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

R303

229853fa-cf46-5d71-a4a2-0cf4f22f29f8

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
62
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

  • INTERFERON_ALPHA_RESPONSE+0.680
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.620
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.590
  • HEDGEHOG_SIGNALING+0.550
  • IL6_JAK_STAT3_SIGNALING+0.550
  • INFLAMMATORY_RESPONSE+0.510
  • ANGIOGENESIS+0.500
  • COMPLEMENT+0.480
  • COAGULATION+0.460

Top 10 suppressed

  • PEROXISOME-0.150
  • BILE_ACID_METABOLISM-0.130
  • HEME_METABOLISM-0.070
  • PANCREAS_BETA_CELLS-0.060
  • DNA_REPAIR-0.050
  • FATTY_ACID_METABOLISM-0.040
  • ADIPOGENESIS-0.020
  • OXIDATIVE_PHOSPHORYLATION-0.010
  • PROTEIN_SECRETION-0.010
  • ESTROGEN_RESPONSE_EARLY+0.000

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8943031
bladder-landscape@3
0.903
2C3L-02951
lung-landscapes@6
cohortSQ10.901
3TCGA-FD-A62N-01A-11R-A30C-07
bladder-landscape@3
0.900
4TCGA-66-2744-01A-01R-0980-07
lung-landscapes@6
cohortA10.892
5BS_J1AB8PMA
medullo-epn-umap@date-based
MedMedulloblastoma0.888
6MNG1029
mng-umap@100
0.884
7AUR-AFUI-TTP1-A-1-0-R-A743-41
breast-umap@18
C0.884
8R409
bladder-landscape@3
0.883
9MDT-AP-2086
medullo-epn-umap@date-based
MedMedulloblastoma0.882
10R317
bladder-landscape@3
0.882

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
INTERFERON_ALPHA_RESPONSE0.680Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.620Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.590Idelalisib— uncovered
HEDGEHOG_SIGNALING0.550Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.550Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.510Idelalisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
COMPLEMENT0.480Inavolisib— uncovered
COAGULATION0.460Binimetinib— uncovered
HYPOXIA0.410Idelalisib— uncovered
KRAS_SIGNALING_UP0.390Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
APICAL_JUNCTION0.380Inavolisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
GLYCOLYSIS0.280Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered