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                  <mods:namePart>Diez, Emiliano</mods:namePart>
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                  <mods:namePart>Ordovás, Laura</mods:namePart>
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                  <mods:namePart>Pueyo, Esther</mods:namePart>
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                  <mods:namePart>[Ramos-Marquès,E; García-Mendívil,L; Pérez-Zabalza,M; Santander-Badules,H; Srinivasan,S; Garrido-Huéscar,E; Segovia-Roldán,M; Oliván-Viguera,A; Ordovás,L; Pueyo,E] Biomedical Signal Interpretation and Computational Simulation group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza, Spain. [Ramos-Marquès,E; García-Mendívil,L; Pérez-Zabalza,M; Srinivasan,S; Garrido-Huéscar,E; Segovia-Roldán,M; Oliván-Viguera,A; Ordovás,L; Pueyo,E] BSICoS, IIS Aragón, Zaragoza, Spain. [Oliveros,JC; Torres-Pérez,R] Bioinformatics for Genomics and Proteomics, National Center of Biotechnology- Spanish National Research Council, Madrid, Spain. [Cebollada,A] Biocomputation unit, IACS, Zaragoza, Spain. [Vallejo-Gil,JM; Fresneda-Roldán,PC; Fañanás-Mastral,J; Vázquez-Sancho,M; Matamala-Adell,M; Sorribas-Berjón,JF; Bellido-Morales,JA; Mancebón-Sierra,FJ; Vaca-Núñez,AS; Ballester-Cuenca,C] Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza, Spain. [Jiménez-Navarro,M] Heart Area, Hospital Clínico Universitario Virgen de la Victoria, CIBERCV, IBIMA, Universidad de Málaga, UMA, Málaga, Spain. [Villaescusa,JM] UGC Heart Area, Cardiovascular Surgery Department, Hospital Universitario Virgen de la Victoria de Málaga, Fundación Pública Andaluza para la Investigación de Málaga en Biomedicina y Salud (FIMABIS), CIBERCV Enfermedades Cardiovasculares, Instituto de Salud Carlos III, University of Málaga, Madrid, Spain. [Gómez-González,C; Muñiz,G] Department of Pathology, San Jorge Hospital, Huesca, Spain. [Diez,E] Institute of Experimental Medicine and Biology of Cuyo (IMBECU), CONICET, Mendoza, Argentina. [Ordovás,L] ARAID Foundation, Zaragoza, Spain. [Pueyo,E] Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza, Spain</mods:namePart>
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                  <mods:dateAccessioned encoding="iso8601">2024-02-19T15:28:38Z</mods:dateAccessioned>
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                  <mods:dateAvailable encoding="iso8601">2024-02-19T15:28:38Z</mods:dateAvailable>
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                  <mods:dateIssued encoding="iso8601">2021-06-06</mods:dateIssued>
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               <mods:identifier type="doi">10.1111/acel.13383</mods:identifier>
               <mods:identifier type="e-issn">1474-9726</mods:identifier>
               <mods:identifier type="issn">1474-9718</mods:identifier>
               <mods:identifier type="journal">Aging Cell</mods:identifier>
               <mods:identifier type="other">http://hdl.handle.net/10668/4586</mods:identifier>
               <mods:identifier type="pubmedID">34092006</mods:identifier>
               <mods:identifier type="uri">http://hdl.handle.net/20.500.12105/18367</mods:identifier>
               <mods:abstract>Aging is the main risk factor for cardiovascular diseases. In humans, cardiac aging remains poorly characterized. Most studies are based on chronological age (CA) and disregard biological age (BA), the actual physiological age (result of the aging rate on the organ structure and function), thus yielding potentially imperfect outcomes. Deciphering the molecular basis of ventricular aging, especially by BA, could lead to major progresses in cardiac research. We aim to describe the transcriptome dynamics of the aging left ventricle (LV) in humans according to both CA and BA and characterize the contribution of microRNAs, key transcriptional regulators. BA is measured using two CA-associated transcriptional markers: CDKN2A expression, a cell senescence marker, and apparent age (AppAge), a highly complex transcriptional index. Bioinformatics analysis of 132 LV samples shows that CDKN2A expression and AppAge represent transcriptomic changes better than CA. Both BA markers are biologically validated in relation to an aging phenotype associated with heart dysfunction, the amount of cardiac fibrosis. BA-based analyses uncover depleted cardiac-specific processes, among other relevant functions, that are undetected by CA. Twenty BA-related microRNAs are identified, and two of them highly heart-enriched that are present in plasma. We describe a microRNA-gene regulatory network related to cardiac processes that are partially validated in vitro and in LV samples from living donors. We prove the higher sensitivity of BA over CA to explain transcriptomic changes in the aging myocardium and report novel molecular insights into human LV biological aging. Our results can find application in future therapeutic and biomarker research.</mods:abstract>
               <mods:language>
                  <mods:languageTerm authority="rfc3066">eng</mods:languageTerm>
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               <mods:accessCondition type="useAndReproduction"/>
               <mods:subject>
                  <mods:topic>Biological aging</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Biomarkers</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Gene regulation network</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Heart aging</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>microRNA</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Transcriptomic age marker</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Transcriptome</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Living donors</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Myocardium</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Heart ventricles</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Envejecimiento</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Biomarcadores</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Redes reguladoras de genes</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>MicroARNs</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Transcriptoma</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Donadores vivos</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Miocardio</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Ventrículos cardíacos</mods:topic>
               </mods:subject>
               <mods:titleInfo>
                  <mods:title>Chronological and biological aging of the human left ventricular myocardium: Analysis of microRNAs contribution</mods:title>
               </mods:titleInfo>
               <mods:genre>research article</mods:genre>
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