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

A0502383-3883-4EB4-A63B-5586891AD3FC

debdf4f9-1b6d-5bdd-8b35-23253001e107

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
14.520367936925098
age_years
47
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_V2+0.543
  • DNA_REPAIR+0.389
  • E2F_TARGETS+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.346
  • G2M_CHECKPOINT+0.320
  • HEDGEHOG_SIGNALING+0.316
  • MYC_TARGETS_V1+0.293
  • MITOTIC_SPINDLE+0.269
  • CHOLESTEROL_HOMEOSTASIS+0.216
  • UNFOLDED_PROTEIN_RESPONSE+0.145

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.419
  • ALLOGRAFT_REJECTION-0.418
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.418
  • TNFA_SIGNALING_VIA_NFKB-0.404
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • INTERFERON_GAMMA_RESPONSE-0.370
  • IL6_JAK_STAT3_SIGNALING-0.353
  • COAGULATION-0.342
  • ANGIOGENESIS-0.340
  • COMPLEMENT-0.334

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.

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

#SampleCancer typeSubtypecos similarity
16819D9DA-FE18-4584-8AF6-E53DD894852E
brain-umap@2
0.903
2BS_5P1TN10Z
brain-umap@2
Embryonal tumors0.883
39CC5EB30-A8C2-4FDF-8074-467AA98ED1CA
brain-umap@2
0.882
4A19ADC4B-C7E3-4855-9B59-009865D4FBF0
brain-umap@2
0.881
5ERR2598195
medullo-epn-umap@date-based
fetalfetal0.880
610FB7E59-9D71-4AB9-8D06-9CFD2304D1BC
brain-umap@2
0.879
7SRR934951
brain-umap@2
0.878
87DC6D598-8506-4680-81DF-C1D0F1B5C27D
brain-umap@2
0.875
9TCGA-J1-A4AH-01A-31R-A24H-07
lung-landscapes@6
cohortSQ20.873
10CA9E9B92-5D16-4455-ACC8-ACBFDFB754C5
brain-umap@2
0.873

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.543Idelalisib— uncovered
DNA_REPAIR0.389Idelalisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.346Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
HEDGEHOG_SIGNALING0.316Inavolisib— uncovered
MYC_TARGETS_V10.293Inavolisib— uncovered
MITOTIC_SPINDLE0.269Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.216Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.145Idelalisib— uncovered
NOTCH_SIGNALING0.122Inavolisib— uncovered
PANCREAS_BETA_CELLS0.109Cobimetinib— uncovered
APICAL_JUNCTION0.012Inavolisib— uncovered
TGF_BETA_SIGNALING0.001Inavolisib— uncovered