Evidence map›Paper›PMID 42151633›Full record

ArticleNature cardiovascular research2026

Single-cell and spatial transcriptomics identify immune-stromal interactions in cardiac allograft vasculopathy.

Macee C Owen, Daniel Yuhang Li, Haewon Shin, Wenduo Gu, Alekhya Parvathaneni, Farid F Kadyrov, Xiaoran Wang, Maura Sticco-Ivins, Gianni Bonnici, Samantha L Nelson and 15 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature cardiovascular research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

25 authors.

Macee C OwenDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Daniel Yuhang LiDivision of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0003-1015-6298
Haewon ShinDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Wenduo GuDivision of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0002-3859-3150
Alekhya ParvathaneniDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Farid F KadyrovCenter for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
Xiaoran WangDivision of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA.
Maura Sticco-IvinsDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Gianni BonniciDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0009-0000-2739-8627
Samantha L NelsonDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Hao DunDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Sariah HyacinthDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Samantha C GiangrassoDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Caroline ChouDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.
Chieh-Yu LinDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA.
Michael T CainDivision of Cardiothoracic Surgery, Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0000-0003-4029-2557
Albert PedrozaDepartment of Cardiothoracic Surgery, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0001-5291-5980
Alex DalalDepartment of Cardiothoracic Surgery, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0002-9993-3817
Karim SallamDivision of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.
Jack BoydDepartment of Cardiothoracic Surgery, Stanford University School of Medicine, Palo Alto, CA, USA.
Joseph WooDepartment of Cardiothoracic Surgery, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0002-2506-492X
Junedh M AmruteDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.ORCID http://orcid.org/0000-0002-6851-0168
Paul ChengDivision of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0003-3429-2702
Kory J LavineDivision of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA.ORCID http://orcid.org/0000-0003-1948-9945
Benjamin J KopeckyDivision of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA. benjamin.kopecky@cuanschutz.edu.ORCID http://orcid.org/0000-0002-9087-6254

Funding

Washington University Rheumatic DiseasesResearch Resource-based CenterP30AR073752 · NIAMS · WASHINGTON UNIVERSITY · PI Megan Anne Cooper · 2018 to 2026
$7.6M
Dissecting the Role of Donor CCR2- Macrophages During Acute Cellular Rejection After Heart TransplantationK08HL159359 · NHLBI · WASHINGTON UNIVERSITY · PI Benjamin J Kopecky · 2022 to 2026
$757k
ZEB1 Mediated Coronary Artery Disease Risk in Vascular Smooth MuscleK08HL177173 · NHLBI · STANFORD UNIVERSITY · PI DANIEL YUHANG LI · 2025 to 2026
$331k
TCF21 is a causal coronary artery disease gene that modulates coronary smooth muscle phenotypic transition via epigenetic mechanismsF32HL165819 · NHLBI · STANFORD UNIVERSITY · PI LI, DANIEL YUHANG · 2022 to 2023
$126k
NHLBI NIH HHS F32 HL165819NHLBI NIH HHS K08 HL159359NHLBI NIH HHS K08 HL177173NIAMS NIH HHS P30 AR073752
6 · The paper itself

Abstract

Cardiac allograft vasculopathy (CAV) is the leading cause of mortality after heart transplantation, yet no targeted therapies exist to prevent or reverse disease progression, and patients with CAV ultimately require a retransplant. CAV is characterized by progressive neointimal hyperplasia in donor coronary arteries, resulting in luminal occlusion and eventual allograft failure. Although immune and stromal cell interactions are thought to drive disease, the key cellular and molecular mechanisms remain poorly defined. Here we integrate single-cell RNA sequencing and spatial transcriptomics of human coronary arteries to characterize the CAV neointimal microenvironment. By comparing arteries with CAV with atherosclerotic coronary artery disease and non-diseased controls, we identify a distinct transcriptional signature of CAV. Our analysis reveals that modulated vascular smooth muscle cells and macrophage subsets dominate the neointima and interact to promote type 1 interferon (IFN)-mediated inflammation. Using a mouse model of CAV, we show that IFN signaling blockade with ruxolitinib significantly reduces CAV incidence and prolongs allograft survival. These findings define key cellular drivers of CAV and highlight IFN signaling as a potential therapeutic target.

Indexed as

Cell CommunicationCoronary Artery DiseaseCoronary VesselsHeart TransplantationMacrophagesSingle-Cell AnalysisStromal CellsTranscriptomeAllograftsAnimalsDisease Models, AnimalGraft SurvivalHumansInterferon Type IMaleMiceInterferon Type INitrilesPyrazolesPyrimidinesruxolitinib

Identifiers

What OpenQuestion holds

Textmetadata
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.