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

TCGA-D8-A141-01A-11R-A115-07

· A

3bc75f38-eae1-5729-bec9-ddada19c47ab

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
A
subtype
A
overall_survival_months
21

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+0.630
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.610
  • INTERFERON_GAMMA_RESPONSE+0.540
  • INFLAMMATORY_RESPONSE+0.500
  • INTERFERON_ALPHA_RESPONSE+0.490
  • IL6_JAK_STAT3_SIGNALING+0.480
  • TNFA_SIGNALING_VIA_NFKB+0.470
  • ANGIOGENESIS+0.420
  • HEDGEHOG_SIGNALING+0.410
  • COMPLEMENT+0.400

Top 10 suppressed

  • E2F_TARGETS-0.570
  • OXIDATIVE_PHOSPHORYLATION-0.530
  • G2M_CHECKPOINT-0.490
  • MYC_TARGETS_V1-0.430
  • DNA_REPAIR-0.420
  • MYC_TARGETS_V2-0.310
  • ADIPOGENESIS-0.270
  • MTORC1_SIGNALING-0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.260
  • CHOLESTEROL_HOMEOSTASIS-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
1c277dab0-361f-4aa6-96b1-522a6e556ae1
colon-landscapes@1
0.945
2TCGA-AN-A0FN-01A-11R-A034-07
breast-umap@18
A0.943
3b02dc7a2-3615-4b6c-a3dd-a866d8561d9d
colon-landscapes@1
0.933
4C3N-02923
lung-landscapes@6
cohortMD20.929
5SRR12202441
bladder-landscape@3
0.928
6TCGA-BH-A6R9-01A-21R-A32P-07
breast-umap@18
A0.927
7SRR8613803
breast-umap@18
D0.925
8TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.924
9TCGA-55-8299-01A-11R-2287-07
lung-landscapes@6
cohortMD20.923
10TCGA-XX-A899-01A-11R-A36F-07
breast-umap@18
A0.923

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.630Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.610Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.540Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.490Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.470Inavolisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
UV_RESPONSE_DN0.380Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.360Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
APOPTOSIS0.260Idelalisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
HYPOXIA0.210Idelalisib— uncovered
APICAL_JUNCTION0.180Inavolisib— uncovered