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

DRR168603

0192591b-52db-5505-8057-7b7dad63a9ad

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
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • ANGIOGENESIS+0.510
  • INFLAMMATORY_RESPONSE+0.470
  • ALLOGRAFT_REJECTION+0.450
  • KRAS_SIGNALING_UP+0.350
  • COMPLEMENT+0.340
  • IL6_JAK_STAT3_SIGNALING+0.340
  • G2M_CHECKPOINT+0.330
  • E2F_TARGETS+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.290

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.410
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • P53_PATHWAY-0.360
  • GLYCOLYSIS-0.340
  • PEROXISOME-0.330
  • ADIPOGENESIS-0.320
  • PROTEIN_SECRETION-0.270
  • DNA_REPAIR-0.250
  • FATTY_ACID_METABOLISM-0.250
  • MYC_TARGETS_V1-0.240

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
1R263
bladder-landscape@3
0.881
2c56e13bb-f1b0-4ee3-85c1-807c7c3bcef9
colon-landscapes@1
0.879
3SRR23303766
bladder-landscape@3
0.863
4ULC0085T_S41
lung-landscapes@6
cohortA10.847
5SRR12475140
colon-landscapes@1
0.827
6b3f7d666-c19c-4dd3-94b7-b85877c8ea28
colon-landscapes@1
0.817
7SRR25043625
head-neck@1
0.792
8DRR168533
bladder-landscape@3
0.785
9GSM5359446
bladder-landscape@3
0.779
10ERR2278875
head-neck@1
0.762

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.510Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.470Idelalisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered