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. 2024 Jul;312(1):e232731.
doi: 10.1148/radiol.232731.

Multidimensional Analysis of the Adult Human Heart in Health and Disease Using Hierarchical Phase-Contrast Tomography

Affiliations

Multidimensional Analysis of the Adult Human Heart in Health and Disease Using Hierarchical Phase-Contrast Tomography

Joseph Brunet et al. Radiology. 2024 Jul.

Abstract

Background Current clinical imaging modalities such as CT and MRI provide resolution adequate to diagnose cardiovascular diseases but cannot depict detailed structural features in the heart across length scales. Hierarchical phase-contrast tomography (HiP-CT) uses fourth-generation synchrotron sources with improved x-ray brilliance and high energies to provide micron-resolution imaging of intact adult organs with unprecedented detail. Purpose To evaluate the capability of HiP-CT to depict the macro- to microanatomy of structurally normal and abnormal adult human hearts ex vivo. Materials and Methods Between February 2021 and September 2023, two adult human donor hearts were obtained, fixed in formalin, and prepared using a mixture of crushed agar in a 70% ethanol solution. One heart was from a 63-year-old White male without known cardiac disease, and the other was from an 87-year-old White female with a history of multiple known cardiovascular pathologies including ischemic heart disease, hypertension, and atrial fibrillation. Nondestructive ex vivo imaging of these hearts without exogenous contrast agent was performed using HiP-CT at the European Synchrotron Radiation Facility. Results HiP-CT demonstrated the capacity for high-spatial-resolution, multiscale cardiac imaging ex vivo, revealing histologic-level detail of the myocardium, valves, coronary arteries, and cardiac conduction system across length scales. Virtual sectioning of the cardiac conduction system provided information on fatty infiltration, vascular supply, and pathways between the cardiac nodes and adjacent structures. HiP-CT achieved resolutions ranging from gross (isotropic voxels of approximately 20 µm) to microscopic (approximately 6.4-µm voxel size) to cellular (approximately 2.3-µm voxel size) in scale. The potential for quantitative assessment of features in health and disease was demonstrated. Conclusion HiP-CT provided high-spatial-resolution, three-dimensional images of structurally normal and diseased ex vivo adult human hearts. Whole-heart image volumes were obtained with isotropic voxels of approximately 20 µm, and local regions of interest were obtained with resolution down to 2.3-6.4 µm without the need for sectioning, destructive techniques, or exogenous contrast agents. Published under a CC BY 4.0 license Supplemental material is available for this article. See also the editorial by Bluemke and Pourmorteza in this issue.

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Conflict of interest statement

Disclosures of conflicts of interest: J.B. Support for the present study from the Chan Zuckerberg Initiative (grant DAF2020-225394), the European Synchrotron Radiation Facility (funding proposals md1252 and md1290), the Royal Academy of Engineering (CiET1819/10), and the Medical Research Council (MR/R025673/1). A.C.C. Research is enabled through the Noé Heart Centre Laboratories which are gratefully supported by the Rachel Charitable Trust via Great Ormond Street Hospital Children’s Charity (GOSH Charity). The Noé Heart Centre Laboratories are based in The Zayed Centre for Research into Rare Disease in Children, which was made possible thanks to Her Highness Sheikha Fatima bint Mubarak, wife of the late Sheikh Zayed bin Sultan Al Nahyan, founding father of the United Arab Emirates, as well as other generous funders. C.L.W. Support for the present study from the Chan Zuckerberg Initiative (grant DAF2020-225394), the European Synchrotron Radiation Facility (funding proposals md1252 and md1290), a Medical Research Council Skill Development Fellowship (MR/S007687/1), and an honorarium from Diamond Light Source for participation on a peer review panel. J.C. Support for the present study from a Wellcome Trust PhD Training Fellowship for Clinicians (360G-Wellcome-222918_Z_21_Z). P.T. Support for the present study from the Chan Zuckerberg Initiative (grant DAF2020-225394) and the European Synchrotron Radiation Facility (funding proposals md1252 and md1290). K.E. Employee and stockholder of Siemens Healthineers; support from the European Synchrotron Radiation Facility to attend a workshop at the facility; cinematic rendering is a technology patented by Siemens Healthineers. O.A. No relevant relationships. C.B. No relevant relationships. E.B.O.L. No relevant relationships. A.B. Grants for research projects from Université Genoble Alpes and Grenoble Alpes University Hospital and payment for presentations from AbbVie. R.T. No relevant relationships. C.W. Speaker fees from Boehringer Ingelheim. D.D.J. Support for the present study from the Chan Zuckerberg Initiative (grant DAF2020-225394). M.A. Support for the present study from the National Institutes of Health (grants HL94567 and HL134229). K.D. No relevant relationships. P.D.L. Support for the present study from the Chan Zuckerberg Initiative (grant DAF2020-225394), the European Synchrotron Radiation Facility (funding proposals md1252 and md1290), the Royal Academy of Engineering (CiET1819/10), the Medical Research Council (MR/R025673/1), and the CIFAR MacMillan Multiscale Human Program.

