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

34229BDA-4BF2-4537-A663-15896F6E269A

3ce0196c-f3bb-5ce0-9b19-a342ac05232e

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
172.634691195795
age_years
14
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

  • TGF_BETA_SIGNALING+0.539
  • G2M_CHECKPOINT+0.537
  • MYC_TARGETS_V1+0.494
  • E2F_TARGETS+0.451
  • PROTEIN_SECRETION+0.424
  • NOTCH_SIGNALING+0.402
  • MITOTIC_SPINDLE+0.378
  • UV_RESPONSE_DN+0.357
  • MTORC1_SIGNALING+0.331
  • DNA_REPAIR+0.326

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.331
  • MYOGENESIS-0.162
  • PANCREAS_BETA_CELLS-0.131
  • APICAL_SURFACE-0.079
  • SPERMATOGENESIS-0.070
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.034
  • INTERFERON_ALPHA_RESPONSE-0.010
  • ALLOGRAFT_REJECTION+0.014
  • P53_PATHWAY+0.033
  • COAGULATION+0.046

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
1BDEB76B7-B7E0-4058-82A2-77E93748C936
brain-umap@2
0.931
201169BCB-82ED-4492-9FD0-630CCEA70023
brain-umap@2
0.922
38D30F824-25B9-43DB-BD39-2C9C790509DD
brain-umap@2
0.910
4SRR934827
brain-umap@2
0.906
5633064DB-D3ED-4B5F-B48F-6924AD719647
brain-umap@2
0.901
64BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.893
756C8EE15-BEBA-4919-9E57-FA82E90655D8
brain-umap@2
0.891
8E6AA40DA-9AB7-478B-B46B-827F9AFE52D1
brain-umap@2
0.890
9F8F6611A-A71A-4847-92B2-15723B9ED0B8
brain-umap@2
0.889
10A21476BD-0550-4D87-80EA-6E1454E0896D
brain-umap@2
0.889

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.539Inavolisib— uncovered
G2M_CHECKPOINT0.537Inavolisib— uncovered
MYC_TARGETS_V10.494Inavolisib— uncovered
E2F_TARGETS0.451Inavolisib— uncovered
PROTEIN_SECRETION0.424Remibrutinib— uncovered
NOTCH_SIGNALING0.402Inavolisib— uncovered
MITOTIC_SPINDLE0.378Inavolisib— uncovered
UV_RESPONSE_DN0.357Inavolisib— uncovered
MTORC1_SIGNALING0.331Inavolisib— uncovered
DNA_REPAIR0.326Idelalisib— uncovered
ANGIOGENESIS0.318Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.313Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.306Idelalisib— uncovered
APOPTOSIS0.276Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.270Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.245Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.239Inavolisib— uncovered
MYC_TARGETS_V20.237Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.205Inavolisib— uncovered