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

R398

d9eb6f67-b4d6-54ff-a939-d808d42b37de

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
3
sex
Male

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+0.480
  • ALLOGRAFT_REJECTION+0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.460
  • G2M_CHECKPOINT+0.460
  • MYC_TARGETS_V2+0.460
  • INTERFERON_ALPHA_RESPONSE+0.420
  • INTERFERON_GAMMA_RESPONSE+0.410
  • MYC_TARGETS_V1+0.410
  • MITOTIC_SPINDLE+0.370
  • IL6_JAK_STAT3_SIGNALING+0.350

Top 10 suppressed

  • PROTEIN_SECRETION-0.260
  • BILE_ACID_METABOLISM-0.200
  • PEROXISOME-0.120
  • KRAS_SIGNALING_DN-0.110
  • PANCREAS_BETA_CELLS-0.050
  • XENOBIOTIC_METABOLISM-0.040
  • SPERMATOGENESIS+0.010
  • HEME_METABOLISM+0.020
  • UV_RESPONSE_DN+0.040
  • NOTCH_SIGNALING+0.060

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
1TCGA-66-2765-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.892
2AF0A7BAA-D031-4C9F-91B7-7034F2C49D72
brain-umap@2
0.892
3TCGA-G2-A2ES-01A-11R-A180-07
bladder-landscape@3
0.889
4TCGA-EW-A1P4-01A-21R-A144-07
breast-umap@18
E0.885
56e639239-cdae-4412-880f-ef813a956ff7
colon-landscapes@1
0.884
6SRR1516056
bladder-landscape@3
0.880
7SRR1516055
bladder-landscape@3
0.877
8795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.875
981B10E10-884A-46EB-9F28-758D805FB9B1
brain-umap@2
0.873
10TCGA-XF-A9T8-01A-11R-A39I-07
bladder-landscape@3
0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.480Inavolisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
G2M_CHECKPOINT0.460Inavolisib— uncovered
MYC_TARGETS_V20.460Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.410Idelalisib— uncovered
MYC_TARGETS_V10.410Inavolisib— uncovered
MITOTIC_SPINDLE0.370Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
IL2_STAT5_SIGNALING0.280Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.260Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
UV_RESPONSE_UP0.240Idelalisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered