• DocumentCode
    2921687
  • Title

    Quantitative analysis of tumor vascular structure after drug treatment

  • Author

    Wang, Po ; Kelly, Catherine ; Harvey, Ann ; Qayum, Naseer ; Muschel, Ruth J. ; Brady, Michael

  • Author_Institution
    Dept. of Eng. Sci., Univ. of Oxford, Oxford, UK
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    726
  • Lastpage
    729
  • Abstract
    This paper reports a method that aims to quantify the changes of tumour vascular structure as a result of drug treatment. The measures we have investigated to date include: vessel radii, inter-branch lengths, tortuosity and branch angles. We show that the distribution of vessel radii is better modelled as a gamma distribution as opposed to the log-normal distribution asserted by other researchers. We propose a new metric based on multiple linear regression to measure vascular tortuosity. We report statistical analyses which confirm that (as expected), at different significance levels, all the drugs we have tested (FTI, Iressa, Nelfinavir and PI-103) have positive effects in improving a tumour´s vascular network. In each case, the changes are quantified.
  • Keywords
    biomedical optical imaging; blood vessels; drugs; optical microscopy; regression analysis; statistical distributions; tumours; drug treatment; gamma distribution; log normal distribution; multiple linear regression; statistical analysis; tumor vascular structure; vessel branch angle; vessel interbranch length; vessel radius; vessel tortuosity; Blood; Drugs; Length measurement; Microscopy; Skeleton; Three dimensional displays; Tumors; branch angle; inter-branch length; radius; tortuosity; tumour vasculature; Animals; Antineoplastic Agents; Arterioles; Computer Simulation; Humans; Mice; Models, Biological; Neoplasms, Experimental; Neovascularization, Pathologic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626274
  • Filename
    5626274