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

DRR168565

f9898590-dbad-5514-986e-a8c59746860a

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
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_V1+0.310
  • PROTEIN_SECRETION+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.230
  • PEROXISOME+0.150
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.080
  • MYC_TARGETS_V2+0.050
  • ADIPOGENESIS+0.010
  • FATTY_ACID_METABOLISM+0.010
  • ANDROGEN_RESPONSE+0.000
  • NOTCH_SIGNALING-0.010

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • ANGIOGENESIS-0.470
  • INFLAMMATORY_RESPONSE-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • INTERFERON_ALPHA_RESPONSE-0.440
  • ALLOGRAFT_REJECTION-0.410
  • HYPOXIA-0.400
  • IL2_STAT5_SIGNALING-0.370
  • INTERFERON_GAMMA_RESPONSE-0.370

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-A8-A08C-01A-11R-A00Z-07
breast-umap@18
B0.931
2SRR8943016
bladder-landscape@3
0.920
3BS_SDCNP7MW
medullo-epn-umap@date-based
EPNEPN Tumor0.907
4MDT-AP-0395
medullo-epn-umap@date-based
MedMedulloblastoma0.900
5s0095168
melanoma-umap@29
0.893
6SRR23303735
bladder-landscape@3
0.891
7BS_K74PZET7
medullo-epn-umap@date-based
MedMedulloblastoma0.890
8SRR1387875
brain-umap@2
GTEX0.887
9MDT-AP-3207
medullo-epn-umap@date-based
MedMedulloblastoma0.884
10SRR5088889
melanoma-umap@29
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.310Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.230Remibrutinib— uncovered
PEROXISOME0.150Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.080Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered
FATTY_ACID_METABOLISM0.010Inavolisib— uncovered