Soluble stroma-related biomarkers of pancreatic cancer

EMBO Mol Med. 2018 Aug;10(8):e8741. doi: 10.15252/emmm.201708741.

Abstract

The clinical management of pancreatic ductal adenocarcinoma (PDAC) is hampered by the lack of reliable biomarkers. This study investigated the value of soluble stroma-related molecules as PDAC biomarkers. In the first exploratory phase, 12 out of 38 molecules were associated with PDAC in a cohort of 25 PDAC patients and 16 healthy subjects. A second confirmatory phase on an independent cohort of 131 PDAC patients, 30 chronic pancreatitis patients, and 131 healthy subjects confirmed the PDAC association for MMP7, CCN2, IGFBP2, TSP2, sICAM1, TIMP1, and PLG Multivariable logistic regression model identified biomarker panels discriminating respectively PDAC versus healthy subjects (MMP7 + CA19.9, AUC = 0.99, 99% CI = 0.98-1.00) (CCN2 + CA19.9, AUC = 0.96, 99% CI = 0.92-0.99) and PDAC versus chronic pancreatitis (CCN2 + PLG+FN+Col4 + CA19.9, AUC = 0.94, 99% CI = 0.88-0.99). Five molecules were associated with PanIN development in two GEM models of PDAC (PdxCre/LSL-KrasG12D and PdxCre/LSL-KrasG12D/+/LSL-Trp53R172H/+), suggesting their potential for detecting early disease. These markers were also elevated in patient-derived orthotopic PDAC xenografts and associated with response to chemotherapy. The identified stroma-related soluble biomarkers represent potential tools for PDAC diagnosis and for monitoring treatment response of PDAC patients.

Keywords: circulating biomarkers; early diagnosis; pancreatic cancer; treatment evaluation; tumor microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Animals
  • Biomarkers, Tumor / blood*
  • Carcinoma, Pancreatic Ductal / blood
  • Carcinoma, Pancreatic Ductal / diagnosis*
  • Carcinoma, Pancreatic Ductal / drug therapy
  • Cohort Studies
  • Connective Tissue Growth Factor / biosynthesis
  • Connective Tissue Growth Factor / blood
  • Female
  • Humans
  • Intercellular Adhesion Molecule-1 / biosynthesis
  • Intercellular Adhesion Molecule-1 / blood
  • Male
  • Matrix Metalloproteinase 7 / biosynthesis
  • Matrix Metalloproteinase 7 / blood
  • Middle Aged
  • Pancreatic Neoplasms / blood
  • Pancreatic Neoplasms / diagnosis*
  • Pancreatic Neoplasms / drug therapy
  • Prognosis
  • Solubility
  • Stromal Cells / metabolism
  • Thrombospondins / biosynthesis
  • Thrombospondins / blood
  • Tissue Inhibitor of Metalloproteinase-1 / biosynthesis
  • Tissue Inhibitor of Metalloproteinase-1 / blood
  • Tumor Microenvironment / physiology

Substances

  • Biomarkers, Tumor
  • Thrombospondins
  • Tissue Inhibitor of Metalloproteinase-1
  • thrombospondin 2
  • Intercellular Adhesion Molecule-1
  • Connective Tissue Growth Factor
  • Matrix Metalloproteinase 7