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Anatomy of the left ventricle in fibrotic non-ischaemic dilated cardiomyopathy (NIDCM)

Version 4 2021-11-25, 09:46
Version 3 2021-11-25, 09:41
Version 2 2021-11-25, 09:22
Version 1 2021-03-09, 17:38
dataset
posted on 2021-11-25, 09:22 authored by Pablo LamataPablo Lamata, Martin Bishop, Gabriel Balaban, Brian P Halliday, Daniel Hammersley, Christopher Aldo Rinaldi, Sanjay K Prasad

Supporting data for the study titled "Left Ventricular Shape Predicts Arrhythmic Risk in Fibrotic Dilated Cardiomyopathy" published in Europace (https://doi.org/10.1093/europace/euab306)


Collection of 156 computational meshes of the anatomy of the left ventricle of 156 subjects with fibrotic NIDCM


Data acquisition and segmentation

Original Late Gadolinium Enganced (LGE-CMR) images originate from a cohort of 157 patients enrolled in the Royal Brompton Hospital Cardiovascular Biobank Project.

Short axis LGE-CMR images stacks were acquired with an acquired scanning resolution of 1.3-2.2mm in plane and with a 7-10.5mm slice thickness.

LGE-CMR stacks were manually segmented. An additional point was marked, the most basal point of the RV epicardium that meets the liver, required to break the circumferential symmetry of the LV in the ventricular shape models, and providing a marker for the most basal slice (images above this slice were removed).


3D meshing

The LV end diastolic anatomy was reconstructed from the short axis image contours using high order interpolation meshes. An idealised ellipsoid (with 96 elements, 194 nodes and 4656 degrees of freedom) was tailored to the dimensions of each case, and image registration and mesh warping techniques used to fit an idealised ellipsoid to each patient’s contours. High-order interpolation basis functions (cubic Hermite) in the meshes were used to interpolate the typically sparse out of plane resolutions in the short axis acquisitions.

The 156 meshes were then spatially aligned by their centres of mass, and oriented by their basal planes and manually marked points at the RV epicardium.


Data shared contains:
1. AtlasMeshData.zip, where each case has
1.1 IDseg.nii: The mask (segmentation) of the left ventricular (LV) myocardium and right ventricular blood pool from the short axis magnetic resonance image in end diastole. NIFTI format.
1.2 IDseg_mesh files: the degrees of freedom of the cubic Hermite mesh that was personalised to the anatomy of the left ventricle
1.3 Image_IDseg_mesh.jpg: image of the overlay between the fitted mesh and the mask of the LV myocardium
1.4 Image_Initialization.jpg: image of the overlay between the template LV mesh used for personalization and the mask of the LV myocardium
1.5 ImageDistances2ClosestPointIDseg_meshxxxxxxxxxx.jpg: image of the distances between the LV mesh and the mask of the LV myocardium (xxxxxxxxxx is a digit encodign for the time when the image was generated)
1.6 PersonalizationReportbinary.txt: file with metrics of mesh fitting accuracy and quality
1.7 GeoReport.txt: file with the collection of most prevalent geometrical descriptors of the left ventricle,
1.8 CurvatureMetrics.mat, GeometricalMetrics.mat and ThicknessMetrics.mat: matlab files with a comprehensive collection of descriptors of the left ventricle.

2. VTKMeshes.zip: the collection of all the LV shapes in VTK format, after correction of centre of mass and circumferential orientation.



Funding

Unravelling the physics of the pressure drop in blood flow constrictions

Wellcome Trust

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Understanding the Mechanistic Links Between Mid-Wall Fibrosis and Arrhythmic Risk in Non-Ischemic DCM Using a Combined Modelling & Clinical Approach

Medical Research Council

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Norwegian Research Council via the ProCardio Center for Innovation [32481]

EPSRC Centre for Medical Engineering at King’s College London (WT 203148/Z/16/Z)

National Institute for Health Research (NIHR) Biomedical Research Centre (BRC) and CRF based at Guy’s and St Thomas’ NHS Foundation Trust and King’s College London

Imperial College London NIHR BRC

The Royal Brompton CRC and NIHR BRU

Is it safe to withdraw medical therapy from patients with a previous diagnosis of dilated cardiomyopathy, now in remission? (Dr Brian Halliday)

British Heart Foundation

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History