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

EBE58DF8-7300-4D3E-9672-A4E7ADF46113

df16532b-67e9-5a8d-994c-15006bfba7c9

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
3.7450722733245727
age_years
58
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+0.630
  • E2F_TARGETS+0.623
  • OXIDATIVE_PHOSPHORYLATION+0.608
  • MYC_TARGETS_V2+0.555
  • G2M_CHECKPOINT+0.550
  • DNA_REPAIR+0.518
  • MTORC1_SIGNALING+0.516
  • ANGIOGENESIS+0.509
  • UNFOLDED_PROTEIN_RESPONSE+0.466
  • PROTEIN_SECRETION+0.446

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.432
  • PANCREAS_BETA_CELLS-0.196
  • MYOGENESIS-0.144
  • ESTROGEN_RESPONSE_EARLY-0.096
  • SPERMATOGENESIS-0.077
  • APICAL_SURFACE-0.048
  • BILE_ACID_METABOLISM+0.018
  • XENOBIOTIC_METABOLISM+0.042
  • ESTROGEN_RESPONSE_LATE+0.062
  • APICAL_JUNCTION+0.076

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
130D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.967
246061E4B-5256-42AD-BA9A-FBCEBE92B09A
brain-umap@2
0.963
31B326CC6-3916-4D1D-A238-7B3C42F3E6C6
brain-umap@2
0.963
494640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.961
566FF1C46-83F0-4EEC-9871-448C8C7EA3AE
brain-umap@2
0.961
6769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.959
752F6F0A9-8D2D-49BC-9B49-E20E5E53561C
brain-umap@2
0.956
855E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.956
9CE7A3262-C48A-43BF-941C-9D2482B9CACD
brain-umap@2
0.956
100E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.956

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
MYC_TARGETS_V10.630Inavolisib— uncovered
E2F_TARGETS0.623Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.608Remibrutinib— uncovered
MYC_TARGETS_V20.555Idelalisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
DNA_REPAIR0.518Idelalisib— uncovered
MTORC1_SIGNALING0.516Inavolisib— uncovered
ANGIOGENESIS0.509Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.466Idelalisib— uncovered
PROTEIN_SECRETION0.446Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.432Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.432Inavolisib— uncovered
GLYCOLYSIS0.397Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.397Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.386Inavolisib— uncovered
APOPTOSIS0.382Idelalisib— uncovered
ADIPOGENESIS0.364Inavolisib— uncovered
FATTY_ACID_METABOLISM0.346Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.343Inavolisib— uncovered
ALLOGRAFT_REJECTION0.339Idelalisib— uncovered