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Computational biology projects built with AI

Onco Compass

Finds the actionable mutations in a lung cancer sample

What it does

A tumour sample can carry tens of thousands of variants, and finding the few that point to a treatment is slow, manual work spread across databases. Onco Compass runs the pipeline end to end: it annotates and filters a lung cancer VCF, calculates tumour mutational burden, and lists the variants that have a targeted therapy, with the evidence level for each.

How it works

  1. Uploads a raw or already-annotated VCF and runs the pipeline as a job
  2. Calculates tumour mutational burden and the count of filtered variants
  3. Reports actionable variants with therapies and AMP/ASCO/CAP evidence levels, such as KRAS G12C with sotorasib and adagrasib

Built with VCF · Variant annotation · Tumour mutational burden · AMP/ASCO/CAP levels · Web app

A learner prototype built on public data, shared with the team's permission as part of their portfolio. It is not a clinical tool.

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