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Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging
- Source :
- Teh, I, Mcclymont, D, Zdora, M, Whittington, H J, Davidoiu, V, Lee, J, Lygate, C A, Rau, C, Zanette, I & Schneider, J E 2017, ' Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging ', Journal of Cardiovascular Magnetic Resonance, vol. 19, no. 1 . https://doi.org/10.1186/s12968-017-0342-x, Teh, I, McClymont, D, Zdora, M C, Whittington, H J, Davidoiu, V, Lee, J, Lygate, C A, Rau, C, Zanette, I & Schneider, J E 2017, ' Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging ', Journal of Cardiovascular Magnetic Resonance, vol. 19, no. 1, 31 . https://doi.org/10.1186/s12968-017-0342-x, Journal of Cardiovascular Magnetic Resonance
- Publication Year :
- 2017
-
Abstract
- Background Diffusion tensor imaging (DTI) is widely used to assess tissue microstructure non-invasively. Cardiac DTI enables inference of cell and sheetlet orientations, which are altered under pathological conditions. However, DTI is affected by many factors, therefore robust validation is critical. Existing histological validation is intrinsically flawed, since it requires further tissue processing leading to sample distortion, is routinely limited in field-of-view and requires reconstruction of three-dimensional volumes from two-dimensional images. In contrast, synchrotron radiation imaging (SRI) data enables imaging of the heart in 3D without further preparation following DTI. The objective of the study was to validate DTI measurements based on structure tensor analysis of SRI data. Methods One isolated, fixed rat heart was imaged ex vivo with DTI and X-ray phase contrast SRI, and reconstructed at 100 μm and 3.6 μm isotropic resolution respectively. Structure tensors were determined from the SRI data and registered to the DTI data. Results Excellent agreement in helix angles (HA) and transverse angles (TA) was observed between the DTI and structure tensor synchrotron radiation imaging (STSRI) data, where HADTI-STSRI = −1.4° ± 23.2° and TADTI-STSRI = −1.4° ± 35.0° (mean ± 1.96 standard deviation across all voxels in the left ventricle). STSRI confirmed that the primary eigenvector of the diffusion tensor corresponds with the cardiomyocyte long-axis across the whole myocardium. Conclusions We have used STSRI as a novel and high-resolution gold standard for the validation of DTI, allowing like-with-like comparison of three-dimensional tissue structures in the same intact heart free of distortion. This represents a critical step forward in independently verifying the structural basis and informing the interpretation of cardiac DTI data, thereby supporting the further development and adoption of DTI in structure-based electro-mechanical modelling and routine clinical applications. Electronic supplementary material The online version of this article (doi:10.1186/s12968-017-0342-x) contains supplementary material, which is available to authorized users.
- Subjects :
- medicine.medical_specialty
Synchrotron radiation
030204 cardiovascular system & hematology
computer.software_genre
Structure tensor
behavioral disciplines and activities
030218 nuclear medicine & medical imaging
Rats, Sprague-Dawley
03 medical and health sciences
0302 clinical medicine
Tissue microstructure
Predictive Value of Tests
Voxel
Distortion
Synchrotron radiation imaging
Image Interpretation, Computer-Assisted
Validation
medicine
Animals
Computer Simulation
Myocytes, Cardiac
Radiology, Nuclear Medicine and imaging
Isotropic resolution
Medicine(all)
Radiological and Ultrasound Technology
business.industry
Research
Myocardium
Reproducibility of Results
Heart
Gold standard (test)
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
Diffusion tensor imaging
nervous system
Female
Cardiovascular magnetic resonance
Radiology
Cardiology and Cardiovascular Medicine
business
computer
Synchrotrons
Diffusion MRI
Biomedical engineering
Tractography
Subjects
Details
- Language :
- English
- ISSN :
- 10976647
- Database :
- OpenAIRE
- Journal :
- Teh, I, Mcclymont, D, Zdora, M, Whittington, H J, Davidoiu, V, Lee, J, Lygate, C A, Rau, C, Zanette, I & Schneider, J E 2017, ' Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging ', Journal of Cardiovascular Magnetic Resonance, vol. 19, no. 1 . https://doi.org/10.1186/s12968-017-0342-x, Teh, I, McClymont, D, Zdora, M C, Whittington, H J, Davidoiu, V, Lee, J, Lygate, C A, Rau, C, Zanette, I & Schneider, J E 2017, ' Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging ', Journal of Cardiovascular Magnetic Resonance, vol. 19, no. 1, 31 . https://doi.org/10.1186/s12968-017-0342-x, Journal of Cardiovascular Magnetic Resonance
- Accession number :
- edsair.doi.dedup.....9f02d1186620453e1e97f02aafa794d5
- Full Text :
- https://doi.org/10.1186/s12968-017-0342-x