Black Dots: Microcontact-Printed, Reference-Free Traction Force Microscopy

dc.contributor.authorBeussman, Kevin M.
dc.contributor.authorMollica, Molly Y.
dc.contributor.authorLeonard, Andrea
dc.contributor.authorMiles, Jeffrey
dc.contributor.authorHocter, John
dc.contributor.authorSong, Zizhen
dc.contributor.authorStolla, Moritz
dc.contributor.authorHan, Sangyoon J.
dc.contributor.authorEmery, Ashley
dc.contributor.authorThomas, Wendy E.
dc.contributor.authorSniadecki, Nathan J.
dc.date.accessioned2023-09-08T15:55:11Z
dc.date.available2023-09-08T15:55:11Z
dc.date.issued2023-05-12
dc.description.abstractMeasuring the traction forces produced by cells provides insight into their behavior and physiological function. Here, we developed a technique (dubbed ‘black dots’) that microcontact prints a fluorescent micropattern onto a flexible substrate to measure cellular traction forces without constraining cell shape or needing to detach the cells. To demonstrate our technique, we assessed human platelets, which can generate a large range of forces within a population. We find platelets that exert more force have more spread area, are more circular, and have more uniformly distributed F-actin filaments. As a result of the high yield of data obtainable by this technique, we were able to evaluate multivariate mixed effects models with interaction terms and conduct a clustering analysis to identify clusters within our data. These statistical techniques demonstrated a complex relationship between spread area, circularity, F-actin dispersion, and platelet force, including cooperative effects that significantly associate with platelet traction forces.en_US
dc.description.sponsorshipThis work was supported by the National Science Foundation (CMMI-1661730, CMMI-1824792), the National Institutes of Health (EB001650, HL147462, HL149734, GM135806, AR074990, TR003519, DE029827), and the Institute for Stem Cell and Regenerative Medicine Fellows Program. Imaging in this study was completed in the Lynn & Mike Garvey Imaging Core with the helpful guidance of Dale Hailey. The Department of Biostatistics Statistical Consulting Services and Prof. Megan Othus assisted with the statistical analysis for this study. We would also like to thank Robin Zhexuan Yan, Kenia Diaz, Francisco Morales, and Anabela Soto for their assistance testing the robustness of black dot manufacturing and/or the usability of the black dot analysis code.en_US
dc.description.urihttps://www.sciencedirect.com/science/article/abs/pii/S1742706121007546en_US
dc.format.extent36 pagesen_US
dc.genrejournal articlesen_US
dc.genrepreprintsen_US
dc.identifierdoi:10.13016/m2s5ww-4joz
dc.identifier.citationBeussman, Kevin M., Molly Y. Mollica, Andrea Leonard, Jeffrey Miles, John Hocter, Zizhen Song, Moritz Stolla, et al. “Black Dots: High-Yield Traction Force Microscopy Reveals Structural Factors Contributing to Platelet Forces.” Acta Biomaterialia, The Mechanics of Cells and Fibers, 163 (June 1, 2023): 302–11. https://doi.org/10.1016/j.actbio.2021.11.013.en_US
dc.identifier.urihttps://doi.org/10.1016/j.actbio.2021.11.013
dc.identifier.urihttp://hdl.handle.net/11603/29625
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.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.titleBlack Dots: Microcontact-Printed, Reference-Free Traction Force Microscopyen_US
dc.typeTexten_US
dcterms.creatorhttps://orcid.org/0000-0002-5975-3539en_US

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