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

TCGA-35-4122-01A-01R-1107-07

· cohortA1

de432600-1844-5ca8-bd29-90ee2c560082

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
cohortA1
subtype
cohortA1
age_years
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.540
  • INFLAMMATORY_RESPONSE+0.470
  • INTERFERON_GAMMA_RESPONSE+0.470
  • INTERFERON_ALPHA_RESPONSE+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • IL6_JAK_STAT3_SIGNALING+0.450
  • COMPLEMENT+0.400
  • PANCREAS_BETA_CELLS+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • KRAS_SIGNALING_UP+0.360

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.560
  • MITOTIC_SPINDLE-0.490
  • HEDGEHOG_SIGNALING-0.370
  • G2M_CHECKPOINT-0.250
  • UV_RESPONSE_DN-0.250
  • ESTROGEN_RESPONSE_EARLY-0.140
  • APICAL_SURFACE-0.130
  • NOTCH_SIGNALING-0.080
  • TGF_BETA_SIGNALING-0.080
  • ANDROGEN_RESPONSE-0.050

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
1551ADCCD-D116-43D8-AABC-E7E111D79E70
brain-umap@2
0.934
2TCGA-50-5066-01A-01R-1628-07
lung-landscapes@6
cohortA10.919
3TCGA-D8-A1Y2-01A-11R-A157-07
breast-umap@18
C0.909
4TCGA-35-4123-01A-01R-1107-07
lung-landscapes@6
cohortA10.908
5AUR-AFUI-TTM1-A-1-0-R-A743-41
breast-umap@18
C0.907
6TCGA-38-4632-01A-01R-1755-07
lung-landscapes@6
cohortA10.899
7TCGA-64-1676-01A-01R-0946-07
lung-landscapes@6
cohortA10.899
8TCGA-33-4589-01A-01R-1443-07
lung-landscapes@6
cohortSQ10.873
9TCGA-37-3783-01A-01R-1201-07
lung-landscapes@6
cohortSQ10.871
10AUR-AFR2-TTP1-A-1-1-R-A742-41
breast-umap@18
C0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.540Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.470Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
MTORC1_SIGNALING0.310Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
UV_RESPONSE_UP0.300Idelalisib— uncovered
COAGULATION0.290Binimetinib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.230Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered