
页数:9
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