Vignettes

Real-world examples of using Bystro for genomic analysis. These vignettes show you how to approach complex genetic questions and leverage AI to get meaningful insights from your data.

Trio Analysis & De Novo Variant Discovery

What you'll see

Classic platform approach: subtract parent variants

AI Smart Search with natural language queries

Pathogenic variant identification and interpretation

AI-guided analysis when family relationships are unknown

Try these questions

"Are there any pathogenic de novo variants? The child is [sample], and the parents are [sample1] and [sample2]."

"Are there any pathogenic de novo variants in this trio dataset?"

Perfect for family studies and identifying disease-causing variants.

Pharmacogenomics & Drug Response Analysis

What you'll learn

Linking genetics to disease susceptibility

Drug response prediction from genetic variants

Alternative treatment recommendations

Clinical conversation guidance

Example analysis

"The person in the VIP dataset has early-onset frequent gout, could there be a genetic basis for this and is there any medication they may respond to differently based on their genetics?"

Medical disclaimer

Never make medical decisions based on these results. Always consult a doctor before making any health-related changes.

More Vignettes Coming Soon

We are creating more vignettes that showcase cutting-edge genomic analysis techniques. From population-scale GWAS studies to multi-omics integration, these upcoming examples will demonstrate how AI can transform complex research workflows into intuitive conversations.

Coming up

Population genetics deep dives

Advanced GWAS interpretation

Multi-ancestry risk prediction

Proteomics pathway analysis

Research workflows

Clinical variant interpretation

Longitudinal cohort studies

Drug target discovery

Rare disease investigation

Try these approaches

These vignettes show real analysis patterns you can apply to your own data. Start with similar questions and adapt them to your research needs.

Learn how to get started

New to Bystro?

Learn the fundamentals with our step-by-step video tutorials covering data upload, AI queries, and platform navigation.

Watch Tutorials

Apply these techniques

These vignettes demonstrate real analysis patterns you can use with your own data. The key is asking specific, well-formed questions that guide the AI toward the insights you are seeking. Start with similar queries and adapt them to your research questions.