Figures

None
Graphical abstract
Three-dimensional cinematic renderings of the (A) control and (B) diseased
hearts in anatomic orientation. Epicardial fat has been removed digitally to
show the course of the major coronary arteries plus details of smaller arteries
penetrating into the myocardium that are not typically seen on clinical CT
scans. In the control heart, the coronary arteries remain close to the
epicardial surface, while in the diseased heart, they are lifted away by
epicardial fat, increasing the perfusion distance between the major coronary
arteries and the myocardium. Segmentations and high-spatial-resolution details
of coronary arteries in the diseased heart are also shown in Figure
5.
Figure 1:
Three-dimensional cinematic renderings of the (A) control and (B) diseased hearts in anatomic orientation. Epicardial fat has been removed digitally to show the course of the major coronary arteries plus details of smaller arteries penetrating into the myocardium that are not typically seen on clinical CT scans. In the control heart, the coronary arteries remain close to the epicardial surface, while in the diseased heart, they are lifted away by epicardial fat, increasing the perfusion distance between the major coronary arteries and the myocardium. Segmentations and high-spatial-resolution details of coronary arteries in the diseased heart are also shown in Figure 5.
(A) Three-dimensional (3D) cinematic rendering from hierarchical
phase-contrast tomography (HiP-CT) of the control heart, viewed from the left
posterior aspect, with epicardial fat digitally removed using thresholding,
shows the left atrium and the left atrial appendage (LAA), which can be seen
running over the circumflex coronary artery (CX). This anatomic relationship is
a key landmark for interventional closure of the left atrial appendage with
devices. Ao = aorta, CS = coronary sinus, LAD = left anterior descending
coronary artery, LPV = left pulmonary vein, LV = left ventricle, PT = pulmonary
trunk. (B) High-spatial-resolution local HiP-CT scan of the wall of the left
atrial appendage in the control heart (view plane is given by the dashed line in
A) shows histologic spatial resolution of endocardial, myocardial, and
epicardial layers, allowing measurement of thickness (lines). (C) Box and
whiskers plots show the thickness of the endocardium (Endo), myocardium (Myo),
and epicardium (Epi) in the left and right atria in the control heart and the
diseased heart. Circles indicate individual measurements, the boundaries of
boxes indicate the lower and upper quartiles, the red lines indicate medians,
and the whiskers indicate ranges. Measurements were obtained manually at 15
distinct locations along the left and right atrial walls. Thickness measurements
in the control and diseased hearts, and in right versus left atrium, were
compared using unpaired multiple t tests with multiple comparison correction
applied via the Holm-Sidak method and a set α threshold of .05.
Statistical analysis revealed significant differences (P < .001) in the
thickness of the left and right atrial endocardium within the control heart and
within the diseased heart and in the thickness of the left and right atrial
epicardium between the control heart and the diseased heart.
Figure 2:
(A) Three-dimensional (3D) cinematic rendering from hierarchical phase-contrast tomography (HiP-CT) of the control heart, viewed from the left posterior aspect, with epicardial fat digitally removed using thresholding, shows the left atrium and the left atrial appendage (LAA), which can be seen running over the circumflex coronary artery (CX). This anatomic relationship is a key landmark for interventional closure of the left atrial appendage with devices. Ao = aorta, CS = coronary sinus, LAD = left anterior descending coronary artery, LPV = left pulmonary vein, LV = left ventricle, PT = pulmonary trunk. (B) High-spatial-resolution local HiP-CT scan of the wall of the left atrial appendage in the control heart (view plane is given by the dashed line in A) shows histologic spatial resolution of endocardial, myocardial, and epicardial layers, allowing measurement of thickness (lines). (C) Box and whiskers plots show the thickness of the endocardium (Endo), myocardium (Myo), and epicardium (Epi) in the left and right atria in the control heart and the diseased heart. Circles indicate individual measurements, the boundaries of boxes indicate the lower and upper quartiles, the red lines indicate medians, and the whiskers indicate ranges. Measurements were obtained manually at 15 distinct locations along the left and right atrial walls. Thickness measurements in the control and diseased hearts, and in right versus left atrium, were compared using unpaired multiple t tests with multiple comparison correction applied via the Holm-Sidak method and a set α threshold of .05. Statistical analysis revealed significant differences (P < .001) in the thickness of the left and right atrial endocardium within the control heart and within the diseased heart and in the thickness of the left and right atrial epicardium between the control heart and the diseased heart.
Mid-ventricular short-axis section of the ventricles in the control heart
shows the feasibility of myomapping the orientation of myocyte aggregates on
hierarchical phase-contrast tomography images at low spatial resolution. Myocyte
orientation was calculated by means of structure tensor analysis with an
in-house code based on the Python library structure-tensor (5,6). Colors
represent the helical angle of aggregates of myocytes, which show a gradual
transition in the thicker left ventricle from epicardium to
endocardium.
Figure 3:
Mid-ventricular short-axis section of the ventricles in the control heart shows the feasibility of myomapping the orientation of myocyte aggregates on hierarchical phase-contrast tomography images at low spatial resolution. Myocyte orientation was calculated by means of structure tensor analysis with an in-house code based on the Python library structure-tensor (5,6). Colors represent the helical angle of aggregates of myocytes, which show a gradual transition in the thicker left ventricle from epicardium to endocardium.
Hierarchical phase-contrast tomography images show the feasibility of
identifying and tracing the conduction system with virtual multiplanar
sectioning in (A–C) control and (D–F) diseased heart. In the
control heart, the sinus and atrioventricular nodes are tightly adjacent to the
surrounding atrial myocardium, paranodal area (PN), and terminal crest (TC),
with multiple potential sites of connection. Multiplanar sectioning allows
vascular connections from the atrioventricular node to be followed (red
arrowheads in B, C, E, F). These connections can be seen breaking up the bright
fibrous tissue between atrial and ventricular myocardium and represent potential
sites of normal nodoventricular connection. In the diseased heart, there is
fatty infiltration in the region of the sinus and atrioventricular nodes,
separating the respective nodal tissue from surrounding right atrial (RA)
myocardium (yellow arrowheads in B, C, E, F) and from the paranodal area. This
fatty infiltration elongates the connections between nodal tissue and
surrounding atrial myocardium (* in D). In particular, the connection
between the atrioventricular node and the atrial septum (★ in B, C, E,
F), a potential fast pathway, is diminished in the diseased heart compared with
the control heart. An attenuated connection with the vestibule of the right
atrium (potential slow pathway) can also be seen in a more inferior section of
the diseased heart, made across the inferior pyramidal space (* in F).
ISR = inferoseptal recess (within the left ventricle), LA = left
atrium.
Figure 4:
Hierarchical phase-contrast tomography images show the feasibility of identifying and tracing the conduction system with virtual multiplanar sectioning in (A–C) control and (D–F) diseased heart. In the control heart, the sinus and atrioventricular nodes are tightly adjacent to the surrounding atrial myocardium, paranodal area (PN), and terminal crest (TC), with multiple potential sites of connection. Multiplanar sectioning allows vascular connections from the atrioventricular node to be followed (red arrowheads in B, C, E, F). These connections can be seen breaking up the bright fibrous tissue between atrial and ventricular myocardium and represent potential sites of normal nodoventricular connection. In the diseased heart, there is fatty infiltration in the region of the sinus and atrioventricular nodes, separating the respective nodal tissue from surrounding right atrial (RA) myocardium (yellow arrowheads in B, C, E, F) and from the paranodal area. This fatty infiltration elongates the connections between nodal tissue and surrounding atrial myocardium (* in D). In particular, the connection between the atrioventricular node and the atrial septum (★ in B, C, E, F), a potential fast pathway, is diminished in the diseased heart compared with the control heart. An attenuated connection with the vestibule of the right atrium (potential slow pathway) can also be seen in a more inferior section of the diseased heart, made across the inferior pyramidal space (* in F). ISR = inferoseptal recess (within the left ventricle), LA = left atrium.
