Non-invasive estimation of the mechanical properties of the heart
Methods and systems for utilizing myocardial strain imaging in an inverse framework to identify mechanical properties of the heart and to determine structural and functional milestones for the development and progression to heart failure.
1. A method for analyzing passive left ventricular myocardial stiffness comprising:
measuring regional left ventricular geometry;
measuring myocardial strain;
estimating a ventricular pressure within an inverse finite-element network;
computing regional left ventricular myocardial mechanical properties; and
generating a spatiotemporal map;
wherein an objective function in the form of:
Π
(
A
′
-
A
A
+
∑
i
=
1
6
(
ɛ
i
′
-
ɛ
i
ɛ
i
)
+
t
′
_
-
t
_
t
_
)
×
100
%
.
is developed as a function of, at least, actual end-diastolic area (A), regional strain (εi) relative to a reference mesh, and mean wall thickness ( t ) determined from an end-diastolic mesh.
2. The method of claim 1 , wherein the spatiotemporal map illustrates passive myocardial stiffness and diastolic stress.
3. The method of claim 1 , wherein left ventricular configuration is generated from a position of the mid-myocardial nodes at onset of diastole.
4. The method of claim 1 , wherein at least two quasi-static structural mechanics steps are defined as follows:
applying a prescribed translation to basal nodes from a reference configuration to an expected position at end-diastole as determined from speckle-tracking echocardiography; and
fixing basal node positions and applying end-diastolic pressure to an endocardial surface.
5. The method of claim 4 , further comprising mimicing tethering effects of a right ventricle and a pericardium by applying an opposing pressure to the basal and mid-ventricular epicardial nodes.
6. The method of claim 1 , further comprising generating endocardial and epicardial nodes based on the position of the mid-myocardial nodes and estimated wall thicknesses.
7. The method of claim 6 , further comprising constructing a finite element mesh from a reference geometry composed of trilinear hexahedral elements spanning a distance between each of the mid-myocardial nodes and spanning a distance between pairs of endocardial and epicardial nodes.
8. The method of claim 7 , further comprising wherein a trilinear hexahedral finite element mesh is formulated with two elements spanning the distance between each mid-myocardial nodes and a distance between the pairs of endocardial and epicardial nodes.