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

TCGA-GC-A3WC-01A-31R-A22U-07

fa2eae8d-cafa-5807-8664-24e6c150e490

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
overall_survival_months
17.73981603
os_event
false
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

  • INTERFERON_ALPHA_RESPONSE+0.510
  • INTERFERON_GAMMA_RESPONSE+0.490
  • ALLOGRAFT_REJECTION+0.470
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.340
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.270
  • G2M_CHECKPOINT+0.250
  • COMPLEMENT+0.240
  • KRAS_SIGNALING_DN+0.220
  • KRAS_SIGNALING_UP+0.180

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.370
  • DNA_REPAIR-0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270
  • PEROXISOME-0.230
  • HYPOXIA-0.210
  • GLYCOLYSIS-0.190
  • ESTROGEN_RESPONSE_EARLY-0.180
  • NOTCH_SIGNALING-0.180
  • OXIDATIVE_PHOSPHORYLATION-0.160
  • PROTEIN_SECRETION-0.160

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
1BSR_10_0136_B1_S95
breast-umap@18
D0.802
27d3b4d06-1249-4a85-a66a-387d4e2e2cb2
melanoma-umap@29
0.801
3TCGA-BH-A18V-06A-11R-A213-07
breast-umap@18
D0.793
4TCGA-AR-A1AW-01A-21R-A12P-07
breast-umap@18
D0.790
5TCGA-A2-A0ST-01A-12R-A084-07
breast-umap@18
D0.788
6C3L-02969
lung-landscapes@6
cohortSQ20.780
7C3N-02922
lung-landscapes@6
cohortMD20.775
8TCGA-E9-A1ND-01A-11R-A144-07
breast-umap@18
E0.775
9TCGA-C8-A12V-01A-11R-A115-07
breast-umap@18
D0.771
10b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.767

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.270Idelalisib— uncovered
G2M_CHECKPOINT0.250Inavolisib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
E2F_TARGETS0.150Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.130Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.110Inavolisib— uncovered
IL2_STAT5_SIGNALING0.090Idelalisib— uncovered
MTORC1_SIGNALING0.090Inavolisib— uncovered
UV_RESPONSE_DN0.070Inavolisib— uncovered
HEDGEHOG_SIGNALING0.060Inavolisib— uncovered
HEME_METABOLISM0.040Temsirolimus— uncovered
MYOGENESIS0.030Inavolisib— uncovered