(A, B) Three-dimensional cinematic renderings and (C, D) images from
hierarchical phase-contrast tomography (HiP-CT) show segmentation of the
coronary arterial and venous tree in the diseased heart. (A) The heart is viewed
on its apex to show the course of the major coronary arteries and veins as well
as smaller vessels such as the sinoatrial nodal artery (SNA). The coronary
vasculature is lifted away from the epicardial surface by lipomatous
hypertrophy, lengthening the penetrating arteries (see also Fig 1). Box
indicates the location of the stent shown in B; line indicates the cross-section
shown in C. (B) Cinematic rendering of one of the coronary stents, along with
surrounding calcification (purple), shows feasibility of imaging both soft and
hard tissue with minimal artifacts. (C) High-spatial-resolution local tomography
of the left descending coronary artery shows atherosclerotic plaque including
calcification (box). (D) Digital zoom scan of box in C shows details of the
atherosclerotic plaque and calcification within the intima. Adip = adipose
tissue, Adv = tunica adventitia, Ao = aorta, Ath = atherosclerosis, C =
calcification, LAD = left anterior descending coronary artery, Lum = lumen, Med
= tunica media, RCA = right coronary artery, VV = vasa vasorum.
Figure 5:
(A, B) Three-dimensional cinematic renderings and (C, D) images from hierarchical phase-contrast tomography (HiP-CT) show segmentation of the coronary arterial and venous tree in the diseased heart. (A) The heart is viewed on its apex to show the course of the major coronary arteries and veins as well as smaller vessels such as the sinoatrial nodal artery (SNA). The coronary vasculature is lifted away from the epicardial surface by lipomatous hypertrophy, lengthening the penetrating arteries (see also Fig 1). Box indicates the location of the stent shown in B; line indicates the cross-section shown in C. (B) Cinematic rendering of one of the coronary stents, along with surrounding calcification (purple), shows feasibility of imaging both soft and hard tissue with minimal artifacts. (C) High-spatial-resolution local tomography of the left descending coronary artery shows atherosclerotic plaque including calcification (box). (D) Digital zoom scan of box in C shows details of the atherosclerotic plaque and calcification within the intima. Adip = adipose tissue, Adv = tunica adventitia, Ao = aorta, Ath = atherosclerosis, C = calcification, LAD = left anterior descending coronary artery, Lum = lumen, Med = tunica media, RCA = right coronary artery, VV = vasa vasorum.
Hierarchical phase-contrast tomography scans of ventricular myocardium in
(A–C) control and (D–F) diseased heart. (A, D) Long-axis views
show the extent of myocardial infarction (MI) in the diseased heart, together
with lipomatous hypertrophy, bright areas of calcification in the aortic valve
and mitral annulus (yellow arrowheads in D), and stent in the right coronary
artery (red arrowhead in D). (B, E) Zoom scans of boxes in A and D show the high
spatial resolution obtained even at this voxel size and the extensive nature of
the myocardial infarction that lies immediately beneath the trabecular
myocardium (T). (C, F) High-spatial-resolution scans of the boxed areas in B and
E show differences in myocardial aggregates, which are separated by replacement
fibrosis in the diseased heart (yellow arrowheads in F) but tightly packed in
the control heart. Ao = aorta, C = compact myocardium, LA = left atrium, LV =
left ventricle, RV = right ventricle.
Figure 6:
Hierarchical phase-contrast tomography scans of ventricular myocardium in (A–C) control and (D–F) diseased heart. (A, D) Long-axis views show the extent of myocardial infarction (MI) in the diseased heart, together with lipomatous hypertrophy, bright areas of calcification in the aortic valve and mitral annulus (yellow arrowheads in D), and stent in the right coronary artery (red arrowhead in D). (B, E) Zoom scans of boxes in A and D show the high spatial resolution obtained even at this voxel size and the extensive nature of the myocardial infarction that lies immediately beneath the trabecular myocardium (T). (C, F) High-spatial-resolution scans of the boxed areas in B and E show differences in myocardial aggregates, which are separated by replacement fibrosis in the diseased heart (yellow arrowheads in F) but tightly packed in the control heart. Ao = aorta, C = compact myocardium, LA = left atrium, LV = left ventricle, RV = right ventricle.

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