{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T16:52:40Z","timestamp":1782319960498,"version":"3.54.5"},"reference-count":37,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2024,2,26]],"date-time":"2024-02-26T00:00:00Z","timestamp":1708905600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"NIH\/NEI RO1","award":["EY 030567"],"award-info":[{"award-number":["EY 030567"]}]},{"name":"NIH\/NEI RO1","award":["EY029279"],"award-info":[{"award-number":["EY029279"]}]},{"name":"Research to Prevent Blindness (RPB)","award":["EY 030567"],"award-info":[{"award-number":["EY 030567"]}]},{"name":"Research to Prevent Blindness (RPB)","award":["EY029279"],"award-info":[{"award-number":["EY029279"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Biology"],"abstract":"<jats:p>The corneal epithelium (CE) is spread between two domains, the outer vascularized limbus and the avascular cornea proper. Epithelial cells undergo constant migration from the limbus to the vision-critical central cornea. Coordinated with this migration, the cells undergo differentiation changes where a pool of unique stem\/precursor cells at the limbus yields the mature cells that reach the corneal center. Differentiation is heralded by the expression of the corneal-specific Krt12. Processing data acquired by scRNA-Seq showed that the increase in Krt12 expression occurs in four distinct steps within the limbus, plus a single continuous increase in the cornea. Differential gene analysis demonstrated that these domains reflect discreet stages of CE differentiation and yielded extensive information of the genes undergoing down- or upregulation in the sequential transition from less to more differentiate conditions. The approach allowed the identification of multiple gene cohorts, including (a) the genes which have maximal expression in the most primitive, Krt12-negative cell cohort, which is likely to include the stem\/precursor cells; (b) the sets of genes that undergo continuous increase or decrease along the whole differentiation path; and (c) the genes showing maximal positive or negative correlation with the changes in Krt12.<\/jats:p>","DOI":"10.3390\/biology13030145","type":"journal-article","created":{"date-parts":[[2024,2,26]],"date-time":"2024-02-26T06:50:23Z","timestamp":1708930223000},"page":"145","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Keratin 12 Expression-Based Analysis of Stem-Precursor Cells and Differentiation in the Limbal\u2013Corneal Epithelium Using Single-Cell RNA-Seq Data"],"prefix":"10.3390","volume":"13","author":[{"given":"J. Mario","family":"Wolosin","sequence":"first","affiliation":[{"name":"Department of Ophthalmology, Black Family Stem Cell Institute and Vision Research Institute, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, New York, NY 10029, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,2,26]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"598","DOI":"10.1016\/j.cell.2008.01.038","article-title":"Stem Cells and Niches: Mechanisms That Promote Stem Cell Maintenance throughout Life","volume":"132","author":"Morrison","year":"2008","journal-title":"Cell"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1007\/978-1-4419-7037-4_11","article-title":"Adult stem cells and their niches","volume":"695","author":"Ferraro","year":"2010","journal-title":"Adv. Exp. Med. 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