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

58A2E073-D3DE-44B2-9065-3DE14B53B3A2

3d5f8ea8-5ac6-52ca-9330-2c8de7d18520

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
16.754270696452036
age_years
34
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+0.656
  • MYC_TARGETS_V2+0.618
  • E2F_TARGETS+0.592
  • G2M_CHECKPOINT+0.544
  • DNA_REPAIR+0.540
  • UNFOLDED_PROTEIN_RESPONSE+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.492
  • NOTCH_SIGNALING+0.439
  • MTORC1_SIGNALING+0.413
  • WNT_BETA_CATENIN_SIGNALING+0.349

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.419
  • MYOGENESIS-0.304
  • UV_RESPONSE_DN-0.235
  • ESTROGEN_RESPONSE_EARLY-0.185
  • SPERMATOGENESIS-0.185
  • BILE_ACID_METABOLISM-0.167
  • APICAL_SURFACE-0.166
  • APICAL_JUNCTION-0.160
  • INFLAMMATORY_RESPONSE-0.138
  • INTERFERON_ALPHA_RESPONSE-0.108

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
1DAE9D154-5E0C-4961-9110-9E5653AAA787
brain-umap@2
0.930
2113340B4-B092-4B8C-8A13-5932525B0C33
brain-umap@2
0.923
38F828A42-3E60-40C1-9E7D-428ABEA6C72F
brain-umap@2
0.916
4C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.903
5FB7673F7-FF7F-4C3C-A8C6-9C11C6BB71D5
brain-umap@2
0.900
6109ABE6B-033D-47E8-A03A-D285BE82C17B
brain-umap@2
0.900
71F4CD8D0-E2FD-45AA-8CE2-8C0488916778
brain-umap@2
0.896
8AA605CB6-ABD9-4802-8784-75A18A74C87B
brain-umap@2
0.889
91FB9316D-4674-4D97-A33B-649F53D09487
brain-umap@2
0.882
1023F34B20-F029-44F5-B3B5-06A74FC0FC9D
brain-umap@2
0.880

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.656Inavolisib— uncovered
MYC_TARGETS_V20.618Idelalisib— uncovered
E2F_TARGETS0.592Inavolisib— uncovered
G2M_CHECKPOINT0.544Inavolisib— uncovered
DNA_REPAIR0.540Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.500Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.492Remibrutinib— uncovered
NOTCH_SIGNALING0.439Inavolisib— uncovered
MTORC1_SIGNALING0.413Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.349Inavolisib— uncovered
ADIPOGENESIS0.315Inavolisib— uncovered
GLYCOLYSIS0.281Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.265Inavolisib— uncovered
TGF_BETA_SIGNALING0.243Inavolisib— uncovered
PROTEIN_SECRETION0.239Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.228Inavolisib— uncovered
FATTY_ACID_METABOLISM0.207Inavolisib— uncovered
APOPTOSIS0.192Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.188Inavolisib— uncovered
HYPOXIA0.166Idelalisib— uncovered