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

20120131.TNBC

· E

3c5da797-ecc8-5d73-b72f-953947317c5c

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+0.380
  • G2M_CHECKPOINT+0.330
  • E2F_TARGETS+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.240
  • UV_RESPONSE_DN+0.210
  • HEDGEHOG_SIGNALING+0.200
  • TGF_BETA_SIGNALING+0.200
  • PROTEIN_SECRETION+0.190
  • MYC_TARGETS_V1+0.180
  • MITOTIC_SPINDLE+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.550
  • ALLOGRAFT_REJECTION-0.470
  • INFLAMMATORY_RESPONSE-0.420
  • IL6_JAK_STAT3_SIGNALING-0.410
  • ESTROGEN_RESPONSE_EARLY-0.390
  • COMPLEMENT-0.370
  • ESTROGEN_RESPONSE_LATE-0.360
  • KRAS_SIGNALING_UP-0.350
  • IL2_STAT5_SIGNALING-0.320

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
1SRR9879265
lung-landscapes@6
cohortMD10.903
2TCGA-50-6591-01A-11R-1755-07
lung-landscapes@6
cohortMD10.899
3s0122172
melanoma-umap@29
0.885
462b39052-bdb9-4ba6-9eb0-f117480c98a8
melanoma-umap@29
0.885
5TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.882
6SRR8518262
breast-umap@18
E0.874
7TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.869
8TCGA-50-5931-01A-11R-1755-07
lung-landscapes@6
cohortMD10.868
9TCGA-34-5927-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.865
10SRR5088887
melanoma-umap@29
0.864

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.380Idelalisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
MITOTIC_SPINDLE0.170Inavolisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered