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

R413

57535832-c46a-5053-8480-516873ff0009

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
60
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

  • APICAL_SURFACE+0.410
  • CHOLESTEROL_HOMEOSTASIS+0.400
  • FATTY_ACID_METABOLISM+0.390
  • GLYCOLYSIS+0.350
  • E2F_TARGETS+0.300
  • ANDROGEN_RESPONSE+0.290
  • KRAS_SIGNALING_DN+0.270
  • ESTROGEN_RESPONSE_LATE+0.250
  • XENOBIOTIC_METABOLISM+0.230
  • BILE_ACID_METABOLISM+0.220

Top 10 suppressed

  • MYC_TARGETS_V2-0.310
  • MYC_TARGETS_V1-0.250
  • WNT_BETA_CATENIN_SIGNALING-0.250
  • PI3K_AKT_MTOR_SIGNALING-0.220
  • TGF_BETA_SIGNALING-0.220
  • ALLOGRAFT_REJECTION-0.190
  • OXIDATIVE_PHOSPHORYLATION-0.170
  • ANGIOGENESIS-0.160
  • P53_PATHWAY-0.160
  • DNA_REPAIR-0.140

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
1SRR23303732
bladder-landscape@3
0.635
2MNG1244
mng-umap@100
0.627
3MNG223
mng-umap@100
0.604
4MNG821
mng-umap@100
0.575
50ef944a9-2a51-4518-8a4f-4e7226248061
colon-landscapes@1
0.574
6R326
bladder-landscape@3
0.547
7R213
bladder-landscape@3
0.536
8R382
bladder-landscape@3
0.532
9TCGA-BA-4077-01B-01R-1436-07
head-neck@1
0.529
10MNG209
mng-umap@100
0.523

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
APICAL_SURFACE0.410Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.400Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.390Inavolisib— uncovered
GLYCOLYSIS0.350Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.230Inavolisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
HYPOXIA0.210Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
MTORC1_SIGNALING0.170Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.160Inavolisib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.150Inavolisib— uncovered