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

TCGA-ZF-AA5P-01A-11R-A39I-07

97222969-4ed6-5992-a9fe-07971645dde9

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
12.22076216
os_event
false
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.540
  • MYOGENESIS+0.470
  • ANGIOGENESIS+0.440
  • COAGULATION+0.420
  • IL6_JAK_STAT3_SIGNALING+0.420
  • INFLAMMATORY_RESPONSE+0.420
  • KRAS_SIGNALING_UP+0.350
  • IL2_STAT5_SIGNALING+0.330
  • UV_RESPONSE_DN+0.320

Top 10 suppressed

  • E2F_TARGETS-0.580
  • MYC_TARGETS_V1-0.560
  • G2M_CHECKPOINT-0.510
  • PROTEIN_SECRETION-0.460
  • MYC_TARGETS_V2-0.390
  • DNA_REPAIR-0.360
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • MTORC1_SIGNALING-0.320
  • MITOTIC_SPINDLE-0.300
  • GLYCOLYSIS-0.280

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-K4-A83P-01A-11R-A352-07
bladder-landscape@3
0.942
2TCGA-98-A53D-01A-32R-A262-07
lung-landscapes@6
cohortMD20.937
3C3L-00412
lung-landscapes@6
cohortA10.920
4TCGA-CN-4728-01A-01R-1436-07
head-neck@1
0.916
5DRR168569
bladder-landscape@3
0.910
6TCGA-XF-AAME-01A-12R-A42T-07
bladder-landscape@3
0.910
7TCGA-CN-5358-01A-01R-1514-07
head-neck@1
0.907
8GSM5359443
bladder-landscape@3
0.907
9SRR12202494
bladder-landscape@3
0.905
10TCGA-LL-A440-01A-11R-A24H-07
breast-umap@18
A0.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.540Inavolisib— uncovered
MYOGENESIS0.470Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
COAGULATION0.420Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
IL2_STAT5_SIGNALING0.330Idelalisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
APICAL_JUNCTION0.240Inavolisib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.180Inavolisib— uncovered
HYPOXIA0.180Idelalisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered