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

MBCProject_0943_T1_RNA

· B

ac13a464-0e56-5965-b15f-2148d9e98e78

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

  • PANCREAS_BETA_CELLS+0.430
  • PROTEIN_SECRETION+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.310
  • ANGIOGENESIS+0.290
  • MYC_TARGETS_V1+0.280
  • HEDGEHOG_SIGNALING+0.210
  • ESTROGEN_RESPONSE_EARLY+0.190
  • E2F_TARGETS+0.150
  • UV_RESPONSE_DN+0.150
  • OXIDATIVE_PHOSPHORYLATION+0.140

Top 10 suppressed

  • MYC_TARGETS_V2-0.350
  • HYPOXIA-0.340
  • ALLOGRAFT_REJECTION-0.330
  • INTERFERON_GAMMA_RESPONSE-0.310
  • KRAS_SIGNALING_DN-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • INFLAMMATORY_RESPONSE-0.290
  • INTERFERON_ALPHA_RESPONSE-0.280
  • ADIPOGENESIS-0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250

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-B6-A0WT-01A-11R-A109-07
breast-umap@18
B0.732
2TCGA-BH-A1ES-01A-11R-A137-07
breast-umap@18
B0.729
3TCGA-AR-A24L-01A-11R-A169-07
breast-umap@18
B0.711
4SRR25617938
breast-umap@18
B0.695
5TCGA-B6-A0IM-01A-11R-A034-07
breast-umap@18
B0.686
6TCGA-BH-A204-01A-11R-A157-07
breast-umap@18
B0.666
7TCGA-33-4533-01A-01R-1201-07
lung-landscapes@6
cohortMD10.660
8ERR2598214
medullo-epn-umap@date-based
fetalfetal0.660
9TCGA-BH-A1FM-01A-11R-A13Q-07
breast-umap@18
B0.652
10SRR25617914
breast-umap@18
C0.650

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.430Cobimetinib— uncovered
PROTEIN_SECRETION0.390Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.310Inavolisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
E2F_TARGETS0.150Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.140Remibrutinib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
G2M_CHECKPOINT0.070Inavolisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
MITOTIC_SPINDLE0.050Inavolisib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered