The rational design and selection of formulation composition to meet molecule-specific and product-specific needs are critical for biotherapeutics development to ensure physical and chemical stability. This work, based on three antibody-based (mAb) proteins (mAbA, mAbB, and mAbC), evaluates residue-specific impact of EDTA and methionine on protein oxidation, using an integrated biotherapeutics drug product development workflow. This workflow includes statistical experimental design, high-throughput experimental automation and execution, structure-based in silico modeling, inferential statistical analysis, and enhanced interactive data visualization of large datasets.
View Article and Find Full Text PDFEssential cellular processes of microtubule disassembly and protein degradation, which span lengths from tens of μm to nm, are mediated by specialized molecular machines with similar hexameric structure and function. Our molecular simulations at atomistic and coarse-grained scales show that both the microtubule-severing protein spastin and the caseinolytic protease ClpY, accomplish spectacular unfolding of their diverse substrates, a microtubule lattice and dihydrofolate reductase (DHFR), by taking advantage of mechanical anisotropy in these proteins. Unfolding of wild-type DHFR requires disruption of mechanically strong β-sheet interfaces near each terminal, which yields branched pathways associated with unzipping along soft directions and shearing along strong directions.
View Article and Find Full Text PDFWe use Langevin dynamics simulations to model, at an atomistic resolution, how various natively knotted proteins are unfolded in repeated allosteric translocating cycles of the ClpY ATPase. We consider proteins representative of different topologies, from the simplest knot (trefoil 3), to the three-twist 5 knot, to the most complex stevedore, 6, knot. We harness the atomistic detail of the simulations to address aspects that have so far remained largely unexplored, such as sequence-dependent effects on the ruggedness of the landscape traversed during knot sliding.
View Article and Find Full Text PDFThe 26S eukaryotic proteasome is an ATP-dependent degradation machine at the center of the ubiquitin-proteasome system that maintains cell viability through unfolding and degradation of ubiquitinated proteins. Its 19S regulatory particle uses a powerful heterohexameric AAA+ ATPase motor that unfolds substrate proteins and threads them through the narrow central pore for degradation within the associated 20S peptidase. In this study, we probe unfolding and translocation mechanisms of the ATPase motor by performing coarse-grained simulations of mechanical pulling of the green fluorescent protein substrate through the pore.
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