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Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation

Macrophages play a central role in orchestrating immune responses to foreign materials, which are often responsible for the failure of implanted medical devices. Material topography is known to influence macrophage attachment and phenotype, providing opportunities for the rational design of “immune‐...

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Autores principales: Vassey, Matthew J., Figueredo, Grazziela P., Scurr, David J., Vasilevich, Aliaksei S., Vermeulen, Steven, Carlier, Aurélie, Luckett, Jeni, Beijer, Nick R. M., Williams, Paul, Winkler, David A., de Boer, Jan, Ghaemmaghami, Amir M., Alexander, Morgan R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284204/
https://www.ncbi.nlm.nih.gov/pubmed/32537404
http://dx.doi.org/10.1002/advs.201903392
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author Vassey, Matthew J.
Figueredo, Grazziela P.
Scurr, David J.
Vasilevich, Aliaksei S.
Vermeulen, Steven
Carlier, Aurélie
Luckett, Jeni
Beijer, Nick R. M.
Williams, Paul
Winkler, David A.
de Boer, Jan
Ghaemmaghami, Amir M.
Alexander, Morgan R.
author_facet Vassey, Matthew J.
Figueredo, Grazziela P.
Scurr, David J.
Vasilevich, Aliaksei S.
Vermeulen, Steven
Carlier, Aurélie
Luckett, Jeni
Beijer, Nick R. M.
Williams, Paul
Winkler, David A.
de Boer, Jan
Ghaemmaghami, Amir M.
Alexander, Morgan R.
author_sort Vassey, Matthew J.
collection PubMed
description Macrophages play a central role in orchestrating immune responses to foreign materials, which are often responsible for the failure of implanted medical devices. Material topography is known to influence macrophage attachment and phenotype, providing opportunities for the rational design of “immune‐instructive” topographies to modulate macrophage function and thus foreign body responses to biomaterials. However, no generalizable understanding of the inter‐relationship between topography and cell response exists. A high throughput screening approach is therefore utilized to investigate the relationship between topography and human monocyte–derived macrophage attachment and phenotype, using a diverse library of 2176 micropatterns generated by an algorithm. This reveals that micropillars 5–10 µm in diameter play a dominant role in driving macrophage attachment compared to the many other topographies screened, an observation that aligns with studies of the interaction of macrophages with particles. Combining the pillar size with the micropillar density is found to be key in modulation of cell phenotype from pro to anti‐inflammatory states. Machine learning is used to successfully build a model that correlates cell attachment and phenotype with a selection of descriptors, illustrating that materials can potentially be designed to modulate inflammatory responses for future applications in the fight against foreign body rejection of medical devices.
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spelling pubmed-72842042020-06-11 Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation Vassey, Matthew J. Figueredo, Grazziela P. Scurr, David J. Vasilevich, Aliaksei S. Vermeulen, Steven Carlier, Aurélie Luckett, Jeni Beijer, Nick R. M. Williams, Paul Winkler, David A. de Boer, Jan Ghaemmaghami, Amir M. Alexander, Morgan R. Adv Sci (Weinh) Communications Macrophages play a central role in orchestrating immune responses to foreign materials, which are often responsible for the failure of implanted medical devices. Material topography is known to influence macrophage attachment and phenotype, providing opportunities for the rational design of “immune‐instructive” topographies to modulate macrophage function and thus foreign body responses to biomaterials. However, no generalizable understanding of the inter‐relationship between topography and cell response exists. A high throughput screening approach is therefore utilized to investigate the relationship between topography and human monocyte–derived macrophage attachment and phenotype, using a diverse library of 2176 micropatterns generated by an algorithm. This reveals that micropillars 5–10 µm in diameter play a dominant role in driving macrophage attachment compared to the many other topographies screened, an observation that aligns with studies of the interaction of macrophages with particles. Combining the pillar size with the micropillar density is found to be key in modulation of cell phenotype from pro to anti‐inflammatory states. Machine learning is used to successfully build a model that correlates cell attachment and phenotype with a selection of descriptors, illustrating that materials can potentially be designed to modulate inflammatory responses for future applications in the fight against foreign body rejection of medical devices. John Wiley and Sons Inc. 2020-04-28 /pmc/articles/PMC7284204/ /pubmed/32537404 http://dx.doi.org/10.1002/advs.201903392 Text en © 2020 The Authors. Published by WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Communications
Vassey, Matthew J.
Figueredo, Grazziela P.
Scurr, David J.
Vasilevich, Aliaksei S.
Vermeulen, Steven
Carlier, Aurélie
Luckett, Jeni
Beijer, Nick R. M.
Williams, Paul
Winkler, David A.
de Boer, Jan
Ghaemmaghami, Amir M.
Alexander, Morgan R.
Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title_full Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title_fullStr Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title_full_unstemmed Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title_short Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
title_sort immune modulation by design: using topography to control human monocyte attachment and macrophage differentiation
topic Communications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284204/
https://www.ncbi.nlm.nih.gov/pubmed/32537404
http://dx.doi.org/10.1002/advs.201903392
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