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

838CD666-8E7E-417B-AA30-1197F9AE078D

288b7cf9-88cd-5a66-875a-7ca9e0befc98

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
19.316688567674113
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

  • OXIDATIVE_PHOSPHORYLATION+0.571
  • ADIPOGENESIS+0.483
  • BILE_ACID_METABOLISM+0.462
  • FATTY_ACID_METABOLISM+0.449
  • COAGULATION+0.446
  • XENOBIOTIC_METABOLISM+0.376
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.359
  • PEROXISOME+0.356
  • APOPTOSIS+0.313
  • ANGIOGENESIS+0.302

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.245
  • SPERMATOGENESIS-0.227
  • HEDGEHOG_SIGNALING-0.207
  • PANCREAS_BETA_CELLS-0.176
  • G2M_CHECKPOINT-0.128
  • E2F_TARGETS-0.100
  • MYOGENESIS-0.069
  • APICAL_JUNCTION-0.064
  • UV_RESPONSE_DN-0.062
  • APICAL_SURFACE-0.050

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1034EEEB2-4BB6-4C72-A63A-C2012C43B4D7
brain-umap@2
0.897
262BFF895-C5CC-4F59-8348-2026B659FDF5
brain-umap@2
0.877
37C6AF8DD-EFA4-4AD7-8AAC-918D686D78BA
brain-umap@2
0.867
4SRR15030876
colon-landscapes@1
0.852
55B9DEC62-3DC7-4DE2-8B20-3E191594FCB4
brain-umap@2
0.849
6D2201D51-9020-4A0D-B2C8-8F7A2F0A918A
brain-umap@2
0.846
7MNG228
mng-umap@100
0.844
8BS_AGTPCRR4
brain-umap@2
Posterior Fossa Ependymoma0.842
96F4F72B3-E2B1-48DD-B9F4-C03AFCE79566
brain-umap@2
0.832
10AUR-AFEC-TTM4-A-1-1-R-A742-41
breast-umap@18
C0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.571Remibrutinib— uncovered
ADIPOGENESIS0.483Inavolisib— uncovered
BILE_ACID_METABOLISM0.462Inavolisib— uncovered
FATTY_ACID_METABOLISM0.449Inavolisib— uncovered
COAGULATION0.446Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.376Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.359Inavolisib— uncovered
PEROXISOME0.356Idelalisib— uncovered
APOPTOSIS0.313Idelalisib— uncovered
ANGIOGENESIS0.302Remibrutinib— uncovered
HEME_METABOLISM0.280Temsirolimus— uncovered
GLYCOLYSIS0.266Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.249Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.246Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.235Idelalisib— uncovered
MTORC1_SIGNALING0.234Inavolisib— uncovered
NOTCH_SIGNALING0.234Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.231Inavolisib— uncovered
COMPLEMENT0.223Inavolisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered