Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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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
age_years
77

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

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

No GSVA scores available for this sample.

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_0QYS36NR
brain-umap@2
Ependymoma NOS0.930
2BS_0QYS36NR
medullo-epn-umap@date-based
EPNEPN Tumor0.925
3TCGA-77-8131-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.911
4BS_KXMYBQ6N
medullo-epn-umap@date-based
EPNEPN Tumor0.908
5BS_W7FP2G3F
brain-umap@2
DNET0.901
6BS_T55Y4Z0Y
brain-umap@2
low-grade glioma0.901
7SRR1455369
brain-umap@2
GTEX0.898
8C3L-02601
lung-landscapes@6
cohortA10.897
9R316
bladder-landscape@3
0.897
10BS_PJPGVD62
brain-umap@2
Ependymoma NOS0.897