bioRxivBiophysics
Heterogeneous and Surface-Catalyzed Amyloid Aggregation Monitored by Spatially Resolved Fluorescence and Single Molecule Microscopy
X. Zhou, A. Wilgaard Sinkjaer, M. Zhang, H. Dahl Pinholt, H. Moerck Nielsen, N. S. Haztakis, M. van de Weert, V. Fodera
Abstract
Amyloid aggregation is associated with many diseases and may also occur in therapeutic protein formulations. Addition of co-solutes is a key strategy to modulate the stability of proteins in pharmaceutical formulations and select inhibitors for drug design in the context of diseases. However, the heterogeneous nature of this multi-component system in terms of structures and mechanisms poses a number of challenges for the analysis of the chemical reaction. Combining a spatially resolved fluorescence approach with single molecule microscopy and machine learning approaches, we disentangle the different contributions from multiple species within a single aggregation experiment. Moreover, we link the presence of interfaces to the degree of heterogeneity of the aggregation kinetics and retrieve the rate constants and underlying mechanisms for single aggregation events, providing a general tool for a comprehensive analysis of self-assembly reactions. Table of Contents O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=200 SRC="FIGDIR/small/510935v2_ufig1.gif" ALT="Figure 1"> View larger version (58K): org.highwire.dtl.DTLVardef@c678eaorg.highwire.dtl.DTLVardef@2c6decorg.highwire.dtl.DTLVardef@e4c2e4org.highwire.dtl.DTLVardef@b741aa_HPS_FORMAT_FIGEXP M_FIG C_FIG
- assay: fluorescence / live-cell microscopy
- research focus: cell-cell communication
- approach: machine learning (classical)
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