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

2CBB6A30-1BF8-4F58-A2C1-99AFA8685277

cc94f4e0-a906-56f6-811a-f241f6e15626

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
146.02496714848883
age_years
27
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

  • OXIDATIVE_PHOSPHORYLATION+0.529
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.402
  • PROTEIN_SECRETION+0.304
  • HEDGEHOG_SIGNALING+0.265
  • PI3K_AKT_MTOR_SIGNALING+0.250
  • MITOTIC_SPINDLE+0.244
  • MTORC1_SIGNALING+0.244
  • UV_RESPONSE_UP+0.238
  • UV_RESPONSE_DN+0.234
  • ADIPOGENESIS+0.205

Top 10 suppressed

  • ANGIOGENESIS-0.396
  • IL6_JAK_STAT3_SIGNALING-0.351
  • INTERFERON_ALPHA_RESPONSE-0.335
  • INTERFERON_GAMMA_RESPONSE-0.316
  • TNFA_SIGNALING_VIA_NFKB-0.304
  • ALLOGRAFT_REJECTION-0.283
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.263
  • COAGULATION-0.200
  • E2F_TARGETS-0.194
  • IL2_STAT5_SIGNALING-0.185

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
102F669D8-FB9F-45AF-A999-5886E5C2DAF0
brain-umap@2
0.945
2FD166A94-332D-426D-9E36-E4272F3772FC
brain-umap@2
0.932
3864D2BA3-EB33-4DC2-A228-4CADDCF526D4
brain-umap@2
0.924
45085CE66-190D-478B-9AB6-55AE71C41CCF
brain-umap@2
0.901
53DC38276-A6D2-49C6-8F54-3F50F6BFAD0C
brain-umap@2
0.890
628E176DE-49DB-4F39-B022-C89235590CAC
brain-umap@2
0.880
7D155B4CA-927F-4B4F-B6BC-2D41267F195E
brain-umap@2
0.858
8C4100609-0651-40E1-997A-0059432736B3
brain-umap@2
0.857
91E2D87A6-48B8-47FA-A801-AFEA7E01E829
brain-umap@2
0.854
10SRR934831
brain-umap@2
0.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.529Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.402Inavolisib— uncovered
PROTEIN_SECRETION0.304Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.265Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.244Inavolisib— uncovered
MTORC1_SIGNALING0.244Inavolisib— uncovered
UV_RESPONSE_UP0.238Idelalisib— uncovered
UV_RESPONSE_DN0.234Inavolisib— uncovered
ADIPOGENESIS0.205Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
HEME_METABOLISM0.166Temsirolimus— uncovered
DNA_REPAIR0.127Idelalisib— uncovered
SPERMATOGENESIS0.124Inavolisib— uncovered
APICAL_JUNCTION0.121Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.102Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.096Idelalisib— uncovered
FATTY_ACID_METABOLISM0.092Inavolisib— uncovered
GLYCOLYSIS0.088Inavolisib— uncovered
APICAL_SURFACE0.078Temsirolimus— uncovered