Multi-omics and imaging mass cytometry characterization of human kidneys to identify pathways and phenotypes associated with impaired kidney function

Kidney Int. 2024 Jul;106(1):85-97. doi: 10.1016/j.kint.2024.01.041. Epub 2024 Feb 29.

Abstract

Despite the recent advances in our understanding of the role of lipids, metabolites, and related enzymes in mediating kidney injury, there is limited integrated multi-omics data identifying potential metabolic pathways driving impaired kidney function. The limited availability of kidney biopsies from living donors with acute kidney injury has remained a major constraint. Here, we validated the use of deceased transplant donor kidneys as a good model to study acute kidney injury in humans and characterized these kidneys using imaging and multi-omics approaches. We noted consistent changes in kidney injury and inflammatory markers in donors with reduced kidney function. Neighborhood and correlation analyses of imaging mass cytometry data showed that subsets of kidney cells (proximal tubular cells and fibroblasts) are associated with the expression profile of kidney immune cells, potentially linking these cells to kidney inflammation. Integrated transcriptomic and metabolomic analysis of human kidneys showed that kidney arachidonic acid metabolism and seven other metabolic pathways were upregulated following diminished kidney function. To validate the arachidonic acid pathway in impaired kidney function we demonstrated increased levels of cytosolic phospholipase A2 protein and related lipid mediators (prostaglandin E2) in the injured kidneys. Further, inhibition of cytosolic phospholipase A2 reduced injury and inflammation in human kidney proximal tubular epithelial cells in vitro. Thus, our study identified cell types and metabolic pathways that may be critical for controlling inflammation associated with impaired kidney function in humans.

Keywords: arachidonic acid; imaging mass cytometry; kidney damage; kidney inflammation; lipidomics; metabolic pathways.

MeSH terms

  • Acute Kidney Injury* / etiology
  • Acute Kidney Injury* / metabolism
  • Acute Kidney Injury* / pathology
  • Adult
  • Arachidonic Acid / metabolism
  • Biopsy
  • Dinoprostone / analysis
  • Dinoprostone / metabolism
  • Epithelial Cells / metabolism
  • Epithelial Cells / pathology
  • Female
  • Fibroblasts / metabolism
  • Gene Expression Profiling
  • Humans
  • Image Cytometry / methods
  • Kidney / metabolism
  • Kidney / pathology
  • Kidney Transplantation / adverse effects
  • Kidney Tubules, Proximal / metabolism
  • Kidney Tubules, Proximal / pathology
  • Male
  • Metabolomics / methods
  • Middle Aged
  • Multiomics
  • Phenotype*
  • Phospholipases A2 / metabolism
  • Transcriptome

Substances

  • Phospholipases A2
  • Arachidonic Acid
  • Dinoprostone