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

20130367.TNBC

· E

e3be02ab-d046-5fb7-8556-c8fad9f0efc4

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
E
subtype
E

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+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • E2F_TARGETS+0.340
  • HYPOXIA+0.340
  • WNT_BETA_CATENIN_SIGNALING+0.330
  • GLYCOLYSIS+0.320
  • APICAL_JUNCTION+0.310
  • APICAL_SURFACE+0.300
  • COAGULATION+0.260
  • G2M_CHECKPOINT+0.260

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.240
  • ALLOGRAFT_REJECTION-0.230
  • BILE_ACID_METABOLISM-0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.200
  • PANCREAS_BETA_CELLS-0.180
  • FATTY_ACID_METABOLISM-0.160
  • PEROXISOME-0.160
  • CHOLESTEROL_HOMEOSTASIS-0.100
  • ESTROGEN_RESPONSE_LATE-0.090
  • ADIPOGENESIS-0.080

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-BH-A0WA-01A-11R-A109-07
breast-umap@18
E0.739
2SRR650184
bladder-landscape@3
0.734
3TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.731
4SRR650185
bladder-landscape@3
0.730
5TCGA-D8-A13Z-01A-11R-A115-07
breast-umap@18
C0.727
6TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.726
7TCGA-CV-6950-01A-11R-1915-07
head-neck@1
0.720
8TCGA-77-8136-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.707
9TCGA-EW-A1OW-01A-21R-A144-07
breast-umap@18
E0.707
10TCGA-CN-5363-01A-01R-1436-07
head-neck@1
0.706

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
HYPOXIA0.340Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.330Inavolisib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
COAGULATION0.260Binimetinib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.240Idelalisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
TGF_BETA_SIGNALING0.190Inavolisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.140Idelalisib— uncovered