Evidence map›Paper›PMID 41685669›Full record

ArticleEuropean heart journal2026

Spatial transcriptomics reveals a key role of fibroblast-like vascular smooth muscle cells in human atherosclerotic cell crosstalk and stability.

Isabel Goncalves, Mengyu Pan, Pratibha Singh, Wenqi Wang, Jing Zhao, Lea Dib, Lena Sundius, Ana Persson, Chrysostomi Gialeli, Panagiotis Fountas and 7 more

Abstract read
In one paragraph

Article in European heart journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Article
  5. Review
  6. Review
  7. Review
  8. Review
  9. 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

17 authors.

Isabel GoncalvesCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0002-2935-0181
Mengyu PanCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0002-9899-1345
Pratibha SinghCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0002-3088-3153
Wenqi WangCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.
Jing ZhaoSection of Cardiorespiratory Medicine, University of Cambridge, VPD Heart and Lung Research Institute, Papworth Road, Cambridge Biomedical Campus, Cambridge CB2 0BB, UK.
Lea DibKennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
Lena SundiusCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.
Ana PerssonCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.
Chrysostomi GialeliCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0003-4290-9610
Panagiotis FountasCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.
Mihaela NitulescuCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.
Jan NilssonCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0002-9752-7479
Stephen MalinDepartment of Medicine Solna, Karolinska Institute, Stockholm, Sweden.
Claudia MonacoKennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.ORCID 0000-0003-1985-4914
Helle F JørgensenSection of Cardiorespiratory Medicine, University of Cambridge, VPD Heart and Lung Research Institute, Papworth Road, Cambridge Biomedical Campus, Cambridge CB2 0BB, UK.
Jiangming SunCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0001-6814-1297
Andreas EdsfeldtCardiovascular Research-Translational Studies, Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, SE-214 28, Malmö, Sweden.ORCID 0000-0002-2691-9192

Funding

Bundy AcademyKnut and Alice Wallenberg foundationLeDucq Foundation Network of Excellence 22CVD02Lund University and Region SkåneLund University Diabetes CenterSkåne University hospitalSwedish Foundation for Strategic Research Dnr IRC15-0067Swedish Heart Lung Foundation 20200403Swedish Heart Lung Foundation 20220044Swedish Heart Lung Foundation 20220284Swedish Heart Lung Foundation 20230257Swedish Heart Lung Foundation 20240143Swedish Heart Lung Foundation 20241210Swedish Research Council 2009-1039Swedish Research Council 2019-01260Swedish Research Council 2019-01907Swedish Research Council 2023-02368Swedish Research Council 2024-02761Swedish Society for Medical Research CG-22-0254-H-02Swedish Stroke Association S-993166
6 · The paper itself

Abstract

BACKGROUND AND

aimsAtherosclerotic plaques are the leading cause of cardiovascular events. Single-cell approaches have identified diverse human plaque cell phenotypes but their spatial distribution and interactions remain unclear. Here, intercellular communication patterns in human plaque microenvironments were mapped to reveal novel targets to prevent atherosclerotic events.

methodsSpatial transcriptomics (Visium, 10x) from 13 carotid plaques, and single-cell transcriptomics (cells = 51 981) were used to analyse cell phenotypes, cell trajectories, and intercellular communications. Cells contributing to plaque stability were explored using deconvolution of plaque bulk RNA-seq data (n = 78), histology, and survival analyses. Key cells and pathways were validated in apolipoprotein E (Apoe)-/- mice and in vitro. Genome-wide association study enrichment analyses were conducted using summary statistics of atherosclerotic diseases. LINCS L1000 data were used to explore drug repurposing.

resultsA fibroblast-like vascular smooth muscle cell (VSMC) phenotype associated with extracellular matrix formation pathways (validated in Apoe-/- mice) emerged as a key regulator of intra-plaque ligand-receptor signalling, in particular in the cap region. A higher proportion of fibroblast-like VSMCs was found in asymptomatics, associated with stable plaque features and predicted a lower risk of future events. Genes specific to this VSMC phenotype were enriched in coronary artery disease and myocardial infarction. Finally, compounds, which could induce key marker genes were identified and validated in vitro.

conclusionsThis study provides the first comprehensive spatial transcriptomics map of cell communication in human plaque microenvironments. A pivotal role of a fibroblast-like VSMC, orchestrating intraplaque cell signalling and contributing to plaque stability, was identified. Targeting these cells might present promising novel avenues for therapies.

Indexed as

AtherosclerosisFibroblastsMuscle, Smooth, VascularMyocytes, Smooth MusclePlaque, AtheroscleroticAnimalsCell CommunicationFemaleHumansMaleMiceSpatial TranscriptomicsAtherosclerosisCarotid plaqueCell interactionsHumanRNA sequencingSpatial transcriptomics

Identifiers

PMID41685669
PMCPMC13384730

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.