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

TCGA-CQ-A4CG-01A-11R-A266-07

63ee3157-c48a-5c18-ba7f-a078a182bd6a

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
0.098173516
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.480
  • G2M_CHECKPOINT+0.380
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • E2F_TARGETS+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • PROTEIN_SECRETION+0.370
  • MYC_TARGETS_V2+0.360
  • HYPOXIA+0.350
  • TGF_BETA_SIGNALING+0.350
  • MITOTIC_SPINDLE+0.340

Top 10 suppressed

  • MYOGENESIS-0.290
  • ALLOGRAFT_REJECTION-0.220
  • KRAS_SIGNALING_DN-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.120
  • APICAL_SURFACE-0.110
  • OXIDATIVE_PHOSPHORYLATION-0.100
  • BILE_ACID_METABOLISM-0.090
  • ESTROGEN_RESPONSE_EARLY-0.080
  • FATTY_ACID_METABOLISM-0.080
  • ESTROGEN_RESPONSE_LATE-0.060

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
1SRR934963
brain-umap@2
0.874
2SRR934981
brain-umap@2
0.841
3TCGA-ZF-AA4N-01A-11R-A38B-07
bladder-landscape@3
0.824
4TCGA-78-7145-01A-11R-2039-07
lung-landscapes@6
cohortA10.815
5BS_1D6PZNKN
brain-umap@2
Diffuse intrinsic pontine glioma0.814
6726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.808
71B940F72-3C90-43C4-9267-185F21D10AC9
brain-umap@2
0.807
8BS_F6V1Y4QS
brain-umap@2
Glial-neuronal tumor NOS0.803
9C3N-00211
lung-landscapes@6
cohortSQ10.802
10SRR934899
brain-umap@2
0.799

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.480Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
MITOTIC_SPINDLE0.340Inavolisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
ANGIOGENESIS0.310Remibrutinib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
GLYCOLYSIS0.280Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.240Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered