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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‐...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7284204 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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