Differentiation of vascular and non-vascular skin spectral signatures using in vivo hyperspectral radiometric imaging: implications for monitoring angiogenesis.

Paul C Tumeh, Jeremy M Lerner, David T Dicker, Wafik S El-Deiry

Department of Medicine (Hematology/Oncology, The Institute for Translational Medicine and Therapeutics, and the Abramson Comprehensive Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.

Journal Article: Cancer biology & therapy (impact factor: 2.71). 04/2007; 6(3):447-53.

Abstract

Molecular imaging techniques can detect and monitor characteristics of the tumor microenvironment, such as angiogenesis, hypoxia, metabolism, and apoptosis that may better correlate with response to cancer therapy and may provide information in real-time. We investigated the use of a novel, spatially discrete, hyperspectral, multi-fiber optical system to characterize selected regions of skin in living mice. We determined the reproducibility and robustness of the spectral signatures derived from comparable regions of interest. Additionally, we characterized spectral differences in vascular and non-vascular fields to determine their potential use in monitoring angiogenesis. The macroscopic Prism and Reflectance Imaging Spectroscopy System (MACRO-PARISS) was calibrated against a National Institute for Standards and Technology (NIST)-certified lamp, allowing for reproducible spectra with any instrument similarly calibrated. Spectra were classified using a linearity-independent algorithm over a wavelength range of 450-920 nm. Classified spectra were integrated into a spectral library and subsequent acquisitions were correlated with the library set to a minimum correlation coefficient (MCC) of 99%. The results indicated that similar regions of interest with respect to vascularity consistently generated a unique spectral signature. As the field of view (FOV) moved from vascular to non-vascular areas, the acquired spectra changed in a step-wise and predictable fashion. Additionally, vascular fields that were deprived of their blood supply subsequently generated a non-vascular spectral signature. This work has implications for the monitoring of various physiologic or pathological processes including tumor angiogenesis and the therapeutic effects of anti-vascular agents.

Source: PubMed

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Keywords

acquired spectra
 
anti-vascular agents
 
Classified spectra
 
comparable regions
 
linearity-independent algorithm
 
minimum correlation coefficient
 
Molecular imaging techniques
 
multi-fiber optical system
 
non-vascular areas
 
non-vascular fields
 
non-vascular spectral signature
 
pathological processes
 
reproducible spectra
 
similar regions
 
spectral library
 
spectral signatures
 
therapeutic effects
 
unique spectral signature
 
various physiologic
 
vascular fields