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

8DA59514-8B25-493E-B226-818F2521B5D5

00ebfcda-f027-5ffe-84ad-734997b64c42

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
7.588699080157687
age_years
56
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

  • MYC_TARGETS_V1+0.619
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.571
  • TNFA_SIGNALING_VIA_NFKB+0.560
  • OXIDATIVE_PHOSPHORYLATION+0.558
  • E2F_TARGETS+0.547
  • MYC_TARGETS_V2+0.531
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.530
  • DNA_REPAIR+0.513
  • INTERFERON_ALPHA_RESPONSE+0.505
  • IL6_JAK_STAT3_SIGNALING+0.496

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.335
  • MITOTIC_SPINDLE-0.160
  • SPERMATOGENESIS-0.143
  • MYOGENESIS-0.095
  • HEDGEHOG_SIGNALING-0.061
  • HEME_METABOLISM-0.055
  • BILE_ACID_METABOLISM-0.031
  • UV_RESPONSE_DN-0.031
  • APICAL_SURFACE-0.006
  • ESTROGEN_RESPONSE_EARLY-0.001

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
11B326CC6-3916-4D1D-A238-7B3C42F3E6C6
brain-umap@2
0.970
29BB56866-4E99-4E8A-A63F-2D4801558F14
brain-umap@2
0.969
33027792F-79B6-4729-9452-C4A72A7C4686
brain-umap@2
0.969
4788A8487-6A02-4BF5-8E84-16BE5D92BF0F
brain-umap@2
0.967
553B31ABD-AD68-4A44-A525-23FD413115D5
brain-umap@2
0.966
6SRR934883
brain-umap@2
0.966
74A54E284-9902-4E4C-A5BC-1BF144106EA3
brain-umap@2
0.964
8CC9815B3-88D0-4376-B96F-B979E1FBD0C7
brain-umap@2
0.963
95063882F-6377-4976-BB48-7275D46C44E6
brain-umap@2
0.962
10AE47BCDE-A2D2-43EF-8EC7-78E4D1817EEE
brain-umap@2
0.962

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.619Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.571Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.560Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.558Remibrutinib— uncovered
E2F_TARGETS0.547Inavolisib— uncovered
MYC_TARGETS_V20.531Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.530Inavolisib— uncovered
DNA_REPAIR0.513Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.505Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.496Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.496Idelalisib— uncovered
MTORC1_SIGNALING0.485Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.482Idelalisib— uncovered
ALLOGRAFT_REJECTION0.467Idelalisib— uncovered
ANGIOGENESIS0.457Remibrutinib— uncovered
G2M_CHECKPOINT0.455Inavolisib— uncovered
APOPTOSIS0.444Idelalisib— uncovered
HYPOXIA0.443Idelalisib— uncovered
GLYCOLYSIS0.424Inavolisib— uncovered
COAGULATION0.418Binimetinib— uncovered