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

b038a717-19be-40c4-a4df-992156b5e2a2

0a3ba0c0-7449-560d-9501-e089319abc8d

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
74.1026694045175

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+0.510
  • MYC_TARGETS_V1+0.420
  • E2F_TARGETS+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • UV_RESPONSE_UP+0.330
  • MTORC1_SIGNALING+0.320
  • G2M_CHECKPOINT+0.310
  • TGF_BETA_SIGNALING+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.260
  • INTERFERON_GAMMA_RESPONSE-0.260
  • BILE_ACID_METABOLISM-0.230
  • PANCREAS_BETA_CELLS-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • HEDGEHOG_SIGNALING-0.140
  • IL6_JAK_STAT3_SIGNALING-0.140
  • COMPLEMENT-0.130
  • XENOBIOTIC_METABOLISM-0.110
  • ALLOGRAFT_REJECTION-0.100

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
1TCGA-73-4670-01A-01R-1206-07
lung-landscapes@6
cohortA40.787
2MDT-AP-0535
medullo-epn-umap@date-based
MedMedulloblastoma0.775
3MNG437
mng-umap@100
0.766
4TCGA-56-A5DR-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ10.766
5SRR4195653
colon-landscapes@1
0.758
6s0122203
melanoma-umap@29
0.752
76a8cad2e-350a-4c0b-9680-41d83ef1eb5d
colon-landscapes@1
0.752
8TCGA-B6-A0RE-01A-11R-A056-07
breast-umap@18
E0.745
9TCGA-92-8063-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.745
10MNG334
mng-umap@100
0.745

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.510Idelalisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
UV_RESPONSE_UP0.330Idelalisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
G2M_CHECKPOINT0.310Inavolisib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.290Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.260Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
APOPTOSIS0.170Idelalisib— uncovered
GLYCOLYSIS0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.130Inavolisib— uncovered
ADIPOGENESIS0.120Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PEROXISOME0.120Idelalisib— uncovered