Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/49923
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dc.contributor.authorEKHTERAEITOUSI, Samaneh-
dc.contributor.authorPuertas, Rosa Donate-
dc.contributor.authorYouness, Mohamad-
dc.contributor.authorRonda, Onne A. H. O.-
dc.contributor.authorAronsen, Magnus-
dc.contributor.authorEspe, Emil K. S.-
dc.contributor.authorMelleby, Arne Olav-
dc.contributor.authorHauge-Iversen, Ida Marie-
dc.contributor.authorCutsforth, Ella-
dc.contributor.authorLi, Lirong-
dc.contributor.authorRobinson, Emma L.-
dc.contributor.authorNorden, Einar Sjaastad-
dc.contributor.authorSadredini, Mani-
dc.contributor.authorRega, Filip-
dc.contributor.authorBedi Jr, Kenneth C.-
dc.contributor.authorMargulies, Kenneth B.-
dc.contributor.authorSipido, Karin R.-
dc.contributor.authorSjaastad, Ivar-
dc.contributor.authorRoderick, H. Llewelyn-
dc.date.accessioned2026-08-27T13:10:28Z-
dc.date.available2026-08-27T13:10:28Z-
dc.date.issued2026-
dc.date.submitted2026-08-27T13:08:47Z-
dc.identifier.citationAging and disease,-
dc.identifier.urihttp://hdl.handle.net/1942/49923-
dc.description.abstractAge 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.-
dc.description.sponsorshipWe thank members of the Laboratory of Experimental Cardiology, KU Leuven for support, discussions and contributions to tissue biobanking and sample analysis. Roxane Menten is thanked for technical assistance and coordination of biobanking. We thank the UZ Leuven Transplant Team, the transplant coordinators, and Members of the UZ Leuven Cardiac Surgery Department for tissue procurement. This work was supported by project grants G0C6419N to HLR, G0C7319N and G026826N to KRS and FR, and G097021N to KS and HLR from the Flemish Research Council (FWO; Fonds Wetenschappelijk Onderzoek), by C1 grants C14/17/088 (HLR) and C14/21/093 (HLR, KS, FR) from the research fund of KU Leuven and the KG Jebsen Cardiac Research Center (IS and HLR). SE-T received a research grant from the Belgian Heart Fund, the Fund Walckiers-Van Dessel and the Fund Fernand Léonard in Basic Research in Cardiology managed by the King Baudouin Foundation (2024-J1190990-0019030). ELR thanks KU Leuven for support. OR thanks KU Leuven (PDMT1/21/030) and the FWO (12D6523N for Postdoctoral fellowship support. The authors acknowledge the KU Leuven Flow and Mass Cytometry core facility for cell sorting support and The Oslo Preclinical MR Core Facility, represented by Lili Zhang and Vidar Skulberg for technical assistance. We acknowledge Prof Vincent Pasque for providing us with initial access to the VSC HPC project credits and San Kit To for the instructions for the initial computation at the server. The HPC resources and services used in this work were provided by the VSC (Flemish Supercomputer Center), funded by the Research Foundation - Flanders (FWO) and the Flemish Government.-
dc.language.isoen-
dc.publisherINT SOC AGING & DISEASE-
dc.rights2026 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.-
dc.subject.otherHeart failure-
dc.subject.othercardiac aging-
dc.subject.othercardiomyocyte remodelling-
dc.subject.othersingle-cell/single-nucleus RNA-Seq-
dc.subject.othercellular heterogeneity-
dc.subject.othermeta-analysis-
dc.titleSingle-Nucleus RNA-Seq of Human and Rat Cardiomyocytes Identifies Shared and Distinct Regulators and Features of Aging and Disease-
dc.typeJournal Contribution-
local.format.pages35-
local.bibliographicCitation.jcatA1-
dc.description.notesRoderick, HL (corresponding author), Katholieke Univ Leuven, Dept Cardiovasc Sci, BL-3000 Leuven, Belgium.-
dc.description.notesllewelyn.roderick@kuleuven.be-
local.publisher.placeEDITORIAL OFF, 3400 CAMP BOWIE BLVD, FORT WORTH, TX 76106 USA-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.statusEarly view-
dc.identifier.doi10.14336/AD.2026.0357-
dc.identifier.pmid42579360-
dc.identifier.isi001845729400001-
local.provider.typewosris-
local.description.affiliation[Ekhteraei-Tousi, Samaneh; Puertas, Rosa Donate; Youness, Mohamad; Ronda, Onne A. H. O.; Cutsforth, Ella; Li, Lirong; Robinson, Emma L.; Sipido, Karin R.; Roderick, H. Llewelyn] Katholieke Univ Leuven, Dept Cardiovasc Sci, Lab Expt Cardiol, B-3000 Leuven, Belgium.-
local.description.affiliation[Aronsen, Magnus; Espe, Emil K. S.; Melleby, Arne Olav; Hauge-Iversen, Ida Marie; Norden, Einar Sjaastad; Sadredini, Mani; Sjaastad, Ivar] Oslo Univ Hosp, Inst Expt Med Res, Oslo, Norway.-
local.description.affiliation[Aronsen, Magnus; Espe, Emil K. S.; Melleby, Arne Olav; Hauge-Iversen, Ida Marie; Norden, Einar Sjaastad; Sadredini, Mani; Sjaastad, Ivar] Univ Oslo, Oslo, Norway.-
local.description.affiliation[Rega, Filip] Katholieke Univ Leuven, Dept Cardiovasc Sci, Lab Cardiac Surg, Leuven, Belgium.-
local.description.affiliation[Rega, Filip] Univ Hosp Leuven, Dept Cardiac Surg, Herestr 49, B-3000 Leuven, Belgium.-
local.description.affiliation[Bedi Jr, Kenneth C.; Margulies, Kenneth B.] Univ Penn, Cardiovasc Inst, Perelman Sch Med, Philadelphia, PA USA.-
local.description.affiliation[Roderick, H. Llewelyn] Katholieke Univ Leuven, Leuven Inst Single Cell Om LISCO, B-3000 Leuven, Belgium.-
local.description.affiliation[Ekhteraei-Tousi, Samaneh] Hasselt Univ, Biomed Res Inst, Dept Immunol & Infect, Hasselt, Belgium.-
local.description.affiliation[Puertas, Rosa Donate] Univ Paris Cite, Paris, France.-
local.description.affiliation[Puertas, Rosa Donate] Univ Sorbonne Paris Nord, INSERM U1148, LVTS, Paris, France.-
local.description.affiliation[Robinson, Emma L.] Edwards Lifesciences, Irvine, CA USA.-
local.description.affiliation[Sadredini, Mani] Oslo Metropolitan Univ, Fac Hlth Sci, Dept Nursing & Hlth Promot, Oslo, Norway.-
local.uhasselt.internationalyes-
item.fullcitationEKHTERAEITOUSI, 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 (2026) Single-Nucleus RNA-Seq of Human and Rat Cardiomyocytes Identifies Shared and Distinct Regulators and Features of Aging and Disease. In: Aging and disease,.-
item.contributorEKHTERAEITOUSI, Samaneh-
item.contributorPuertas, Rosa Donate-
item.contributorYouness, Mohamad-
item.contributorRonda, Onne A. H. O.-
item.contributorAronsen, Magnus-
item.contributorEspe, Emil K. S.-
item.contributorMelleby, Arne Olav-
item.contributorHauge-Iversen, Ida Marie-
item.contributorCutsforth, Ella-
item.contributorLi, Lirong-
item.contributorRobinson, Emma L.-
item.contributorNorden, Einar Sjaastad-
item.contributorSadredini, Mani-
item.contributorRega, Filip-
item.contributorBedi Jr, Kenneth C.-
item.contributorMargulies, Kenneth B.-
item.contributorSipido, Karin R.-
item.contributorSjaastad, Ivar-
item.contributorRoderick, H. Llewelyn-
item.fulltextWith Fulltext-
item.accessRightsOpen Access-
crisitem.journal.issn2152-5250-
crisitem.journal.eissn2152-5250-
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