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

4549956C-8D25-4B37-894C-E82D5C7684F0

65164428-9e92-5826-ad55-1862810cc460

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
0.09855453350854139
age_years
24
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

  • NOTCH_SIGNALING+0.516
  • G2M_CHECKPOINT+0.387
  • MITOTIC_SPINDLE+0.369
  • WNT_BETA_CATENIN_SIGNALING+0.369
  • TGF_BETA_SIGNALING+0.359
  • MYC_TARGETS_V2+0.316
  • HEDGEHOG_SIGNALING+0.297
  • MYC_TARGETS_V1+0.284
  • E2F_TARGETS+0.264
  • UV_RESPONSE_DN+0.236

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.401
  • INTERFERON_ALPHA_RESPONSE-0.397
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • MYOGENESIS-0.387
  • TNFA_SIGNALING_VIA_NFKB-0.352
  • INFLAMMATORY_RESPONSE-0.341
  • COAGULATION-0.336
  • INTERFERON_GAMMA_RESPONSE-0.330
  • ALLOGRAFT_REJECTION-0.306
  • KRAS_SIGNALING_DN-0.291

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
14FC69960-8EF2-49FE-A718-7004E99E00A8
brain-umap@2
0.941
2SRR934805
brain-umap@2
0.918
3SRR934951
brain-umap@2
0.917
4E6090BC6-D29D-4401-990A-251930CC6853
brain-umap@2
0.914
5SRR934847
brain-umap@2
0.913
6SRR934858
brain-umap@2
0.913
7SRR934849
brain-umap@2
0.912
84A2E75AE-A92F-4497-9253-64AC42CFA745
brain-umap@2
0.905
92DA298A9-AB20-4F9D-B83F-C7FC0679F889
brain-umap@2
0.903
100730F3DB-384B-43E6-A69F-BF3F7C2CCE78
brain-umap@2
0.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.516Inavolisib— uncovered
G2M_CHECKPOINT0.387Inavolisib— uncovered
MITOTIC_SPINDLE0.369Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.369Inavolisib— uncovered
TGF_BETA_SIGNALING0.359Inavolisib— uncovered
MYC_TARGETS_V20.316Idelalisib— uncovered
HEDGEHOG_SIGNALING0.297Inavolisib— uncovered
MYC_TARGETS_V10.284Inavolisib— uncovered
E2F_TARGETS0.264Inavolisib— uncovered
UV_RESPONSE_DN0.236Inavolisib— uncovered
PROTEIN_SECRETION0.185Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.067Inavolisib— uncovered
DNA_REPAIR0.059Idelalisib— uncovered
MTORC1_SIGNALING0.024Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.015Inavolisib— uncovered