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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31461aa7-4452-5e1d-b341-734ebbc1f961

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
1SRR8518202
breast-umap@18
A0.869
2TCGA-UF-A7JA-01A-12R-A34R-07
head-neck@1
0.865
3SRR2016964
head-neck@1
0.864
4SRR8518450
breast-umap@18
A0.861
5TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.858
6SRR8613752
breast-umap@18
A0.849
7MNG1289
mng-umap@100
0.833
8s0102877
melanoma-umap@29
0.832
9C3N-00180
lung-landscapes@6
cohortA30.831
10ERR2208903
melanoma-umap@29
0.822