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

20120172.TNBC

· E

a75614df-369b-5b53-ba44-1c56655a5b7e

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

  • G2M_CHECKPOINT+0.560
  • E2F_TARGETS+0.540
  • MYC_TARGETS_V2+0.440
  • MITOTIC_SPINDLE+0.350
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • MYC_TARGETS_V1+0.270
  • NOTCH_SIGNALING+0.200
  • HEDGEHOG_SIGNALING+0.100
  • TNFA_SIGNALING_VIA_NFKB+0.090
  • KRAS_SIGNALING_DN+0.080

Top 10 suppressed

  • PROTEIN_SECRETION-0.440
  • INTERFERON_ALPHA_RESPONSE-0.430
  • ADIPOGENESIS-0.370
  • ANDROGEN_RESPONSE-0.350
  • FATTY_ACID_METABOLISM-0.320
  • INTERFERON_GAMMA_RESPONSE-0.300
  • APOPTOSIS-0.290
  • BILE_ACID_METABOLISM-0.290
  • ANGIOGENESIS-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.270

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-E9-A1N8-01A-11R-A144-07
breast-umap@18
E0.868
2SRR8613730
breast-umap@18
D0.856
3TCGA-B6-A0IQ-01A-11R-A034-07
breast-umap@18
E0.843
4SRR10842373
melanoma-umap@29
0.827
5SRR29022831
breast-umap@18
E0.816
6MNG465
mng-umap@100
0.812
7SRR8518126
breast-umap@18
E0.811
8TCGA-A1-A0SK-01A-12R-A084-07
breast-umap@18
E0.810
9SRR8752373
head-neck@1
0.810
10BS_QB84TBA3
brain-umap@2
high-grade glioma0.802

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.560Inavolisib— uncovered
E2F_TARGETS0.540Inavolisib— uncovered
MYC_TARGETS_V20.440Idelalisib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
HYPOXIA0.040Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.040Inavolisib— uncovered
GLYCOLYSIS0.010Inavolisib— uncovered
SPERMATOGENESIS0.010Inavolisib— uncovered