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Deterministic Modeling for Analysis of complex Single molecule Kinetics --- MATLAB software for deterministic modeling and fitting with single molecule data

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DeMASK

Determinstic Modeling for Analysis of complex Single molecule Kinetics

DOI: 10.5281/zenodo.2538666

This package was designed to assist those attempting to understand complicated single molecule kinetics by arming them with tools to test kinetic models and fit microscopic rate constants. To use this tool, you must perform dwell time analysis and generate cumulative distributions of dwell times.

  • MATLAB software for deterministic modeling and fitting with single molecule data

Related Resources

Included Content

  • DeMASK.m - main MATLAB fitting/bootstrap script
  • smODEfcnON.m - function defining ODEs
  • myresODEgloOnOffFull.m - function generating residuals used in least squares minimization
  • myresODEgloFIGSon.m - function to generate figures after fit
  • data folder containing cumulative distributions generated from single molecule dwell time analysis (.csv files)

Instructions

  • Clone repository and store all contents together in one folder (all .m MATLAB scripts and all .csv data files).
  • Run DeMASK script in MATLAB.
  • When prompted, enter the path to the scripts/data.
  • When prompted enter the number of desired bootstrap iterations to perform.

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Deterministic Modeling for Analysis of complex Single molecule Kinetics --- MATLAB software for deterministic modeling and fitting with single molecule data

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