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

R391

cd17edb8-89df-57e7-8ad7-d0b98939ddd0

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
129
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+0.490
  • PROTEIN_SECRETION+0.430
  • G2M_CHECKPOINT+0.400
  • PANCREAS_BETA_CELLS+0.380
  • MITOTIC_SPINDLE+0.250
  • MYC_TARGETS_V1+0.230
  • FATTY_ACID_METABOLISM+0.220
  • SPERMATOGENESIS+0.200
  • ANDROGEN_RESPONSE+0.190
  • MTORC1_SIGNALING+0.140

Top 10 suppressed

  • ANGIOGENESIS-0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • WNT_BETA_CATENIN_SIGNALING-0.400
  • ALLOGRAFT_REJECTION-0.370
  • COAGULATION-0.360
  • P53_PATHWAY-0.340
  • INFLAMMATORY_RESPONSE-0.310
  • MYOGENESIS-0.310
  • NOTCH_SIGNALING-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.290

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
1R356
bladder-landscape@3
0.925
2R288
bladder-landscape@3
0.916
3SRR12202430
bladder-landscape@3
0.897
4R320
bladder-landscape@3
0.893
5R150
bladder-landscape@3
0.884
6SRR1797285
lung-landscapes@6
cohortSC0.879
7DRR168591
bladder-landscape@3
0.877
8SRR1797279
lung-landscapes@6
cohortSC0.875
9SRR12202425
bladder-landscape@3
0.864
10TCGA-62-A46O-01A-11R-A24H-07
lung-landscapes@6
cohortA40.856

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.490Inavolisib— uncovered
PROTEIN_SECRETION0.430Remibrutinib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
MTORC1_SIGNALING0.140Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
PEROXISOME0.130Idelalisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
UV_RESPONSE_DN0.040Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered
GLYCOLYSIS0.020Inavolisib— uncovered