SampleSheet.py

SampleSheet.py generates Illumina Sample Sheets that encode barcode-to-sample relationships for demultiplexing and downstream genotypic and regulatory-motif analyses of CRISPR-Cas9–edited cell populations.


Key Features:

  • Automation of Sample Sheet Creation: SampleSheet.py automates construction of Illumina Sample Sheets encoding up to 9,216 unique barcode-sample relationships.
  • Illumina barcode compatibility: Leverages a panel of 192 8-nucleotide i7 and i5 barcode primers compatible with Illumina sequencing platforms.
  • Integration with analytical scripts: Integrates with ImputedGenotypes.py and CollatedMotifs.py to define alleles, impute genotypes from demultiplexed fastq files, and identify altered regulatory factor binding motifs.
  • Facilitation of genetic diversity evaluation: Enables large-scale assessment of allelic diversity across many samples through combinatorial barcoding and downstream genotype imputation.

Scientific Applications:

  • Cas9-Edited Cell Population Analysis: Supports surveying allelic diversity generated by Cas9-targeted DNA cleavage and repair in edited cell populations.
  • Regulatory Motif Identification: Assists identification of altered transcription factor recognition motifs resulting from genetic edits when used with CollatedMotifs.py.
  • FKBP5 glucocorticoid receptor site studies: Has been applied to studies targeting glucocorticoid receptor binding sites near FKBP5 in human adenocarcinoma cell lines.

Methodology:

Employs permutations of i7 and i5 barcodes (192 8-nucleotide primers) to uniquely label samples, automates Illumina Sample Sheet generation, and—together with ImputedGenotypes.py and CollatedMotifs.py—performs genotype imputation from demultiplexed fastq files and detection of altered regulatory motifs.

Topics

Details

Programming Languages:
Python
Added:
11/14/2019
Last Updated:
12/16/2020

Operations

Publications

Ehmsen KT, Knuesel MT, Martinez D, Asahina M, Aridomi H, Yamamoto KR. Definition of alleles and altered regulatory motifs across Cas9-edited cell populations. Unknown Journal. 2019. doi:10.1101/775361.