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
Link To Document :
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