DEG analysis
Identify differentially expressed genes and enriched pathways between phenotypes.
BiRAGAS
Autonomous biomarker discovery
for multi-omics research
BiRAGAS plans and runs genomics analysis pipelines—from cohort data through differential expression, pathways, prioritization, and related modules—then surfaces results you can review and export. Built for researchers who need reproducible, agent-assisted workflows—not one-off scripts.
What it does
Capabilities below map to analysis modules in the product codebase—language taken from the real pipeline presets, not invented marketing stats.
Pathway enrichment
Enrich and interpret pathway-level signals from ranked gene lists or expression contrasts, including GSEA-style enrichment.
Gene prioritization
Rank and prioritize genes based on biological significance and translational relevance.
Deconvolution
Estimate cell-type proportions and cell-state signatures from bulk transcriptomic profiles.
Cohort retrieval & harmonization
Retrieve and harmonize biological data from public and private sources into analysis-ready cohorts.
Causal & genetic layers
Directed interaction reasoning (SIGNOR-style), GWAS association, and Mendelian-randomization-oriented workflows where configured.
Single-cell analysis
Single-cell RNA-seq workflows: clustering, cell types, markers, and states.
Perturbation analysis
Analyze expression perturbations using DepMap, L1000, and related integrated datasets.
How it works
A simple path from data to interpretable outputs—aligned with how the platform’s analysis graph actually runs.
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Bring your cohort
Upload study data or retrieve and harmonize cohorts from supported sources so analyses start from consistent inputs.
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Plan and run analyses
The agentic workflow plans multi-step pipelines—DEG, pathways, prioritization, deconvolution, and related modules—then executes them as configured runs.
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Review results
Inspect outputs, figures, and reports in the product workspace, then iterate on the next question without leaving the platform.
Open the workspace
Sign in to the BiRAGAS application to start an analysis. The product app lives at app.biragas.com—separate from this marketing site.
Go to app.biragas.com