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

46A44EBC-2B07-45EF-93EF-3F537A8AF49B

99285fcf-3fb8-5abe-8ed1-74341446f57e

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
13.764783180026281
age_years
64
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

  • INTERFERON_ALPHA_RESPONSE+0.604
  • MYC_TARGETS_V1+0.602
  • E2F_TARGETS+0.575
  • MYC_TARGETS_V2+0.566
  • OXIDATIVE_PHOSPHORYLATION+0.540
  • DNA_REPAIR+0.509
  • G2M_CHECKPOINT+0.493
  • INTERFERON_GAMMA_RESPONSE+0.482
  • MTORC1_SIGNALING+0.422
  • UNFOLDED_PROTEIN_RESPONSE+0.373

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.422
  • HEDGEHOG_SIGNALING-0.387
  • MYOGENESIS-0.284
  • ESTROGEN_RESPONSE_EARLY-0.241
  • SPERMATOGENESIS-0.231
  • ESTROGEN_RESPONSE_LATE-0.126
  • APICAL_SURFACE-0.098
  • APICAL_JUNCTION-0.069
  • UV_RESPONSE_DN-0.061
  • HYPOXIA-0.044

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
12E040577-EA0C-4876-9F43-A180DA38F733
brain-umap@2
0.948
2812834CD-DA8F-4C0C-A49E-31D4A882D0E0
brain-umap@2
0.944
3C14BEAAE-A766-4ADE-A9B4-674D8717591F
brain-umap@2
0.938
405C1C0CC-8EAE-4924-B041-D448D280C192
brain-umap@2
0.938
5D9385661-DBBA-4AF7-B7E6-857BF84CF7CD
brain-umap@2
0.930
6A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.927
7BB96C5BA-CA50-40B4-B22A-3FCFE46AB11C
brain-umap@2
0.919
8C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.918
91A0F3795-92C5-4887-8CD0-B19C763CF6EF
brain-umap@2
0.917
103941F338-3165-4CCA-9108-65A110186E6B
brain-umap@2
0.915

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.604Inavolisib— uncovered
MYC_TARGETS_V10.602Inavolisib— uncovered
E2F_TARGETS0.575Inavolisib— uncovered
MYC_TARGETS_V20.566Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.540Remibrutinib— uncovered
DNA_REPAIR0.509Idelalisib— uncovered
G2M_CHECKPOINT0.493Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.482Idelalisib— uncovered
MTORC1_SIGNALING0.422Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.373Idelalisib— uncovered
NOTCH_SIGNALING0.315Inavolisib— uncovered
ADIPOGENESIS0.299Inavolisib— uncovered
PROTEIN_SECRETION0.295Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.292Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.278Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.243Remibrutinib— uncovered
ANGIOGENESIS0.225Remibrutinib— uncovered
TGF_BETA_SIGNALING0.213Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.205Inavolisib— uncovered
GLYCOLYSIS0.181Inavolisib— uncovered