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

TCGA-F7-8489-01A-31R-2403-07

45de33d1-f726-5de8-9c38-690c0cf0f7af

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

  • INTERFERON_ALPHA_RESPONSE+0.630
  • INTERFERON_GAMMA_RESPONSE+0.570
  • TGF_BETA_SIGNALING+0.530
  • TNFA_SIGNALING_VIA_NFKB+0.530
  • IL6_JAK_STAT3_SIGNALING+0.450
  • ALLOGRAFT_REJECTION+0.420
  • INFLAMMATORY_RESPONSE+0.410
  • P53_PATHWAY+0.400
  • APOPTOSIS+0.360
  • IL2_STAT5_SIGNALING+0.350

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • MYC_TARGETS_V1-0.520
  • E2F_TARGETS-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • G2M_CHECKPOINT-0.310
  • SPERMATOGENESIS-0.290
  • DNA_REPAIR-0.190
  • MYOGENESIS-0.110
  • FATTY_ACID_METABOLISM-0.100
  • CHOLESTEROL_HOMEOSTASIS-0.080

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_JWSR581E
brain-umap@2
low-grade glioma0.909
2TCGA-EW-A1PE-01A-11R-A144-07
breast-umap@18
B0.908
3BS_S4V9E1XJ
brain-umap@2
pilocytic astrocytoma0.907
4TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.902
5BS_9DFBHHB5
brain-umap@2
low-grade glioma0.899
69f621704-2ece-4b25-be28-5fe14f71048d
melanoma-umap@29
0.897
7TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.892
8TCGA-A8-A096-01A-11R-A00Z-07
breast-umap@18
B0.891
9TCGA-AO-A03U-01B-21R-A10J-07
breast-umap@18
D0.890
10SAMN03290930
melanoma-umap@29
0.886

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.630Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.570Idelalisib— uncovered
TGF_BETA_SIGNALING0.530Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.530Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.410Idelalisib— uncovered
P53_PATHWAY0.400Idelalisib— uncovered
APOPTOSIS0.360Idelalisib— uncovered
IL2_STAT5_SIGNALING0.350Idelalisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
HYPOXIA0.320Idelalisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered