Evidence map›Paper›PMID 39907372›Full record

ArticleCardiovascular research2025

Single cell RNA sequencing of haematopoietic cells in fresh and frozen human atheroma tissue.

Herra Ahmad, Jayakrishnan Gopakumar, Daniel C Nachun, Lisa Ma, Jessica D'Addabbo, Xianxi Huang, Tiffany Koyano, Jack Boyd, Yi-Ping Joseph Woo, Robyn Fong and 3 more

Abstract readComparative Study
In one paragraph

Article in Cardiovascular research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

13 authors.

Herra AhmadDepartment of Pathology, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.ORCID 0000-0003-1871-9614
Jayakrishnan GopakumarDepartment of Pathology, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.ORCID 0000-0003-3895-8188
Daniel C NachunDepartment of Pathology, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.ORCID 0000-0002-0271-1135
Lisa MaDepartment of Pathology, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.
Jessica D'AddabboDepartment of Medicine (Cardiovascular Medicine), Stanford University, Stanford, CA, USA.ORCID 0000-0001-9562-2117
Xianxi HuangDepartment of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Tiffany KoyanoDepartment of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.ORCID 0000-0002-7646-0623
Jack BoydDepartment of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
Yi-Ping Joseph WooDepartment of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
Robyn FongDepartment of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
Oliver AalamiDepartment of Surgery, Division of Vascular Surgery, Stanford University, Stanford, CA, USA.ORCID 0000-0002-7799-2429
Patricia K NguyenDepartment of Medicine (Cardiovascular Medicine), Stanford University, Stanford, CA, USA.ORCID 0000-0001-7170-9787
Siddhartha JaiswalDepartment of Pathology, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.ORCID 0000-0002-9597-0477

Funding

Clonal Hematopoiesis Aging Resiliency MechanismsR01AG088657 · NIA · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Alexander Bick, Siddhartha Jaiswal · 2024 to 2026
$6.6M
Uncovering mechanisms of protection from Alzheimer's disease in CHIP using human cohorts and biosamplesR01AG088656 · NIA · STANFORD UNIVERSITY · PI Sean Curtis Bendall, Siddhartha Jaiswal · 2024 to 2026
$4.3M
Clonal hematopoiesis in human aging and diseaseDP2HL157540 · NHLBI · STANFORD UNIVERSITY · PI JAISWAL, SIDDHARTHA · 2020 to 2020
$2.4M
Organ system cross talk in ischemic heart diseaseR01AG086072 · NIA · STANFORD UNIVERSITY · PI Patricia Kim Phuong Nguyen · 2024 to 2026
$1.5M
American Heart Association 181PA34170022Burroughs Wellcome Foundation Career Award for Medical ScientistsDZHKLudwig Center for Cancer Stem Cell Research at Stanford UniversityNational Institutes of Aging R03AG06182NHLBI NIH HHS DP2 HL157540NIA NIH HHS R01 AG086072NIA NIH HHS R01 AG088656NIA NIH HHS R01 AG088657NIH HHS DP2-HL157540Transatlantic Fondation Leducq Network of ExcellenceYoung Scientist Programme
6 · The paper itself

Abstract

aimsSingle-cell RNA sequencing (scRNA-seq) is a powerful method for exploring the cellular heterogeneity within human atheroma but typically requires fresh tissue to preserve cell membrane integrity, limiting the feasibility of large-scale biobanking for later analysis. The aim of this study was to determine whether cryopreservation of fragile and necrotic atheroma tissue affects the viability and transcriptomic profiles of haematopoietic cells in subsequent scRNA-seq analysis, enabling the use of cryopreserved atheroma samples for future research. METHODS AND

resultsWe performed scRNA-seq on five paired fresh and cryopreserved atheroma samples-three from coronary arteries and two from carotid arteries. Each sample was enzymatically digested, sorted for CD45+ haematopoietic cells, and processed using the 10× Genomics scRNA-seq workflow. Half of each sample was processed immediately, while the other half was cryopreserved in liquid nitrogen for an average of 5 weeks before thawing and processing. In carotid artery samples, we noted the absence of LYVE1+ macrophages, likely due to the loss of the adventitial layer during endarterectomy procedures. Our results indicated that cryopreservation modestly affected cellular integrity, leading to an increase in the relative abundance of mitochondrial RNA in frozen samples. Minimal differences were observed between fresh and cryopreserved samples in uniquely detected transcripts, cell clustering, or transcriptional profiles within haematopoietic populations.

conclusionsOur study demonstrates that cryopreserved human atheroma samples can be successfully profiled using scRNA-seq, with comparable transcriptomic data to that obtained from fresh samples. These findings suggest that cryopreservation is a viable method for biobanking atheroma tissues, facilitating large-scale studies without the need for immediate sample processing.

Indexed as

Carotid ArteriesCarotid Artery DiseasesCoronary Artery DiseaseCoronary VesselsCryopreservationGene Expression ProfilingHematopoietic Stem CellsPlaque, AtheroscleroticRNA-SeqSequence Analysis, RNASingle-Cell AnalysisTranscriptomeAgedCell SurvivalFemaleHumansAtherosclerosisCryopreservationHuman atheromaImmune cellsSingle-cell transcriptomics

Identifiers

PMID39907372
PMCPMC12038232

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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.