Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/49923
Title: Single-Nucleus RNA-Seq of Human and Rat Cardiomyocytes Identifies Shared and Distinct Regulators and Features of Aging and Disease
Authors: EKHTERAEITOUSI, Samaneh 
Puertas, Rosa Donate
Youness, Mohamad
Ronda, Onne A. H. O.
Aronsen, Magnus
Espe, Emil K. S.
Melleby, Arne Olav
Hauge-Iversen, Ida Marie
Cutsforth, Ella
Li, Lirong
Robinson, Emma L.
Norden, Einar Sjaastad
Sadredini, Mani
Rega, Filip
Bedi Jr, Kenneth C.
Margulies, Kenneth B.
Sipido, Karin R.
Sjaastad, Ivar
Roderick, H. Llewelyn
Issue Date: 2026
Publisher: INT SOC AGING & DISEASE
Source: Aging and disease,
Status: Early view
Abstract: Age is the greatest risk factor for cardiovascular diseases, including heart failure (HF), which is a leading cause of morbidity and mortality. While left ventricular fibrosis, hypertrophy and decreased contractility are associated with cardiac aging, age is not sufficient for HF development. Despite diminished cardiomyocyte (CM) function being central to cardiac pathology, whether factors predisposing the aged CM to disease are the same or distinct from those underlying disease are not determined. To address this, we integrated our own and published single-nucleus RNA-Seq data of different cardiomyopathies and from young and old human samples and probed for unique and overlapping features. To test the utility of rodents for modelling human aging and disease, we compared human data with data from deeply phenotyped relevant rat models. We identified diverse CM substates, which were significantly altered in proportion with pathology in human and in both pathology and age in rat. In human and rat, CM exhibited substantial transcriptomic changes with age and pathology. In addition to established hallmarks of cardiomyopathy and aging, we detected etiology/age-specific differentially expressed genes/pathways and identified candidate nodal regulators underlying these changes. In human and rat, CM exhibited greater cellular and transcriptional heterogeneity in pathology and age. While rats showed substantial differences to humans, overlapping features, including increased CM heterogeneity and altered expression of genes related to epigenetic, fibrotic and hypertrophic remodelling, were also detected. Although some pathways, differentially expressed genes and trajectories are shared between age and pathology, unique aspects support age and pathology as distinct entities.
Notes: Roderick, HL (corresponding author), Katholieke Univ Leuven, Dept Cardiovasc Sci, BL-3000 Leuven, Belgium.
llewelyn.roderick@kuleuven.be
Keywords: Heart failure;cardiac aging;cardiomyocyte remodelling;single-cell/single-nucleus RNA-Seq;cellular heterogeneity;meta-analysis
Document URI: http://hdl.handle.net/1942/49923
ISSN: 2152-5250
e-ISSN: 2152-5250
DOI: 10.14336/AD.2026.0357
ISI #: 001845729400001
Rights: 2026 Ekhteraei-Tousi S. et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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