Integrating bioinformatics and clinicopathological research of gastrointestinal stromal tumors: identification of aurora kinase A as a poor risk marker

Ann Surg Oncol. 2012 Oct;19(11):3491-9. doi: 10.1245/s10434-012-2389-0. Epub 2012 May 17.

Abstract

Background: For completely resected primary gastrointestinal stromal tumors (GISTs), mitotic rate, tumor size, and tumor location are important risk factors for recurrence. However, molecular markers for recurrence are still lacking.

Methods: We reanalyzed GIST gene expression profile GSE8167 available from the Gene Expression Omnibus (GEO) and confirmed the prognostic influence of one selected gene, aurora kinase A (AURKA), in another cohort of 142 patients using immunohistochemistry (IHC).

Results: Thirty-two cases in GSE8167 were classified into two risk groups with distinct recurrence-free survival (RFS) and expression profiles using modified criteria of Miettinen et al. from the Armed Forces Institute of Pathology (AFIP-Miettinen). AURKA was among the 19 genes common to the top 50 features of the high-risk phenotype and a 67-gene signature called the complexity index in sarcomas. AURKA was significantly overexpressed in the high-risk group, and patients with high AURKA expression had significantly worse RFS than those with low expression. In the IHC-validated cohort, AURKA expression was significantly higher in nongastric tumors than in gastric tumors and was significantly correlated with AFIP-Miettinen risk group. Univariate analysis showed that RFS was significantly influenced by tumor size, mitotic count, AFIP-Miettinen risk group classification, and AURKA expression. However, only tumor size (P = 0.017), mitotic count (P = 0.007), and AURKA expression (P = 0.039) were identified as independent unfavorable prognostic factors for RFS in multivariate analysis.

Conclusions: By integrating bioinformatics and clinicopathological studies, AURKA was identified as a marker for high-risk GIST.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aurora Kinase A
  • Aurora Kinases
  • Biomarkers, Tumor / genetics*
  • Disease-Free Survival
  • Female
  • Gastrointestinal Stromal Tumors / enzymology
  • Gastrointestinal Stromal Tumors / genetics*
  • Gastrointestinal Stromal Tumors / secondary
  • Gene Expression Profiling
  • Gene Expression*
  • Humans
  • Immunohistochemistry
  • Kaplan-Meier Estimate
  • Male
  • Middle Aged
  • Mitotic Index
  • Multivariate Analysis
  • Neoplasm Recurrence, Local / enzymology
  • Neoplasm Recurrence, Local / genetics*
  • Proportional Hazards Models
  • Protein Serine-Threonine Kinases / genetics*
  • Protein Serine-Threonine Kinases / metabolism*
  • Risk Factors
  • Stomach Neoplasms / enzymology
  • Stomach Neoplasms / genetics*
  • Stomach Neoplasms / pathology

Substances

  • Biomarkers, Tumor
  • AURKA protein, human
  • Aurora Kinase A
  • Aurora Kinases
  • Protein Serine-Threonine Kinases