Quantifying protein unfolding kinetics with a high-throughput microfluidic platform
Beatriz AtsavapraneeiD, Fanny SundeniD, Daniel HerschlagiD, Polly Morrell FordyceiD
Abstract
Even after folding, proteins transiently sample unfolded or partially unfolded intermediates, and these species are often at risk of irreversible alteration (e.g. via proteolysis, aggregation, or post-translational modification). Kinetic stability, in addition to thermodynamic stability, can directly impact protein lifetime, abundance, and the formation of alternative, sometimes disruptive states. However, we have very few measurements of protein unfolding rates or how mutations alter these rates, largely due to technical challenges associated with their measurement. To address this need, we developed SPARKfold (Simultaneous Proteolysis Assay Revealing Kinetics of Folding), a microfluidic platform to express, purify, and measure unfolding rate constants for >1000 protein variants in parallel via on-chip native proteolysis. To demonstrate the power and potential of SPARKfold, we determined unfolding rate constants for 1,104 protein samples in parallel. We built a library of 31 dihydrofolate reductase (DHFR) orthologs with up to 78 chamber replicates per variant to provide the statistical power required to evaluate the systems ability to resolve subtle effects. SPARKfold rate constants for 5 constructs agreed with those obtained using traditional techniques across a 150-fold range, validating the accuracy of the technique. Comparisons of mutant kinetic effects via SPARKfold with previously published measurements impacts on folding thermodynamics provided information about the folding transition state and pathways via {varphi} analysis. Overall, SPARKfold enables rapid characterization of protein variants to dissect the nature of the unfolding transition state. In future work, SPARKfold can reveal mutations that drive misfolding and aggregation and enable rational design of kinetically hyperstable variants for industrial use in harsh environments.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- FWCI
- 6.28
- Field percentile
- top 5%
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Experimental tests of the quantum property of protein folding
Liaofu Luo·bioRxiv·Mar 17, 2016
- Enhancement of Protein Stability by Quenching Millisecond Conformational Dynamics
- Global analysis of protein stability by temperature and chemical denaturation
L. Hamborg, E. W. Horsted, … K. Teilum·bioRxiv·Apr 20, 2020
- Beyond thermal unfolding: urea-gradient nanoDSF approach for thermostability analysis of kinetically stable hyperthermophilic proteins
Wojciech Rusinek, Sebastian Dorawa·bioRxiv·Apr 11, 2026
- Mega-scale experimental analysis of protein folding stability in biology and protein design
K. Tsuboyama, J. Dauparas, … G. J. Rocklin·bioRxiv·Dec 6, 2022
- Hidden information on protein function in censuses of proteome foldedness
D. Cox, C.-S. Ang, … D. M. Hatters·bioRxiv·Feb 24, 2021