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

20120197.TNBC

· D

8bc0be72-b32f-5dd7-bd7f-2aadcc6d6303

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
D
subtype
D

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.310
  • HEDGEHOG_SIGNALING+0.290
  • ANGIOGENESIS+0.280
  • MYOGENESIS+0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.240
  • E2F_TARGETS+0.200
  • NOTCH_SIGNALING+0.170
  • UV_RESPONSE_DN+0.170
  • G2M_CHECKPOINT+0.120
  • KRAS_SIGNALING_DN+0.110

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • PI3K_AKT_MTOR_SIGNALING-0.470
  • MTORC1_SIGNALING-0.450
  • ESTROGEN_RESPONSE_EARLY-0.420
  • INTERFERON_GAMMA_RESPONSE-0.420
  • PROTEIN_SECRETION-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • ESTROGEN_RESPONSE_LATE-0.370
  • CHOLESTEROL_HOMEOSTASIS-0.350
  • ANDROGEN_RESPONSE-0.340

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-58-8388-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.843
2a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.842
3SRR2777217
melanoma-umap@29
0.826
4TCGA-BA-4078-01A-01R-1436-07
head-neck@1
0.820
5SRR8613798
breast-umap@18
D0.816
6TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.809
7SRR8518444
breast-umap@18
D0.808
8TCGA-90-A4ED-01A-31R-A24Z-07
lung-landscapes@6
cohortMD10.801
9SRR6013547
lung-landscapes@6
cohortMD10.795
10SRR1313145
breast-umap@18
D0.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
HEDGEHOG_SIGNALING0.290Inavolisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
G2M_CHECKPOINT0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered