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

8D39DD37-3B56-4788-B256-D924EBF2BD21

0e069744-dd09-53a7-ac18-73a7d061d5b2

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
0.09855453350854139
age_years
74
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

  • PROTEIN_SECRETION+0.392
  • WNT_BETA_CATENIN_SIGNALING+0.384
  • G2M_CHECKPOINT+0.382
  • MITOTIC_SPINDLE+0.373
  • E2F_TARGETS+0.306
  • MYC_TARGETS_V2+0.306
  • CHOLESTEROL_HOMEOSTASIS+0.303
  • MYC_TARGETS_V1+0.302
  • ANDROGEN_RESPONSE+0.299
  • DNA_REPAIR+0.273

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.328
  • KRAS_SIGNALING_DN-0.323
  • MYOGENESIS-0.278
  • COAGULATION-0.264
  • PANCREAS_BETA_CELLS-0.251
  • SPERMATOGENESIS-0.233
  • XENOBIOTIC_METABOLISM-0.173
  • GLYCOLYSIS-0.144
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.142
  • ESTROGEN_RESPONSE_LATE-0.133

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
1D5E8379B-621C-4551-9B13-E63B1B068488
brain-umap@2
0.906
29198B2FA-637D-44B2-B6E8-24B5681737AA
brain-umap@2
0.900
3SRR934799
brain-umap@2
0.893
484778027-9C8E-4364-9069-70D8B86D6916
brain-umap@2
0.875
507D10802-F79E-495E-B842-895C444CA439
brain-umap@2
0.874
6SRR934777
brain-umap@2
0.874
7EFEDAFE3-FF81-47ED-97F6-1193EA375D77
brain-umap@2
0.872
86990AABF-A5F4-4784-91FF-286A0EE6A618
brain-umap@2
0.870
9CBB97C4E-43C7-4257-A85E-1F72BA71EF91
brain-umap@2
0.868
10SRR934791
brain-umap@2
0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.392Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.384Inavolisib— uncovered
G2M_CHECKPOINT0.382Inavolisib— uncovered
MITOTIC_SPINDLE0.373Inavolisib— uncovered
E2F_TARGETS0.306Inavolisib— uncovered
MYC_TARGETS_V20.306Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.303Remibrutinib— uncovered
MYC_TARGETS_V10.302Inavolisib— uncovered
ANDROGEN_RESPONSE0.299Inavolisib— uncovered
DNA_REPAIR0.273Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.244Idelalisib— uncovered
TGF_BETA_SIGNALING0.239Inavolisib— uncovered
UV_RESPONSE_DN0.182Inavolisib— uncovered
MTORC1_SIGNALING0.166Inavolisib— uncovered
NOTCH_SIGNALING0.148Inavolisib— uncovered
HEDGEHOG_SIGNALING0.143Inavolisib— uncovered
P53_PATHWAY0.143Idelalisib— uncovered
APOPTOSIS0.108Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.099Idelalisib— uncovered
ALLOGRAFT_REJECTION0.081Idelalisib— uncovered