Mass spectrometry imaging identifies metabolic patterns associated with malignant potential in pheochromocytoma and paraganglioma

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Masanori Murakami - , Hospital of the Ludwig-Maximilians-University (LMU) Munich (Author)
  • Na Sun - , Hospital of the Ludwig-Maximilians-University (LMU) Munich, Helmholtz Zentrum München - German Research Center for Environmental Health (Author)
  • Christian Greunke - , Helmholtz Zentrum München - German Research Center for Environmental Health (Author)
  • Annette Feuchtinger - , Helmholtz Zentrum München - German Research Center for Environmental Health (Author)
  • Stefan Kircher - , University Hospital of Würzburg (Author)
  • Timo Deutschbein - , University Hospital of Würzburg (Author)
  • Thomas Papathomas - , University of Birmingham (Author)
  • Nicole Bechmann - , Institute of Clinical Chemistry and Laboratory Medicine, Department of internal Medicine 3, University Hospital Carl Gustav Carus Dresden, German Institute of Human Nutrition Potsdam-Rehbruecke, German Center for Diabetes Research (DZD e.V.) (Author)
  • Paal William Wallace - , University Hospital Carl Gustav Carus Dresden (Author)
  • Mirko Peitzsch - , Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus Dresden (Author)
  • Esther Korpershoek - , Erasmus University Medical Center (Author)
  • Juliane Friemel - , University Hospital Zurich (Author)
  • Anne-Paule Gimenez-Roqueplo - , Université Paris Cité, Hopital Europeen Georges-Pompidou (Author)
  • Mercedes Robledo - , Hereditary Endocrine Cancer Group. Spanish National Cancer Research Center (CNIO) (Author)
  • Henri J L M Timmers - , Radboud University Medical Center (Author)
  • Letizia Canu - , University of Florence (Author)
  • Achim Weber - , University Hospital Zurich (Author)
  • Ronald R de Krijger - , University Medical Center (UMC) Utrecht (Author)
  • Martin Fassnacht - , University Hospital of Würzburg (Author)
  • Thomas Knösel - , Ludwig Maximilian University of Munich (Author)
  • Thomas Kirchner - , Ludwig Maximilian University of Munich (Author)
  • Martin Reincke - , Hospital of the Ludwig-Maximilians-University (LMU) Munich (Author)
  • Axel Karl Walch - , Helmholtz Zentrum München - German Research Center for Environmental Health (Author)
  • Matthias Kroiss - , Hospital of the Ludwig-Maximilians-University (LMU) Munich, University Hospital of Würzburg (Author)
  • Felix Beuschlein - , Hospital of the Ludwig-Maximilians-University (LMU) Munich, University Hospital Zurich (Author)

Abstract

OBJECTIVE: Within the past decade, important genetic drivers of pheochromocytoma and paraganglioma (PPGLs) development have been identified. The pathophysiological mechanism that translates these alterations into functional autonomy and potentially malignant behavior has not been elucidated in detail. Here we used MALDI-mass spectrometry imaging (MALDI-MSI) of formalin-fixed paraffin-embedded tissue specimens to comprehensively characterize the metabolic profiles of PPGLs.

DESIGN AND METHODS: MALDI-MSI was conducted in 344 PPGLs and results correlated with genetic and phenotypic information. We experimentally silenced genetic drivers by siRNA in PC12 cells to confirm their metabolic impact in vitro.

RESULTS: Tissue abundance of kynurenine pathway metabolites such as xanthurenic acid was significantly lower (P = 2.35E-09) in the pseudohypoxia pathway cluster 1 compared to PPGLs of the kinase-driven PPGLs cluster 2. Lower abundance of xanthurenic acid was associated with shorter metastasis-free survival (log-rank tests P = 7.96E-06) and identified as a risk factor for metastasis independent of the genetic status (hazard ratio, 32.6, P = 0.002). Knockdown of Sdhb and Vhl in an in vitro model demonstrated that inositol metabolism and sialic acids were similarly modulated as in tumors of the respective cluster.

CONCLUSIONS: The present study has identified distinct tissue metabolomic profiles of PPGLs in relation to tumor genotypes. In addition, we revealed significantly altered metabolites in the kynurenine pathway in metastatic PPGLs, which can aid in the prediction of its malignant potential. However, further validation studies will be required to confirm our findings.

Details

Original languageEnglish
Pages (from-to)179-191
Number of pages13
JournalEuropean journal of endocrinology
Volume185
Issue number1
Publication statusPublished - 5 Jun 2021
Peer-reviewedYes

External IDs

Scopus 85107902867
ORCID /0000-0002-6932-333X/work/148144967

Keywords

Keywords

  • Adrenal Gland Neoplasms/diagnosis, Adult, Animals, Cohort Studies, Disease Progression, Female, Genetic Association Studies, Humans, Male, Mass Spectrometry/methods, Metabolome, Metabolomics/methods, Middle Aged, Neoplasm Metastasis, PC12 Cells, Paraganglioma/diagnosis, Pheochromocytoma/diagnosis, Prognosis, Rats, Tissue Array Analysis/methods