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

TCGA-FJ-A3Z7-01A-12R-A23N-07

631733e9-7bf9-5c6b-83e7-d344f306c564

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
31.04467806
os_event
false
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

  • PANCREAS_BETA_CELLS+0.420
  • KRAS_SIGNALING_DN+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.350
  • ANGIOGENESIS+0.290
  • KRAS_SIGNALING_UP+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • SPERMATOGENESIS+0.240
  • INFLAMMATORY_RESPONSE+0.230
  • COAGULATION+0.200
  • MYOGENESIS+0.190

Top 10 suppressed

  • MYC_TARGETS_V1-0.680
  • OXIDATIVE_PHOSPHORYLATION-0.600
  • DNA_REPAIR-0.570
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.570
  • MYC_TARGETS_V2-0.560
  • MITOTIC_SPINDLE-0.520
  • PROTEIN_SECRETION-0.510
  • PI3K_AKT_MTOR_SIGNALING-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.480

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MDT-AP-1142
medullo-epn-umap@date-based
MedMedulloblastoma0.951
2MNG466
mng-umap@100
0.946
3SRR12202435
bladder-landscape@3
0.938
4SJEPD001523_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.936
5MNG1135
mng-umap@100
0.936
6MNG204
mng-umap@100
0.936
7MNG436
mng-umap@100
0.929
8SRR1459423
brain-umap@2
GTEX0.927
9SRR1340301
brain-umap@2
GTEX0.927
10SRR1334440
brain-umap@2
GTEX0.926

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.420Cobimetinib— uncovered
KRAS_SIGNALING_DN0.390Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
COAGULATION0.200Binimetinib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.090Inavolisib— uncovered
IL2_STAT5_SIGNALING0.070Idelalisib— uncovered
ALLOGRAFT_REJECTION0.010Idelalisib— uncovered