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

46061E4B-5256-42AD-BA9A-FBCEBE92B09A

00ebb6e6-be50-5f76-8fb3-a27dc63e7a9d

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
4.763469119579501
age_years
77
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

  • E2F_TARGETS+0.612
  • MYC_TARGETS_V1+0.608
  • G2M_CHECKPOINT+0.583
  • DNA_REPAIR+0.541
  • MTORC1_SIGNALING+0.528
  • MYC_TARGETS_V2+0.513
  • GLYCOLYSIS+0.505
  • OXIDATIVE_PHOSPHORYLATION+0.484
  • HYPOXIA+0.480
  • UNFOLDED_PROTEIN_RESPONSE+0.460

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.375
  • PANCREAS_BETA_CELLS-0.257
  • MYOGENESIS-0.163
  • SPERMATOGENESIS-0.136
  • APICAL_SURFACE-0.057
  • WNT_BETA_CATENIN_SIGNALING-0.005
  • HEDGEHOG_SIGNALING+0.028
  • KRAS_SIGNALING_UP+0.074
  • ESTROGEN_RESPONSE_EARLY+0.091
  • BILE_ACID_METABOLISM+0.094

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
1769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.976
233800B09-6DCC-4BE8-891C-5F34ADAC65B3
brain-umap@2
0.972
394640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.971
466FF1C46-83F0-4EEC-9871-448C8C7EA3AE
brain-umap@2
0.970
5C5C8713B-05C1-4C5C-8685-2A546B99BA50
brain-umap@2
0.969
61B326CC6-3916-4D1D-A238-7B3C42F3E6C6
brain-umap@2
0.965
7AA762299-102B-4E35-B4A5-A94A122EF9DB
brain-umap@2
0.964
861D1FD4D-F0FF-4D89-B26F-C1102685ED9D
brain-umap@2
0.964
9EBE58DF8-7300-4D3E-9672-A4E7ADF46113
brain-umap@2
0.963
100E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.962

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.612Inavolisib— uncovered
MYC_TARGETS_V10.608Inavolisib— uncovered
G2M_CHECKPOINT0.583Inavolisib— uncovered
DNA_REPAIR0.541Idelalisib— uncovered
MTORC1_SIGNALING0.528Inavolisib— uncovered
MYC_TARGETS_V20.513Idelalisib— uncovered
GLYCOLYSIS0.505Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.484Remibrutinib— uncovered
HYPOXIA0.480Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.460Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.417Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.416Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.411Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.411Idelalisib— uncovered
PROTEIN_SECRETION0.411Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.408Inavolisib— uncovered
APOPTOSIS0.399Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.385Inavolisib— uncovered
ANGIOGENESIS0.372Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.353Idelalisib— uncovered