Abstract 499: A Novel <i>En Face Ex Vivo</i> Live Imaging Approach For The Visualization Of Intimal Myeloid Cell Dynamics
Bibliographic record
Abstract
Populations of CD11c + intimal myeloid cells (MCs) are known to reside in regions of the vasculature predisposed to atherosclerosis, such as the lesser curvature of the ascending arch. In Ldlr-/- mice, these cells have been shown to take up lipid and contribute to the formation of a nascent lesion under conditions of hypercholesterolemia. The role of resident CD11c+ cells in normal, healthy aortas has only recently been investigated. One function for these MCs may be the clearance of pathogens from the subendothelial space via reverse transendothelial migration (RTM). RTM can be triggered by systemic stimulation of cytokine and toll-like receptors (such as toll-like receptor 4 by lipopolysaccharide [LPS]), and induces a reduction in the number of resident intimal MCs in the lesser curvature. Our investigation of intimal RTM suggests that this cell loss is due to egress rather than cell death and is dependent on CCL19-CCR7 signaling, however we have yet to directly visualize this process. We endeavour to visualize resident intimal MC dynamics, including RTM, using ex vivo live imaging of the aortic intima. Ascending aortic arches were harvested from mice with fluorescent intimal myeloid cells (CD11c-eYFP mice or LyzM Cre -TdTomato reporter mice), stained with an endothelial marker (VE-Cadherin), and mounted en face in an imaging system that allows for constant perfusion of buffer across the tissue. Using a confocal microscope, images of the lesser curvature were continually acquired over a period of several hours following different stimuli to visualize cell behaviour. Intimal MCs were observed extending and retracting their dendrites under conditions of fluid flow, as well as undergoing cell division. Following the addition of the inflammatory stimulus LPS, cells can be seen migrating across and disappearing from the field of view. Thus, this method allows for direct visualization of intimal myeloid cell behaviour following perturbation by either physical or pharmacological stimuli. This approach, in tandem with pulsed perfusion of CD45-targeted antibodies, could provide a valuable toolkit to study immune cell egress from the intima of the lesser curvature of the aortic arch, under homeostasis and during the progression of atherosclerosis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.004 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".