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

93B9C99A-08DD-4F78-9CF5-C59A01605C9D

e0641d2a-1472-5a24-a5e3-193375536c83

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
9.165571616294349
age_years
38
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+0.496
  • MYC_TARGETS_V1+0.466
  • OXIDATIVE_PHOSPHORYLATION+0.442
  • PROTEIN_SECRETION+0.336
  • UNFOLDED_PROTEIN_RESPONSE+0.327
  • DNA_REPAIR+0.297
  • CHOLESTEROL_HOMEOSTASIS+0.292
  • HEDGEHOG_SIGNALING+0.284
  • MTORC1_SIGNALING+0.277
  • E2F_TARGETS+0.276

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.429
  • COAGULATION-0.425
  • IL6_JAK_STAT3_SIGNALING-0.395
  • ALLOGRAFT_REJECTION-0.381
  • MYOGENESIS-0.380
  • INFLAMMATORY_RESPONSE-0.342
  • IL2_STAT5_SIGNALING-0.316
  • TNFA_SIGNALING_VIA_NFKB-0.297
  • KRAS_SIGNALING_DN-0.287
  • ANGIOGENESIS-0.271

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
12C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.947
2713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.921
3E3A67B7B-7427-4C11-912B-166451072767
brain-umap@2
0.919
4332283CB-F855-4493-A259-7852FD37B9DC
brain-umap@2
0.918
5B9E0623C-E3AC-4B2B-983E-C2246AD0DB00
brain-umap@2
0.918
610FB7E59-9D71-4AB9-8D06-9CFD2304D1BC
brain-umap@2
0.915
71C94EA93-563D-4F65-B857-85EF91127874
brain-umap@2
0.911
8E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.905
9A5D67B9F-5558-48FC-81A3-642D1903DA1F
brain-umap@2
0.904
10SRR934718
brain-umap@2
0.902

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.496Idelalisib— uncovered
MYC_TARGETS_V10.466Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.442Remibrutinib— uncovered
PROTEIN_SECRETION0.336Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.327Idelalisib— uncovered
DNA_REPAIR0.297Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.292Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.284Inavolisib— uncovered
MTORC1_SIGNALING0.277Inavolisib— uncovered
E2F_TARGETS0.276Inavolisib— uncovered
G2M_CHECKPOINT0.267Inavolisib— uncovered
ANDROGEN_RESPONSE0.241Inavolisib— uncovered
ADIPOGENESIS0.216Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.203Inavolisib— uncovered
MITOTIC_SPINDLE0.198Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
NOTCH_SIGNALING0.127Inavolisib— uncovered
FATTY_ACID_METABOLISM0.094Inavolisib— uncovered
UV_RESPONSE_DN0.066Inavolisib— uncovered
UV_RESPONSE_UP0.047Idelalisib— uncovered