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

53D8CF8D-31BA-4CB8-A14F-5C9AB9554F5D

54e1fd3d-cecf-5854-8884-6dbcb437f848

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
25.328515111695136
age_years
49
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

  • ALLOGRAFT_REJECTION+0.616
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INTERFERON_GAMMA_RESPONSE+0.598
  • INTERFERON_ALPHA_RESPONSE+0.582
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.580
  • INFLAMMATORY_RESPONSE+0.575
  • COMPLEMENT+0.538
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.537
  • TNFA_SIGNALING_VIA_NFKB+0.511
  • OXIDATIVE_PHOSPHORYLATION+0.500

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.311
  • MITOTIC_SPINDLE-0.308
  • KRAS_SIGNALING_DN-0.263
  • SPERMATOGENESIS-0.215
  • MYC_TARGETS_V2-0.205
  • HEDGEHOG_SIGNALING-0.186
  • G2M_CHECKPOINT-0.121
  • APICAL_SURFACE-0.023
  • APICAL_JUNCTION+0.024
  • MYOGENESIS+0.036

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
10E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.969
225C4D537-0142-4DAA-874B-BC793336DE82
brain-umap@2
0.948
370203945-80F8-4FA7-8C99-FEBAD3374103
brain-umap@2
0.940
415FB165D-6751-4894-A904-C77EA723CFCB
brain-umap@2
0.940
5647EE729-B34A-41F0-85AB-207F8C24420B
brain-umap@2
0.940
6665044AD-F2DD-43C2-BCDE-982A8F5C5830
brain-umap@2
0.934
75B9DEC62-3DC7-4DE2-8B20-3E191594FCB4
brain-umap@2
0.934
862BFF895-C5CC-4F59-8348-2026B659FDF5
brain-umap@2
0.928
9SJEPD031215_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.925
10BS_T0RKFEKR
brain-umap@2
pilocytic astrocytoma0.925

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.616Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.598Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.582Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.580Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.575Idelalisib— uncovered
COMPLEMENT0.538Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.537Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.511Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
ANGIOGENESIS0.478Remibrutinib— uncovered
KRAS_SIGNALING_UP0.477Inavolisib— uncovered
IL2_STAT5_SIGNALING0.472Idelalisib— uncovered
APOPTOSIS0.468Idelalisib— uncovered
COAGULATION0.447Binimetinib— uncovered
ADIPOGENESIS0.438Inavolisib— uncovered
MTORC1_SIGNALING0.434Inavolisib— uncovered
HYPOXIA0.409Idelalisib— uncovered
P53_PATHWAY0.393Idelalisib— uncovered
UV_RESPONSE_UP0.362Idelalisib— uncovered