CalFitter

CalFitter performs global fitting and analysis of protein thermal denaturation data to characterize unfolding pathways and derive thermodynamic and kinetic parameters.


Key Features:

  • Global fitting of diverse datasets: Simultaneous global fitting using any combination of input experimental data types to analyze unfolding behavior.
  • Unfolding pathway models: A library of 12 mechanistic protein unfolding pathway models, including models that account for irreversible transitions.
  • Parameter estimation and statistics: Estimation of optimal parameter values with confidence intervals and accompanying statistical information.
  • SVD integration: Singular value decomposition (SVD) analysis for multi-wavelength spectral datasets integrated into the global fitting pipeline.
  • Fitting of SVD components: Processed time- or temperature-evolved SVD components can be fitted alongside other experimental data types.
  • Deconvoluted basis spectra: Derivation of deconvoluted basis spectra that serve as spectral fingerprints of macrostates populated during unfolding.
  • Automated SVD analysis: Automated processing of SVD within the analysis workflow.

Scientific Applications:

  • Protein folding pathway analysis: Quantitative description and comparison of mechanistic unfolding pathways using integrated experimental data.
  • Thermostability engineering: Characterization of thermodynamic and kinetic parameters to support rational design of more stable proteins.
  • Protein misfolding and aggregation studies: Analysis of unfolding and aggregation transitions to elucidate molecular bases of misfolding-related disorders.

Methodology:

Global nonlinear fitting of multiple experimental datasets to mechanistic unfolding models (12 models including irreversible transitions); parameter estimation with confidence intervals and statistical metrics; singular value decomposition (SVD) of multi-wavelength spectral datasets with fitting of time- or temperature-evolved SVD components and derivation of deconvoluted basis spectra.

Topics

Collections

Details

License:
Proprietary
Maturity:
Mature
Cost:
Free of charge (with restrictions)
Tool Type:
web application
Operating Systems:
Linux, Windows, Mac
Programming Languages:
JavaScript, Java, Python
Added:
7/4/2018
Last Updated:
11/24/2024

Operations

Data Inputs & Outputs

Publications

Mazurenko S, Stourac J, Kunka A, Nedeljković S, Bednar D, Prokop Z, Damborsky J. CalFitter: a web server for analysis of protein thermal denaturation data. Nucleic Acids Research. 2018;46(W1):W344-W349. doi:10.1093/nar/gky358. PMID:29762722. PMCID:PMC6031030.

PMID: 29762722
PMCID: PMC6031030
Funding: - Ministry of Education of the Czech Republic: LM2015047, LM2015051, LM2015055, LO1214, LQ1605 - Czech Grant Agency: GA16-07965S - European Union: 720776, 722610

Kunka A, Lacko D, Stourac J, Damborsky J, Prokop Z, Mazurenko S. CalFitter 2.0: Leveraging the power of singular value decomposition to analyse protein thermostability. Nucleic Acids Research. 2022;50(W1):W145-W151. doi:10.1093/nar/gkac378. PMID:35580052. PMCID:PMC9252748.

PMID: 35580052
PMCID: PMC9252748
Funding: - The Ministry of Education, Youth and Sports: CZ.02.1.01/0.0/0.0/16_026/0008451 - ELIXIR: LM2018131 - eINFRA: LM2018140 - RECETOX research infrastructure: LM2018121 - Cetocoen Plus project: CZ.02.1.01/0.0/0.0/15_003/0000469 - CETOCOEN EXCELLENCE project: CZ.02.1.01/0.0/0.0/17_043/0009632 - European Union's Horizon 2020: 857560

Documentation