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

MBCProject_2346_T1_RNA

· B

9366d7a7-6bb6-5393-a52a-5c3995086902

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
B
subtype
B

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_V1+0.260
  • PROTEIN_SECRETION+0.180
  • SPERMATOGENESIS+0.180
  • TGF_BETA_SIGNALING+0.180
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.170
  • DNA_REPAIR+0.150
  • E2F_TARGETS+0.140
  • G2M_CHECKPOINT+0.120
  • UV_RESPONSE_DN+0.110
  • ANDROGEN_RESPONSE+0.050

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.520
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.460
  • ALLOGRAFT_REJECTION-0.430
  • IL6_JAK_STAT3_SIGNALING-0.380
  • COMPLEMENT-0.350
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • UV_RESPONSE_UP-0.310
  • INFLAMMATORY_RESPONSE-0.300
  • IL2_STAT5_SIGNALING-0.290

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
1R157
bladder-landscape@3
0.832
2TCGA-AR-A24K-01A-11R-A169-07
breast-umap@18
B0.823
3s0122172
melanoma-umap@29
0.815
4MBCProject_6127_T1_RNA
breast-umap@18
B0.812
5TCGA-BH-A204-01A-11R-A157-07
breast-umap@18
B0.811
662b39052-bdb9-4ba6-9eb0-f117480c98a8
melanoma-umap@29
0.810
7ERR2208889
melanoma-umap@29
0.805
8BS_4CP4T22V
brain-umap@2
medulloblastoma0.803
9SRR10900006
melanoma-umap@29
0.801
10SRR5088922
melanoma-umap@29
0.799

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
MYC_TARGETS_V10.260Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
G2M_CHECKPOINT0.120Inavolisib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
ANDROGEN_RESPONSE0.050Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.050Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.040Idelalisib— uncovered
MITOTIC_SPINDLE0.030Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered