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

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SAMN03290896
melanoma-umap@29
0.903
2f0a22b8b-4cf5-4edc-9502-1e01839fa7c7
melanoma-umap@29
0.883
3a277c487-2d13-460f-a0d8-26acac1657d0
melanoma-umap@29
0.879
4MDT-AP-3273
medullo-epn-umap@date-based
MedMedulloblastoma0.878
5TCGA-D6-6827-01A-11R-1915-07
head-neck@1
0.869
6ERR2208946
melanoma-umap@29
0.868
7b68594bb-fca3-4f05-a9fa-1e6e88eb4fc5
colon-landscapes@1
0.867
8SRR975552
colon-landscapes@1
0.859
9SAMN03290918
melanoma-umap@29
0.854
10SRR8613756
breast-umap@18
E0.854

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 5 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.500Idelalisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered