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01.12.2017 | Research | Ausgabe 1/2017 Open Access

Journal of Cardiovascular Magnetic Resonance 1/2017

Validation of diffusion tensor MRI measurements of cardiac microstructure with structure tensor synchrotron radiation imaging

Zeitschrift:
Journal of Cardiovascular Magnetic Resonance > Ausgabe 1/2017
Autoren:
Irvin Teh, Darryl McClymont, Marie-Christine Zdora, Hannah J. Whittington, Valentina Davidoiu, Jack Lee, Craig A. Lygate, Christoph Rau, Irene Zanette, Jürgen E. Schneider
Wichtige Hinweise

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.

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.
Zusatzmaterial
Additional file 2: Figure S1. Histograms of ratios of principal eigenvalues (PDF 238 kb)
12968_2017_342_MOESM2_ESM.pdf
Additional file 3: Figure S2. Sheetlet elevation and azimuth maps and histograms (PDF 610 kb)
12968_2017_342_MOESM3_ESM.pdf
Literatur
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