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

TCGA-95-7948-01A-11R-2187-07

· cohortA1

e956a7c9-3005-5eab-ab23-70e5ac292eee

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
cohortA1
subtype
cohortA1
age_years
42

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+0.370
  • MYC_TARGETS_V2+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.160
  • NOTCH_SIGNALING+0.150
  • ADIPOGENESIS+0.140
  • DNA_REPAIR+0.140
  • MYC_TARGETS_V1+0.120
  • PEROXISOME+0.030
  • UV_RESPONSE_UP+0.030
  • HEME_METABOLISM+0.010

Top 10 suppressed

  • G2M_CHECKPOINT-0.450
  • ALLOGRAFT_REJECTION-0.410
  • E2F_TARGETS-0.410
  • IL6_JAK_STAT3_SIGNALING-0.390
  • INFLAMMATORY_RESPONSE-0.390
  • MITOTIC_SPINDLE-0.380
  • COMPLEMENT-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.370
  • IL2_STAT5_SIGNALING-0.370
  • TNFA_SIGNALING_VIA_NFKB-0.360

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-21-1078-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.872
2SRR23303735
bladder-landscape@3
0.841
3TCGA-DK-A6B0-01A-11R-A31N-07
bladder-landscape@3
0.829
4DRR168599
bladder-landscape@3
0.827
5TCGA-GM-A2DC-01A-11R-A18M-07
breast-umap@18
B0.822
6cf2834ac-00ed-4372-be25-042f38241196
melanoma-umap@29
0.813
7GSM5359423
bladder-landscape@3
0.813
8TCGA-E7-A678-01A-11R-A30C-07
bladder-landscape@3
0.811
9TCGA-LL-A6FP-01A-11R-A31O-07
breast-umap@18
B0.809
10BS_VJVDJABP
brain-umap@2
Embryonal tumors0.809

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
DNA_REPAIR0.140Idelalisib— uncovered
MYC_TARGETS_V10.120Inavolisib— uncovered
PEROXISOME0.030Idelalisib— uncovered
UV_RESPONSE_UP0.030Idelalisib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered