12–17 Jul 2026
University of Graz
Europe/Vienna timezone

An agent-based model of atherosclerotic plaque angiogenesis grounded in human spatial and single-cell data

MS155-01
14 Jul 2026, 17:20
20m
01.15 - HS (University of Graz)

01.15 - HS

University of Graz

108
Minisymposium Talk Cardiovascular Modelling Computational Modeling of Cerebrovascular Dynamics

Speaker

Katrin Schröder

Description

Atherosclerotic plaques with similar luminal narrowing carry markedly different rupture risk, depending on fibrous-cap thickness, necrotic-core size, and the origin and maturity of intraplaque microvessels. We present a spatial agent-based model of a plaque-bearing arterial cross-section that couples the following mechanisms:

(i) hypoxia-driven foam-cell necrosis with variable efferocytic clearance, forming a necrotic core;

(ii) hypoxia-driven tip-cell/stalk-cell microvessel sprouting from adventitial vasa vasorum or luminal endothelium, where anastomosis confers perfusion; and

(iii) pericyte recruitment onto perfused vessels, which stabilizes the vessels and controls intraplaque hemorrhage.

(iv) A fibrous cap evolves from the balance of collagen synthesis and MMP degradation, and two-phase Glagov remodeling allows the plaque to narrow the lumen.

We calibrate cell composition and test the model's assumptions against human data: Visium spatial transcriptomics and two single-cell atlases provide healthy-versus-plaque cell proportions and show that the plaque core is uniquely hypoxic and pericyte-depleted. Simulations were used to track hypoxia, tip-cell, and pericyte-loss signatures in disease progression.

We found that efferocytosis controls necrotic-core content independently of cap thickness. Further our data suggest that pericyte coverage determines whether angiogenesis stabilizes or destabilizes a plaque and that luminal stenosis is decoupled from rupture vulnerability.

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