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

BSR_05_0025_A4_S57

· A

946156de-39d5-5588-aad9-fc37fe8823dd

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

  • TNFA_SIGNALING_VIA_NFKB+0.410
  • WNT_BETA_CATENIN_SIGNALING+0.390
  • UV_RESPONSE_DN+0.340
  • HEDGEHOG_SIGNALING+0.300
  • HYPOXIA+0.240
  • KRAS_SIGNALING_DN+0.220
  • NOTCH_SIGNALING+0.220
  • MYOGENESIS+0.210
  • APICAL_SURFACE+0.190
  • KRAS_SIGNALING_UP+0.190

Top 10 suppressed

  • E2F_TARGETS-0.550
  • MTORC1_SIGNALING-0.480
  • G2M_CHECKPOINT-0.470
  • MYC_TARGETS_V2-0.430
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • INTERFERON_ALPHA_RESPONSE-0.380
  • MYC_TARGETS_V1-0.370
  • DNA_REPAIR-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-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-AC-A2FK-01A-12R-A180-07
breast-umap@18
A0.896
2TCGA-BH-A28O-01A-11R-A22K-07
breast-umap@18
A0.889
3TCGA-AR-A2LN-01A-21R-A18M-07
breast-umap@18
A0.880
4TCGA-A7-A4SC-01A-12R-A266-07
breast-umap@18
A0.880
5TCGA-BH-A0EA-01A-11R-A115-07
breast-umap@18
A0.877
6TCGA-A2-A4RY-01A-31R-A266-07
breast-umap@18
A0.876
7SRR35579834
breast-umap@18
A0.867
8MBCProject_7544_T2_RNA
breast-umap@18
A0.862
9TCGA-A2-A1G6-01A-11R-A13Q-07
breast-umap@18
A0.861
10SRR8613732
breast-umap@18
A0.859

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.410Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.390Inavolisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
HYPOXIA0.240Idelalisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
APICAL_JUNCTION0.140Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.140Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
COAGULATION0.030Binimetinib— uncovered
ANDROGEN_RESPONSE0.020Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered