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

2CF24C43-7C9D-4395-8C82-5A80361F9980

1a6ec4ff-3e82-5638-a06d-d68b3537e533

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
48.65308804204993
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

  • OXIDATIVE_PHOSPHORYLATION+0.534
  • MYC_TARGETS_V1+0.518
  • MYC_TARGETS_V2+0.497
  • DNA_REPAIR+0.419
  • ADIPOGENESIS+0.416
  • NOTCH_SIGNALING+0.409
  • E2F_TARGETS+0.359
  • FATTY_ACID_METABOLISM+0.340
  • CHOLESTEROL_HOMEOSTASIS+0.326
  • WNT_BETA_CATENIN_SIGNALING+0.298

Top 10 suppressed

  • ANGIOGENESIS-0.448
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.365
  • INFLAMMATORY_RESPONSE-0.331
  • TNFA_SIGNALING_VIA_NFKB-0.306
  • IL6_JAK_STAT3_SIGNALING-0.305
  • ALLOGRAFT_REJECTION-0.304
  • INTERFERON_GAMMA_RESPONSE-0.234
  • APICAL_SURFACE-0.226
  • KRAS_SIGNALING_DN-0.221
  • MYOGENESIS-0.220

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
12482156E-29A8-4B6B-91BD-219EAC9229B5
brain-umap@2
0.920
2B9E0623C-E3AC-4B2B-983E-C2246AD0DB00
brain-umap@2
0.897
383BB732E-132F-4677-B70D-5ADE69831226
brain-umap@2
0.894
4C3818F8D-4E33-40AA-8863-E1CD71505597
brain-umap@2
0.882
5E3E4E7DA-AD14-44BA-B3BE-02652B3CEE18
brain-umap@2
0.881
64EBF33F3-DA34-4866-81E5-F2D50A18D413
brain-umap@2
0.875
71C94EA93-563D-4F65-B857-85EF91127874
brain-umap@2
0.873
89B1A0E7C-F8DB-4FA0-9259-42A988D4E040
brain-umap@2
0.871
9743F5644-F650-437A-B4AE-4972F88606D8
brain-umap@2
0.865
10D0F8B6CA-5F3B-4B66-BCC5-72C17325DABF
brain-umap@2
0.861

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.534Remibrutinib— uncovered
MYC_TARGETS_V10.518Inavolisib— uncovered
MYC_TARGETS_V20.497Idelalisib— uncovered
DNA_REPAIR0.419Idelalisib— uncovered
ADIPOGENESIS0.416Inavolisib— uncovered
NOTCH_SIGNALING0.409Inavolisib— uncovered
E2F_TARGETS0.359Inavolisib— uncovered
FATTY_ACID_METABOLISM0.340Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.326Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.298Inavolisib— uncovered
MTORC1_SIGNALING0.286Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.285Idelalisib— uncovered
G2M_CHECKPOINT0.274Inavolisib— uncovered
PEROXISOME0.259Idelalisib— uncovered
TGF_BETA_SIGNALING0.233Inavolisib— uncovered
MITOTIC_SPINDLE0.219Inavolisib— uncovered
HEDGEHOG_SIGNALING0.208Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
PROTEIN_SECRETION0.172Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.168Inavolisib— uncovered