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

8D986787-7BD1-4F66-837E-88CD2A4CEA68

86abad95-f0a6-5610-ab37-d1c5ae5e3b48

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
14.027595269382392
age_years
36
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

  • INTERFERON_ALPHA_RESPONSE+0.706
  • INTERFERON_GAMMA_RESPONSE+0.611
  • E2F_TARGETS+0.572
  • G2M_CHECKPOINT+0.533
  • MYC_TARGETS_V1+0.532
  • MYC_TARGETS_V2+0.463
  • MTORC1_SIGNALING+0.455
  • DNA_REPAIR+0.452
  • NOTCH_SIGNALING+0.436
  • IL6_JAK_STAT3_SIGNALING+0.433

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.391
  • PANCREAS_BETA_CELLS-0.235
  • SPERMATOGENESIS-0.224
  • UV_RESPONSE_DN-0.189
  • BILE_ACID_METABOLISM-0.130
  • HEME_METABOLISM-0.073
  • APICAL_SURFACE-0.062
  • MYOGENESIS-0.045
  • ESTROGEN_RESPONSE_EARLY-0.040
  • XENOBIOTIC_METABOLISM+0.045

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
12B311620-94F3-4B53-B66A-81AC0A32453B
brain-umap@2
0.959
281B10E10-884A-46EB-9F28-758D805FB9B1
brain-umap@2
0.956
3795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.956
4A678E1E5-E02D-49A1-BB2B-C91A60E6382E
brain-umap@2
0.953
5EB8F7B74-694A-4F9F-9C0B-F04006033CA4
brain-umap@2
0.953
630D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.951
7AF0A7BAA-D031-4C9F-91B7-7034F2C49D72
brain-umap@2
0.951
840CDF034-0EBC-42A1-BBD8-492C1494086E
brain-umap@2
0.950
9SRR934949
brain-umap@2
0.949
10A9B59C46-7F32-4DD1-9649-B1788CA5E909
brain-umap@2
0.949

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.706Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.611Idelalisib— uncovered
E2F_TARGETS0.572Inavolisib— uncovered
G2M_CHECKPOINT0.533Inavolisib— uncovered
MYC_TARGETS_V10.532Inavolisib— uncovered
MYC_TARGETS_V20.463Idelalisib— uncovered
MTORC1_SIGNALING0.455Inavolisib— uncovered
DNA_REPAIR0.452Idelalisib— uncovered
NOTCH_SIGNALING0.436Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.433Inavolisib— uncovered
ANGIOGENESIS0.430Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.426Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.423Idelalisib— uncovered
APOPTOSIS0.373Idelalisib— uncovered
TGF_BETA_SIGNALING0.365Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.365Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.354Inavolisib— uncovered
COMPLEMENT0.326Inavolisib— uncovered
GLYCOLYSIS0.325Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.311Idelalisib— uncovered