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

R309

ab3ff401-8b1d-58f8-9636-7de7d703c601

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
60
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_V2+0.690
  • MYC_TARGETS_V1+0.480
  • E2F_TARGETS+0.460
  • G2M_CHECKPOINT+0.370
  • PANCREAS_BETA_CELLS+0.260
  • GLYCOLYSIS+0.250
  • MTORC1_SIGNALING+0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.250
  • OXIDATIVE_PHOSPHORYLATION+0.240
  • PEROXISOME+0.240

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • INTERFERON_GAMMA_RESPONSE-0.390
  • PROTEIN_SECRETION-0.370
  • TGF_BETA_SIGNALING-0.310
  • ALLOGRAFT_REJECTION-0.280
  • PI3K_AKT_MTOR_SIGNALING-0.270
  • IL6_JAK_STAT3_SIGNALING-0.260
  • COMPLEMENT-0.220
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.190
  • INFLAMMATORY_RESPONSE-0.190

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
1SRR8942959
bladder-landscape@3
0.880
2AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.849
3TCGA-39-5037-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.847
443c87798-5762-42c1-b7d8-47fc126fc2d3
melanoma-umap@29
0.842
5MNG517
mng-umap@100
0.837
6TCGA-85-8354-01A-31R-2326-07
lung-landscapes@6
cohortSQ20.832
7C3N-02434
lung-landscapes@6
cohortSQ20.832
8TCGA-66-2781-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.825
9TCGA-56-8304-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.820
10MDT-AP-0412
medullo-epn-umap@date-based
MedMedulloblastoma0.820

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.690Idelalisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
E2F_TARGETS0.460Inavolisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
GLYCOLYSIS0.250Inavolisib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
PEROXISOME0.240Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered