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A reproducible RNA-Seq analysis pipeline for Staphylococcus aureus under antibiotic stress, utilizing Nextflow and Singularity. It involves genome mapping, read counting, and statistical analysis to identify differentially expressed genes (DEGs) and generates key visualizations.