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

DRR168527

23b99d8c-d9e3-51fb-82b6-268dd5612c35

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_V2+0.470
  • DNA_REPAIR+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.370
  • P53_PATHWAY+0.330
  • MYC_TARGETS_V1+0.320
  • TGF_BETA_SIGNALING+0.310
  • UV_RESPONSE_UP+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • APOPTOSIS+0.250

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.430
  • ALLOGRAFT_REJECTION-0.410
  • INTERFERON_GAMMA_RESPONSE-0.370
  • INFLAMMATORY_RESPONSE-0.340
  • IL6_JAK_STAT3_SIGNALING-0.330
  • COMPLEMENT-0.220
  • KRAS_SIGNALING_UP-0.200
  • SPERMATOGENESIS-0.180
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.140
  • COAGULATION-0.120

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
1DRR168575
bladder-landscape@3
0.839
2TCGA-22-5482-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.827
3SRR12475158
colon-landscapes@1
0.802
4SRR8942944
bladder-landscape@3
0.794
5R277
bladder-landscape@3
0.792
6TCGA-43-A474-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.787
7TCGA-85-6798-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.783
8SRR6013542
lung-landscapes@6
cohortSQ10.782
9s0112297
melanoma-umap@29
0.780
10BS_K3ER45RV
medullo-epn-umap@date-based
MedMedulloblastoma0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.470Idelalisib— uncovered
DNA_REPAIR0.380Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.380Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
P53_PATHWAY0.330Idelalisib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.250Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.250Inavolisib— uncovered
GLYCOLYSIS0.250Inavolisib— uncovered
ADIPOGENESIS0.240Inavolisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
APICAL_JUNCTION0.210Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered