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

1AF24109-5FE4-4868-ADB9-5DFDB57BCA0F

44a7c767-b236-54a9-bdbc-2f75d49102bb

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
0

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.542
  • G2M_CHECKPOINT+0.537
  • E2F_TARGETS+0.510
  • MYC_TARGETS_V1+0.462
  • WNT_BETA_CATENIN_SIGNALING+0.430
  • TGF_BETA_SIGNALING+0.396
  • NOTCH_SIGNALING+0.384
  • DNA_REPAIR+0.374
  • UNFOLDED_PROTEIN_RESPONSE+0.354
  • MITOTIC_SPINDLE+0.312

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.393
  • MYOGENESIS-0.337
  • PANCREAS_BETA_CELLS-0.290
  • COAGULATION-0.288
  • INFLAMMATORY_RESPONSE-0.254
  • INTERFERON_GAMMA_RESPONSE-0.248
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.246
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.228
  • APICAL_SURFACE-0.220
  • ESTROGEN_RESPONSE_LATE-0.199

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
1D902E43A-F384-432A-B690-D20BFCC78443
brain-umap@2
0.913
2DD028798-C4CB-43A8-81D7-711E015E23B5
brain-umap@2
0.904
3F56466DC-3C0F-48BE-8A72-CEDEAEF52F00
brain-umap@2
0.900
4A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.895
5SRR934853
brain-umap@2
0.891
68B2B5542-3E54-4643-BB57-0BEFCF89A16B
brain-umap@2
0.891
74F62A177-D1C6-4829-A86E-7CA1D29421FC
brain-umap@2
0.889
8SRR934880
brain-umap@2
0.888
9SRR934744
brain-umap@2
0.888
10D38D3FD9-7A58-43D0-876C-6235DA833043
brain-umap@2
0.887

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.542Idelalisib— uncovered
G2M_CHECKPOINT0.537Inavolisib— uncovered
E2F_TARGETS0.510Inavolisib— uncovered
MYC_TARGETS_V10.462Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.430Inavolisib— uncovered
TGF_BETA_SIGNALING0.396Inavolisib— uncovered
NOTCH_SIGNALING0.384Inavolisib— uncovered
DNA_REPAIR0.374Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.354Idelalisib— uncovered
MITOTIC_SPINDLE0.312Inavolisib— uncovered
HEDGEHOG_SIGNALING0.201Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.184Inavolisib— uncovered
P53_PATHWAY0.083Idelalisib— uncovered
MTORC1_SIGNALING0.061Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.046Inavolisib— uncovered
APOPTOSIS0.030Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.018Inavolisib— uncovered
GLYCOLYSIS0.017Inavolisib— uncovered
PEROXISOME0.014Idelalisib— uncovered
UV_RESPONSE_UP0.011Idelalisib— uncovered