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

20150075.TNBC

· A

8a80f6bc-ae3c-5cbe-ae69-6418aeb6686e

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.550
  • G2M_CHECKPOINT+0.490
  • MYC_TARGETS_V2+0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.310
  • ANGIOGENESIS+0.280
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • INTERFERON_ALPHA_RESPONSE+0.260
  • IL6_JAK_STAT3_SIGNALING+0.250

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.420
  • ESTROGEN_RESPONSE_LATE-0.370
  • APICAL_SURFACE-0.250
  • PROTEIN_SECRETION-0.250
  • OXIDATIVE_PHOSPHORYLATION-0.210
  • PEROXISOME-0.160
  • BILE_ACID_METABOLISM-0.140
  • KRAS_SIGNALING_DN-0.140
  • P53_PATHWAY-0.130
  • HEME_METABOLISM-0.110

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-EW-A1OW-01A-21R-A144-07
breast-umap@18
E0.801
2DRR168594
bladder-landscape@3
0.799
3GSM5359424
bladder-landscape@3
0.794
44d36189e-fe88-4cfb-970b-a51b8e9e0783
melanoma-umap@29
0.747
520040077.TNBC
breast-umap@18
E0.740
6SRR12202482
bladder-landscape@3
0.739
7R418
bladder-landscape@3
0.723
8TCGA-A2-A0CM-01A-31R-A034-07
breast-umap@18
E0.722
9TCGA-A2-A0D2-01A-21R-A034-07
breast-umap@18
E0.722
10SRR934852
brain-umap@2
0.715

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
E2F_TARGETS0.550Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.350Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.310Inavolisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.260Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.190Inavolisib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.160Idelalisib— uncovered
HYPOXIA0.150Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.150Idelalisib— uncovered
DNA_REPAIR0.140Idelalisib— uncovered