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

BS_SAA624A4

EPN · EPN Tumor

5a66fc42-5088-5551-ae28-1bacfd400602

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
EPN
cancer_type_detailed
subtype
EPN Tumor
cancer_type
EPN
subtype
EPN Tumor
overall_survival_months
70.08
os_event
false
age_years
11.885
sex
M
race
White
e1_e2
E2
umap1_2d
-7.685332052
umap2_2d
-0.100695592
umap1_3d
1.097368513
umap2_3d
3.449384787
umap3_3d
1.918782741
dataset
EPN-CBTN

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+0.320
  • KRAS_SIGNALING_DN+0.210
  • SPERMATOGENESIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.190
  • BILE_ACID_METABOLISM+0.110
  • ALLOGRAFT_REJECTION+0.070
  • COAGULATION+0.050
  • MYOGENESIS-0.010
  • DNA_REPAIR-0.040
  • PEROXISOME-0.060

Top 10 suppressed

  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.500
  • WNT_BETA_CATENIN_SIGNALING-0.500
  • TGF_BETA_SIGNALING-0.460
  • HEDGEHOG_SIGNALING-0.450
  • NOTCH_SIGNALING-0.450
  • PI3K_AKT_MTOR_SIGNALING-0.450
  • ANDROGEN_RESPONSE-0.420
  • MTORC1_SIGNALING-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.380

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
1BS_SAA624A4
brain-umap@2
Spinal Cord Ependymoma0.953
2SRR1332048
brain-umap@2
GTEX0.895
3MNG506
mng-umap@100
0.895
4MNG599
mng-umap@100
0.892
5MNG1296
mng-umap@100
0.890
6SRR1490465
brain-umap@2
GTEX0.884
7SRR1331534
brain-umap@2
GTEX0.882
8ERR4976608
breast-umap@18
D0.881
9SRR8943038
bladder-landscape@3
0.875
10TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
COAGULATION0.050Binimetinib— uncovered