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

9198B2FA-637D-44B2-B6E8-24B5681737AA

fd4b1103-4e3c-565d-a4e2-1d4b4b019a29

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
13.66622864651774
age_years
35
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

  • MITOTIC_SPINDLE+0.421
  • TGF_BETA_SIGNALING+0.421
  • G2M_CHECKPOINT+0.412
  • WNT_BETA_CATENIN_SIGNALING+0.378
  • PROTEIN_SECRETION+0.334
  • E2F_TARGETS+0.333
  • NOTCH_SIGNALING+0.332
  • HEDGEHOG_SIGNALING+0.262
  • MYC_TARGETS_V2+0.257
  • MYC_TARGETS_V1+0.253

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.425
  • MYOGENESIS-0.368
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.318
  • PANCREAS_BETA_CELLS-0.304
  • SPERMATOGENESIS-0.278
  • COAGULATION-0.238
  • ANGIOGENESIS-0.227
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.215
  • OXIDATIVE_PHOSPHORYLATION-0.192
  • HYPOXIA-0.186

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
0.922
284778027-9C8E-4364-9069-70D8B86D6916
brain-umap@2
0.911
3SRR934870
brain-umap@2
0.909
4SRR934789
brain-umap@2
0.907
58D39DD37-3B56-4788-B256-D924EBF2BD21
brain-umap@2
0.900
62FA21196-17B0-4D16-BCA7-7E405CA2C1C5
brain-umap@2
0.887
7SRR934799
brain-umap@2
0.877
81F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.875
94A4E96B0-5AC6-4B7D-AB1C-F814C338589C
brain-umap@2
0.873
109EE765BF-748F-41B9-926F-FFD0E8C079E3
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 29 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.421Inavolisib— uncovered
TGF_BETA_SIGNALING0.421Inavolisib— uncovered
G2M_CHECKPOINT0.412Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.378Inavolisib— uncovered
PROTEIN_SECRETION0.334Remibrutinib— uncovered
E2F_TARGETS0.333Inavolisib— uncovered
NOTCH_SIGNALING0.332Inavolisib— uncovered
HEDGEHOG_SIGNALING0.262Inavolisib— uncovered
MYC_TARGETS_V20.257Idelalisib— uncovered
MYC_TARGETS_V10.253Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.244Idelalisib— uncovered
ANDROGEN_RESPONSE0.207Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.185Remibrutinib— uncovered
DNA_REPAIR0.178Idelalisib— uncovered
UV_RESPONSE_DN0.135Inavolisib— uncovered
MTORC1_SIGNALING0.116Inavolisib— uncovered
ADIPOGENESIS0.095Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.093Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.081Inavolisib— uncovered
PEROXISOME0.075Idelalisib— uncovered