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High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation

[Image: see text] High-throughput screening of mechanical properties can transform materials science research by both aiding in materials discovery and developing predictive models. However, only a few such assays have been reported, requiring custom or expensive equipment, while the mounting demand...

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Autores principales: Chen, Yusu, Wang, Qifeng, Mills, Carolyn E., Kann, Johanna G., Shull, Kenneth R., Tullman-Ercek, Danielle, Wang, Muzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323114/
https://www.ncbi.nlm.nih.gov/pubmed/34345666
http://dx.doi.org/10.1021/acscentsci.1c00414
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author Chen, Yusu
Wang, Qifeng
Mills, Carolyn E.
Kann, Johanna G.
Shull, Kenneth R.
Tullman-Ercek, Danielle
Wang, Muzhou
author_facet Chen, Yusu
Wang, Qifeng
Mills, Carolyn E.
Kann, Johanna G.
Shull, Kenneth R.
Tullman-Ercek, Danielle
Wang, Muzhou
author_sort Chen, Yusu
collection PubMed
description [Image: see text] High-throughput screening of mechanical properties can transform materials science research by both aiding in materials discovery and developing predictive models. However, only a few such assays have been reported, requiring custom or expensive equipment, while the mounting demand for enormous data sets of materials properties for predictive models is unfulfilled by the current characterization throughput. We address this problem by developing a high-throughput colorimetric adhesion screening method using a common laboratory centrifuge, multiwell plates, and microparticles. The technique uses centrifugation to apply a homogeneous mechanical detachment force across individual formulations in a multiwell plate. We also develop a high-throughput sample deposition method to prepare films with uniform thickness in each well, minimizing well-to-well variability. After establishing excellent agreement with the well-known probe tack adhesion test, we demonstrate the consistency of our method by performing the test on a multiwell plate with two different formulations in an easily discernible pattern. The throughput is limited only by the number of wells in the plates, easily reaching 10(3) samples/run. With its simplicity, low cost, and large dynamic range, this high-throughput method has the potential to change the landscape of adhesive material characterization.
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spelling pubmed-83231142021-08-02 High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation Chen, Yusu Wang, Qifeng Mills, Carolyn E. Kann, Johanna G. Shull, Kenneth R. Tullman-Ercek, Danielle Wang, Muzhou ACS Cent Sci [Image: see text] High-throughput screening of mechanical properties can transform materials science research by both aiding in materials discovery and developing predictive models. However, only a few such assays have been reported, requiring custom or expensive equipment, while the mounting demand for enormous data sets of materials properties for predictive models is unfulfilled by the current characterization throughput. We address this problem by developing a high-throughput colorimetric adhesion screening method using a common laboratory centrifuge, multiwell plates, and microparticles. The technique uses centrifugation to apply a homogeneous mechanical detachment force across individual formulations in a multiwell plate. We also develop a high-throughput sample deposition method to prepare films with uniform thickness in each well, minimizing well-to-well variability. After establishing excellent agreement with the well-known probe tack adhesion test, we demonstrate the consistency of our method by performing the test on a multiwell plate with two different formulations in an easily discernible pattern. The throughput is limited only by the number of wells in the plates, easily reaching 10(3) samples/run. With its simplicity, low cost, and large dynamic range, this high-throughput method has the potential to change the landscape of adhesive material characterization. American Chemical Society 2021-06-28 2021-07-28 /pmc/articles/PMC8323114/ /pubmed/34345666 http://dx.doi.org/10.1021/acscentsci.1c00414 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Chen, Yusu
Wang, Qifeng
Mills, Carolyn E.
Kann, Johanna G.
Shull, Kenneth R.
Tullman-Ercek, Danielle
Wang, Muzhou
High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title_full High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title_fullStr High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title_full_unstemmed High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title_short High-Throughput Screening Test for Adhesion in Soft Materials Using Centrifugation
title_sort high-throughput screening test for adhesion in soft materials using centrifugation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323114/
https://www.ncbi.nlm.nih.gov/pubmed/34345666
http://dx.doi.org/10.1021/acscentsci.1c00414
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