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

20020023.TNBC

· E

bf29e0c5-caf3-5418-b593-671cd8ac4f26

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

  • MYC_TARGETS_V2+0.440
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • MYC_TARGETS_V1+0.280
  • TGF_BETA_SIGNALING+0.280
  • ANGIOGENESIS+0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.170
  • PROTEIN_SECRETION+0.150
  • WNT_BETA_CATENIN_SIGNALING+0.130
  • HYPOXIA+0.100
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.400
  • ESTROGEN_RESPONSE_EARLY-0.320
  • INFLAMMATORY_RESPONSE-0.310
  • APOPTOSIS-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.260
  • APICAL_SURFACE-0.230
  • P53_PATHWAY-0.230
  • ESTROGEN_RESPONSE_LATE-0.220
  • COMPLEMENT-0.210

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-XF-A9T0-01A-11R-A39I-07
bladder-landscape@3
0.780
259c50e1e-fc77-441e-93c2-f69c013f362c
melanoma-umap@29
0.748
3SRR10900568
melanoma-umap@29
0.740
4C3N-03076
lung-landscapes@6
cohortMD10.739
5350f38a2-e597-494a-a387-975814453726
melanoma-umap@29
0.734
625f272b8-11f5-4edc-9c54-f4115fc0a5de
melanoma-umap@29
0.733
7a7e776a3-4159-4cf7-8e05-2c2202330f58
melanoma-umap@29
0.733
8SRR11296878
colon-landscapes@1
0.732
9b1802901-fe29-4665-b960-ca263cba9243
melanoma-umap@29
0.722
1020120131.TNBC
breast-umap@18
E0.719

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
MYC_TARGETS_V20.440Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.130Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
MITOTIC_SPINDLE0.070Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
G2M_CHECKPOINT0.030Inavolisib— uncovered