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

MBCProject_2741_T1A_RNA

· C

dcb5f61a-3d0d-587a-aac0-3d4df53dcb28

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
C
subtype
C

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+0.470
  • PROTEIN_SECRETION+0.370
  • INTERFERON_GAMMA_RESPONSE+0.350
  • E2F_TARGETS+0.340
  • MTORC1_SIGNALING+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • CHOLESTEROL_HOMEOSTASIS+0.270
  • DNA_REPAIR+0.270
  • MYC_TARGETS_V1+0.250
  • ANDROGEN_RESPONSE+0.220

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • ANGIOGENESIS-0.460
  • HEDGEHOG_SIGNALING-0.460
  • PANCREAS_BETA_CELLS-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • TGF_BETA_SIGNALING-0.310
  • UV_RESPONSE_DN-0.310
  • APICAL_JUNCTION-0.280
  • MYOGENESIS-0.280
  • NOTCH_SIGNALING-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
181b828aa-cb06-4790-ba3e-efaa39f4eeef
colon-landscapes@1
0.848
2TCGA-55-1596-01A-01R-0946-07
lung-landscapes@6
cohortA40.846
3SRR29022827
breast-umap@18
C0.843
4TCGA-A8-A09M-01A-11R-A00Z-07
breast-umap@18
B0.823
5R135
bladder-landscape@3
0.820
6TCGA-BH-A0EE-01A-11R-A034-07
breast-umap@18
C0.811
7SRR8942934
bladder-landscape@3
0.811
8AUR-ADCB-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.810
920070130.TNBC
breast-umap@18
C0.807
10SRR17866821
colon-landscapes@1
0.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.270Remibrutinib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
ANDROGEN_RESPONSE0.220Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
G2M_CHECKPOINT0.220Inavolisib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered