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

9B1A0E7C-F8DB-4FA0-9259-42A988D4E040

63ba478c-ae4c-5f42-8041-43967887adcf

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
45.893561103810775
age_years
50
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • DNA_REPAIR+0.429
  • OXIDATIVE_PHOSPHORYLATION+0.424
  • MYC_TARGETS_V1+0.405
  • NOTCH_SIGNALING+0.404
  • MYC_TARGETS_V2+0.373
  • PROTEIN_SECRETION+0.327
  • E2F_TARGETS+0.292
  • UNFOLDED_PROTEIN_RESPONSE+0.286
  • ADIPOGENESIS+0.284
  • FATTY_ACID_METABOLISM+0.261

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.414
  • MYOGENESIS-0.255
  • ANGIOGENESIS-0.236
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.208
  • SPERMATOGENESIS-0.197
  • ALLOGRAFT_REJECTION-0.176
  • INFLAMMATORY_RESPONSE-0.174
  • COAGULATION-0.154
  • ESTROGEN_RESPONSE_LATE-0.152
  • APICAL_SURFACE-0.131

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
1A6FB1BEE-0D36-480C-8619-1FA82583FCD1
brain-umap@2
0.924
2194676E1-632C-4B99-A9C8-80E36DD6C85E
brain-umap@2
0.914
3743F5644-F650-437A-B4AE-4972F88606D8
brain-umap@2
0.914
4635170D3-D669-4165-B69C-9C9A246BFF11
brain-umap@2
0.902
572781523-C5BA-4B54-8410-E238B5F441B4
brain-umap@2
0.901
67AE107A7-8EA7-4920-A579-2337C007920D
brain-umap@2
0.899
70A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.897
817C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.885
9SRR934941
brain-umap@2
0.883
10EA6A086B-F655-47E8-9E70-8A2D36FC2AE1
brain-umap@2
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.429Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.424Remibrutinib— uncovered
MYC_TARGETS_V10.405Inavolisib— uncovered
NOTCH_SIGNALING0.404Inavolisib— uncovered
MYC_TARGETS_V20.373Idelalisib— uncovered
PROTEIN_SECRETION0.327Remibrutinib— uncovered
E2F_TARGETS0.292Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.286Idelalisib— uncovered
ADIPOGENESIS0.284Inavolisib— uncovered
FATTY_ACID_METABOLISM0.261Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.199Inavolisib— uncovered
MTORC1_SIGNALING0.185Inavolisib— uncovered
G2M_CHECKPOINT0.181Inavolisib— uncovered
MITOTIC_SPINDLE0.174Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.165Remibrutinib— uncovered
TGF_BETA_SIGNALING0.147Inavolisib— uncovered
GLYCOLYSIS0.141Inavolisib— uncovered
PEROXISOME0.118Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.116Inavolisib— uncovered
P53_PATHWAY0.115Idelalisib— uncovered