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

TCGA-4H-AAAK-01A-12R-A41B-07

· A

f43a4fd4-1880-552e-86c6-0143e0198934

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
A
subtype
A
overall_survival_months
12

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • UV_RESPONSE_DN+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • APICAL_JUNCTION+0.280
  • TGF_BETA_SIGNALING+0.250
  • APICAL_SURFACE+0.230
  • COAGULATION+0.230
  • MYOGENESIS+0.230
  • HEDGEHOG_SIGNALING+0.220
  • MYC_TARGETS_V2+0.200

Top 10 suppressed

  • MTORC1_SIGNALING-0.440
  • PROTEIN_SECRETION-0.430
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • G2M_CHECKPOINT-0.330
  • PEROXISOME-0.320
  • ADIPOGENESIS-0.310
  • E2F_TARGETS-0.310
  • MYC_TARGETS_V1-0.310
  • FATTY_ACID_METABOLISM-0.290
  • HEME_METABOLISM-0.240

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-56-8626-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.838
2s0122297
melanoma-umap@29
0.833
312305e97-f72f-4de7-9735-4cdbecb60296
melanoma-umap@29
0.826
4SRR8613760
breast-umap@18
E0.826
5R116
bladder-landscape@3
0.822
6TCGA-55-8614-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.821
7SRR5088831
melanoma-umap@29
0.821
8TCGA-85-8350-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.820
97900174d-af00-444f-a5b2-226a45f7e76a
colon-landscapes@1
0.820
103843de1d-0eaa-48af-be58-903fcf2e5f89
colon-landscapes@1
0.814

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
UV_RESPONSE_DN0.310Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
COAGULATION0.230Binimetinib— uncovered
MYOGENESIS0.230Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
HYPOXIA0.160Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered