Computational Identification and 3D Morphological Characterization of Renal Glomeruli in Optically Cleared Murine Kidneys.

Nabil Nicolas, Nour Nicolas, Etienne Roux
Author Information
  1. Nabil Nicolas: INSERM, Biologie Des Maladies Cardiovasculaires, University Bordeaux, U1034, F-33600 Pessac, France. ORCID
  2. Nour Nicolas: INSERM, Biologie Des Maladies Cardiovasculaires, University Bordeaux, U1034, F-33600 Pessac, France.
  3. Etienne Roux: INSERM, Biologie Des Maladies Cardiovasculaires, University Bordeaux, U1034, F-33600 Pessac, France. ORCID

Abstract

The aim of this study was to establish an accessible methodology for the objective identification and 3D morphological characterization of renal glomeruli in mice. 3D imaging of the renal cortex was performed by light sheet microscopy on iDISCO+ optical cleared kidneys of six C57BL/6J mice after labelling of the capillary endothelium by lectin injection. 3D images were processed with the open source software ImageJ, and statistical analysis done with GraphPad Prism. Non-visual delimitation of the external surface of the glomeruli was ensured by greyscale-based thresholding, the value of which was determined from the statistical analysis of the voxel frequency distribution. Exclusion of false-positive identification was done by successive volume- and shape-based segmentation. Renal glomeruli were characterized by their number, surface area, volume, and compactness. Average data were expressed as mean ± SD. The number of glomeruli was equal to 283 ± 35 per mm of renal tissue, representing 1.78 ± 0.49% of the tissue volume. The surface area, volume and compactness were equal to 20,830 ± 6200 µm², 62,280 ± 14,000 µm and 0.068 ± 0.026, respectively. The proposed standardized methodology allows the identification of the renal glomeruli and their 3D morphological characterization, and is easily accessible for biologists.

Keywords

References

  1. Cell. 2016 Jun 16;165(7):1789-1802 [PMID: 27238021]
  2. Bioinformatics. 2013 Jul 15;29(14):1840-1 [PMID: 23681123]
  3. Biology (Basel). 2021 Apr 07;10(4): [PMID: 33917130]
  4. Sci Rep. 2020 Nov 23;10(1):20334 [PMID: 33230129]
  5. Kidney Int. 2019 Aug;96(2):505-516 [PMID: 31155155]
  6. J Physiol. 1977 Aug;269(3):627-41 [PMID: 894607]
  7. Nephrol Dial Transplant. 2005 Jun;20(6):1048-56 [PMID: 15814534]
  8. J Am Soc Nephrol. 2009 Jan;20(1):181-8 [PMID: 18815243]
  9. J Am Soc Nephrol. 2003 Jul;14(7):1901-3 [PMID: 12819252]
  10. Clin J Am Soc Nephrol. 2014 Feb;9(2):373-81 [PMID: 24458082]
  11. J Vis Exp. 2018 Nov 1;(141): [PMID: 30451231]
  12. Biotechnol Bioeng. 2019 Oct;116(10):2742-2763 [PMID: 31282993]
  13. Histochem Cell Biol. 2015 Feb;143(2):225-34 [PMID: 25534591]
  14. Am J Physiol Renal Physiol. 2019 Oct 1;317(4):F865-F873 [PMID: 31339774]
  15. Clin J Am Soc Nephrol. 2014 Aug 7;9(8):1461-9 [PMID: 24875196]
  16. Am J Physiol Renal Physiol. 2019 Nov 1;317(5):F1217-F1223 [PMID: 31566437]
  17. AORN J. 1998 Nov;68(5):800, 803-16, 819-20; quiz 821-4 [PMID: 9829131]
  18. Am J Physiol Renal Physiol. 2014 Mar 15;306(6):F664-71 [PMID: 24477686]

MeSH Term

Animals
Imaging, Three-Dimensional
Kidney
Kidney Glomerulus
Mice
Mice, Inbred C57BL
Microscopy

Word Cloud

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