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Motion-triggered average

"Motion-triggered average (MTA)" is an algorithm to characterize pseudo-simultaneous dynamic changes in arbitrary cellular deformation and molecular activities. Using MTA, one can extract a pseudo-simultaneous time series from individually observed activities of intracellular molecules. This software was used in the analysis of the following paper: Kunida et al., Cell Reports, 2023, https://doi.org/10.1016/j.celrep.2023.112071

DEMO

You can learn how to use MTA by just run:

  • Step1_SingleCellMTA.m
  • Step2_CellCommonMTA.m

These codes perform single-cell MTA and cell-common MTA using sample data. At the top of the codes, specify the data files and parameters as desired.

Features

You can run MTA using only Matlab itself without using a particular toolbox.

Requirement

  • Matlab R2022b

MTA probably works with older versions of Matlab, but we have not checked MTA with older one.

Installation

Just download and run it on Matlab.

Usage

>> cd 'MTA folder'
>> Step1_SingleCellMTA
>> Step2_CellCommonMTA

Note

Ensure that the folder you put your data in is consistent with the settings in the code.

Author

License

"MTA" is under GNU GPL.

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Matlab code for motion-triggered average

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