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

513fb61a-1339-45d2-8963-6337e3aff5df

e3ec0656-facc-5a85-b987-9255482fe0e5

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
age_years
51

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+0.560
  • MYC_TARGETS_V1+0.540
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • E2F_TARGETS+0.410
  • DNA_REPAIR+0.360
  • FATTY_ACID_METABOLISM+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.280
  • G2M_CHECKPOINT+0.270
  • PEROXISOME+0.240
  • SPERMATOGENESIS+0.220

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.540
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INTERFERON_GAMMA_RESPONSE-0.470
  • HEDGEHOG_SIGNALING-0.450
  • KRAS_SIGNALING_UP-0.440
  • TNFA_SIGNALING_VIA_NFKB-0.430
  • ALLOGRAFT_REJECTION-0.420
  • UV_RESPONSE_DN-0.410
  • ANGIOGENESIS-0.400

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
164935b9c-623d-40d4-bd89-f2af006b1f92
colon-landscapes@1
0.948
2SRR12475110
colon-landscapes@1
0.937
3AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.928
4a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.924
5TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.923
6f8d9864e-e148-4e60-9d9d-3df2897050cd
colon-landscapes@1
0.921
7TCGA-CQ-6225-01A-11R-1915-07
head-neck@1
0.921
82d8cab40-0dda-4d6d-a9ba-83a82a7e1c15
colon-landscapes@1
0.919
9C3L-00993
lung-landscapes@6
cohortSQ10.916
10bbeadeec-bb57-4762-8828-3bd1696748fb
colon-landscapes@1
0.916

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.560Idelalisib— uncovered
MYC_TARGETS_V10.540Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.280Idelalisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.050Inavolisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered
BILE_ACID_METABOLISM0.020Inavolisib— uncovered