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

R227

6e6b284e-e746-59b2-9c79-c89deb067b05

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
overall_survival_months
114
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

  • PANCREAS_BETA_CELLS+0.360
  • E2F_TARGETS+0.320
  • SPERMATOGENESIS+0.320
  • G2M_CHECKPOINT+0.260
  • KRAS_SIGNALING_DN+0.190
  • MYC_TARGETS_V2+0.140
  • ANGIOGENESIS+0.120
  • KRAS_SIGNALING_UP+0.100
  • APICAL_SURFACE+0.090
  • INFLAMMATORY_RESPONSE+0.040

Top 10 suppressed

  • P53_PATHWAY-0.370
  • TNFA_SIGNALING_VIA_NFKB-0.370
  • DNA_REPAIR-0.340
  • TGF_BETA_SIGNALING-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.330
  • PI3K_AKT_MTOR_SIGNALING-0.320
  • APOPTOSIS-0.310
  • NOTCH_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.280

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1DRR168608
bladder-landscape@3
0.881
2MNG459
mng-umap@100
0.835
3R283
bladder-landscape@3
0.834
4MDT-AP-1141
medullo-epn-umap@date-based
MedMedulloblastoma0.834
5MNG159
mng-umap@100
0.833
6SRR25617835
breast-umap@18
D0.831
7MNG542
mng-umap@100
0.825
8SRR934973
brain-umap@2
0.823
9BS_HHPA8NJ2
brain-umap@2
medulloblastoma0.820
10SRR23303770
bladder-landscape@3
0.808

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
SPERMATOGENESIS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
MYC_TARGETS_V20.140Idelalisib— uncovered
ANGIOGENESIS0.120Remibrutinib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.040Idelalisib— uncovered
MYC_TARGETS_V10.040Inavolisib— uncovered
COAGULATION0.020Binimetinib— uncovered