GSE133509 Processing Pipeline

RNA-Seq code_examples 1 step

Publication

Longitudinal assessment of tumor development using cancer avatars derived from genetically engineered pluripotent stem cells.

Nature communications (2020) — PMID 31992716

Dataset

GSE133509

Cancer avatars derived from genetically engineered pluripotent stem cells allow for longitudinal assessment of tumor development

Warning: Pipeline descriptions and code snippets may be inferred or AI-generated. Use them only as a starting point to guide analysis, and validate before use.
  1. 1

    alignment, cell barcode processing, umis processing, abundance measurements: cellranger count (version 2.1.1)

    Cell Ranger v2.1.1
    $ Bash example
    # Install Cell Ranger (example, adjust path as needed)
    # wget https://cf.10xgenomics.com/releases/cell-exp/cellranger-2.1.1.tar.gz
    # tar -xzf cellranger-2.1.1.tar.gz
    # export PATH=/path/to/cellranger-2.1.1:$PATH
    
    # Define variables for clarity
    FASTQ_INPUT_DIR="/path/to/your/fastq_files" # Directory containing FASTQ files for the sample
    REFERENCE_PATH="/path/to/cellranger_reference/GRCh38_transcriptome" # Placeholder for Cell Ranger-compatible reference transcriptome (e.g., refdata-gex-GRCh38-2020-A)
    SAMPLE_NAME="my_sample" # A unique name for this sample, used for output directory and matching FASTQ files
    
    # Run cellranger count
    cellranger count \
        --id="${SAMPLE_NAME}_count" \
        --transcriptome="${REFERENCE_PATH}" \
        --fastqs="${FASTQ_INPUT_DIR}" \
        --sample="${SAMPLE_NAME}" \
        --localcores=16 \
        --localmem=64
Raw Source Text
alignment, cell barcode processing, umis processing, abundance measurements: cellranger count (version 2.1.1)
Genome_build: hg19
Supplementary_files_format_and_content: XXX_summary.html: summary HTML file containing summary metrics and automated secondary analysis results
Supplementary_files_format_and_content: XXX_filtered_gene_bc_matrices_h5.h5: gene-barcode matrix in sparse h5 format
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