Go to The Journal of Clinical Investigation
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
  • Physician-Scientist Development
  • Current issue
  • Past issues
  • By specialty
    • COVID-19
    • Cardiology
    • Immunology
    • Metabolism
    • Nephrology
    • Oncology
    • Pulmonology
    • All ...
  • Videos
  • Collections
    • In-Press Preview
    • Resource and Technical Advances
    • Clinical Research and Public Health
    • Research Letters
    • Editorials
    • Perspectives
    • Physician-Scientist Development
    • Reviews
    • Top read articles

  • Current issue
  • Past issues
  • Specialties
  • In-Press Preview
  • Resource and Technical Advances
  • Clinical Research and Public Health
  • Research Letters
  • Editorials
  • Perspectives
  • Physician-Scientist Development
  • Reviews
  • Top read articles
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
Spatial metabolomics reveals upregulation of several pyrophosphate-producing pathways in cortical bone of Hyp mice
Achim Buck, … , Reinhold G. Erben, Axel Walch
Achim Buck, … , Reinhold G. Erben, Axel Walch
Published October 24, 2022
Citation Information: JCI Insight. 2022;7(20):e162138. https://doi.org/10.1172/jci.insight.162138.
View: Text | PDF
Resource and Technical Advance Bone biology

Spatial metabolomics reveals upregulation of several pyrophosphate-producing pathways in cortical bone of Hyp mice

  • Text
  • PDF
Abstract

Patients with the renal phosphate–wasting disease X-linked hypophosphatemia (XLH) and Hyp mice, the murine homolog of XLH, are characterized by loss-of-function mutations in phosphate-regulating endopeptidase homolog X-linked (PHEX), leading to excessive secretion of the bone-derived phosphotropic hormone FGF23. The mineralization defect in patients with XLH and Hyp mice is caused by a combination of hypophosphatemia and local accumulation of mineralization-inhibiting molecules in bone. However, the mechanism by which PHEX deficiency regulates bone cell metabolism remains elusive. Here, we used spatial metabolomics by employing matrix-assisted laser desorption/ionization (MALDI) Fourier-transform ion cyclotron resonance mass spectrometry imaging (MSI) of undecalcified bone cryosections to characterize in situ metabolic changes in bones of Hyp mice in a holistic, unbiased manner. We found complex changes in Hyp bone metabolism, including perturbations in pentose phosphate, purine, pyrimidine, and phospholipid metabolism. Importantly, our study identified an upregulation of several biochemical pathways involved in intra- and extracellular production of the mineralization inhibitor pyrophosphate in the bone matrix of Hyp mice. Our data emphasize the utility of MSI–based spatial metabolomics in bone research and provide holistic in situ insights as to how Phex deficiency–induced changes in biochemical pathways in bone cells are linked to impaired bone mineralization.

Authors

Achim Buck, Verena M. Prade, Thomas Kunzke, Reinhold G. Erben, Axel Walch

×

Figure 4

Spatial metabolomics pathway network.

Options: View larger image (or click on image) Download as PowerPoint
Spatial metabolomics pathway network.
Nodes represent metabolites, with ...
Nodes represent metabolites, with size reflecting the log2 fold change between WT and Hyp cortical bone. Node sizes increase with the log2 fold change, while the criteria for labeling nodes is a log2 fold change cutoff value of 1 or greater for upregulation or –1 or less for downregulation, respectively. Edges represent shared KEGG pathways, with the width representing the spatial correlation coefficient within compacta. Edge opacity increases with the correlation coefficient. Selected pathways are colored as follows: purine metabolism (red), pyrimidine metabolism (light green), pentose phosphate pathway (blue), galactose metabolism (magenta), glycolysis/gluconeogenesis (dark green), phosphatidylinositol and inositol phosphate metabolism (yellow), and cysteine and methionine metabolism (cyan).

Copyright © 2025 American Society for Clinical Investigation
ISSN 2379-3708

Sign up for email alerts