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

TCGA-C4-A0F0-01A-12R-A10U-07

1da1feaa-a243-5511-9d42-a73b0489e44d

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
1.938239159
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

  • MYC_TARGETS_V1+0.680
  • E2F_TARGETS+0.620
  • MYC_TARGETS_V2+0.610
  • G2M_CHECKPOINT+0.550
  • OXIDATIVE_PHOSPHORYLATION+0.550
  • MTORC1_SIGNALING+0.490
  • PROTEIN_SECRETION+0.450
  • UNFOLDED_PROTEIN_RESPONSE+0.420
  • DNA_REPAIR+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.340

Top 10 suppressed

  • APICAL_SURFACE-0.310
  • KRAS_SIGNALING_DN-0.280
  • MYOGENESIS-0.180
  • NOTCH_SIGNALING-0.170
  • BILE_ACID_METABOLISM-0.160
  • ESTROGEN_RESPONSE_EARLY-0.140
  • ESTROGEN_RESPONSE_LATE-0.050
  • KRAS_SIGNALING_UP-0.040
  • HEDGEHOG_SIGNALING-0.010
  • WNT_BETA_CATENIN_SIGNALING+0.000

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
1SJEPD030391_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.909
2AFE5BFD1-AA9F-470A-A44F-341126F8057D
brain-umap@2
0.894
3A07BA2E1-CCA0-4231-A391-B13383A2BCB9
brain-umap@2
0.893
4ECCC2F18-409F-41BA-B49F-95B23893B80B
brain-umap@2
0.886
5A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.885
68F828A42-3E60-40C1-9E7D-428ABEA6C72F
brain-umap@2
0.884
7AA605CB6-ABD9-4802-8784-75A18A74C87B
brain-umap@2
0.881
8EBE58DF8-7300-4D3E-9672-A4E7ADF46113
brain-umap@2
0.880
9261EAE5F-1B79-4324-84F6-1B0DDDA9B7B5
brain-umap@2
0.879
10726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.879

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.680Inavolisib— uncovered
E2F_TARGETS0.620Inavolisib— uncovered
MYC_TARGETS_V20.610Idelalisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.550Remibrutinib— uncovered
MTORC1_SIGNALING0.490Inavolisib— uncovered
PROTEIN_SECRETION0.450Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.420Idelalisib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.340Inavolisib— uncovered
GLYCOLYSIS0.340Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.340Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
ANGIOGENESIS0.330Remibrutinib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered