Insights
The platform
No-code, AI-driven RNA-seq analysis
Liragen Insights is our RNA-Seq analysis service, delivered as software. Point it at an NCBI accession or your own raw data, and it returns interactive reports that interpret themselves — every write-up generated from your own results rather than a generic template. No code, no installs.
What you get
One platform, four things done for you
Pipeline
Automated DESeq2 differential expression and GO/KEGG enrichment — pre-configured, or customized to your design. Start from raw FASTQ or a public NCBI accession.
Reports
22 publication-ready, interactive reports — Volcano, PCA, heatmaps, pathways, and networks — each with an AI-written interpretation customized to your dataset, not a boilerplate summary.
User Interactive
Explore in the browser with point-and-click filters — no coding, no installs. Adjust thresholds and every plot and its interpretation update live.
Cloud
Runs in a secure cloud environment with online access to your outputs — scale up without managing servers or software.
The difference
Why teams choose Liragen Insights
Everything the usual RNA-seq routes make you assemble yourself — the pipeline, 22 linked reports, and the interpretation — is built in and done for you.
| Capability | Liragen Insights You | R / DESeq2 (code) | Workflow platforms | Other web tools |
|---|---|---|---|---|
| No coding required | ✓ | — | ~ | ✓ |
| AI-written interpretation | ✓ | — | — | — |
| 22 interactive, linked reports | ✓ | DIY | ~ | ~ |
| Automated pipeline (DESeq2 + GO/KEGG + networks) | ✓ | DIY | ✓ | ~ |
| Hosted — nothing to install | ✓ | — | ~ | ✓ |
| Start from NCBI accession or your raw data | ✓ | ~ | ✓ | ~ |
✓ = built in · ~ = partial / depends · DIY = possible but you build it · — = not typically available. Other tools have their own strengths; this reflects the common experience.
See it in action
Written for your experiment, not from a template
Most platforms hand you the same static PDF whatever your data says. Every Insights interpretation is generated from your results — your contrasts, your DEG counts, your top genes by name, your effect sizes — and rewrites itself the instant you move a threshold. Change the cutoff and the words change with it. Browse the full suite below, or open a live example in the app.
Available Reports
Every Insights project ships with an interactive report suite spanning quality control to functional interpretation. Select any report to open its guide in the user manual.
Quality Control
Differential Expression
Expression Patterns
Functional Enrichment
Networks
What’s supported
Inputs, organisms & outputs
What you can run through Liragen Insights today.
Assay
Bulk RNA-seq differential expression. Single-cell is on the roadmap.
Inputs
Public NCBI / SRA accession IDs, or your own raw data (FASTQ) via a sample sheet (Excel / CSV / TSV).
Organisms
Model and non-model species with a reference annotation. GO / KEGG enrichment where annotation exists; STRING-based PPI for supported species.
Analysis
DESeq2 differential expression, GO / KEGG enrichment, co-expression & PPI networks, and clustering.
Reports & outputs
22 interactive reports with AI interpretation, plus downloadable result tables and publication-ready figures.
Turnaround & limits
[Typical turnaround time and data-size limits — confirm your numbers.]
Not sure your data fits? Ask us — we’re happy to confirm supported organisms and formats.
Start analyzing your RNA-seq data
Sign up free and create your first project in minutes.