Single-cell transcriptomics of the mouse kidney reveals potential cellular targets of kidney disease

Science. 2018 May 18;360(6390):758-763. doi: 10.1126/science.aar2131. Epub 2018 Apr 5.


Our understanding of kidney disease pathogenesis is limited by an incomplete molecular characterization of the cell types responsible for the organ's multiple homeostatic functions. To help fill this knowledge gap, we characterized 57,979 cells from healthy mouse kidneys by using unbiased single-cell RNA sequencing. On the basis of gene expression patterns, we infer that inherited kidney diseases that arise from distinct genetic mutations but share the same phenotypic manifestation originate from the same differentiated cell type. We also found that the collecting duct in kidneys of adult mice generates a spectrum of cell types through a newly identified transitional cell. Computational cell trajectory analysis and in vivo lineage tracing revealed that intercalated cells and principal cells undergo transitions mediated by the Notch signaling pathway. In mouse and human kidney disease, these transitions were shifted toward a principal cell fate and were associated with metabolic acidosis.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Animals
  • Cell Plasticity
  • Cell Tracking / methods*
  • Gene Expression Profiling / methods*
  • Genetic Markers
  • Humans
  • Kidney Diseases / genetics*
  • Kidney Tubules, Collecting / cytology*
  • Kidney Tubules, Collecting / metabolism*
  • Mice
  • Receptors, Notch / metabolism
  • Sequence Analysis, RNA / methods
  • Signal Transduction
  • Single-Cell Analysis / methods*


  • Genetic Markers
  • Receptors, Notch