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Although recent studies have revealed HSC heterogeneity beyond classical quiescent and fully activated states, how physiological-range stiffness influences activation trajectories underlying this heterogeneity remains unclear. This study aimed to determine how substrate stiffness shapes the transcriptomic profiles and biases activation trajectories.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We performed time-resolved single-cell RNA sequencing of primary mouse HSCs cultured on stiffness-tunable polydimethylsiloxane (PDMS) substrates (Soft, 0.2\u00a0kPa; Hard, 32\u00a0kPa), using tissue culture polystyrene (TCPS) as a conventional baseline. In vitro findings were anchored to public in vivo datasets from mouse and human liver injury.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Matrix stiffness altered HSC morphology and transcriptional state, with softer substrates promoting a rounder phenotype and reducing the expression of activation markers, particularly during early activation. Pseudotime and RNA velocity analyses also revealed different early trajectories associated with matrix stiffness. Under the soft condition, HSCs exhibited an expanded quiescent-to-initiatory transitional state characterized by Nrf2-related features and regeneration-associated factors, including\n                      <jats:italic>Hgf<\/jats:italic>\n                      and\n                      <jats:italic>Rspo3<\/jats:italic>\n                      . In contrast, the hard condition induced a gene signature, which was upregulated from early stages of HSC activation onward, localized to fibrotic septa in human liver and correlated with cirrhosis severity in an HCV patient cohort.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Matrix stiffness shapes early HSC activation trajectories\u00a0toward transcriptional programs associated with regeneration or fibrosis. These findings support stiffness-controlled culture systems as improved models of HSC activation and provide a framework for regenerative and antifibrotic strategies.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1007\/s12072-026-11141-0","type":"journal-article","created":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T07:01:00Z","timestamp":1788332460000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Matrix stiffness shapes early transcriptional trajectories during hepatic stellate cell activation"],"prefix":"10.1007","author":[{"given":"Kento","family":"Inada","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Masato","family":"Miyoshi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2193-5203","authenticated-orcid":false,"given":"Sei","family":"Kakinuma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keiya","family":"Watakabe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tomohiro","family":"Mochida","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taro","family":"Shimizu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Tsuchiya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tsubasa","family":"Nobusawa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shun","family":"Kaneko","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fukiko","family":"Kawai-Kitahata","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Miyako","family":"Murakawa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sayuri","family":"Nitta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mina","family":"Nakagawa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yasuhiro","family":"Asahina","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ryuichi","family":"Okamoto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,9,1]]},"reference":[{"key":"11141_CR1","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.jhep.2018.09.014","volume":"70","author":"SK Asrani","year":"2019","unstructured":"Asrani SK, Devarbhavi H, Eaton J, Kamath PS. 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