Evidence map›Paper›PMID 38014050›Full record

ArticlebioRxiv : the preprint server for biology2023

Transcriptional profile of the rat cardiovascular system at single cell resolution.

Alessandro Arduini, Stephen J Fleming, Ling Xiao, Amelia W Hall, Amer-Denis Akkad, Mark Chaffin, Kayla J Bendinelli, Nathan R Tucker, Irinna Papangeli, Helene Mantineo and 6 more

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed, 1 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 3 institutions in 1 country.

Alessandro ArduiniPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.
Stephen J FlemingPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-1885-4405
Ling XiaoPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-5463-5576
Amelia W HallPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-7915-0313
Amer-Denis AkkadPrecision Cardiology Laboratory, Bayer US LLC, Cambridge, MA, 02142.
Mark ChaffinPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-1234-5562
Kayla J BendinelliPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-4072-9002
Nathan R TuckerMasonic Medical Research Institute, Utica, NY, USA 13501.ORCID 0000-0002-5071-4218
Irinna PapangeliPrecision Cardiology Laboratory, Bayer US LLC, Cambridge, MA, 02142.
Helene MantineoPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.
Mehrtash BabadiData Sciences Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA 02142.ORCID 0000-0003-1829-8397
Christian M StegmannPrecision Cardiology Laboratory, Bayer US LLC, Cambridge, MA, 02142.
Guillermo García-CardeñaPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.
Mark E LindsayPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0001-6724-7938
Carla KlattenhoffPrecision Cardiology Laboratory, Bayer US LLC, Cambridge, MA, 02142.
Patrick T EllinorPrecision Cardiology Laboratory, The Broad Institute, Cambridge, MA, USA 02142.ORCID 0000-0002-2067-0533
Broad Institute · USBayer (United States) · USMasonic Medical Research Laboratory · US

Funding

IDENTIFICATION OF COMMON GENETIC VARIANTS FOR ATRIAL FIBRILLATION AND PR INTERVALR01HL092577 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BENJAMIN, EMELIA J., ELLINOR, PATRICK THOMAS · 2009 to 2025
$20.6M
Genomics of Cardiac ArrhythmiasR01HL139731 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS · 2018 to 2022
$3.3M
Using Electrocardiogram Genetics to Inform Arrhythmia RiskR01HL157635 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS, MIRSHAHI, TOORAJ · 2022 to 2025
$2.9M
NHLBI NIH HHS R01 HL092577NHLBI NIH HHS R01 HL139731NHLBI NIH HHS R01 HL157635
6 · The paper itself

Abstract

Background: Despite the critical role of the cardiovascular system, our understanding of its cellular and transcriptional diversity remains limited. We therefore sought to characterize the cellular composition, phenotypes, molecular pathways, and communication networks between cell types at the tissue and sub-tissue level across the cardiovascular system of the healthy Wistar rat, an important model in preclinical cardiovascular research. We obtained high quality tissue samples under controlled conditions that reveal a level of cellular detail so far inaccessible in human studies. Methods and Results: We performed single nucleus RNA-sequencing in 78 samples in 10 distinct regions including the four chambers of the heart, ventricular septum, sinoatrial node, atrioventricular node, aorta, pulmonary artery, and pulmonary veins (PV), which produced an aggregate map of 505,835 nuclei. We identified 26 distinct cell types and additional subtypes, including a number of rare cell types such as PV cardiomyocytes and non-myelinating Schwann cells (NMSCs), and unique groups of vascular smooth muscle cells (VSMCs), endothelial cells (ECs) and fibroblasts (FBs), which gave rise to a detailed cell type distribution across tissues. We demonstrated differences in the cellular composition across different cardiac regions and tissue-specific differences in transcription for each cell type, highlighting the molecular diversity and complex tissue architecture of the cardiovascular system. Specifically, we observed great transcriptional heterogeneities among ECs and FBs. Importantly, several cell subtypes had a unique regional localization such as a subtype of VSMCs enriched in the large vasculature. We found the cellular makeup of PV tissue is closer to heart tissue than to the large arteries. We further explored the ligand-receptor repertoire across cell clusters and tissues, and observed tissue-enriched cellular communication networks, including heightened Conclusions: Through a large single nucleus sequencing effort encompassing over 500,000 nuclei, we broadened our understanding of cellular transcription in the healthy cardiovascular system. The existence of tissue-restricted cellular phenotypes suggests regional regulation of cardiovascular physiology. The overall conservation in gene expression and molecular pathways across rat and human cell types, together with our detailed transcriptional characterization of each cell type, offers the potential to identify novel therapeutic targets and improve preclinical models of cardiovascular disease.

Indexed as

cardiovascular diseasegeneticsHeartratsingle cell sequencingsingle nucleus RNA-sequencing

Identifiers

PMID38014050
PMCPMC10680727
OpenAlexW4388730794

What Socratic 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 Socratic graph.