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

TCGA-S3-AA15-01A-11R-A41B-07

· D

bf8ffbc6-74c5-5b68-837b-402e9697fd14

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
D
subtype
D
overall_survival_months
18
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.530
  • IL6_JAK_STAT3_SIGNALING+0.490
  • INFLAMMATORY_RESPONSE+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • INTERFERON_GAMMA_RESPONSE+0.390
  • WNT_BETA_CATENIN_SIGNALING+0.360
  • KRAS_SIGNALING_UP+0.350
  • ANGIOGENESIS+0.340
  • IL2_STAT5_SIGNALING+0.300

Top 10 suppressed

  • PROTEIN_SECRETION-0.500
  • ESTROGEN_RESPONSE_EARLY-0.460
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • ESTROGEN_RESPONSE_LATE-0.330
  • PEROXISOME-0.320
  • FATTY_ACID_METABOLISM-0.290
  • MYC_TARGETS_V1-0.280
  • ANDROGEN_RESPONSE-0.210
  • DNA_REPAIR-0.190
  • TGF_BETA_SIGNALING-0.160

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-A2-A3XY-01A-11R-A239-07
breast-umap@18
D0.891
2TCGA-AC-A8OQ-01A-11R-A41B-07
breast-umap@18
D0.879
3TCGA-EW-A3U0-01A-11R-A22K-07
breast-umap@18
D0.862
4TCGA-E2-A1LH-01A-11R-A14D-07
breast-umap@18
E0.853
5R83
bladder-landscape@3
0.829
6X41226e40.d143.43b1.ac92.023809990077
lung-landscapes@6
cohortA10.827
7SRR25617829
breast-umap@18
D0.825
8TCGA-E2-A1LE-01A-12R-A19W-07
breast-umap@18
D0.821
9TCGA-AC-A3W5-01A-11R-A22K-07
breast-umap@18
D0.816
10TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.815

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.490Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.450Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.360Inavolisib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
MYOGENESIS0.290Inavolisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
COAGULATION0.260Binimetinib— uncovered
HYPOXIA0.250Idelalisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
KRAS_SIGNALING_DN0.180Remibrutinib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.110Inavolisib— uncovered