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

5E729BD1-654D-4334-A80F-3EDD472551B4

a15654bf-4017-5063-b94f-a39f5a49f9e4

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
0.164257555847569
age_years
51
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

  • E2F_TARGETS+0.717
  • G2M_CHECKPOINT+0.623
  • MYC_TARGETS_V1+0.567
  • MYC_TARGETS_V2+0.532
  • DNA_REPAIR+0.523
  • MTORC1_SIGNALING+0.425
  • ANGIOGENESIS+0.423
  • UNFOLDED_PROTEIN_RESPONSE+0.363
  • MITOTIC_SPINDLE+0.329
  • CHOLESTEROL_HOMEOSTASIS+0.319

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.317
  • BILE_ACID_METABOLISM-0.282
  • MYOGENESIS-0.247
  • APICAL_SURFACE-0.245
  • INFLAMMATORY_RESPONSE-0.216
  • HEME_METABOLISM-0.202
  • ESTROGEN_RESPONSE_EARLY-0.190
  • UV_RESPONSE_DN-0.144
  • ALLOGRAFT_REJECTION-0.125
  • COAGULATION-0.115

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
11F4CD8D0-E2FD-45AA-8CE2-8C0488916778
brain-umap@2
0.918
2109ABE6B-033D-47E8-A03A-D285BE82C17B
brain-umap@2
0.905
350DE1FDE-B85E-4677-B0F8-08275DA41A6E
brain-umap@2
0.892
4726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.891
5113340B4-B092-4B8C-8A13-5932525B0C33
brain-umap@2
0.887
69970B75F-7AC6-431B-BDBB-120D01582CBE
brain-umap@2
0.881
7C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.872
85B4B7A3B-FD69-43EA-9C9C-FBE2845046CB
brain-umap@2
0.867
98F828A42-3E60-40C1-9E7D-428ABEA6C72F
brain-umap@2
0.863
10SRR934893
brain-umap@2
0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.717Inavolisib— uncovered
G2M_CHECKPOINT0.623Inavolisib— uncovered
MYC_TARGETS_V10.567Inavolisib— uncovered
MYC_TARGETS_V20.532Idelalisib— uncovered
DNA_REPAIR0.523Idelalisib— uncovered
MTORC1_SIGNALING0.425Inavolisib— uncovered
ANGIOGENESIS0.423Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.363Idelalisib— uncovered
MITOTIC_SPINDLE0.329Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.319Remibrutinib— uncovered
GLYCOLYSIS0.315Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.279Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.266Inavolisib— uncovered
UV_RESPONSE_UP0.257Idelalisib— uncovered
HYPOXIA0.246Idelalisib— uncovered
PANCREAS_BETA_CELLS0.235Cobimetinib— uncovered
NOTCH_SIGNALING0.231Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.192Inavolisib— uncovered
APOPTOSIS0.183Idelalisib— uncovered
P53_PATHWAY0.145Idelalisib— uncovered