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

20140163.TNBC

· D

35e4d4e3-b041-5e12-b443-0deac6302b6b

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • G2M_CHECKPOINT+0.400
  • MITOTIC_SPINDLE+0.380
  • E2F_TARGETS+0.370
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • PROTEIN_SECRETION+0.290
  • CHOLESTEROL_HOMEOSTASIS+0.230
  • UV_RESPONSE_DN+0.230
  • ANDROGEN_RESPONSE+0.220
  • ALLOGRAFT_REJECTION+0.200

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.240
  • ADIPOGENESIS-0.230
  • ESTROGEN_RESPONSE_EARLY-0.220
  • BILE_ACID_METABOLISM-0.180
  • MYC_TARGETS_V2-0.140
  • DNA_REPAIR-0.130
  • FATTY_ACID_METABOLISM-0.130
  • PEROXISOME-0.130
  • XENOBIOTIC_METABOLISM-0.130
  • ESTROGEN_RESPONSE_LATE-0.100

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-A0AV-01A-31R-A115-07
breast-umap@18
E0.852
2TCGA-85-8353-01A-21R-2296-07
lung-landscapes@6
cohortSQ10.817
3TCGA-CU-A0YN-01A-21R-A10U-07
bladder-landscape@3
0.816
4TCGA-56-6545-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.790
5247323b2-dc45-427e-bc41-c33f2fbbe77b
melanoma-umap@29
0.789
6TCGA-BH-A1FU-01A-11R-A14D-07
breast-umap@18
C0.785
7TCGA-CV-6959-01A-11R-1915-07
head-neck@1
0.776
8DRR168559
bladder-landscape@3
0.773
9TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.770
10TCGA-AO-A0J4-01A-11R-A034-07
breast-umap@18
E0.770

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
PROTEIN_SECRETION0.290Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.220Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
TGF_BETA_SIGNALING0.190Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.180Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered