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

E7BE221B-273D-4C04-BE79-366E6455EFBC

4a2d8719-7db5-5af9-b075-d78a65da3a4f

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
34.88830486202365
age_years
60
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

  • MYC_TARGETS_V1+0.611
  • INTERFERON_ALPHA_RESPONSE+0.547
  • OXIDATIVE_PHOSPHORYLATION+0.540
  • E2F_TARGETS+0.526
  • DNA_REPAIR+0.517
  • MYC_TARGETS_V2+0.491
  • MTORC1_SIGNALING+0.463
  • INTERFERON_GAMMA_RESPONSE+0.446
  • GLYCOLYSIS+0.439
  • UNFOLDED_PROTEIN_RESPONSE+0.436

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.379
  • KRAS_SIGNALING_DN-0.325
  • UV_RESPONSE_DN-0.271
  • MYOGENESIS-0.262
  • APICAL_SURFACE-0.260
  • ESTROGEN_RESPONSE_EARLY-0.209
  • MITOTIC_SPINDLE-0.141
  • APICAL_JUNCTION-0.127
  • HEME_METABOLISM-0.067
  • SPERMATOGENESIS-0.049

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
1AB5294B5-4A59-493A-9016-C2778735745F
brain-umap@2
0.970
26410821A-1C6A-4F64-939F-196313B8F1E5
brain-umap@2
0.963
3CC9815B3-88D0-4376-B96F-B979E1FBD0C7
brain-umap@2
0.961
4E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.959
593708EED-CBE1-4B2E-A571-34316ACFE748
brain-umap@2
0.955
6A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.951
7A43D720D-0CA3-48CF-ADC7-5AC72BD5EEA9
brain-umap@2
0.947
8EC1C727A-1F71-4C09-B867-7F163424D463
brain-umap@2
0.945
9B99430AD-6309-4B90-A0AA-A5B2FA746246
brain-umap@2
0.945
10E89DB941-19C3-4CD9-9117-EAAF3B2AFD76
brain-umap@2
0.941

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.611Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.547Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.540Remibrutinib— uncovered
E2F_TARGETS0.526Inavolisib— uncovered
DNA_REPAIR0.517Idelalisib— uncovered
MYC_TARGETS_V20.491Idelalisib— uncovered
MTORC1_SIGNALING0.463Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.446Idelalisib— uncovered
GLYCOLYSIS0.439Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.436Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.413Inavolisib— uncovered
G2M_CHECKPOINT0.407Inavolisib— uncovered
ANGIOGENESIS0.395Remibrutinib— uncovered
APOPTOSIS0.381Idelalisib— uncovered
HYPOXIA0.372Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.362Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.353Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.338Inavolisib— uncovered
ADIPOGENESIS0.329Inavolisib— uncovered
ALLOGRAFT_REJECTION0.326Idelalisib— uncovered