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# C-DARTS | ||
A Ca2+ microdomain analysis pipeline for spatio-temporal microscopy imaging of T cells | ||
# DARTS | ||
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![overview](/docs/assets/img/Figure_1_dart.png) | ||
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## About | ||
**DARTS** is an integrated tool for the analysis of Ca<sup>2+</sup> microdomains in immune cells (Jurkat T cells, primary murine cells, NK). | ||
For detailed information, see the [Documentation](https://ipmi-icns-uke.github.io/DARTS/). | ||
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It combines the following modules: | ||
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- Postprocessing | ||
- channel registration | ||
- background subtraction | ||
- cell detection and tracking | ||
- deconvolution | ||
- bleaching correction | ||
- ratio computation | ||
- Shape Normalization | ||
- Hotspot Detection and Dartboard visualization (based on [2]) | ||
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## Installation | ||
We recommend using [anaconda](https://www.anaconda.com/download) to install the necessary packages. | ||
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Download and install anaconda and python and either clone the DARTS code with | ||
`` | ||
git clone https://github.com/IPMI-ICNS-UKE/DARTS.git | ||
`` | ||
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or download the .zip file via the download button. Before continuing, please check the prerequisites on the Installation page in the [Documentation](https://ipmi-icns-uke.github.io/DARTS/General/Installation.html). | ||
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Navigate to the folder containing the `DARTS.yml` file and run | ||
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``` | ||
conda env create -f DARTS.yml | ||
conda activate DARTS | ||
``` | ||
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in the command line. | ||
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For more information regarding the installation, see the [Documentation](https://ipmi-icns-uke.github.io/DARTS/) | ||
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## Usage | ||
1. Store raw image files in a source directory. All common microscopy image formats can be opened, e.g. ics- or tif-files. | ||
2. Run `python main.py` in the terminal/ shell/ powershell or IDE of your choice. | ||
3. Enter relevant information in the GUI. | ||
4. If necessary, define the bead contacts for each cell of interest in each image file. | ||
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![Main](https://github.com/IPMI-ICNS-UKE/DARTS/assets/127941319/3549d0d5-5f8d-4d47-bf8c-096202c99bb0) | ||
![Bead contacts](https://github.com/IPMI-ICNS-UKE/DARTS/assets/127941319/d145d44f-f154-4125-b15d-3b82a40c788a) | ||
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## License | ||
This code runs under the Apache 2.0 license. | ||
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## References and Citing | ||
If DARTS is useful for a project that leads to publication, please acknowledge DARTS by citing it. | ||
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[1] DARTS: an open-source Python pipeline for Ca2+ microdomain analysis in live cell imaging data | ||
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[2] Diercks BP, Werner R, Schetelig D, Wolf IMA, Guse AH. High-Resolution Calcium Imaging Method for Local Calcium Signaling. Methods Mol Biol. 2019;1929:27-39. doi: [https://doi.org/10.1007/978-1-4939-9030-6_3](https://doi.org/10.1007/978-1-4939-9030-6_3) | ||
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