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

A3153235-3128-40AC-9371-AFA1F61E3E59

79d72bb4-9690-5ae7-a21a-3bfa851c3b34

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
24.14586070959264
age_years
63
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

  • G2M_CHECKPOINT+0.632
  • MYC_TARGETS_V1+0.619
  • E2F_TARGETS+0.608
  • MYC_TARGETS_V2+0.545
  • UNFOLDED_PROTEIN_RESPONSE+0.478
  • MITOTIC_SPINDLE+0.460
  • NOTCH_SIGNALING+0.392
  • DNA_REPAIR+0.364
  • MTORC1_SIGNALING+0.347
  • TGF_BETA_SIGNALING+0.338

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.433
  • BILE_ACID_METABOLISM-0.404
  • INTERFERON_ALPHA_RESPONSE-0.331
  • INFLAMMATORY_RESPONSE-0.259
  • INTERFERON_GAMMA_RESPONSE-0.244
  • COAGULATION-0.233
  • MYOGENESIS-0.230
  • HEME_METABOLISM-0.188
  • XENOBIOTIC_METABOLISM-0.187
  • APICAL_SURFACE-0.177

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1DD5AA3F8-E3EE-4EDD-8152-B1CC07B70A08
brain-umap@2
0.945
293123F83-44EC-4480-9453-F061AA7BC2DB
brain-umap@2
0.915
3SRR934873
brain-umap@2
0.912
498D004A9-E3F0-448E-BFE2-359F25DF356C
brain-umap@2
0.902
5ERR2598051
medullo-epn-umap@date-based
fetalfetal0.892
6SRR934893
brain-umap@2
0.886
7SRR934748
brain-umap@2
0.886
867719D37-8CC2-42B5-AF44-6D5AC258FDB1
brain-umap@2
0.885
9SRR934890
brain-umap@2
0.884
109970B75F-7AC6-431B-BDBB-120D01582CBE
brain-umap@2
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.632Inavolisib— uncovered
MYC_TARGETS_V10.619Inavolisib— uncovered
E2F_TARGETS0.608Inavolisib— uncovered
MYC_TARGETS_V20.545Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.478Idelalisib— uncovered
MITOTIC_SPINDLE0.460Inavolisib— uncovered
NOTCH_SIGNALING0.392Inavolisib— uncovered
DNA_REPAIR0.364Idelalisib— uncovered
MTORC1_SIGNALING0.347Inavolisib— uncovered
TGF_BETA_SIGNALING0.338Inavolisib— uncovered
PROTEIN_SECRETION0.285Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.276Inavolisib— uncovered
GLYCOLYSIS0.266Inavolisib— uncovered
HEDGEHOG_SIGNALING0.261Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.235Inavolisib— uncovered
HYPOXIA0.201Idelalisib— uncovered
ANDROGEN_RESPONSE0.187Inavolisib— uncovered
ANGIOGENESIS0.186Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.148Remibrutinib— uncovered