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

4BB9587B-88CB-4BD9-BE1D-2CDF61337579

b4cb4e6a-2b53-517c-a256-3b82c31e126f

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
46.9119579500657
age_years
22
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+0.630
  • MYC_TARGETS_V1+0.595
  • NOTCH_SIGNALING+0.525
  • G2M_CHECKPOINT+0.523
  • WNT_BETA_CATENIN_SIGNALING+0.507
  • E2F_TARGETS+0.497
  • UNFOLDED_PROTEIN_RESPONSE+0.472
  • TGF_BETA_SIGNALING+0.467
  • INTERFERON_ALPHA_RESPONSE+0.439
  • DNA_REPAIR+0.429

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.446
  • SPERMATOGENESIS-0.275
  • MYOGENESIS-0.223
  • PANCREAS_BETA_CELLS-0.165
  • BILE_ACID_METABOLISM-0.158
  • XENOBIOTIC_METABOLISM-0.060
  • ESTROGEN_RESPONSE_LATE-0.043
  • APICAL_SURFACE-0.042
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.035
  • COAGULATION+0.011

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
1AB522ACF-5D84-41B0-9671-CE2511EBD94F
brain-umap@2
0.942
2745233F1-DF41-4DDA-9146-1666DD59355E
brain-umap@2
0.926
3SRR934861
brain-umap@2
0.924
4SRR934827
brain-umap@2
0.924
555E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.919
6F226F6D3-DE88-4B15-A0F1-63EDB55E8F9D
brain-umap@2
0.919
763E967C4-863F-4253-ADFE-3CDC13B6187A
brain-umap@2
0.914
86A30D8D0-DDB8-4B34-8BCB-46986144F551
brain-umap@2
0.914
9SRR934719
brain-umap@2
0.913
10A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.630Idelalisib— uncovered
MYC_TARGETS_V10.595Inavolisib— uncovered
NOTCH_SIGNALING0.525Inavolisib— uncovered
G2M_CHECKPOINT0.523Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.507Inavolisib— uncovered
E2F_TARGETS0.497Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.472Idelalisib— uncovered
TGF_BETA_SIGNALING0.467Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.439Inavolisib— uncovered
DNA_REPAIR0.429Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.358Remibrutinib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
PROTEIN_SECRETION0.348Remibrutinib— uncovered
ANGIOGENESIS0.347Remibrutinib— uncovered
MTORC1_SIGNALING0.339Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.334Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.271Inavolisib— uncovered
HEDGEHOG_SIGNALING0.269Inavolisib— uncovered
APOPTOSIS0.262Idelalisib— uncovered
UV_RESPONSE_DN0.243Inavolisib— uncovered