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

TCGA-55-8505-01A-11R-2403-07

· cohortA4

cf6844a2-67e9-5132-920c-5fb15dff14f8

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
62

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
  • ANGIOGENESIS+0.380
  • GLYCOLYSIS+0.370
  • COAGULATION+0.360
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • XENOBIOTIC_METABOLISM+0.340
  • ADIPOGENESIS+0.300
  • ESTROGEN_RESPONSE_EARLY+0.300
  • HYPOXIA+0.280
  • PANCREAS_BETA_CELLS+0.270

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.460
  • E2F_TARGETS-0.450
  • MYC_TARGETS_V1-0.440
  • INTERFERON_GAMMA_RESPONSE-0.420
  • INTERFERON_ALPHA_RESPONSE-0.400
  • DNA_REPAIR-0.340
  • G2M_CHECKPOINT-0.330
  • MYC_TARGETS_V2-0.310
  • IL2_STAT5_SIGNALING-0.120
  • INFLAMMATORY_RESPONSE-0.120

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
120060030.TNBC
breast-umap@18
F0.853
2SRR8613707
breast-umap@18
C0.845
3TCGA-FD-A3SM-01A-11R-A22U-07
bladder-landscape@3
0.832
4TCGA-A2-A04W-01A-31R-A115-07
breast-umap@18
C0.825
5SRR8518340
breast-umap@18
F0.821
6TCGA-CV-7177-01A-11R-2016-07
head-neck@1
0.818
720050118.TNBC
breast-umap@18
F0.814
8SRR8613710
breast-umap@18
F0.810
9SRR8518146
breast-umap@18
F0.807
10TCGA-OL-A5D6-01A-21R-A27Q-07
breast-umap@18
F0.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
ANGIOGENESIS0.380Remibrutinib— uncovered
GLYCOLYSIS0.370Inavolisib— uncovered
COAGULATION0.360Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.340Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
PANCREAS_BETA_CELLS0.270Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
BILE_ACID_METABOLISM0.230Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered