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

Br J Cancer. 2017 Dec 5;117(12):1846-1854. doi: 10.1038/bjc.2017.365. Epub 2017 Nov 9.

Abstract

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.

MeSH terms

  • Alpha-Globulins / metabolism*
  • Apolipoprotein A-I / blood*
  • Apolipoprotein A-I / metabolism
  • Apolipoprotein L1 / blood*
  • Apolipoprotein L1 / metabolism
  • Apolipoproteins E / blood*
  • Apolipoproteins E / metabolism
  • Area Under Curve
  • Biomarkers, Tumor / blood
  • CA-19-9 Antigen / blood*
  • CA-19-9 Antigen / metabolism
  • Carcinoma / blood*
  • Carcinoma / diagnosis
  • Carcinoma / metabolism
  • Chromatography, Liquid / methods
  • Humans
  • Immunohistochemistry
  • Pancreatic Neoplasms / blood*
  • Pancreatic Neoplasms / diagnosis
  • Pancreatic Neoplasms / metabolism
  • ROC Curve
  • Tandem Mass Spectrometry / methods

Substances

  • APOA1 protein, human
  • APOL1 protein, human
  • Alpha-Globulins
  • Apolipoprotein A-I
  • Apolipoprotein L1
  • Apolipoproteins E
  • Biomarkers, Tumor
  • CA-19-9 Antigen
  • inter-alpha-inhibitor