Measuring regional changes in the diastolic deformation of the left ventricle of SHR rats using microPET technology and hyperelastic warping.
The objective of this research was to assess applicability of a technique known as hyperelastic warping for the measurement of local strains in the left ventricle (LV) directly from microPET image data sets. The technique uses differences in image intensities between template (reference) and target (loaded) image data sets to generate a body force that deforms a finite element (FE) representation of the template so that it registers with the target images. For validation, the template image was defined as the end-systolic microPET image data set from a Wistar Kyoto (WKY) rat. The target image was created by mapping the template image using the deformation results obtained from a FE model of diastolic filling. Regression analysis revealed highly significant correlations between the simulated forward FE solution and image derived warping predictions for fiber stretch (R (2) = 0.96), circumferential strain (R (2) = 0.96), radial strain (R (2) = 0.93), and longitudinal strain (R (2) = 0.76) (p < 0.001 for all cases). The technology was applied to microPET image data of two spontaneously hypertensive rats (SHR) and a WKY control. Regional analysis revealed that, the lateral freewall in the SHR subjects showed the greatest deformation compared with the other wall segments. This work indicates that warping can accurately predict the strain distributions during diastole from the analysis of microPET data sets.
Veress
Alexander I
AI
Department of Bioengineering, The Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT, USA. averess@u.washington.edu
Weiss
Jeffrey A
JA
Huesman
Ronald H
RH
Reutter
Bryan W
BW
Taylor
Scott E
SE
Sitek
Arek
A
Feng
Bing
B
Yang
Yongfeng
Y
Gullberg
Grant T
GT
D000465:Algorithms; D000818:Animals; D016880:Anisotropy; D001709:Biotechnology / Q000379:methods; D003198:Computer Simulation; D003971:Diastole / Q000502:physiology*; D004548:Elasticity; D054459:Elasticity Imaging Techniques / Q000379:methods*; D006973:Hypertension / Q000150:complications / Q000000981:diagnostic imaging* / Q000503:physiopathology*; D007090:Image Interpretation, Computer-Assisted / Q000379:methods; D008955:Models, Cardiovascular; D049268:Positron-Emission Tomography / Q000379:methods*; D051381:Rats; D011918:Rats, Inbred SHR; D013314:Stress, Mechanical; D013382:Subtraction Technique; D018487:Ventricular Dysfunction, Left / Q000000981:diagnostic imaging* / Q000209:etiology / Q000503:physiopathology*