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

B614FC9C-BFE0-4C15-BB5E-DAF4FA9D11D5

65ebd39d-98b1-564d-acca-c3934d308b5c

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
25.45992115637319
age_years
23
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

  • INTERFERON_ALPHA_RESPONSE+0.609
  • INTERFERON_GAMMA_RESPONSE+0.522
  • G2M_CHECKPOINT+0.457
  • ALLOGRAFT_REJECTION+0.423
  • E2F_TARGETS+0.418
  • IL6_JAK_STAT3_SIGNALING+0.410
  • IL2_STAT5_SIGNALING+0.388
  • CHOLESTEROL_HOMEOSTASIS+0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.372
  • COMPLEMENT+0.369

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.332
  • PANCREAS_BETA_CELLS-0.170
  • SPERMATOGENESIS-0.123
  • HEDGEHOG_SIGNALING-0.049
  • UV_RESPONSE_DN-0.035
  • MYOGENESIS-0.015
  • OXIDATIVE_PHOSPHORYLATION+0.001
  • HEME_METABOLISM+0.041
  • BILE_ACID_METABOLISM+0.068
  • XENOBIOTIC_METABOLISM+0.071

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
1C6A60028-2402-4048-90DF-F2B3712FB530
brain-umap@2
0.943
2DB34442C-1882-495A-A2F0-2427116A1FAF
brain-umap@2
0.940
353018DE1-9557-4181-A0F2-5200013F1CEA
brain-umap@2
0.933
4C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.932
5SRR934722
brain-umap@2
0.930
6SRR934949
brain-umap@2
0.930
7DE370889-1057-4355-AFD8-CCFCDC6CD00F
brain-umap@2
0.929
8A0396799-AB5C-401F-81FF-7C829A3CF1E4
brain-umap@2
0.927
9795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.927
1062966348-1C16-4A6D-AA82-707B3F759D5C
brain-umap@2
0.925

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.609Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.522Idelalisib— uncovered
G2M_CHECKPOINT0.457Inavolisib— uncovered
ALLOGRAFT_REJECTION0.423Idelalisib— uncovered
E2F_TARGETS0.418Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.388Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.372Inavolisib— uncovered
COMPLEMENT0.369Inavolisib— uncovered
MITOTIC_SPINDLE0.367Inavolisib— uncovered
APOPTOSIS0.356Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.347Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.345Inavolisib— uncovered
MYC_TARGETS_V20.343Idelalisib— uncovered
COAGULATION0.298Binimetinib— uncovered
DNA_REPAIR0.289Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.279Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.278Idelalisib— uncovered
GLYCOLYSIS0.274Inavolisib— uncovered