Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
KIRhub 2.0
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DE716AF0-930E-4747-B7FE-4AFAA45212DC

e2e9393f-6559-5978-9244-74548409d40f

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
overall_survival_months
5.551905387647832
age_years
64
sex
Male

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

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Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C138638F-C6CB-439B-BFF0-CF097E0B421E
brain-umap@2
0.888
29E2420C3-FD2A-45BB-B5A3-DC25D9F7CB3C
brain-umap@2
0.882
32B70C69F-DE54-4C78-B326-5CCEE15916FB
brain-umap@2
0.853
4DE406E2B-39AF-4A24-B2BE-0F7CDCBE9D85
brain-umap@2
0.851
50EF566D2-B40C-4BA1-8314-05AAE647869D
brain-umap@2
0.826
6SRR934986
brain-umap@2
0.826
737415C2E-3112-47E6-8757-4D128E3447AE
brain-umap@2
0.823
827F3611B-6483-47F5-A58E-A74B5165514A
brain-umap@2
0.816
9EF7D394C-BAB6-4826-AE09-9E5E884E0023
brain-umap@2
0.814
10SRR934758
brain-umap@2
0.814