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

TCGA-D6-A74Q-01A-11R-A34R-07

4ecc7f7a-708a-5068-a303-3b8dbb004d21

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
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

  • MYC_TARGETS_V2+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.250
  • DNA_REPAIR+0.200
  • MYC_TARGETS_V1+0.150
  • P53_PATHWAY+0.120
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.100
  • APOPTOSIS+0.070
  • BILE_ACID_METABOLISM+0.070
  • TNFA_SIGNALING_VIA_NFKB+0.070
  • ADIPOGENESIS+0.060

Top 10 suppressed

  • PROTEIN_SECRETION-0.460
  • UV_RESPONSE_DN-0.390
  • ANDROGEN_RESPONSE-0.370
  • CHOLESTEROL_HOMEOSTASIS-0.320
  • MITOTIC_SPINDLE-0.310
  • TGF_BETA_SIGNALING-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.280
  • IL6_JAK_STAT3_SIGNALING-0.270
  • KRAS_SIGNALING_UP-0.250
  • PI3K_AKT_MTOR_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
1TCGA-CF-A47W-01A-11R-A23W-07
bladder-landscape@3
0.818
2TCGA-XF-AAN1-01A-31R-A42T-07
bladder-landscape@3
0.810
3TCGA-E2-A576-01A-11R-A31O-07
breast-umap@18
B0.793
4fa9f3cc6-06eb-4cfd-8f85-9d13df39d11e
melanoma-umap@29
0.790
5SRR5088856
melanoma-umap@29
0.782
6TCGA-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.781
7TCGA-GD-A6C6-01A-21R-A31N-07
bladder-landscape@3
0.775
8TCGA-MT-A67A-01A-11R-A30B-07
head-neck@1
0.773
9TCGA-PL-A8LY-01A-11R-A41B-07
breast-umap@18
A0.767
10SRR9879286
lung-landscapes@6
cohortSQ20.760

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.430Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.250Remibrutinib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
MYC_TARGETS_V10.150Inavolisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.070Inavolisib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.050Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.020Inavolisib— uncovered