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

53BA607F-7939-40D9-BEFA-DC4ABDC7630B

4d47553f-9cfc-5f93-aaa3-b85e7f38d468

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
14.947437582128778
age_years
41
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

  • NOTCH_SIGNALING+0.591
  • TGF_BETA_SIGNALING+0.450
  • MITOTIC_SPINDLE+0.405
  • MYC_TARGETS_V2+0.379
  • G2M_CHECKPOINT+0.371
  • PROTEIN_SECRETION+0.371
  • WNT_BETA_CATENIN_SIGNALING+0.352
  • UNFOLDED_PROTEIN_RESPONSE+0.335
  • MYC_TARGETS_V1+0.334
  • E2F_TARGETS+0.330

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.400
  • KRAS_SIGNALING_DN-0.388
  • SPERMATOGENESIS-0.280
  • APICAL_SURFACE-0.225
  • MYOGENESIS-0.197
  • COAGULATION-0.148
  • ANGIOGENESIS-0.137
  • ALLOGRAFT_REJECTION-0.098
  • HYPOXIA-0.077
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.056

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
14099642A-F8D6-428C-AA12-1E76C27BB368
brain-umap@2
0.938
2F90967A5-96C6-4669-BCFB-0C51F539B0E7
brain-umap@2
0.917
3745233F1-DF41-4DDA-9146-1666DD59355E
brain-umap@2
0.906
41F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.905
50A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.904
6E9D4A83F-EADA-4330-911A-8F02393E0BA3
brain-umap@2
0.903
7F35F85A8-B3CD-4116-990F-94B2E432F902
brain-umap@2
0.896
8SRR934870
brain-umap@2
0.896
9AE32CA37-A422-42E3-AA29-0149CF1A3019
brain-umap@2
0.896
10SRR934863
brain-umap@2
0.893

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.591Inavolisib— uncovered
TGF_BETA_SIGNALING0.450Inavolisib— uncovered
MITOTIC_SPINDLE0.405Inavolisib— uncovered
MYC_TARGETS_V20.379Idelalisib— uncovered
G2M_CHECKPOINT0.371Inavolisib— uncovered
PROTEIN_SECRETION0.371Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.352Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.335Idelalisib— uncovered
MYC_TARGETS_V10.334Inavolisib— uncovered
E2F_TARGETS0.330Inavolisib— uncovered
DNA_REPAIR0.324Idelalisib— uncovered
ADIPOGENESIS0.302Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.286Inavolisib— uncovered
HEME_METABOLISM0.205Temsirolimus— uncovered
ANDROGEN_RESPONSE0.188Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.179Inavolisib— uncovered
BILE_ACID_METABOLISM0.178Inavolisib— uncovered
UV_RESPONSE_DN0.164Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.149Remibrutinib— uncovered
P53_PATHWAY0.148Idelalisib— uncovered