bioinfo-stylev1.0.0

Researchers perform RNA-seq analysis to identify differentially expressed genes between conditions. The skill guides quality control, alignment, quantification, and uses DESeq2 for statistical testing, followed by enrichment analysis and visualization.

Epigenomics labs analyze ChIP-seq data to map protein-DNA interactions. The skill automates QC, alignment, peak calling with MACS2/HOMER, and downstream annotation and visualization.

Clinical genomics services use WGS to detect variants associated with diseases. The skill orchestrates alignment (BWA), variant calling (GATK), and annotation, ensuring reproducibility for diagnostic pipelines.

Pharmaceutical researchers investigate drug mechanisms by analyzing gene expression changes. The skill runs enrichment analyses (GO, KEGG, Reactome) and generates publication-ready figures.

Core facility staff process diverse sequencing projects for multiple labs. The skill enforces standardized directory structures, shell script logging, and Rmarkdown reporting, enabling easy handoff and reproducibility.

A cloud-based platform where users upload sequencing data and receive analysis reports generated by the skill's standardized pipeline. The platform handles environment setup, job scheduling, and result visualization.

Bioinformatics consulting firms use the skill as a foundation to build tailored analysis workflows for clients in academia and industry, ensuring reproducibility and best practices.

Educational institutions and online platforms offer courses teaching the skill's workflow, from tool selection to Rmarkdown reporting, preparing students for careers in bioinformatics.