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

R14

6d0a61da-b0f2-5be3-a35f-d1a48aece0e4

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
48
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

  • ANGIOGENESIS+0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • COAGULATION+0.240
  • MYOGENESIS+0.230
  • E2F_TARGETS+0.210
  • IL2_STAT5_SIGNALING+0.190
  • APICAL_JUNCTION+0.170
  • APICAL_SURFACE+0.170
  • KRAS_SIGNALING_DN+0.160
  • PANCREAS_BETA_CELLS+0.160

Top 10 suppressed

  • PROTEIN_SECRETION-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • ANDROGEN_RESPONSE-0.290
  • PI3K_AKT_MTOR_SIGNALING-0.280
  • MYC_TARGETS_V1-0.270
  • MYC_TARGETS_V2-0.250
  • TGF_BETA_SIGNALING-0.250
  • TNFA_SIGNALING_VIA_NFKB-0.240
  • ADIPOGENESIS-0.220
  • HYPOXIA-0.220

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R396
bladder-landscape@3
0.854
2MDT-AP-0317
medullo-epn-umap@date-based
MedMedulloblastoma0.769
3GSM5359446
bladder-landscape@3
0.769
4SRR12202473
bladder-landscape@3
0.769
5R402
bladder-landscape@3
0.762
6R426
bladder-landscape@3
0.736
7BS_JT82QGXF
medullo-epn-umap@date-based
MedMedulloblastoma0.723
8SRR819793
brain-umap@2
GTEX0.720
9MDT-AP-0374
medullo-epn-umap@date-based
MedMedulloblastoma0.720
10MNG1166
mng-umap@100
0.720

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.460Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
MYOGENESIS0.230Inavolisib— uncovered
E2F_TARGETS0.210Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.140Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.080Idelalisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
G2M_CHECKPOINT0.060Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.060Idelalisib— uncovered
MITOTIC_SPINDLE0.060Inavolisib— uncovered