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

EEE5E45B-D2E3-4CFA-AC5F-8AE1EC2CB61C

25924681-fd8c-53de-a676-7c03b6cf2ac1

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
59.32982917214191
age_years
48
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

  • MYC_TARGETS_V2+0.587
  • MYC_TARGETS_V1+0.538
  • DNA_REPAIR+0.527
  • OXIDATIVE_PHOSPHORYLATION+0.490
  • E2F_TARGETS+0.341
  • WNT_BETA_CATENIN_SIGNALING+0.339
  • UNFOLDED_PROTEIN_RESPONSE+0.315
  • CHOLESTEROL_HOMEOSTASIS+0.312
  • PANCREAS_BETA_CELLS+0.312
  • G2M_CHECKPOINT+0.208

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.408
  • INFLAMMATORY_RESPONSE-0.405
  • UV_RESPONSE_DN-0.400
  • IL6_JAK_STAT3_SIGNALING-0.372
  • TNFA_SIGNALING_VIA_NFKB-0.336
  • COMPLEMENT-0.334
  • COAGULATION-0.295
  • KRAS_SIGNALING_DN-0.294
  • IL2_STAT5_SIGNALING-0.276
  • HYPOXIA-0.270

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1E753A375-575A-4A0D-B231-0EC8D76BAF13
brain-umap@2
0.923
21C94EA93-563D-4F65-B857-85EF91127874
brain-umap@2
0.918
385D3FB91-4738-4B8A-B86E-115FDEF10166
brain-umap@2
0.914
4DEACC29A-6DEF-4728-AFEB-15D7BDA850CA
brain-umap@2
0.912
54EBF33F3-DA34-4866-81E5-F2D50A18D413
brain-umap@2
0.887
63E5F6B52-112E-4F87-B49C-061B9DFD1E2D
brain-umap@2
0.886
7208643FA-0388-44A3-8131-B41AC280107C
brain-umap@2
0.881
8C3818F8D-4E33-40AA-8863-E1CD71505597
brain-umap@2
0.870
9ERR2598212
medullo-epn-umap@date-based
fetalfetal0.866
105F991EDF-3871-4111-9A04-BF6CA02648CA
brain-umap@2
0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.587Idelalisib— uncovered
MYC_TARGETS_V10.538Inavolisib— uncovered
DNA_REPAIR0.527Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.490Remibrutinib— uncovered
E2F_TARGETS0.341Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.339Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.315Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.312Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.312Cobimetinib— uncovered
G2M_CHECKPOINT0.208Inavolisib— uncovered
NOTCH_SIGNALING0.184Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
UV_RESPONSE_UP0.164Idelalisib— uncovered
ADIPOGENESIS0.113Inavolisib— uncovered
GLYCOLYSIS0.082Inavolisib— uncovered
FATTY_ACID_METABOLISM0.079Inavolisib— uncovered
HEDGEHOG_SIGNALING0.072Inavolisib— uncovered
PEROXISOME0.024Idelalisib— uncovered
P53_PATHWAY0.023Idelalisib— uncovered