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

TCGA-WA-A7GZ-01A-11R-A34R-07

6dc39c74-1e28-56e8-82c9-ae9bfe6f422f

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
0.142694064
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

  • MYC_TARGETS_V2+0.460
  • E2F_TARGETS+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • MYC_TARGETS_V1+0.280
  • G2M_CHECKPOINT+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.200
  • DNA_REPAIR+0.190
  • MYOGENESIS+0.090
  • PANCREAS_BETA_CELLS+0.080
  • MITOTIC_SPINDLE+0.010

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.470
  • TNFA_SIGNALING_VIA_NFKB-0.450
  • INFLAMMATORY_RESPONSE-0.440
  • IL6_JAK_STAT3_SIGNALING-0.410
  • INTERFERON_GAMMA_RESPONSE-0.400
  • HYPOXIA-0.370
  • PROTEIN_SECRETION-0.360
  • APOPTOSIS-0.350
  • COMPLEMENT-0.350
  • IL2_STAT5_SIGNALING-0.330

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_4D9DD103
brain-umap@2
medulloblastoma0.889
2BS_K3ER45RV
brain-umap@2
medulloblastoma0.883
3SAMN03290896
melanoma-umap@29
0.883
4BS_2Z1MKS84
brain-umap@2
medulloblastoma0.881
5BS_DBEX7AG2
brain-umap@2
Embryonal tumors0.880
6C3N-00549
lung-landscapes@6
cohortMD10.880
7TCGA-QK-A8Z7-01A-11R-A39I-07
head-neck@1
0.876
8SAMN03290918
melanoma-umap@29
0.876
9BS_JZRM1S3T
brain-umap@2
medulloblastoma0.873
10TCGA-46-6026-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.873

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.460Idelalisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
MYOGENESIS0.090Inavolisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered
MITOTIC_SPINDLE0.010Inavolisib— uncovered