Distinct Platelet F-Actin Patterns and Traction Forces on von Willebrand Factor versus Fibrinogen

dc.contributor.authorMollica, Molly Y.
dc.contributor.authorBeussman, Kevin M.
dc.contributor.authorKandasamy, Adithan
dc.contributor.authorRodríguez, Lesley Martínez
dc.contributor.authorMorales, Francisco R.
dc.contributor.authorChen, Junmei
dc.contributor.authorManohar, Krithika
dc.contributor.authordel Álamo, Juan C.
dc.contributor.authorLópez, José A.
dc.contributor.authorThomas, Wendy E.
dc.contributor.authorSniadecki, Nathan J.
dc.date.accessioned2023-09-08T15:54:40Z
dc.date.available2023-09-08T15:54:40Z
dc.date.issued2023-07-10
dc.description.abstractUpon vascular injury, platelets form a hemostatic plug by binding to the subendothelium and to each other. Platelet-to-matrix binding is initially mediated by von Willebrand factor (VWF) and platelet-to-platelet binding is mediated mainly by fibrinogen and VWF. After binding, the actin cytoskeleton of a platelet drives its contraction, generating traction forces that are important to the cessation of bleeding. Our understanding of the relationship between adhesive environment, F-actin morphology, and traction forces is limited. Here, we examined F-actin morphology of platelets attached to surfaces coated with fibrinogen and VWF. We identified distinct F-actin patterns induced by these protein coatings and found that these patterns were identifiable into three classifications via machine learning: solid, nodular, and hollow. We observed that traction forces for platelets were significantly higher on VWF than on fibrinogen coatings and these forces varied by F-actin pattern. In addition, we analyzed the F-actin orientation in platelets and noted that their filaments were more circumferential when on fibrinogen coatings and having a hollow F-actin pattern, while they were more radial on VWF and having a solid F-actin pattern. Finally, we noted that subcellular localization of traction forces corresponded to protein coating and F-actin pattern: VWF-bound, solid platelets had higher forces at their central region while fibrinogen-bound, hollow platelets had higher forces at their periphery. These distinct F-actin patterns on fibrinogen and VWF and their differences in F-actin orientation, force magnitude, and force localization could have implications in hemostasis, thrombus architecture, and venous versus arterial thrombosis.en_US
dc.description.sponsorshipThis work was supported by the National Institutes of Health (HL147462, HL007093, EB001650, HL145262, 5R01HD092216-03, 1R01AI167943-01A1, and 2R01GM084227) and the National Science Foundation (CMMI-1824792 and CBET-1706436/1706571). Imaging in this study was conducted in the Lynn & Mike Garvey Imaging Core. The machine learning training was performed using the University of Washington’s high-performance computing cluster Hyak. We also thank Tom Mikolyuk for his involvement in the early stages of the machine learning project.en_US
dc.description.urihttps://www.sciencedirect.com/science/article/abs/pii/S0006349523004332en_US
dc.format.extent21 pagesen_US
dc.genrejournal articlesen_US
dc.genrepreprintsen_US
dc.identifierdoi:10.13016/m2qxpf-incp
dc.identifier.citationMollica et al., Distinct platelet F-actin patterns and traction forces on von Willebrand factor versus fibrinogen, Biophysical Journal (2023), https://doi.org/10.1016/j.bpj.2023.07.006en_US
dc.identifier.urihttps://doi.org/10.1016/j.bpj.2023.07.006
dc.identifier.urihttp://hdl.handle.net/11603/29623
dc.language.isoen_USen_US
dc.publisherElsevieren_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Mechanical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.en_US
dc.titleDistinct Platelet F-Actin Patterns and Traction Forces on von Willebrand Factor versus Fibrinogenen_US
dc.typeTexten_US
dcterms.creatorhttps://orcid.org/0000-0002-5975-3539en_US

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