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

DRR168590

2e253e28-8db3-5f1f-9d0d-2a7b630d3a75

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

  • MITOTIC_SPINDLE+0.450
  • ANGIOGENESIS+0.340
  • NOTCH_SIGNALING+0.320
  • APICAL_JUNCTION+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.310
  • HYPOXIA+0.280
  • P53_PATHWAY+0.280
  • MYOGENESIS+0.260
  • UV_RESPONSE_DN+0.260
  • PI3K_AKT_MTOR_SIGNALING+0.250

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.350
  • MYC_TARGETS_V1-0.330
  • OXIDATIVE_PHOSPHORYLATION-0.290
  • MYC_TARGETS_V2-0.230
  • SPERMATOGENESIS-0.200
  • KRAS_SIGNALING_DN-0.190
  • INFLAMMATORY_RESPONSE-0.160
  • INTERFERON_GAMMA_RESPONSE-0.150
  • INTERFERON_ALPHA_RESPONSE-0.120
  • PANCREAS_BETA_CELLS-0.080

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-BH-A18J-01A-11R-A12D-07
breast-umap@18
C0.765
2TCGA-B6-A0RI-01A-11R-A056-07
breast-umap@18
B0.756
3MNG471
mng-umap@100
0.747
4TCGA-77-8145-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.737
5MNG1012
mng-umap@100
0.730
6TCGA-77-8146-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.727
7TCGA-85-A50M-01A-21R-A262-07
lung-landscapes@6
cohortSQ10.723
8R211
bladder-landscape@3
0.713
9TCGA-CV-5979-01A-11R-1686-07
head-neck@1
0.708
10TCGA-CR-7365-01A-11R-2016-07
head-neck@1
0.702

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.450Inavolisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
NOTCH_SIGNALING0.320Inavolisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.310Inavolisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
P53_PATHWAY0.280Idelalisib— uncovered
MYOGENESIS0.260Inavolisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
APOPTOSIS0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.110Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered