{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T08:27:13Z","timestamp":1791620833844,"version":"4.3.4"},"reference-count":59,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T00:00:00Z","timestamp":1775520000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Cardiovasc. Med."],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>Aortic valve disease (AVD) is a cardiovascular disorder highly prevalent in the elderly population. Aortic valve leaflets suffer hardening due to extracellular matrix (ECM) remodeling and subsequent calcification, leading to impaired blood flow and aortic valve stenosis. Valve interstitial cells (VICs) are fibroblast-like cells that can undergo myofibroblast activation and osteogenic transformation, contributing to disease progression.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We performed a bioinformatic re-analysis of a publicly available scRNA-seq dataset to identify pathogenic VIC subpopulations and characterize cell-cell communication networks relevant to early AVD.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Re-analysis of scRNA-seq data from aortic valves of\n                      <jats:italic>Apoe<\/jats:italic>\n                      <jats:sup>\u2212\/\u2212<\/jats:sup>\n                      and\n                      <jats:italic>Ldlr<\/jats:italic>\n                      <jats:sup>\u2212\/\u2212<\/jats:sup>\n                      mice revealed a distinct VIC subpopulation enriched in osteopontin (\n                      <jats:italic>Spp1<\/jats:italic>\n                      ), fibromodulin (\n                      <jats:italic>Fmod<\/jats:italic>\n                      ), and chondrocyte-specific genes, including\n                      <jats:italic>Chad<\/jats:italic>\n                      ,\n                      <jats:italic>Comp<\/jats:italic>\n                      , and\n                      <jats:italic>Cilp2<\/jats:italic>\n                      . Differential expression and gene ontology enrichment analyses indicated a strong signature of ECM organization and remodeling in this cluster under atherosclerotic conditions. Cell-cell communication analysis using CellChat showed enhanced intercellular signaling involving the VIC Spp1\n                      <jats:sup>+<\/jats:sup>\n                      cluster. Moreover, incoming interaction strength was increased through collagen, fibronectin, Spp1, and cyclophilin A (CypA) signaling pathways, while the thrombospondin pathway was decreased. NicheNet analysis suggested a crosstalk between VICs Spp1\n                      <jats:sup>+<\/jats:sup>\n                      with immune and valvular cells via receptors such as\n                      <jats:italic>Icam1<\/jats:italic>\n                      ,\n                      <jats:italic>Itgav<\/jats:italic>\n                      ,\n                      <jats:italic>osteoprotegerin<\/jats:italic>\n                      ,\n                      <jats:italic>Sdc4<\/jats:italic>\n                      , and\n                      <jats:italic>Itga10<\/jats:italic>\n                      . Moreover, gene regulatory network reconstruction using pySCENIC identified NFE2L1 as a shared transcriptional regulator in both hyperlipidemic conditions, potentially driving the fibrotic program in VIC Spp1\n                      <jats:sup>+<\/jats:sup>\n                      across both models.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion<\/jats:title>\n                    <jats:p>\n                      These findings suggests the presence of a disease-associated VIC Spp1\n                      <jats:sup>+<\/jats:sup>\n                      subpopulation, that may contribute to valve sclerosis through ECM remodeling and deposition, providing mechanistic insights into early valve sclerosis.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fcvm.2026.1755830","type":"journal-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T04:15:19Z","timestamp":1775535319000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Osteopontin-expressing valvular interstitial cell subpopulation as a driver of extracellular matrix remodeling in aortic valve disease"],"prefix":"10.3389","volume":"13","author":[{"given":"R\u0103zvan D.","family":"Macarie","sequence":"first","affiliation":[{"name":"Inflammation Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Monica M.","family":"\u021aucureanu","sequence":"additional","affiliation":[{"name":"Inflammation Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leti\u021bia","family":"Ciortan","sequence":"additional","affiliation":[{"name":"Inflammation Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mihai Bogdan","family":"Preda","sequence":"additional","affiliation":[{"name":"Stem Cell Biology Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ileana","family":"M\u00e2ndu\u021beanu","sequence":"additional","affiliation":[{"name":"Inflammation Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elena","family":"Butoi","sequence":"additional","affiliation":[{"name":"Inflammation Department, Institute of Cellular Biology and Pathology \u201cNicolae Simionescu\u201d","place":["Bucharest, Romania"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,4,7]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1093\/eurheartj\/ehab757","article-title":"Calcific aortic valve disease: from molecular and cellular mechanisms to medical therapy","volume":"43","author":"Kraler","year":"2022","journal-title":"Eur Heart J"},{"key":"B2","doi-asserted-by":"publisher","first-page":"1116","DOI":"10.1093\/eurheartj\/ehae043","article-title":"Transcatheter or surgical aortic valve implantation: 10-year outcomes of the NOTION trial","volume":"45","author":"Thyregod","year":"2024","journal-title":"Eur Heart J"},{"key":"B3","doi-asserted-by":"publisher","first-page":"1344","DOI":"10.1161\/CIRCRESAHA.121.318011","article-title":"Inflammatory and biomechanical drivers of endothelial-interstitial interactions in calcific aortic valve disease","volume":"128","author":"Driscoll","year":"2021","journal-title":"Circ Res"},{"key":"B4","doi-asserted-by":"publisher","first-page":"e006339","DOI":"10.1161\/JAHA.117.006339","article-title":"Valve interstitial cells: the key to understanding the pathophysiology of heart valve calcification","volume":"6","author":"Rutkovskiy","year":"2017","journal-title":"J Am Heart Assoc"},{"key":"B5","doi-asserted-by":"publisher","first-page":"16006","DOI":"10.1038\/nrdp.2016.6","article-title":"Calcific aortic stenosis","volume":"2","author":"Lindman","year":"2016","journal-title":"Nat Rev Dis Primers"},{"key":"B6","doi-asserted-by":"publisher","first-page":"844","DOI":"10.1161\/01.CIR.90.2.844","article-title":"Characterization of the early lesion of \u2018degenerative\u2019 valvular aortic stenosis. 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