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

TCGA-GD-A3OQ-01A-32R-A220-07

4843fade-69bb-5334-88cb-70e738a6505f

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
3.120893561
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

  • TGF_BETA_SIGNALING+0.590
  • G2M_CHECKPOINT+0.570
  • MITOTIC_SPINDLE+0.530
  • E2F_TARGETS+0.520
  • MYC_TARGETS_V1+0.450
  • NOTCH_SIGNALING+0.410
  • PROTEIN_SECRETION+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • UV_RESPONSE_DN+0.390
  • ANDROGEN_RESPONSE+0.380

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.270
  • KRAS_SIGNALING_DN-0.270
  • PANCREAS_BETA_CELLS-0.270
  • MYOGENESIS-0.260
  • XENOBIOTIC_METABOLISM-0.150
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.110
  • BILE_ACID_METABOLISM-0.080
  • SPERMATOGENESIS-0.050
  • HEDGEHOG_SIGNALING+0.000
  • ANGIOGENESIS+0.010

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
1BDEB76B7-B7E0-4058-82A2-77E93748C936
brain-umap@2
0.874
2SRR9879279
lung-landscapes@6
cohortA10.858
334229BDA-4BF2-4537-A663-15896F6E269A
brain-umap@2
0.856
4SRR650183
bladder-landscape@3
0.849
5SRR934861
brain-umap@2
0.848
6TCGA-60-2710-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.845
78D30F824-25B9-43DB-BD39-2C9C790509DD
brain-umap@2
0.841
8TCGA-FD-A3N5-01A-11R-A21D-07
bladder-landscape@3
0.837
9TCGA-34-8455-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.832
10SRR12696794
melanoma-umap@29
0.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.590Inavolisib— uncovered
G2M_CHECKPOINT0.570Inavolisib— uncovered
MITOTIC_SPINDLE0.530Inavolisib— uncovered
E2F_TARGETS0.520Inavolisib— uncovered
MYC_TARGETS_V10.450Inavolisib— uncovered
NOTCH_SIGNALING0.410Inavolisib— uncovered
PROTEIN_SECRETION0.390Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
ANDROGEN_RESPONSE0.380Inavolisib— uncovered
P53_PATHWAY0.370Idelalisib— uncovered
GLYCOLYSIS0.360Inavolisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.330Inavolisib— uncovered
HYPOXIA0.330Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.330Inavolisib— uncovered
MYC_TARGETS_V20.290Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.260Idelalisib— uncovered