Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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TCGA-BB-4224-01A-01R-1436-07

e301a67b-c482-5537-94c8-457b36a77478

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
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

  • E2F_TARGETS+0.500
  • SPERMATOGENESIS+0.320
  • G2M_CHECKPOINT+0.290
  • PANCREAS_BETA_CELLS+0.200
  • KRAS_SIGNALING_DN+0.150
  • MYC_TARGETS_V1+0.140
  • DNA_REPAIR+0.010
  • BILE_ACID_METABOLISM-0.030
  • OXIDATIVE_PHOSPHORYLATION-0.040
  • PEROXISOME-0.070

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.610
  • TNFA_SIGNALING_VIA_NFKB-0.550
  • IL6_JAK_STAT3_SIGNALING-0.530
  • INFLAMMATORY_RESPONSE-0.530
  • HEDGEHOG_SIGNALING-0.510
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ANDROGEN_RESPONSE-0.490
  • TGF_BETA_SIGNALING-0.490
  • ANGIOGENESIS-0.480
  • IL2_STAT5_SIGNALING-0.460

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.

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

#SampleCancer typeSubtypecos similarity
1BS_61E80SD6
brain-umap@2
medulloblastoma0.939
2BS_KN92S7YQ
brain-umap@2
medulloblastoma0.933
3BS_ERWT0ZWE
brain-umap@2
medulloblastoma0.931
4TCGA-FJ-A3ZF-01A-11R-A23N-07
bladder-landscape@3
0.931
5BS_3NWQXPQV
brain-umap@2
medulloblastoma0.930
6BS_W9AT0MR7
brain-umap@2
medulloblastoma0.928
7BS_W311713R
brain-umap@2
medulloblastoma0.928
8BS_5PJCHF6V
brain-umap@2
medulloblastoma0.927
9SRR10842347
melanoma-umap@29
0.925
10BS_7FWZ518S
brain-umap@2
medulloblastoma0.924

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
SPERMATOGENESIS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
MYC_TARGETS_V10.140Inavolisib— uncovered
DNA_REPAIR0.010Idelalisib— uncovered