A migration signature and plasma biomarker panel for pancreatic adenocarcinoma

Cancer Prev Res (Phila). 2011 Jan;4(1):137-49. doi: 10.1158/1940-6207.CAPR-10-0025. Epub 2010 Nov 11.

Abstract

Pancreatic ductal adenocarcinoma is a disease of extremely poor prognosis for which there are no reliable markers of asymptomatic disease. To identify pancreatic cancer biomarkers, we focused on a genomic interval proximal to the most common fragile site in the human genome, chromosome 3p12, which undergoes smoking-related breakage, loss of heterozygosity, and homozygous deletion as an early event in many epithelial tumors, including pancreatic cancers. Using a functional genomic approach, we identified a seven-gene panel (TNC, TFPI, TGFBI, SEL-1L, L1CAM, WWTR1, and CDC42BPA) that was differentially expressed across three different expression platforms, including pancreatic tumor/normal samples. In addition, Ingenuity Pathways Analysis (IPA) and literature searches indicated that this seven-gene panel functions in one network associated with cellular movement/morphology/development, indicative of a "migration signature" of the 3p pathway. We tested whether two secreted proteins from this panel, tenascin C (TNC) and tissue factor pathway inhibitor (TFPI), could serve as plasma biomarkers. Plasma ELISA assays for TFPI/TNC resulted in a combined area under the curve (AUC) of 0.88 and, with addition of CA19-9, a combined AUC for the three-gene panel (TNC/TFPI/CA19-9), of 0.99 with 100% specificity at 90% sensitivity and 97.22% sensitivity at 90% specificity. Validation studies using TFPI only in a blinded sample set increased the performance of CA19-9 from an AUC of 0.84 to 0.94 with the two-gene panel. Results identify a novel 3p pathway-associated migration signature and plasma biomarker panel that has utility for discrimination of pancreatic cancer from normal controls and promise for clinical application.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adenocarcinoma / blood*
  • Adenocarcinoma / genetics
  • Adenocarcinoma / pathology
  • Biomarkers, Tumor / blood*
  • Blotting, Western
  • CA-19-9 Antigen / blood
  • Carcinoma, Pancreatic Ductal / blood*
  • Carcinoma, Pancreatic Ductal / genetics
  • Carcinoma, Pancreatic Ductal / pathology
  • Cell Movement*
  • Chromosomes, Human, Pair 3 / genetics*
  • Enzyme-Linked Immunosorbent Assay
  • Gene Expression Profiling
  • Humans
  • Lipoproteins / blood
  • Oligonucleotide Array Sequence Analysis
  • Pancreatic Neoplasms / blood*
  • Pancreatic Neoplasms / genetics
  • Pancreatic Neoplasms / pathology
  • RNA, Messenger / genetics
  • Retrospective Studies
  • Reverse Transcriptase Polymerase Chain Reaction
  • Sensitivity and Specificity
  • Subtraction Technique
  • Tenascin / blood

Substances

  • Biomarkers, Tumor
  • CA-19-9 Antigen
  • Lipoproteins
  • RNA, Messenger
  • Tenascin
  • lipoprotein-associated coagulation inhibitor