• DocumentCode
    3203439
  • Title

    Ciliary motility activity measurement using a dense optical flow algorithm

  • Author

    Parrilla, Eduardo ; Armengot, Miguel ; Mata, Mario ; Cortijo, Julio ; Riera, Jaime ; Hueso, Jose L. ; Moratal, David

  • Author_Institution
    Biomech. Inst. of Valencia, Valencia, Spain
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    4446
  • Lastpage
    4449
  • Abstract
    Persistent respiratory syncytial virus (RSV) infections have been associated with the exacerbation of chronic inflammatory diseases, including chronic obstructive pulmonary disease (COPD). This virus infects the respiratory epithelium, leading to chronic inflammation, and induces the release of mucins and the loss of cilia activity, two factors that determine mucus clearance and the increase in sputum volume. In this study, an automatic method has been established to determine the ciliary motility activity from cell cultures by means of optical flow computation, and has been applied to 136 control cultures and to 144 RSV-infected cultures. The control group presented an average of cell surface with cilia motility per field of 41 ± 15 % (mean ± standard deviation), while the infected group presented a 11 ± 5 %, tStudent p<;0.001. The cutoff value to classify a infected specimen was <;17.89 % (sensitivity 0.94, specificity 0.93). This methodology has proved to be a robust technique to evaluate cilia motility in cell cultures.
  • Keywords
    biomedical measurement; biomedical optical imaging; cell motility; diseases; image sequences; lung; medical image processing; microorganisms; pneumodynamics; COPD; RSV-infected cultures; automatic method; cell cultures; cell surface; chronic inflammatory diseases; chronic obstructive pulmonary disease; cilia activity; cilia motility; ciliary motility activity measurement; dense optical flow algorithm; exacerbation; mucins; mucus clearance; persistent respiratory syncytial virus infections; respiratory epithelium; sputum volume; Computer vision; Diseases; Educational institutions; Image motion analysis; Immune system; Microscopy; Polynomials;
  • 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.2013.6610533
  • Filename
    6610533