Evidence map›Paper›PMID 41519833›Full record

ArticleScientific reports2026

A standardized approach for the isolation of vascular smooth muscle cells from carotid atherosclerotic plaques.

Jae Hyun Byun, Helena Papacostas Quintanilla, Irem Engin, Rachel Aladeeb, Julia Ho, Ying He, Francisco J Rios, Augusto C Montezano, Rhian M Touyz, Jiannis Ragoussis and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Atherosclerotic Cell Fates: A Single-Cell View of ER Stress.Journal of cardiovascular development and disease · 2026
    Review
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Jae Hyun ByunVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada.
Helena Papacostas QuintanillaVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada.
Irem EnginVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada.
Rachel AladeebVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada.
Julia HoVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada.
Ying HeResearch Institute of McGill University Health Centre (RI-MUHC), Montreal, QC, Canada.
Francisco J RiosResearch Institute of McGill University Health Centre (RI-MUHC), Montreal, QC, Canada.
Augusto C MontezanoResearch Institute of McGill University Health Centre (RI-MUHC), Montreal, QC, Canada.
Rhian M TouyzDepartment of Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.
Jiannis RagoussisVictor Phillip Dahdaleh Institute of Genomic Medicine, Department of Human Genetics, McGill University, Montreal, QC, Canada.
Stella S DaskalopoulouVascular Health Unit, Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Decarie Blvd, Montreal, QC, H4A 3J1, Canada. stella.daskalopoulou@mcgill.ca.ORCID http://orcid.org/0000-0003-4774-2549

Funding

Canada Foundation for Innovation #40104CIHR CIHR CGS VanierCIHR PJT-148966, SVB-145589
6 · The paper itself

Abstract

Vascular smooth muscle cells (VSMCs) are critical players in atherosclerotic plaque development and progression, but existing isolation methods often yield low cell viability, making them suboptimal for several downstream applications. As such, we aimed to optimize an enzymatic digestion protocol for isolating viable VSMCs from human carotid plaques suitable for cell culture analysis. Carotid plaques were obtained following endarterectomy and subjected to a streamlined enzymatic digestion protocol using a simplified cocktail optimized to minimize cell damage. After brief culture to passage 1, single-cell suspensions were processed using the 10X Genomics Chromium platform. Single-cell RNA sequencing (scRNA-seq) data underwent rigorous quality filtering, Harmony-based integration, clustering, gene ontology (GO) enrichment analysis, and pseudotime trajectory inference to validate cell identity and assess phenotypic transitions. The protocol yielded high-viability single-cell suspensions, with approximately 23,661 cells sequenced after quality filtering from four carotid plaques: two classified as stable and two as unstable, obtained from both male and female patients. scRNA-seq revealed that the majority of isolated cells were VSMCs, confirmed through positive module scores for canonical VSMC markers (TAGLN, ACTA2, MYH11, CNN1, MYL9) and GO enrichment of VSMC-related biological processes. Label transfer analysis using the Tabula Sapiens vasculature reference further confirmed VSMCs as the predominant population. Subcluster analysis identified four transcriptionally distinct VSMC phenotypes. Pseudotime analysis demonstrated a trajectory originating from contractile VSMCs, progressing through intermediate foam cell-like and inflammatory synthetic states, and ultimately transitioning into fibroblast-like phenotypes. This confirms that the entire isolated population was VSMC-derived and undergoing phenotypic switching. In conclusion, this optimized protocol enables the reliable isolation of highly viable VSMCs from human carotid plaques, as validated by single-cell transcriptomic profiling. These findings lay the groundwork for future applications of isolated VSMCs in single-cell studies, disease modeling, and mechanistic investigations of VSMC phenotypic switching and plaque instability.

Indexed as

Carotid Artery DiseasesCell SeparationMuscle, Smooth, VascularMyocytes, Smooth MusclePlaque, AtheroscleroticCells, CulturedFemaleHumansMaleSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisAtherosclerosisCell isolationIschemic strokeMethodologySingle-cell RNA sequencingVascular smooth muscle cells

Identifiers

PMID41519833
PMCPMC12796384

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.