• DocumentCode
    3199753
  • Title

    A new quantitative approach for estimating bone cell connections from nano-CT images

  • Author

    Pei Dong ; Pacureanu, Alexandra ; Zuluaga, Maria A. ; Olivier, Christian ; Frouin, F. ; Grimal, Quentin ; Peyrin, F.

  • Author_Institution
    CREATIS, Univ. de Lyon, Villeurbanne, France
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    3694
  • Lastpage
    3697
  • Abstract
    Recent works highlighted the crucial role of the osteocyte system in bone fragility. The number of canaliculi of osteocyte lacuna (Lc.NCa) is an important parameter that reflects the functionality of bone tissue, but rarely reported due to the limitations of current microscopy techniques, and only assessed from 2D histology sections. Previously, we showed the Synchrotron Radiation nanotomography (SR-nanoCT) is a promising technique to image the 3D lacunar-canalicular network. Here we present, for the first time, an automatic method to quantify the connectivity of bone cells in 3D. After segmentation, our method first separates and labels each lacuna in the network. Then, by creating a bounding surface around lacuna, the Lc.NCa is calculated through estimating 3D topological parameters. The proposed method was successfully applied to a 3D SR-nanoCT image of cortical femoral bone. Statistical results on 165 lacunae are reported, showing a mean of 51, which is consistent with the literature.
  • Keywords
    bone; cellular biophysics; computerised tomography; image segmentation; medical image processing; parameter estimation; statistical analysis; synchrotron radiation; 2D histology sections; 3D lacunar-canalicular network; 3D topological parameter estimation; bone cell connection estimation; bone fragility; bone tissue functionality; canaliculi; cortical femoral bone; microscopy; nanocomputerised tomography images; osteocyte lacuna; osteocyte system; quantitative approach; segmentation; statistical results; synchrotron radiation nanotomography; Bones; Image segmentation; Imaging; Irrigation; Surface morphology; Surface treatment; Three-dimensional displays; SR nano-CT; automatic quantification; lacunar-canalicular network; morphological operation; topological parameters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610345
  • Filename
    6610345