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

3e17c945-a810-4d82-af11-93debdee3f21

b2a7f986-b06a-51a4-8c19-dbd377e7b87c

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.

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

#SampleCancer typeSubtypecos similarity
1311f1988-e21e-4130-b944-2a34d7d46d28
melanoma-umap@29
0.849
2TCGA-AR-A252-01A-11R-A169-07
breast-umap@18
A0.848
398e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.839
4DRR168557
bladder-landscape@3
0.829
52833b2f4-e943-4570-96c2-a42c127cd1fa
melanoma-umap@29
0.827
6TCGA-OR-A5JV-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.824
7TCGA-AC-A2FB-01A-11R-A17B-07
breast-umap@18
A0.819
8TCGA-CN-5369-01A-01R-1436-07
head-neck@1
0.816
9SRR8518215
breast-umap@18
D0.815
105566453e-df41-4aab-8dd0-825efbece954
melanoma-umap@29
0.814

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 24 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_GAMMA_RESPONSE0.700Idelalisib— uncovered
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
APOPTOSIS0.100Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
HYPOXIA0.100Idelalisib— uncovered