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Record W4387270313 · doi:10.1161/atvb.43.suppl_1.499

Abstract 499: A Novel <i>En Face Ex Vivo</i> Live Imaging Approach For The Visualization Of Intimal Myeloid Cell Dynamics

2023· article· en· W4387270313 on OpenAlexaff
Chanele K. Polenz, Hisham M. Ibrahim, Marwan G. Althagafi, Corey A. Scipione, Sharon J. Hyduk, Myron I. Cybulsky

Bibliographic record

VenueArteriosclerosis Thrombosis and Vascular Biology · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAtherosclerosis and Cardiovascular Diseases
Canadian institutionsToronto General HospitalUniversity Health Network
Fundersnot available
KeywordsCD11cEx vivoLive cell imagingCell biologyCX3CR1PathologyBiologyCellMedicineImmune systemImmunologyIn vivoPhenotype

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.010
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.004

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.

Opus teacher head0.022
GPT teacher head0.259
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreMethods

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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