Teichlab / SKM_ageing_atlas

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Human skeletal muscle aging atlas

code to reproduce analyses in the manuscript

Raw data

Raw data files can be obtained from the ArrayExpress under accesion E-MTAB-13874 and processed anndata objects are available from muscleageingcellatlas.org.

Contents

1. Annotation

  • jupyter notebooks for QC, integration and annotation of coarse and fine-grained cell types in the skeltal muscle.

2. DE_analysis

  • scripts for running single-cell linear mixed effect model (R-based) to evaluate differential gene expression with age accounting for biological and technical covariates (see Supplementary Note 1.3 in this study for detailed explanation of this implementation).

3. Figures

  • jupyter notebooks to run analyses to reproduce main and extended data figures.

Citation

TBA

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License:Apache License 2.0


Languages

Language:Jupyter Notebook 100.0%Language:R 0.0%Language:Shell 0.0%