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

BSR_03_0022_A2_S92

· C

b5d27c2d-7c0c-5874-8d94-199e08358ffb

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

  • PROTEIN_SECRETION+0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • E2F_TARGETS+0.360
  • MTORC1_SIGNALING+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • G2M_CHECKPOINT+0.280
  • ANDROGEN_RESPONSE+0.220
  • DNA_REPAIR+0.220
  • ADIPOGENESIS+0.210

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.390
  • INTERFERON_GAMMA_RESPONSE-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • KRAS_SIGNALING_UP-0.180
  • IL2_STAT5_SIGNALING-0.160
  • IL6_JAK_STAT3_SIGNALING-0.150
  • KRAS_SIGNALING_DN-0.150
  • HEDGEHOG_SIGNALING-0.140
  • TNFA_SIGNALING_VIA_NFKB-0.140
  • COMPLEMENT-0.110

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-AC-A23H-01A-11R-A157-07
breast-umap@18
C0.810
2TCGA-78-7150-01A-21R-2039-07
lung-landscapes@6
cohortA40.789
3TCGA-D8-A1XJ-01A-11R-A14M-07
breast-umap@18
C0.778
4SRR934967
brain-umap@2
0.751
5TCGA-C8-A12Z-01A-11R-A115-07
breast-umap@18
C0.749
6TCGA-E9-A1N6-01A-11R-A144-07
breast-umap@18
C0.745
7DRR168580
bladder-landscape@3
0.745
8SRR12696752
melanoma-umap@29
0.743
9SRR5903549
lung-landscapes@6
cohortA40.742
10SRR8518424
breast-umap@18
C0.740

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.420Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
G2M_CHECKPOINT0.280Inavolisib— uncovered
ANDROGEN_RESPONSE0.220Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
UV_RESPONSE_UP0.190Idelalisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
MYC_TARGETS_V20.120Idelalisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered