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

TCGA-ZF-AA4U-01A-11R-A38B-07

fe1eea7a-aee2-5813-9900-d027d1d16258

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
8.607095926
os_event
true
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

  • OXIDATIVE_PHOSPHORYLATION+0.320
  • MYC_TARGETS_V1+0.300
  • MYC_TARGETS_V2+0.240
  • PEROXISOME+0.240
  • PROTEIN_SECRETION+0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200
  • FATTY_ACID_METABOLISM+0.180
  • GLYCOLYSIS+0.170
  • CHOLESTEROL_HOMEOSTASIS+0.150
  • TGF_BETA_SIGNALING+0.150

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • ANGIOGENESIS-0.470
  • INFLAMMATORY_RESPONSE-0.390
  • HEDGEHOG_SIGNALING-0.370
  • ALLOGRAFT_REJECTION-0.360
  • MYOGENESIS-0.330
  • G2M_CHECKPOINT-0.310
  • E2F_TARGETS-0.280
  • KRAS_SIGNALING_UP-0.280
  • IL2_STAT5_SIGNALING-0.250

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
1ULC1533T_S61
lung-landscapes@6
cohortA20.849
2SRR33346942
bladder-landscape@3
0.848
3TCGA-A8-A06Y-01A-21R-A00Z-07
breast-umap@18
B0.844
4TCGA-4Z-AA89-01A-11R-A39I-07
bladder-landscape@3
0.841
5TCGA-E7-A5KF-01A-11R-A28M-07
bladder-landscape@3
0.837
6SRR6013506
lung-landscapes@6
cohortA20.832
7ee24b470-4509-4687-a91e-6d2b967336b9
colon-landscapes@1
0.827
8X08d41e55.6d66.4e03.9dc3.3743f3da0453
lung-landscapes@6
cohortA20.823
937b95452-c6ab-48f9-abd4-521b33596657
colon-landscapes@1
0.814
10TCGA-BH-A18S-01A-11R-A12D-07
breast-umap@18
B0.814

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.320Remibrutinib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
MYC_TARGETS_V20.240Idelalisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
DNA_REPAIR0.060Idelalisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
ANDROGEN_RESPONSE0.040Inavolisib— uncovered
HEME_METABOLISM0.040Temsirolimus— uncovered
P53_PATHWAY0.040Idelalisib— uncovered
HYPOXIA0.020Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.020Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.020Inavolisib— uncovered