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

TCGA-CN-4728-01A-01R-1436-07

912579be-0f1e-5e16-87f6-53c197f54006

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • ANGIOGENESIS+0.490
  • MYOGENESIS+0.470
  • COAGULATION+0.460
  • HEDGEHOG_SIGNALING+0.430
  • KRAS_SIGNALING_UP+0.410
  • IL2_STAT5_SIGNALING+0.380
  • INFLAMMATORY_RESPONSE+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • COMPLEMENT+0.340

Top 10 suppressed

  • MYC_TARGETS_V2-0.600
  • E2F_TARGETS-0.590
  • MYC_TARGETS_V1-0.580
  • G2M_CHECKPOINT-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • DNA_REPAIR-0.440
  • MTORC1_SIGNALING-0.360
  • GLYCOLYSIS-0.280
  • FATTY_ACID_METABOLISM-0.260
  • UNFOLDED_PROTEIN_RESPONSE-0.250

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
1TCGA-CV-6934-01A-11R-1915-07
head-neck@1
0.964
2TCGA-CN-5358-01A-01R-1514-07
head-neck@1
0.944
32cec663c-00c8-48b5-967b-f2a53c0fb409
colon-landscapes@1
0.937
4TCGA-50-8459-01A-11R-2326-07
lung-landscapes@6
cohortMD20.934
5TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.932
659f108c6-677f-4cf2-89fd-6bd15133dd6f
colon-landscapes@1
0.927
7C3N-02237
lung-landscapes@6
cohortA10.927
8TCGA-56-A4ZJ-01A-11R-A262-07
lung-landscapes@6
cohortSQ10.925
94f709f4b-3140-47be-b55a-7713062545e9
colon-landscapes@1
0.924
10TCGA-XF-AAME-01A-12R-A42T-07
bladder-landscape@3
0.923

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
ANGIOGENESIS0.490Remibrutinib— uncovered
MYOGENESIS0.470Inavolisib— uncovered
COAGULATION0.460Binimetinib— uncovered
HEDGEHOG_SIGNALING0.430Inavolisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
ALLOGRAFT_REJECTION0.330Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered