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

EB8F7B74-694A-4F9F-9C0B-F04006033CA4

301bae57-5c3b-5b04-af16-b2c00b696d8d

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
11.727989487516425
age_years
54
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_V1+0.632
  • INTERFERON_ALPHA_RESPONSE+0.630
  • E2F_TARGETS+0.606
  • DNA_REPAIR+0.598
  • INTERFERON_GAMMA_RESPONSE+0.576
  • MYC_TARGETS_V2+0.563
  • G2M_CHECKPOINT+0.560
  • UNFOLDED_PROTEIN_RESPONSE+0.499
  • MTORC1_SIGNALING+0.488
  • TNFA_SIGNALING_VIA_NFKB+0.485

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.411
  • SPERMATOGENESIS-0.269
  • MYOGENESIS-0.257
  • BILE_ACID_METABOLISM-0.195
  • APICAL_SURFACE-0.141
  • PANCREAS_BETA_CELLS-0.102
  • ESTROGEN_RESPONSE_EARLY-0.053
  • XENOBIOTIC_METABOLISM+0.003
  • HEME_METABOLISM+0.006
  • ESTROGEN_RESPONSE_LATE+0.083

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
11B326CC6-3916-4D1D-A238-7B3C42F3E6C6
brain-umap@2
0.975
26B8CAF74-45C6-4C20-8126-A99F73346198
brain-umap@2
0.971
355E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.971
493A7AA5D-FA07-470A-9FD3-306EA577D3C4
brain-umap@2
0.970
50E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.967
6D494D692-9EC2-429A-A0FE-696D2A152D4A
brain-umap@2
0.966
794640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.964
89BB12A25-E833-4055-8CEF-814EA5454F11
brain-umap@2
0.960
97876A884-F031-42AB-ADC0-89589760FB6B
brain-umap@2
0.959
10DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.959

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.632Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.630Inavolisib— uncovered
E2F_TARGETS0.606Inavolisib— uncovered
DNA_REPAIR0.598Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.576Idelalisib— uncovered
MYC_TARGETS_V20.563Idelalisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.499Idelalisib— uncovered
MTORC1_SIGNALING0.488Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.485Inavolisib— uncovered
NOTCH_SIGNALING0.439Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.426Inavolisib— uncovered
APOPTOSIS0.415Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.410Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.402Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.393Inavolisib— uncovered
GLYCOLYSIS0.380Inavolisib— uncovered
ANGIOGENESIS0.378Remibrutinib— uncovered
HYPOXIA0.369Idelalisib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered