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Characterizing the Simulated Anomalous Diffusion of Proteins in Relation to the Nanoporous Structure of Extracellular Matrix-Relevant Hydrogels

ORAL

Abstract

Local drug delivery requires therapeutics to diffuse through the nanoporous structure of the extracellular matrix. To enable the efficient delivery of drugs, both the structure of this hydrogel environment and the diffusion of the drug must be understood. We simulated fluorescence microscopy data of BSA diffusing in binarized images of polyacrylamide at various concentrations. Conventional methods are unable to quantify both nanoscale structure and diffusion, but we overcame these limitations with a technique known as "fluorescence correlation spectroscopy super-resolution optical fluctuation imaging" (fcsSOFI), which can quantify local anomaleity and diffusion dynamics, along with the size, shape, and frequency of nanopore structures. Delauney triangulation was applied to calculate pore sizes, and showed agreement with the ground truth. Combining the characterizations of pore sizes and local anomaleity allowed us to relate the subdiffusivity of simulated proteins with pore size. These findings can help inform drug-delivery applications where nanoparticle therapeutics must diffuse through the extracellular matrix.

Presenters

  • Shawn Yoshida

    Case Western Reserve University

Authors

  • Shawn Yoshida

    Case Western Reserve University

  • William Schmid

    Case Western Reserve University

  • Nam Vo

    Case Western Reserve University

  • Lydia Kisley

    Case Western Reserve University