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

50DE1FDE-B85E-4677-B0F8-08275DA41A6E

bd4dbc5b-ea4b-514c-bbae-807521cf8171

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
7.917214191852825
age_years
33
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+0.731
  • G2M_CHECKPOINT+0.685
  • MYC_TARGETS_V2+0.674
  • MYC_TARGETS_V1+0.655
  • DNA_REPAIR+0.512
  • MITOTIC_SPINDLE+0.502
  • UNFOLDED_PROTEIN_RESPONSE+0.459
  • MTORC1_SIGNALING+0.440
  • WNT_BETA_CATENIN_SIGNALING+0.419
  • CHOLESTEROL_HOMEOSTASIS+0.335

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.414
  • MYOGENESIS-0.325
  • BILE_ACID_METABOLISM-0.296
  • PANCREAS_BETA_CELLS-0.196
  • XENOBIOTIC_METABOLISM-0.175
  • ESTROGEN_RESPONSE_LATE-0.121
  • SPERMATOGENESIS-0.102
  • COAGULATION-0.087
  • APICAL_SURFACE-0.085
  • KRAS_SIGNALING_UP-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
1592CC5DC-4DB7-4961-AB2B-89C8FE4A83D3
brain-umap@2
0.960
298D004A9-E3F0-448E-BFE2-359F25DF356C
brain-umap@2
0.946
39970B75F-7AC6-431B-BDBB-120D01582CBE
brain-umap@2
0.945
4SRR934851
brain-umap@2
0.930
5C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.926
6SRR934964
brain-umap@2
0.924
7SRR934902
brain-umap@2
0.921
8C4C1F171-9B72-4527-9C03-39C2C00A5B6C
brain-umap@2
0.914
9DAE9D154-5E0C-4961-9110-9E5653AAA787
brain-umap@2
0.914
10A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.731Inavolisib— uncovered
G2M_CHECKPOINT0.685Inavolisib— uncovered
MYC_TARGETS_V20.674Idelalisib— uncovered
MYC_TARGETS_V10.655Inavolisib— uncovered
DNA_REPAIR0.512Idelalisib— uncovered
MITOTIC_SPINDLE0.502Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.459Idelalisib— uncovered
MTORC1_SIGNALING0.440Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.419Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.335Remibrutinib— uncovered
ANDROGEN_RESPONSE0.321Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.298Inavolisib— uncovered
GLYCOLYSIS0.275Inavolisib— uncovered
TGF_BETA_SIGNALING0.257Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.255Inavolisib— uncovered
UV_RESPONSE_UP0.247Idelalisib— uncovered
ANGIOGENESIS0.242Remibrutinib— uncovered
NOTCH_SIGNALING0.242Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.217Inavolisib— uncovered