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A generalizable strategy leveraging the multifunctional binding capacity of tannic acid (TA) to bridge drug\u2010loaded NPs and hydrogel via hydrogen bonding is presented. Acting as both a bioadhesive moiety and dynamic crosslinker, TA enables synthesis\u2010free NP incorporation and \u00a0facilitates versatile nanocomposite designs for sustained, localized drug delivery. To demonstrate clinical relevance, a ready\u2010to\u2010use ocular patch named \u2018OcuTAPE\u2019 is developed to address the unmet need for bioadhesives that seal injuries and provide sustained drug release. Current ocular adhesives suffer from poor retention, mechanical mismatch, uncontrolled drug release, and limited usability. OcuTAPE achieves high toughness (\u22484000\u00a0kJ m\n                    <jats:sup>\u2212<\/jats:sup>\n                    <jats:sup>3<\/jats:sup>\n                    ), rapid wet tissue adhesion without external aids, and TA\u2010mediated integration of poly (ethylene glycol) (PEG)\u2010based micelles (MCs) for dexamethasone (Dex)\u00a0release over five weeks. The patch conforms to ocular biomechanics, retains in vivo on rabbit and pig eyes, and demonstrates\u00a0biocompatibility and intrinsic anti\u2010inflammatory efficacy. To illustrate TA\u2010bridging versatility, a second model with drug\u2010loaded poly (lactic\u2010co\u2010glycolic acid) (PLGA) NPs in a gelatin methacryloyl (GelMA)\u2010TA hydrogel is engineered, serving as a naturally derived matrix suitable for tissue regeneration. These findings establish TA bridging as a robust strategy for engineering drug\u2010eluting nanocomposite bioadhesives, with OcuTAPE as a clinically relevant model.\n                  <\/jats:p>","DOI":"10.1002\/adfm.202516281","type":"journal-article","created":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T11:23:03Z","timestamp":1755084183000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Engineering Drug\u2010Eluting Ocular Bioadhesive \u201cOcuTAPE\u201d via Tannic Acid\u2010Mediated Nanoparticle Bridging"],"prefix":"10.1002","volume":"36","author":[{"given":"Yuting","family":"Zheng","sequence":"first","affiliation":[{"name":"Department of Chemical and Biomolecular Engineering University of California, Los Angeles  Los Angeles California 90095 USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Monu","family":"Monu","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology Mason Eye Institute University of Missouri School of Medicine  Columbia MO 65201 USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven","family":"Vo","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biomolecular Engineering University of California, Los Angeles  Los Angeles California 90095 USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Suneel","family":"Gupta","sequence":"additional","affiliation":[{"name":"Harry S. 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