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

R281

b00de4df-12c9-5272-bbf3-703be6abc048

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
overall_survival_months
104
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

  • ANGIOGENESIS+0.360
  • COAGULATION+0.360
  • MYOGENESIS+0.360
  • ALLOGRAFT_REJECTION+0.300
  • APICAL_JUNCTION+0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.290
  • IL6_JAK_STAT3_SIGNALING+0.290
  • NOTCH_SIGNALING+0.280
  • TNFA_SIGNALING_VIA_NFKB+0.270
  • KRAS_SIGNALING_DN+0.260

Top 10 suppressed

  • G2M_CHECKPOINT-0.570
  • E2F_TARGETS-0.510
  • MYC_TARGETS_V1-0.440
  • PROTEIN_SECRETION-0.430
  • MITOTIC_SPINDLE-0.370
  • UV_RESPONSE_DN-0.370
  • ANDROGEN_RESPONSE-0.290
  • MTORC1_SIGNALING-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.260
  • TGF_BETA_SIGNALING-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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1AUR-AER7-TTM4-A-1-1-R-A742-41
breast-umap@18
E0.887
2SRR8613743
breast-umap@18
D0.884
3TCGA-BH-A42U-01A-12R-A24H-07
breast-umap@18
B0.881
4SRR2689710
melanoma-umap@29
0.881
57f51ff28-397d-466f-82b0-25e9c9182ea7
melanoma-umap@29
0.881
6SJEPD001518_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.879
7TCGA-GM-A3XN-01A-12R-A22U-07
breast-umap@18
A0.874
8BS_B0SVFK4P
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.873
9a6b176e9-f4fc-4188-9771-ab2f3e00a4a8
colon-landscapes@1
0.871
10fb24d93c-9681-4d45-801f-9dcfd8c5703e
melanoma-umap@29
0.869

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
ANGIOGENESIS0.360Remibrutinib— uncovered
COAGULATION0.360Binimetinib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.290Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.270Inavolisib— uncovered
KRAS_SIGNALING_DN0.260Remibrutinib— uncovered
P53_PATHWAY0.260Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.240Idelalisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.220Idelalisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
HEDGEHOG_SIGNALING0.180Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.140Inavolisib— uncovered