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

TCGA-QK-A8ZA-01A-11R-A39I-07

74a5919f-7706-55a0-9603-6987db41134c

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
0.084703196
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

  • SPERMATOGENESIS+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.290
  • PROTEIN_SECRETION+0.280
  • E2F_TARGETS+0.270
  • PANCREAS_BETA_CELLS+0.270
  • MYC_TARGETS_V1+0.230
  • G2M_CHECKPOINT+0.220
  • XENOBIOTIC_METABOLISM+0.190
  • MTORC1_SIGNALING+0.170
  • BILE_ACID_METABOLISM+0.130

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.520
  • ANGIOGENESIS-0.480
  • INTERFERON_ALPHA_RESPONSE-0.460
  • ALLOGRAFT_REJECTION-0.450
  • INTERFERON_GAMMA_RESPONSE-0.440
  • INFLAMMATORY_RESPONSE-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • MYOGENESIS-0.340
  • APICAL_JUNCTION-0.330
  • COAGULATION-0.330

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
1fd49c74b-2a85-46cd-aaa0-dbd2f1284947
colon-landscapes@1
0.894
2R288
bladder-landscape@3
0.892
3SRR1516065
bladder-landscape@3
0.882
4SRR10900014
melanoma-umap@29
0.881
5TCGA-CR-6472-01A-11R-1873-07
head-neck@1
0.881
6DRR168591
bladder-landscape@3
0.881
7R55
bladder-landscape@3
0.879
8SRR26320088
bladder-landscape@3
0.878
9R150
bladder-landscape@3
0.875
1020040104.LumB
breast-umap@18
B0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
PANCREAS_BETA_CELLS0.270Cobimetinib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
G2M_CHECKPOINT0.220Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.190Inavolisib— uncovered
MTORC1_SIGNALING0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
UV_RESPONSE_UP0.060Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered