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Analyzing immune response to engineered hydrogels by hierarchical clustering of inflammatory cell subsets.


ABSTRACT: Understanding the immune response to hydrogel implantation is critical for the design of immunomodulatory biomaterials. To study the progression of inflammation around poly(ethylene glycol) hydrogels presenting Arg-Gly-Asp (RGD) peptides and vascular endothelial growth factor, we used temporal analysis of high-dimensional flow cytometry data paired with intravital imaging, immunohistochemistry, and multiplexed proteomic profiling. RGD-presenting hydrogels created a reparative microenvironment promoting CD206+ cellular infiltration and revascularization in wounded dorsal skin tissue. Unbiased clustering algorithms (SPADE) revealed significant phenotypic transition shifts as a function of the cell-adhesion hydrogel properties. SPADE identified an intermediate macrophage subset functionally regulating in vivo cytokine secretion that was preferentially recruited for RGD-presenting hydrogels, whereas dendritic cell subsets were preferentially recruited to RDG-presenting hydrogels. Last, RGD-presenting hydrogels controlled macrophage functional cytokine secretion to direct polarization and vascularization. Our studies show that unbiased clustering of single-cell data provides unbiased insights into the underlying immune response to engineered materials.

SUBMITTER: Fernandez-Yague MA 

PROVIDER: S-EPMC8880784 | biostudies-literature | 2022 Feb

REPOSITORIES: biostudies-literature

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Analyzing immune response to engineered hydrogels by hierarchical clustering of inflammatory cell subsets.

Fernandez-Yague Marc A MA   Hymel Lauren A LA   Olingy Claire E CE   McClain Claire C   Ogle Molly E ME   García José R JR   Minshew Dustin D   Vyshnya Sofiya S   Lim Hong Seo HS   Qiu Peng P   García Andrés J AJ   Botchwey Edward A EA  

Science advances 20220225 8


Understanding the immune response to hydrogel implantation is critical for the design of immunomodulatory biomaterials. To study the progression of inflammation around poly(ethylene glycol) hydrogels presenting Arg-Gly-Asp (RGD) peptides and vascular endothelial growth factor, we used temporal analysis of high-dimensional flow cytometry data paired with intravital imaging, immunohistochemistry, and multiplexed proteomic profiling. RGD-presenting hydrogels created a reparative microenvironment pr  ...[more]

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