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

DRR168524

152d6e26-1584-5817-98bf-4874bfc43593

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
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+0.540
  • ANDROGEN_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.360
  • PROTEIN_SECRETION+0.320
  • MTORC1_SIGNALING+0.270
  • IL6_JAK_STAT3_SIGNALING+0.260
  • ADIPOGENESIS+0.250
  • HYPOXIA+0.250

Top 10 suppressed

  • E2F_TARGETS-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • G2M_CHECKPOINT-0.300
  • MYC_TARGETS_V2-0.300
  • DNA_REPAIR-0.190
  • MITOTIC_SPINDLE-0.100
  • PANCREAS_BETA_CELLS-0.080
  • BILE_ACID_METABOLISM-0.070
  • MYOGENESIS-0.070
  • SPERMATOGENESIS-0.070

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_49852ZBH
brain-umap@2
pilocytic astrocytoma0.835
2SRR33346941
bladder-landscape@3
0.819
3DRR168598
bladder-landscape@3
0.811
4BS_SDZY6RZ3
brain-umap@2
pilocytic astrocytoma0.801
5BS_T1W4JA94
brain-umap@2
pilocytic astrocytoma0.792
6BS_HV8PFRBR
brain-umap@2
pilocytic astrocytoma0.788
7BS_7Z93ZYMS
brain-umap@2
pilocytic astrocytoma0.782
8BS_ZZMYDZJW
brain-umap@2
pilocytic astrocytoma0.781
9BS_6N3AFF66
brain-umap@2
pilocytic astrocytoma0.774
10BS_3W07B2TG
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.769

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
ANDROGEN_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.360Remibrutinib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
APOPTOSIS0.140Idelalisib— uncovered