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

MBCProject_3717_T3_RNA

· B

6518e835-d3b5-52a8-9cb7-7ac781406d9c

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_V2+0.610
  • E2F_TARGETS+0.510
  • MYC_TARGETS_V1+0.440
  • G2M_CHECKPOINT+0.360
  • MTORC1_SIGNALING+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • SPERMATOGENESIS+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • DNA_REPAIR+0.250
  • UV_RESPONSE_UP+0.200

Top 10 suppressed

  • UV_RESPONSE_DN-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • TGF_BETA_SIGNALING-0.410
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • NOTCH_SIGNALING-0.350
  • COAGULATION-0.340
  • BILE_ACID_METABOLISM-0.320
  • APOPTOSIS-0.310
  • ANDROGEN_RESPONSE-0.300
  • KRAS_SIGNALING_UP-0.300

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-63-7023-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.882
2TCGA-22-5481-01A-31R-1949-07
lung-landscapes@6
cohortMD10.863
3SRR15030859
colon-landscapes@1
0.863
4ERR2208932
melanoma-umap@29
0.859
5AUR-AG0N-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.856
6TCGA-E7-A85H-01A-11R-A352-07
bladder-landscape@3
0.855
7504282dd-4fef-4f70-a709-6a545d00a263
colon-landscapes@1
0.854
8TCGA-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.853
9085e4228-8ed7-44d7-9ab5-8a096434b650
colon-landscapes@1
0.851
10TCGA-34-5231-01A-21R-1820-07
lung-landscapes@6
cohortSQ20.847

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_V20.610Idelalisib— uncovered
E2F_TARGETS0.510Inavolisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
GLYCOLYSIS0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered