Oligonucleotide microarray identifies genes differentially expressed during tumorigenesis of DMBA-induced pancreatic cancer in rats

PLoS One. 2013 Dec 23;8(12):e82910. doi: 10.1371/journal.pone.0082910. eCollection 2013.

Abstract

The extremely dismal prognosis of pancreatic cancer (PC) is attributed, at least in part, to lack of early diagnosis. Therefore, identifying differentially expressed genes in multiple steps of tumorigenesis of PC is of great interest. In the present study, a 7,12-dimethylbenzanthraene (DMBA)-induced PC model was established in male Sprague-Dawley rats. The gene expression profile was screened using an oligonucleotide microarray, followed by real-time quantitative polymerase chain reaction (qRT-PCR) and immunohistochemical staining validation. A total of 661 differentially expressed genes were identified in stages of pancreatic carcinogenesis. According to GO classification, these genes were involved in multiple molecular pathways. Using two-way hierarchical clustering analysis, normal pancreas, acute and chronic pancreatitis, PanIN, early and advanced pancreatic cancer were completely discriminated. Furthermore, 11 upregulated and 142 downregulated genes (probes) were found by Mann-Kendall trend Monotone test, indicating homologous genes of rat and human. The qRT-PCR and immunohistochemistry analysis of CXCR7 and UBe2c, two of the identified genes, confirmed the microarray results. In human PC cell lines, knockdown of CXCR7 resulted in decreased migration and invasion. Collectively, our data identified several promising markers and therapeutic targets of PC based on a comprehensive screening and systemic validation.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • 9,10-Dimethyl-1,2-benzanthracene
  • Animals
  • Biomarkers, Tumor / genetics*
  • Biomarkers, Tumor / metabolism
  • Carcinogenesis / genetics*
  • Carcinogenesis / metabolism
  • Carcinogenesis / pathology
  • Cell Line, Tumor
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic*
  • Humans
  • Male
  • Molecular Sequence Annotation
  • Oligonucleotide Array Sequence Analysis
  • Pancreas / metabolism
  • Pancreas / pathology
  • Pancreatic Neoplasms / chemically induced
  • Pancreatic Neoplasms / genetics*
  • Pancreatic Neoplasms / metabolism
  • Pancreatic Neoplasms / pathology
  • Pancreatitis, Acute Necrotizing / chemically induced
  • Pancreatitis, Acute Necrotizing / genetics*
  • Pancreatitis, Acute Necrotizing / metabolism
  • Pancreatitis, Acute Necrotizing / pathology
  • Pancreatitis, Chronic / chemically induced
  • Pancreatitis, Chronic / genetics*
  • Pancreatitis, Chronic / metabolism
  • Pancreatitis, Chronic / pathology
  • Rats
  • Rats, Sprague-Dawley
  • Receptors, CXCR / genetics
  • Receptors, CXCR / metabolism
  • Ubiquitin-Conjugating Enzymes / genetics
  • Ubiquitin-Conjugating Enzymes / metabolism

Substances

  • ACKR3 protein, human
  • Biomarkers, Tumor
  • Receptors, CXCR
  • 9,10-Dimethyl-1,2-benzanthracene
  • UBE2C protein, human
  • Ubiquitin-Conjugating Enzymes

Grants and funding

The study was supported by the research special fund for public welfare industry of health, the translational research of early diagnosis and comprehensive treatment in pancreatic cancer (number 201202007). The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.