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
40

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.909
2TCGA-A8-A079-01A-21R-A00Z-07
breast-umap@18
B0.897
3SRR6013549
lung-landscapes@6
cohortSQ20.891
4TCGA-77-8143-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.890
5BS_MV6ASWV9
brain-umap@2
ATRT0.885
6f20785b9-991d-4b87-8ba7-ca32373f1996
melanoma-umap@29
0.881
7MDT-AP-0843
medullo-epn-umap@date-based
MedMedulloblastoma0.879
8SRR8613799
breast-umap@18
E0.878
9SRR8518231
breast-umap@18
E0.874
10TCGA-46-3768-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.873