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

TCGA-BT-A42E-01A-11R-A23W-07

b946a08c-6e22-55fe-92c8-d9ac2e90ffe2

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
overall_survival_months
36.39947438
os_event
false
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.590
  • INTERFERON_ALPHA_RESPONSE+0.590
  • TNFA_SIGNALING_VIA_NFKB+0.580
  • INTERFERON_GAMMA_RESPONSE+0.550
  • INFLAMMATORY_RESPONSE+0.520
  • IL6_JAK_STAT3_SIGNALING+0.480
  • KRAS_SIGNALING_DN+0.370
  • COMPLEMENT+0.320
  • G2M_CHECKPOINT+0.320
  • E2F_TARGETS+0.290

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.430
  • ADIPOGENESIS-0.330
  • PEROXISOME-0.320
  • DNA_REPAIR-0.260
  • BILE_ACID_METABOLISM-0.250
  • FATTY_ACID_METABOLISM-0.250
  • PROTEIN_SECRETION-0.250
  • MITOTIC_SPINDLE-0.230
  • PI3K_AKT_MTOR_SIGNALING-0.220
  • TGF_BETA_SIGNALING-0.220

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1516078
bladder-landscape@3
0.880
2R317
bladder-landscape@3
0.870
3TCGA-E9-A1ND-01A-11R-A144-07
breast-umap@18
E0.864
4BS_15ETQ0E4
brain-umap@2
ATRT0.863
5BS_PGHK1JRW
brain-umap@2
ATRT0.857
6R252
bladder-landscape@3
0.856
7MNG943
mng-umap@100
0.839
8MBCProject_7544_T1_RNA
breast-umap@18
D0.832
9TCGA-21-1070-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.826
10s0122149
melanoma-umap@29
0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.590Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.590Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.580Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.550Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.520Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
KRAS_SIGNALING_DN0.370Remibrutinib— uncovered
COMPLEMENT0.320Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
KRAS_SIGNALING_UP0.270Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
APOPTOSIS0.230Idelalisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered
COAGULATION0.200Binimetinib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered