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

TCGA-05-4397-01A-01R-1206-07

· cohortA4

7ec30f10-de1a-5e31-9a30-2215b552a7f5

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
cohortA4
subtype
cohortA4
age_years
65

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+0.550
  • E2F_TARGETS+0.530
  • INTERFERON_ALPHA_RESPONSE+0.510
  • G2M_CHECKPOINT+0.430
  • DNA_REPAIR+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.330
  • FATTY_ACID_METABOLISM+0.300
  • INTERFERON_GAMMA_RESPONSE+0.290
  • ADIPOGENESIS+0.270
  • BILE_ACID_METABOLISM+0.240

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.480
  • ANGIOGENESIS-0.440
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • UV_RESPONSE_DN-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • KRAS_SIGNALING_UP-0.360
  • HEDGEHOG_SIGNALING-0.310
  • APICAL_JUNCTION-0.280
  • APOPTOSIS-0.270

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-55-1596-01A-01R-0946-07
lung-landscapes@6
cohortA40.887
2SRR12475167
colon-landscapes@1
0.863
3TCGA-BB-A6UM-01A-12R-A34R-07
head-neck@1
0.849
4TCGA-66-2763-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.847
5MNG171
mng-umap@100
0.831
6SRR23303773
bladder-landscape@3
0.830
7SRR8942934
bladder-landscape@3
0.824
8TCGA-C8-A12U-01A-11R-A115-07
breast-umap@18
B0.824
9SRR12202422
bladder-landscape@3
0.818
10SRR8613729
breast-umap@18
E0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.550Remibrutinib— uncovered
E2F_TARGETS0.530Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.330Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
MYC_TARGETS_V10.210Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
HEME_METABOLISM0.170Temsirolimus— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
PEROXISOME0.150Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered