Extracellular matrix alterations in low-grade lung adenocarcinoma compared with normal lung tissue by imaging mass spectrometry

J Mass Spectrom. 2020 Apr;55(4):e4450. doi: 10.1002/jms.4450. Epub 2020 Feb 21.

Abstract

Lung adenocarcinoma (LUAD) is the second most common cancer, affecting both men and women. Fibrosis is a hallmark of LUAD occurring throughout progression with excess production of extracellular matrix (ECM) components that lead to metastatic cell processes. Understanding the ECM cues that drive LUAD progression has been limited due to a lack of tools that can access and report on ECM components within the complex tumor microenvironment. Here, we test whether low-grade LUAD can be distinguished from normal lung tissue using a novel ECM imaging mass spectrometry (ECM IMS) approach. ECM IMS analysis of a tissue microarray with 20 low-grade LUAD tissues and 20 normal lung samples from 10 patients revealed 25 peptides that could discriminate between normal and low-grade LUAD using area under the receiver-operating curve (AUC) ≥0.7, P value ≤.001. Principal component analysis demonstrated that 62.4% of the variance could be explained by sample origin from normal or low-grade tumor tissue. Additional work performed on a wedge resection with moderately differentiated LUAD demonstrated that the ECM IMS analytical approach could distinguish LUAD spectral features from spectral features of normal adjacent lung tissue. Conventional liquid chromatography with tandem mass spectrometry (LC-MS/MS) proteomics demonstrated that specific sites of hydroxylation of proline (HYP) were a main collagen post translational modification that was readily detected in LUAD. A distinct peptide from collagen 3A1 modified by HYP was increased 3.5 fold in low-grade LUAD compared with normal lung tissue (AUC 0.914, P value <.001). This suggests that regulation of collagen proline hydroxylation could be an important process during early LUAD fibrotic deposition. ECM IMS is a useful tool that may be used to define fibrotic deposition in low-grade LUAD.

Keywords: MALDI imaging mass spectrometry; adenocarcinoma; collagen; extracellular matrix; formalin-fixed, paraffin-embedded tissue imaging; imaging mass spectrometry; lung cancer; peptide imaging; proteomics; tissue imaging.

Publication types

  • Comparative Study

MeSH terms

  • Adenocarcinoma of Lung / diagnostic imaging
  • Adenocarcinoma of Lung / metabolism
  • Adenocarcinoma of Lung / pathology*
  • Adult
  • Area Under Curve
  • Chromatography, Liquid
  • Collagen / metabolism
  • Extracellular Matrix / metabolism
  • Extracellular Matrix / pathology*
  • Female
  • Humans
  • Hydroxylation
  • Lung Neoplasms / diagnostic imaging
  • Lung Neoplasms / metabolism
  • Lung Neoplasms / pathology*
  • Male
  • Matrix Metalloproteinase 13 / metabolism
  • Middle Aged
  • Proline / metabolism
  • Proof of Concept Study
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization / methods*
  • Tandem Mass Spectrometry
  • Tissue Array Analysis
  • Tumor Microenvironment

Substances

  • Collagen
  • Proline
  • Matrix Metalloproteinase 13