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

TCGA-B6-A0IM-01A-11R-A034-07

· B

386ca42d-d5cf-5bae-b192-f357514e6202

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
overall_survival_months
129

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.390
  • HEDGEHOG_SIGNALING+0.350
  • MITOTIC_SPINDLE+0.350
  • G2M_CHECKPOINT+0.330
  • ANGIOGENESIS+0.300
  • ESTROGEN_RESPONSE_EARLY+0.280
  • PROTEIN_SECRETION+0.280
  • UV_RESPONSE_DN+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • E2F_TARGETS+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.390
  • INTERFERON_GAMMA_RESPONSE-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.270
  • KRAS_SIGNALING_DN-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.220
  • OXIDATIVE_PHOSPHORYLATION-0.210
  • MYC_TARGETS_V2-0.200
  • IL6_JAK_STAT3_SIGNALING-0.170
  • FATTY_ACID_METABOLISM-0.160
  • INFLAMMATORY_RESPONSE-0.160

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-AR-A24L-01A-11R-A169-07
breast-umap@18
B0.851
2TCGA-AN-A041-01A-11R-A034-07
breast-umap@18
B0.788
3TCGA-B6-A0WT-01A-11R-A109-07
breast-umap@18
B0.781
4SRR25617938
breast-umap@18
B0.771
5TCGA-AR-A24P-01A-11R-A169-07
breast-umap@18
A0.769
6TCGA-BH-A1ES-01A-11R-A137-07
breast-umap@18
B0.765
7TCGA-DQ-5631-01A-01R-1873-07
head-neck@1
0.747
8TCGA-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.740
9TCGA-E9-A226-01A-21R-A157-07
breast-umap@18
B0.728
10TCGA-E2-A15L-01A-11R-A12D-07
breast-umap@18
B0.727

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.390Inavolisib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.280Inavolisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
MYC_TARGETS_V10.070Inavolisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered