Build a project brief

Select the analysis blocks that match the dataset. The brief updates into a compact handoff summary for discussion and platform-based project scoping.

RNA-seq DEG workflow counts, metadata, contrasts, DESeq2-style outputs Publication figures PCA, heatmap, volcano, pathway-ready graphics Alternative splicing rMATS event review and selected gene plots Pathway / GSEA review ranked gene lists, enrichment tables, pathway summaries Reusable scripts Python/Bash helpers for repetitive analysis tasks

What a delivery can include

Switch between common request types to see the expected files, quality checks, and researcher-facing outputs before a project begins. These are illustrative examples, not measured results or guaranteed deliverables.

DESeq2-style workflow

RNA-seq differential expression package

A focused comparison workflow with count filtering, metadata-aware design, differential expression tables, and publication-ready plots.

Frequently asked questions

Can you work with public or anonymized datasets?

Yes. Public, simulated, anonymized, or properly authorized research datasets are all fine to start with.

What do I receive at the end?

Typical delivery includes result tables, figure exports, reusable scripts or notebooks when appropriate, and a concise methods/result summary.

Can you interpret clinical or patient-specific findings?

No. The service is limited to research support, data analysis, visualization, and reproducible reporting. Clinical decisions are outside scope.

What makes a project easier to scope?

A clear sample sheet, group labels, contrast definition, organism/reference version, expected figures, and any previous analysis decisions.