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

E528D9EE-41C3-4D4C-B16F-ABBDD6E31B84

db973a8e-ac96-5383-9d89-6682e6a99faf

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
156.11038107752955
age_years
41
sex
Female

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_V1+0.591
  • MYC_TARGETS_V2+0.562
  • E2F_TARGETS+0.561
  • G2M_CHECKPOINT+0.560
  • NOTCH_SIGNALING+0.551
  • DNA_REPAIR+0.435
  • MITOTIC_SPINDLE+0.366
  • OXIDATIVE_PHOSPHORYLATION+0.362
  • WNT_BETA_CATENIN_SIGNALING+0.362
  • UNFOLDED_PROTEIN_RESPONSE+0.326

Top 10 suppressed

  • MYOGENESIS-0.389
  • COAGULATION-0.387
  • KRAS_SIGNALING_DN-0.386
  • INTERFERON_GAMMA_RESPONSE-0.339
  • INTERFERON_ALPHA_RESPONSE-0.337
  • IL6_JAK_STAT3_SIGNALING-0.327
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.321
  • INFLAMMATORY_RESPONSE-0.316
  • TNFA_SIGNALING_VIA_NFKB-0.316
  • HYPOXIA-0.301

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
14938761D-0762-4984-A399-BC036D6D2140
brain-umap@2
0.954
230906368-89BC-42E0-8F7B-81B1DEDE812D
brain-umap@2
0.932
36E8A9288-C2F1-4DDE-B52B-7656DB802FB4
brain-umap@2
0.928
4A85A0E3A-2CB9-40EB-80E9-125EC137151B
brain-umap@2
0.927
50D600773-1B42-4F04-BCEA-39F658DF63F1
brain-umap@2
0.927
6E3A67B7B-7427-4C11-912B-166451072767
brain-umap@2
0.926
72C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.926
85F991EDF-3871-4111-9A04-BF6CA02648CA
brain-umap@2
0.924
9SRR934765
brain-umap@2
0.924
10SRR934879
brain-umap@2
0.922

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_V10.591Inavolisib— uncovered
MYC_TARGETS_V20.562Idelalisib— uncovered
E2F_TARGETS0.561Inavolisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
NOTCH_SIGNALING0.551Inavolisib— uncovered
DNA_REPAIR0.435Idelalisib— uncovered
MITOTIC_SPINDLE0.366Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.362Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.362Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.326Idelalisib— uncovered
HEDGEHOG_SIGNALING0.304Inavolisib— uncovered
MTORC1_SIGNALING0.236Inavolisib— uncovered
PROTEIN_SECRETION0.218Remibrutinib— uncovered
TGF_BETA_SIGNALING0.179Inavolisib— uncovered
PEROXISOME0.149Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.095Inavolisib— uncovered
GLYCOLYSIS0.056Inavolisib— uncovered
PANCREAS_BETA_CELLS0.042Cobimetinib— uncovered
ADIPOGENESIS0.038Inavolisib— uncovered
UV_RESPONSE_DN0.022Inavolisib— uncovered