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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ee24b470-4509-4687-a91e-6d2b967336b9

2298bda1-230f-5adb-9c17-00484fa247cc

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
73

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.

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

#SampleCancer typeSubtypecos similarity
1b2b4cc41-5760-4463-bcde-16115ceb12c2
melanoma-umap@29
0.861
22d83a9e6-da2d-47e1-b2e7-4b07b108f7bd
colon-landscapes@1
0.850
3TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.842
4TCGA-ZF-AA4U-01A-11R-A38B-07
bladder-landscape@3
0.827
5MNG1094
mng-umap@100
0.826
6SRR6013510
lung-landscapes@6
cohortA40.819
7a17b6971-a249-484a-805e-d20ef3c4cd15
melanoma-umap@29
0.815
8TCGA-D8-A1JS-01A-11R-A13Q-07
breast-umap@18
B0.814
9f4aa57d8-df4c-4fee-979a-0f981c8762da
colon-landscapes@1
0.814
104613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.812