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Collision analysis on nanoCT data

Contains R scripts for analyzing and classifying single-cell nanoCT data. The main goal is to identify cell collisions in human-mouse Barnyard experiments by comparing the number of reads mapped to each species.

Scripts

  • "barnyard_collisions.Rmd": input is single modality metadata
  • "barnyard_collisions_multimodal.Rmd": input is merged metadata files from two modalities

Input data

The input data for these scripts consists of metadata files generated by Cell Ranger, a set of analysis pipelines for processing single-cell sequencing data by 10x Genomics platforms.

Packages needed

  • mclust
  • ggplot2
  • dplyr
  • mixsmsn
  • tidyr

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