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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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

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
1SRR5088870
melanoma-umap@29
0.876
2SRR8518312
breast-umap@18
D0.857
3ERR2208913
melanoma-umap@29
0.849
4f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.832
5ERR2208965
melanoma-umap@29
0.824
6SAMN03290949
melanoma-umap@29
0.817
720030050.Her2HRneg
breast-umap@18
D0.816
8SRR8518165
breast-umap@18
C0.813
9a0fad25f-74d8-42f1-8e47-4d56c091e000
colon-landscapes@1
0.808
10SRR8613787
breast-umap@18
D0.807