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

DRR168560

2645401d-cd66-5576-abe7-0fd20c2baebe

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

  • E2F_TARGETS+0.630
  • G2M_CHECKPOINT+0.620
  • INTERFERON_ALPHA_RESPONSE+0.610
  • MYC_TARGETS_V2+0.600
  • MYC_TARGETS_V1+0.570
  • INTERFERON_GAMMA_RESPONSE+0.510
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.430
  • MTORC1_SIGNALING+0.410
  • DNA_REPAIR+0.370

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.390
  • TGF_BETA_SIGNALING-0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • ESTROGEN_RESPONSE_EARLY-0.260
  • UV_RESPONSE_DN-0.180
  • NOTCH_SIGNALING-0.160
  • PANCREAS_BETA_CELLS-0.160
  • TNFA_SIGNALING_VIA_NFKB-0.150
  • KRAS_SIGNALING_UP-0.130
  • HYPOXIA-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-PQ-A6FI-01A-11R-A31N-07
bladder-landscape@3
0.874
2TCGA-HD-7832-01A-11R-2132-07
head-neck@1
0.871
3SRR8518360
breast-umap@18
E0.850
4E0173AAB-678A-46E0-B701-C79A6BE9B9D8
brain-umap@2
0.844
5TCGA-18-3416-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.838
6TCGA-39-5016-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.832
7TCGA-T3-A92N-01A-11R-A39I-07
head-neck@1
0.829
8e8381a92.5379.4ece.8414.230d0f0026e1
lung-landscapes@6
cohortA10.824
9TCGA-66-2794-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.821
10DRR168607
bladder-landscape@3
0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.630Inavolisib— uncovered
G2M_CHECKPOINT0.620Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.610Inavolisib— uncovered
MYC_TARGETS_V20.600Idelalisib— uncovered
MYC_TARGETS_V10.570Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.430Inavolisib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
DNA_REPAIR0.370Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
COMPLEMENT0.210Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered