Publication | Open Access
Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation
140
Citations
34
References
2020
Year
Foreign Body RejectionEngineeringMachine LearningAdaptive Immune SystemInnate Immune SystemImmunologyImmune RegulationBiological MicroenvironmentsInnate ImmunityBiomedical EngineeringImmune SystemSynthetic ImmunologyInflammationMatrix BiologyImmune MediatorAutoimmune DiseaseGranulocyteImmunoengineeringAutoimmunityBiomedical AnalysisForeign Body ResponsesImmune FunctionCell EngineeringCell BiologySystem ImmunologySystems ImmunologyPhagocyteImmune Cell DevelopmentComputational BiologyImmune ModulationMedicineMacrophage DifferentiationExtracellular Matrix
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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