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

R26

26b2c6f6-41d7-531e-b543-3b3b0ff3e33a

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
13
sex
Female

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+0.500
  • ANGIOGENESIS+0.420
  • MYC_TARGETS_V1+0.420
  • E2F_TARGETS+0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.330
  • HEDGEHOG_SIGNALING+0.330
  • GLYCOLYSIS+0.310
  • G2M_CHECKPOINT+0.300
  • HYPOXIA+0.270
  • MTORC1_SIGNALING+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.440
  • IL6_JAK_STAT3_SIGNALING-0.300
  • PROTEIN_SECRETION-0.220
  • PI3K_AKT_MTOR_SIGNALING-0.200
  • TGF_BETA_SIGNALING-0.190
  • COMPLEMENT-0.180
  • PEROXISOME-0.150
  • KRAS_SIGNALING_UP-0.140
  • ALLOGRAFT_REJECTION-0.130

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
1SRR1516100
bladder-landscape@3
0.863
2TCGA-85-6798-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.843
3SRR10899997
melanoma-umap@29
0.821
456218_S133
lung-landscapes@6
cohortSQ10.819
5TCGA-85-A4CN-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.812
6TCGA-34-5236-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.806
7TCGA-22-5482-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.805
8SRR8518158
breast-umap@18
E0.801
9R156
bladder-landscape@3
0.789
10TCGA-58-8391-01A-11R-2326-07
lung-landscapes@6
cohortSQ20.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.500Idelalisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
GLYCOLYSIS0.310Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
HYPOXIA0.270Idelalisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
COAGULATION0.190Binimetinib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered