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

TCGA-CN-4742-01A-02R-1514-07

0592f0c5-0664-5031-a5e2-a238da45adbb

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
0.090639269
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.560
  • CHOLESTEROL_HOMEOSTASIS+0.520
  • ANGIOGENESIS+0.440
  • NOTCH_SIGNALING+0.410
  • APICAL_JUNCTION+0.400
  • COAGULATION+0.400
  • UV_RESPONSE_DN+0.400
  • TGF_BETA_SIGNALING+0.390
  • HEDGEHOG_SIGNALING+0.380
  • INFLAMMATORY_RESPONSE+0.380

Top 10 suppressed

  • E2F_TARGETS-0.410
  • MYC_TARGETS_V1-0.380
  • OXIDATIVE_PHOSPHORYLATION-0.360
  • MYC_TARGETS_V2-0.350
  • DNA_REPAIR-0.250
  • G2M_CHECKPOINT-0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.090
  • UNFOLDED_PROTEIN_RESPONSE-0.080
  • UV_RESPONSE_UP-0.040
  • GLYCOLYSIS-0.020

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CV-5970-01A-11R-1686-07
head-neck@1
0.911
2BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.910
3TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.894
4TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.890
5TCGA-A2-A0EO-01A-11R-A034-07
breast-umap@18
A0.885
6TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.882
7TCGA-BH-A0BR-01A-21R-A115-07
breast-umap@18
C0.878
8TCGA-44-6777-01A-11R-1858-07
lung-landscapes@6
cohortA10.875
9TCGA-CR-6477-01A-11R-1873-07
head-neck@1
0.874
10MNG575
mng-umap@100
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.520Remibrutinib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
NOTCH_SIGNALING0.410Inavolisib— uncovered
APICAL_JUNCTION0.400Inavolisib— uncovered
COAGULATION0.400Binimetinib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
TGF_BETA_SIGNALING0.390Inavolisib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
MYOGENESIS0.380Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.380Inavolisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
APICAL_SURFACE0.350Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.340Inavolisib— uncovered
COMPLEMENT0.330Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered