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

CBE04BB7-A357-484D-BFDB-2CAEEC629123

ee91ad17-9bc1-5b9c-ad79-5ef9b5f762f5

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
23.19316688567674
age_years
35
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_V2+0.615
  • MYC_TARGETS_V1+0.518
  • OXIDATIVE_PHOSPHORYLATION+0.511
  • UNFOLDED_PROTEIN_RESPONSE+0.499
  • MTORC1_SIGNALING+0.427
  • DNA_REPAIR+0.415
  • HEDGEHOG_SIGNALING+0.356
  • P53_PATHWAY+0.335
  • E2F_TARGETS+0.332
  • GLYCOLYSIS+0.314

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.288
  • SPERMATOGENESIS-0.288
  • ALLOGRAFT_REJECTION-0.238
  • INFLAMMATORY_RESPONSE-0.227
  • BILE_ACID_METABOLISM-0.225
  • INTERFERON_ALPHA_RESPONSE-0.207
  • COMPLEMENT-0.206
  • APICAL_SURFACE-0.197
  • MYOGENESIS-0.197
  • INTERFERON_GAMMA_RESPONSE-0.185

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
1SRR12696801
melanoma-umap@29
0.848
2A21DDF04-BECE-498B-81EA-F6953CD30D82
brain-umap@2
0.839
31F4CD8D0-E2FD-45AA-8CE2-8C0488916778
brain-umap@2
0.829
46F0A1EAE-1DBE-4C19-BC3A-DB41CE9C56DA
brain-umap@2
0.818
558A2E073-D3DE-44B2-9065-3DE14B53B3A2
brain-umap@2
0.814
6FB7673F7-FF7F-4C3C-A8C6-9C11C6BB71D5
brain-umap@2
0.804
7R205
bladder-landscape@3
0.803
8DAE9D154-5E0C-4961-9110-9E5653AAA787
brain-umap@2
0.801
9SAMN03290906
melanoma-umap@29
0.793
10SRR934967
brain-umap@2
0.792

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.615Idelalisib— uncovered
MYC_TARGETS_V10.518Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.511Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.499Idelalisib— uncovered
MTORC1_SIGNALING0.427Inavolisib— uncovered
DNA_REPAIR0.415Idelalisib— uncovered
HEDGEHOG_SIGNALING0.356Inavolisib— uncovered
P53_PATHWAY0.335Idelalisib— uncovered
E2F_TARGETS0.332Inavolisib— uncovered
GLYCOLYSIS0.314Inavolisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
HYPOXIA0.273Idelalisib— uncovered
G2M_CHECKPOINT0.227Inavolisib— uncovered
UV_RESPONSE_UP0.224Idelalisib— uncovered
ADIPOGENESIS0.215Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.202Inavolisib— uncovered
ANDROGEN_RESPONSE0.178Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.167Inavolisib— uncovered
TGF_BETA_SIGNALING0.151Inavolisib— uncovered