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

TCGA-CN-4737-01A-01R-1436-07

ee4b0b83-1170-5132-b506-f5f9e18e5d46

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

  • MYOGENESIS+0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • ANGIOGENESIS+0.260
  • UV_RESPONSE_DN+0.250
  • HEDGEHOG_SIGNALING+0.230
  • KRAS_SIGNALING_DN+0.230
  • PANCREAS_BETA_CELLS+0.130
  • TGF_BETA_SIGNALING+0.110
  • ESTROGEN_RESPONSE_EARLY+0.080
  • APICAL_JUNCTION+0.040

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.670
  • E2F_TARGETS-0.610
  • MYC_TARGETS_V1-0.610
  • INTERFERON_GAMMA_RESPONSE-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.540
  • G2M_CHECKPOINT-0.520
  • MYC_TARGETS_V2-0.520
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.520
  • MTORC1_SIGNALING-0.470
  • ALLOGRAFT_REJECTION-0.450

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
1C3L-02165
lung-landscapes@6
cohortA20.919
2TCGA-WA-A7H4-01A-21R-A34R-07
head-neck@1
0.915
3e3d71c3f-4e56-45fa-be88-2cf444b70a5c
melanoma-umap@29
0.889
4TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.889
5SRR1313111
breast-umap@18
A0.888
6AUR-AFUN-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.886
7SRR33346962
bladder-landscape@3
0.882
820030014.LumA
breast-umap@18
A0.880
9TCGA-BH-A0EI-01A-11R-A115-07
breast-umap@18
B0.879
10d69e622a-6dee-48f3-bf06-7f6148d7472a
colon-landscapes@1
0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.540Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
TGF_BETA_SIGNALING0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.080Inavolisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
KRAS_SIGNALING_UP0.020Inavolisib— uncovered
PROTEIN_SECRETION0.020Remibrutinib— uncovered