Classification of HER2 receptor status in breast cancer tissues by MALDI imaging mass spectrometry

J Proteome Res. 2010 Apr 5;9(4):1854-63. doi: 10.1021/pr901008d.

Abstract

Clinical laboratory testing for HER2 status in breast cancer tissues is critically important for therapeutic decision making. Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) is a powerful tool for investigating proteins through the direct and morphology-driven analysis of tissue sections. We hypothesized that MALDI-IMS may determine HER2 status directly from breast cancer tissues. Breast cancer tissues (n = 48) predefined for HER2 status were subjected to MALDI-IMS, and protein profiles were obtained through direct analysis of tissue sections. Protein identification was performed by tissue microextraction and fractionation followed by top-down tandem mass spectrometry. A discovery and an independent validation set were used to predict HER2 status by applying proteomic classification algorithms. We found that specific protein/peptide expression changes strongly correlated with the HER2 overexpression. Among these, we identified m/z 8404 as cysteine-rich intestinal protein 1. The proteomic signature was able to accurately define HER2-positive from HER2-negative tissues, achieving high values for sensitivity of 83%, for specificity of 92%, and an overall accuracy of 89%. Our results underscore the potential of MALDI-IMS proteomic algorithms for morphology-driven tissue diagnostics such as HER2 testing and show that MALDI-IMS can reveal biologically significant molecular details from tissues which are not limited to traditional high-abundance proteins.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Biomarkers, Tumor / chemistry*
  • Biomarkers, Tumor / metabolism
  • Breast Neoplasms / chemistry
  • Breast Neoplasms / enzymology*
  • Carrier Proteins
  • Cluster Analysis
  • Female
  • Histocytochemistry
  • Humans
  • LIM Domain Proteins
  • Peptide Fragments / chemistry*
  • Peptide Fragments / metabolism
  • Proteomics / methods*
  • Receptor, ErbB-2 / chemistry*
  • Receptor, ErbB-2 / metabolism
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization / methods*

Substances

  • Biomarkers, Tumor
  • CRIP1 protein, human
  • Carrier Proteins
  • LIM Domain Proteins
  • Peptide Fragments
  • ERBB2 protein, human
  • Receptor, ErbB-2