In Situ DESI-MSI Lipidomic Profiles of Breast Cancer Molecular Subtypes and Precursor Lesions

Cancer Res. 2020 Mar 15;80(6):1246-1257. doi: 10.1158/0008-5472.CAN-18-3574. Epub 2020 Jan 7.

Abstract

Clinically meaningful molecular subtypes for classification of breast cancers have been established, however, initiation and progression of these subtypes remain poorly understood. The recent development of desorption electrospray ionization-mass spectrometry imaging (DESI-MSI) facilitates the convergence of analytical chemistry and traditional pathology, allowing chemical profiling with minimal tissue pretreatment in frozen samples. Here, we characterized the chemical composition of molecular subtypes of breast cancer with DESI-MSI. Regions of interest were identified, including invasive breast cancer (IBC), ductal carcinoma in situ (DCIS), and adjacent benign tissue (ABT), and metabolomic profiles at 200 μm elaborated using Biomap software and the Lasso method. Top ions identified in IBC regions included polyunsaturated fatty acids, deprotonated glycerophospholipids, and sphingolipids. Highly saturated lipids, as well as antioxidant molecules [taurine (m/z 124.0068), uric acid (m/z 167.0210), ascorbic acid (m/z 175.0241), and glutathione (m/z 306.0765)], were able to distinguish IBC from ABT. Moreover, luminal B and triple-negative subtypes showed more complex lipid profiles compared with luminal A and HER2 subtypes. DCIS and IBC were distinguished on the basis of cell signaling and apoptosis-related ions [fatty acids (341.2100 and 382.3736 m/z) and glycerophospholipids (PE (P-16:0/22:6, m/z 746.5099, and PS (38:3), m/z 812.5440)]. In summary, DESI-MSI identified distinct lipid composition between DCIS and IBC and across molecular subtypes of breast cancer, with potential implications for breast cancer pathogenesis. SIGNIFICANCE: These findings present the first in situ metabolomic findings of the four molecular subtypes of breast cancer, DCIS, and normal tissue, and add to the understanding of their pathogenesis.

Publication types

  • Observational Study

MeSH terms

  • Biomarkers, Tumor / analysis*
  • Biomarkers, Tumor / metabolism
  • Breast / pathology
  • Breast Neoplasms / classification
  • Breast Neoplasms / pathology*
  • Carcinoma, Ductal, Breast / classification
  • Carcinoma, Ductal, Breast / pathology*
  • Carcinoma, Intraductal, Noninfiltrating / classification
  • Carcinoma, Intraductal, Noninfiltrating / pathology*
  • Disease Progression
  • Female
  • Humans
  • Lipid Metabolism
  • Lipidomics / methods
  • Lipids / analysis*
  • Precancerous Conditions / classification
  • Precancerous Conditions / pathology*
  • Spectrometry, Mass, Electrospray Ionization
  • Tandem Mass Spectrometry

Substances

  • Biomarkers, Tumor
  • Lipids