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Ensemble of Time-Evolving SASP Gene Sets Identifies IGFBP7 and CDKN1A as a Potential Marker Pair for Senescent Fibroblast Subpopulations Across Tissues.

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Title: Ensemble of Time-Evolving SASP Gene Sets Identifies IGFBP7 and CDKN1A as a Potential Marker Pair for Senescent Fibroblast Subpopulations Across Tissues.
Authors: Kim H; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.; Masonic Cancer Center, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA., Kummerfeld E; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA., Niedernhofer LJ; Masonic Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA., Aliferis C; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA., Robbins PD; Masonic Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA., Wang J; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.; Masonic Cancer Center, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.
Source: International journal of molecular sciences [Int J Mol Sci] 2026 Mar 26; Vol. 27 (7). Date of Electronic Publication: 2026 Mar 26.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101092791 Publication Model: Electronic Cited Medium: Internet ISSN: 1422-0067 (Electronic) Linking ISSN: 14220067 NLM ISO Abbreviation: Int J Mol Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.; Masonic Cancer Center, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.<br /><searchLink fieldCode="AU" term="%22Kummerfeld+E%22">Kummerfeld E</searchLink>; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.<br /><searchLink fieldCode="AU" term="%22Niedernhofer+LJ%22">Niedernhofer LJ</searchLink>; Masonic Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.<br /><searchLink fieldCode="AU" term="%22Aliferis+C%22">Aliferis C</searchLink>; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.<br /><searchLink fieldCode="AU" term="%22Robbins+PD%22">Robbins PD</searchLink>; Masonic Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; Institute for Health Informatics, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.; Masonic Cancer Center, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA.
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  Data: <searchLink fieldCode="JN" term="%22101092791%22">International journal of molecular sciences</searchLink> [Int J Mol Sci] 2026 Mar 26; Vol. 27 (7). <i>Date of Electronic Publication: </i>2026 Mar 26.
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