posted on 2022-09-06, 11:19authored byRachel M. Cahalane
The presence of atherosclerotic calcification serves as a surrogate marker for plaque
burden and a prognostic marker of cardiovascular risk. Additionally, calcification plays
a critical role in plaque stability and heavily calcified lesions are associated with increased
transcatheter therapy failures. The purpose of this thesis is to advance calcification-based
cardiovascular patient management. Specifically, an improved understanding of the
capabilities of clinical image- and blood-based biomarkers to distinguish between high risk patients and high-risk plaques based on calcified content is required. Additionally,
more accurate stiffness properties for calcified and non-calcified tissue constituents will
optimise computational predictions of plaque rupture and device-tissue interactions.
Calcifications within ex vivo atherosclerotic lesions were quantified using micro computed tomography (micro-CT), clinical CT, magnetic resonance (MR), intravascular
ultrasound (IVUS) and optical coherence tomography (OCT). Coronary artery calcium
(CAC) scores were obtained from non-contrast chest CT scans. Circulating blood
biomarkers of vascular calcification were measured using commercial immunoassays.
Nanomechanical techniques were employed to characterise the stiffness of calcified and
non-calcified tissue portions. These biomechanical techniques were coupled micro-CT,
scanning electron microscopy, energy dispersive x-ray spectroscopy and histological
analyses to confirm the biological content of the regions of interest being examined.
Agatston calcium scores correlate well with calcification volumes and are therefore good
markers of atherosclerotic burden. However, calcified particle distributions are not
estimated and larger calcified particles have higher maximum x-ray attenuation densities.
An assessment into the effect of decreasing CT resolution on measures of calcification
revealed the inaccuracies acquired for calcification volume, density and particle
measurements. Additionally, a heterogeneous distribution of calcium density was
identified. The efficacy of coronary-derived calcium scores or the fraction of low- or
high-density calcium to differentiate between symptomatic or asymptomatic carotid
plaques was investigated. Neither the Agatston, Volume or Density-Volume coronary
calcium scores could differentiate between carotid plaques based on patient preoperative
cerebrovascular symptoms. However, asymptomatic plaques contained significantly
lower levels of low-density calcification and higher levels of high-density calcification.
Clinical CT also exhibited the closest correlation to micro-CT for measures of calcified
content.
No differences were observed between circulating blood-biomarkers of vascular
calcification or bone formation with patient endarterectomy or number of diagnosed
atherosclerotic locations groups. Moderate and weak negative associations were observed
between dephospho-uncarboxylated Matrix Gla Protein and coronarty artery calcium
(CAC) density scores, and between percent undercarboxylated osteocalcin and CAC
scores or total volume of calcification for certain participant subgroups only.
There is a clear distinction between the elastic modulus of calcification with respect to
radiographic density. Furthermore, there is no difference in the behaviours of carotid
versus lower extremity calcification. This study confirms the hypothesis that the
mechanical properties of calcification are similar to that of human bone tissues (17–25
GPa). Moreover, greater than 6 orders of magnitude compliance mismatch exists between
the calcified and non-calcified portions of carotid atherosclerotic plaques.
Collectively, this research demonstrates an improved understanding of the use of
atherosclerotic calcification measurements in clinical diagnostics and the biomechanics
of advanced calcified atherosclerotic plaques.
Funding
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