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

BSR_18_0092_S48

· A

0a460a33-7a19-5b41-b138-c80f46552f85

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
A
subtype
A

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • UV_RESPONSE_DN+0.420
  • ANDROGEN_RESPONSE+0.280
  • BILE_ACID_METABOLISM+0.250
  • ESTROGEN_RESPONSE_EARLY+0.240
  • HEDGEHOG_SIGNALING+0.210
  • ANGIOGENESIS+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.170
  • HYPOXIA+0.160
  • PEROXISOME+0.140
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.550
  • INTERFERON_GAMMA_RESPONSE-0.450
  • E2F_TARGETS-0.380
  • G2M_CHECKPOINT-0.340
  • ALLOGRAFT_REJECTION-0.320
  • INFLAMMATORY_RESPONSE-0.300
  • PI3K_AKT_MTOR_SIGNALING-0.290
  • MTORC1_SIGNALING-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.210
  • MYC_TARGETS_V2-0.200

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
1BSR_08_0188_C3_S52
breast-umap@18
A0.859
287fad31a-da7d-4904-93bd-29a7290a316b
colon-landscapes@1
0.849
320030017.LumA
breast-umap@18
B0.843
4TCGA-AN-A0FS-01A-11R-A034-07
breast-umap@18
A0.823
5TCGA-BH-A0DO-01B-11R-A12D-07
breast-umap@18
A0.819
6TCGA-S3-AA14-01A-11R-A41B-07
breast-umap@18
A0.815
720020009.LumA
breast-umap@18
A0.813
8TCGA-E2-A15E-01A-11R-A12D-07
breast-umap@18
A0.800
9TCGA-BH-A0W4-01A-11R-A109-07
breast-umap@18
A0.799
10TCGA-AC-A2FG-01A-11R-A17B-07
breast-umap@18
A0.795

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.420Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
ANGIOGENESIS0.180Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
PEROXISOME0.140Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.130Inavolisib— uncovered
TGF_BETA_SIGNALING0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
MYOGENESIS0.120Inavolisib— uncovered
PROTEIN_SECRETION0.090Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.090Inavolisib— uncovered
APICAL_JUNCTION0.080Inavolisib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.040Inavolisib— uncovered
NOTCH_SIGNALING0.010Inavolisib— uncovered