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Spatial Enrichment Analysis of Gene Association using L-index

Project description

Spatial Enrichment Analysis of Gene Association using L-index

Install

SEAGAL works for Python3.9, it is advised to create a conda environment with Python3.9 to avoid conflicts of dependencies. Conda installation guide can be found at https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html. After installing conda, run the following command to create a seagal environment:

conda create -n seagal python=3.9

Then install seagal through:

conda activate seagal
conda install -n seagal pip3
pip3 install seagal

Please also install other necessary packages such as jupyter for your research needs. If Error: module seagal not found occurs when importing, please check if echo $PATH includes the path to python3.9 site packages.

Input data format

  1. For 10X Visium, Space Ranger Folder with the following contents:
  • [Folder]/spatial/tissue_positions_list.csv
  • [Folder]/filtered_feature_bc_matrix.h5
  1. CSV-format files:
  • count.csv - gene expression data frame in Pandas.DataFrame format.
  • meta.csv - spot meta data frame, with x, y columns denoting coordinates.

Running SEAGAL with Visium Data

Please read Tutorial1 for instructions.

Running SEAGAL with user-defined marker genes

Please read Tutorial2 for details.

Running SEAGAL with CSV-format Data

Please read Tutorial3 for details.

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