EVIDENCE.

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A disease system reconstructed from one patient’s existing clinical and genomic data.

 

DOMAIN
Oncology

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INPUT
Single tumor genomic profile
Existing clinical context
Somatic variant data

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NOT REQUIRED
Proprietary assays
New sequencing
Longitudinal sampling
Cohort-specific training data

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RECONSTRUCTION
Founding event
Clonal progression
Metastatic enablement
Therapeutic vulnerabilities

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OUTPUT
Causal disease architecture
Evidence-supported clonal sequence
Driver reconstruction
Novel mechanistic hypotheses
Validation priorities

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TRACEABILITY
Every causal claim is linked to its source data, competing interpretation, confidence rating, and required validation.

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STATUS
Single-case reconstruction completed
Novel hypotheses pending experimental and population-level validation

 

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