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Automated Image Analyses of Glomerular Hypertrophy in a Mouse Model of Diabetic Nephropathy.

Mette V ØstergaardFrederikke E SembachJacob L SkytteUrmas RoostaluThomas SecherAgnete OvergaardLisbeth N FinkNiels VrangJacob JelsingJacob Hecksher-Sørensen
Published in: Kidney360 (2020)
Overall, LSFM coupled with automated 3D histomorphometric analysis was demonstrated to be advantageous for unbiased assessment of glomerular volume and numbers in mouse whole-kidney samples. Furthermore, we showed that injection of fluorescently labeled lectin and albumin can be used as markers of nephron segments in the mouse kidneys, thus enabling functional assessment of kidney physiology, pathology, and pharmacology in preclinical rodent models of kidney disease.
Keyphrases
  • diabetic nephropathy
  • deep learning
  • mouse model
  • machine learning
  • high throughput
  • stem cells
  • high glucose
  • pet imaging
  • bone marrow