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

MBCproject_0095_T3_RNA

· E

87b121fd-f4be-525f-bf19-ea1516f68077

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

  • INTERFERON_ALPHA_RESPONSE+0.680
  • INTERFERON_GAMMA_RESPONSE+0.620
  • ALLOGRAFT_REJECTION+0.540
  • E2F_TARGETS+0.540
  • MYC_TARGETS_V2+0.530
  • G2M_CHECKPOINT+0.460
  • MYC_TARGETS_V1+0.460
  • INFLAMMATORY_RESPONSE+0.350
  • IL6_JAK_STAT3_SIGNALING+0.340
  • MITOTIC_SPINDLE+0.240

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.430
  • ESTROGEN_RESPONSE_EARLY-0.420
  • UV_RESPONSE_DN-0.400
  • ANGIOGENESIS-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.370
  • FATTY_ACID_METABOLISM-0.370
  • ANDROGEN_RESPONSE-0.320
  • PROTEIN_SECRETION-0.290
  • ADIPOGENESIS-0.280
  • COAGULATION-0.280

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
1SRR8613746
breast-umap@18
D0.919
2MBCProject_5971_T1_RNA
breast-umap@18
D0.917
3TCGA-E2-A1II-01A-11R-A144-07
breast-umap@18
E0.914
4TCGA-E2-A1LI-01A-12R-A157-07
breast-umap@18
E0.904
5TCGA-OL-A5D7-01A-11R-A27Q-07
breast-umap@18
E0.902
6TCGA-BH-A1FC-01A-11R-A13Q-07
breast-umap@18
E0.894
720100125.TNBC
breast-umap@18
E0.892
820030081.TNBC
breast-umap@18
D0.888
9TCGA-AC-A6IW-01A-12R-A33J-07
breast-umap@18
E0.886
10TCGA-90-A4EE-01A-11R-A24Z-07
lung-landscapes@6
cohortSQ10.872

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
INTERFERON_ALPHA_RESPONSE0.680Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.620Idelalisib— uncovered
ALLOGRAFT_REJECTION0.540Idelalisib— uncovered
E2F_TARGETS0.540Inavolisib— uncovered
MYC_TARGETS_V20.530Idelalisib— uncovered
G2M_CHECKPOINT0.460Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
COMPLEMENT0.170Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.150Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
IL2_STAT5_SIGNALING0.080Idelalisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered