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

TCGA-IQ-A61E-01A-22R-A30B-07

1347faa1-3d01-5b07-b3bd-f167964bac06

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
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.590
  • INTERFERON_ALPHA_RESPONSE+0.580
  • MYC_TARGETS_V1+0.570
  • G2M_CHECKPOINT+0.530
  • MYC_TARGETS_V2+0.490
  • INTERFERON_GAMMA_RESPONSE+0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.380
  • DNA_REPAIR+0.360
  • UNFOLDED_PROTEIN_RESPONSE+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.350

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.190
  • ESTROGEN_RESPONSE_EARLY-0.190
  • KRAS_SIGNALING_DN-0.180
  • HEDGEHOG_SIGNALING-0.150
  • FATTY_ACID_METABOLISM-0.130
  • HEME_METABOLISM-0.080
  • WNT_BETA_CATENIN_SIGNALING-0.060
  • APICAL_SURFACE-0.040
  • PEROXISOME-0.030
  • ADIPOGENESIS-0.020

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
1fca4c327-dfab-4455-84a8-f890a7326132
colon-landscapes@1
0.917
291E04630-B2A7-448E-8C80-580818C9D7E6
brain-umap@2
0.904
36B8CAF74-45C6-4C20-8126-A99F73346198
brain-umap@2
0.900
41B940F72-3C90-43C4-9267-185F21D10AC9
brain-umap@2
0.891
5TCGA-UY-A8OB-01A-12R-A42T-07
bladder-landscape@3
0.888
6E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.888
7D1729A17-148B-4C58-BEB5-7C4349A0E920
brain-umap@2
0.887
8SRR1516056
bladder-landscape@3
0.886
9SRR12696771
melanoma-umap@29
0.884
10SRR934839
brain-umap@2
0.882

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.590Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.580Inavolisib— uncovered
MYC_TARGETS_V10.570Inavolisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
MYC_TARGETS_V20.490Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.380Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.360Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered