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‎tutorial/README.md‎

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## Multimodal_breast_cancer_subtype_analysis
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Profiling intratumoural heterogeneity of breast cancer subtypes through integrated transcriptomic and metabolic analysis at single-cell and spatial resolution
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## Requirements
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### Install Pytorch and pytorch-geometric
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### Install POT: Python Optimal Transport
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```sh
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conda install -c conda-forge pot
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```
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### Install SpatialMST package for spatial multimodal integration
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PyPI package: https://pypi.org/project/SpatialMST
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```sh
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pip install SpatialMST
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pip install scanpy
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```
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### Generate metabolic flux rates and metabolite abundances for single-cell and spatial transcriptomics using scFEA.
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https://www.biorxiv.org/content/10.1101/2020.09.23.310656v1.full
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https://github.com/changwn/scFEA/tree/master
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## Download the breast cancer single_cell and spatial transcriptomics datasets from figshare
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[Dataset](https://figshare.com/articles/dataset/Datasets_for_breast_cancer_single-cell_and_spatial_transcriptomics_multimodal_integration_/30290779)

‎tutorial/Spatial_multi_omics_analysis/ST_CellType_preprocess_CID4290A.ipynb‎

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‎tutorial/Spatial_multi_omics_analysis/ST_CellType_preprocess_CID4465.ipynb‎

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