Data4Cure Use Cases Disease Subtypes
For translational scientists & biomarker teams

Find molecular disease subtypes — and assign new samples into them.

Discover molecular disease subtypes from multidimensional data and assign new samples into them with confidence — powered by the RNA1 foundation model, which carries published subtypings across new samples and surfaces novel molecular subtypes where the literature has none.

Overview

From population to subtype to cohort.

Disease subtypes don’t emerge from a single dimension. Combine bulk and single-cell omics, clinical data, and prior knowledge to identify cohesive molecular subtypes and the features that define them.

Once a subtype model is built, assign new samples into the right subtype with a trained classifier — and immediately see which clinical, molecular and outcome features differ between groups.

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From population to subtype to cohort.

Subtypes feed straight into Predictive Modeling and Clinical Trial Analysis — so a subtype hypothesis can become a stratification strategy in the same session.

Disease Subtyping App App Engine Clinical integration
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See Disease Subtypes in action.

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