Organoid single cell profiling identifies a transcriptional signature of glomerular disease.

Jennifer L Harder, Rajasree Menon, Edgar A Otto, Jian Zhou, Sean Eddy, Noel L Wys, Christopher O'Connor, Jinghui Luo, Viji Nair, Cristina Cebrian, Jason R Spence, Markus Bitzer, Olga G Troyanskaya, Jeffrey B Hodgin, Roger C Wiggins, Benjamin S Freedman, Matthias Kretzler, European Renal cDNA Bank (ERCB), Nephrotic Syndrome Study Network (NEPTUNE)
Author Information
  1. Jennifer L Harder: Department of Internal Medicine, Division of Nephrology, and.
  2. Rajasree Menon: Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan, USA.
  3. Edgar A Otto: Department of Internal Medicine, Division of Nephrology, and.
  4. Jian Zhou: Flatiron Institute, Simons Foundation, New York, New York, USA.
  5. Sean Eddy: Department of Internal Medicine, Division of Nephrology, and.
  6. Noel L Wys: Department of Internal Medicine, Division of Nephrology, and.
  7. Christopher O'Connor: Department of Internal Medicine, Division of Nephrology, and.
  8. Jinghui Luo: Department of Pathology and.
  9. Viji Nair: Department of Internal Medicine, Division of Nephrology, and.
  10. Cristina Cebrian: Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA.
  11. Jason R Spence: Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan, USA.
  12. Markus Bitzer: Department of Internal Medicine, Division of Nephrology, and.
  13. Olga G Troyanskaya: Flatiron Institute, Simons Foundation, New York, New York, USA.
  14. Jeffrey B Hodgin: Department of Pathology and.
  15. Roger C Wiggins: Department of Internal Medicine, Division of Nephrology, and.
  16. Benjamin S Freedman: Department of Medicine, Division of Nephrology.
  17. Matthias Kretzler: Department of Internal Medicine, Division of Nephrology, and.

Abstract

Podocyte injury is central to many forms of kidney disease, but transcriptional signatures reflecting podocyte injury and compensation mechanisms are challenging to analyze in vivo. Human kidney organoids derived from pluripotent stem cells (PSCs), a potentially new model for disease and regeneration, present an opportunity to explore the transcriptional plasticity of podocytes. Here, transcriptional profiling of more than 12,000 single cells from human PSC-derived kidney organoid cultures was used to identify robust and reproducible cell lineage gene expression signatures shared with developing human kidneys based on trajectory analysis. Surprisingly, the gene expression signature characteristic of developing glomerular epithelial cells was also observed in glomerular tissue from a kidney disease cohort. This signature correlated with proteinuria and inverse eGFR, and it was confirmed in an independent podocytopathy cohort. Three genes in particular were further characterized as potentially novel components of the glomerular disease signature. We conclude that cells in human PSC-derived kidney organoids reliably recapitulate the developmental transcriptional program of podocytes and other cell lineages in the human kidney and that transcriptional profiles seen in developing podocytes are reactivated in glomerular disease. Our findings demonstrate an approach to identifying potentially novel molecular programs involved in the pathogenesis of glomerulopathies.

Keywords

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Grants

  1. K01 DK102826/NIDDK NIH HHS
  2. P30 CA046592/NCI NIH HHS
  3. UH3 TR002158/NCATS NIH HHS
  4. UG3 TR002158/NCATS NIH HHS
  5. U54 DK083912/NIDDK NIH HHS
  6. R01 GM071966/NIGMS NIH HHS
  7. R01 DK100449/NIDDK NIH HHS
  8. K08 DK089119/NIDDK NIH HHS
  9. R01 DK102643/NIDDK NIH HHS
  10. P30 DK081943/NIDDK NIH HHS
  11. U24 DK114886/NIDDK NIH HHS

MeSH Term

Adult
Embryonic Stem Cells
Humans
Kidney Diseases
Kidney Glomerulus
Organoids
Pluripotent Stem Cells
Podocytes
Single-Cell Analysis
Tissue Culture Techniques
Transcriptome