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Single-Cell Mitochondrial Mutational burden analysis

Yu-Hsin Hsieh

This repository contains code needed to reproduce analyses and figures for the following work:

Hsieh et al., Single-cell multi-omics resolved analysis of mitochondrial genome-wide mutational burden, constraint, and mosaicism

  • The POLG_HEK folder contains code for generating Figures 1-4 and Extended Data Figures 1-6.

      Fig1, Ext Fig1: 1_Preprocessing, 2_mtVAR_calling, 3_Mutational_Signature
    
      Ext Fig2: 7_ArchR, 7_ArchR_helperfunction
    
      Fig2, Ext Fig3: 2_mtVAR_visulization, 4_cor_mutNum_mtDepth
    
      Fig3, Ext Fig4: 6_VAF_dist_function, 6_VAF_dist_function
    
      Fig4, Ext Fig5-6: 8_scVAF, 5_1_scmtMMB, 5_2_scmtMMB_vis, 9_KI36_clonaltype
    
  • The POLG_downsampling_analysis folder contains code for Extended Data Fig. 7

  • The POLG_Galactose folder contains code for Figures 5 and Extended Data Fig. 8-9

  • The PBMC folder contains code for generating Figures 6-7 and Extended Data Figures 10-12.

Due to GitHub's file size limitations, large data files (>100MB) are available from the Open Science Framework. Two zip archives are available: POLG_HEK_large_data_files.zip and PBMC_large_data_files.zip. After decompressing, locate the folder corresponding to the appropriate folder in the repository.

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