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

5EDF36F3-D370-4907-BDA1-8D5FD2B80513

55d848f4-d8bd-5f50-a6e8-401d3aba565d

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
30.650459921156372
age_years
57
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_V2+0.564
  • MYC_TARGETS_V1+0.545
  • G2M_CHECKPOINT+0.540
  • E2F_TARGETS+0.503
  • UNFOLDED_PROTEIN_RESPONSE+0.374
  • DNA_REPAIR+0.363
  • MITOTIC_SPINDLE+0.361
  • PROTEIN_SECRETION+0.301
  • NOTCH_SIGNALING+0.294
  • MTORC1_SIGNALING+0.281

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.359
  • KRAS_SIGNALING_DN-0.341
  • MYOGENESIS-0.313
  • COAGULATION-0.307
  • ALLOGRAFT_REJECTION-0.261
  • INFLAMMATORY_RESPONSE-0.254
  • APICAL_SURFACE-0.193
  • ESTROGEN_RESPONSE_LATE-0.193
  • BILE_ACID_METABOLISM-0.152
  • INTERFERON_GAMMA_RESPONSE-0.149

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
186379365-5FD2-4655-8B3C-B8E0EE25EE92
brain-umap@2
0.930
2A5D67B9F-5558-48FC-81A3-642D1903DA1F
brain-umap@2
0.930
3293E6D35-8392-4C44-BC18-F917989516B0
brain-umap@2
0.926
446BEFC7F-2F51-4331-BA86-9823EC5781B3
brain-umap@2
0.914
5SRR934777
brain-umap@2
0.913
6E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.904
77A392761-6834-4B60-A49A-99D0D2AEC612
brain-umap@2
0.903
8SRR934748
brain-umap@2
0.901
9A85A0E3A-2CB9-40EB-80E9-125EC137151B
brain-umap@2
0.898
108BC036E8-0EA0-4346-A551-2A5F8975FEAB
brain-umap@2
0.897

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.564Idelalisib— uncovered
MYC_TARGETS_V10.545Inavolisib— uncovered
G2M_CHECKPOINT0.540Inavolisib— uncovered
E2F_TARGETS0.503Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.374Idelalisib— uncovered
DNA_REPAIR0.363Idelalisib— uncovered
MITOTIC_SPINDLE0.361Inavolisib— uncovered
PROTEIN_SECRETION0.301Remibrutinib— uncovered
NOTCH_SIGNALING0.294Inavolisib— uncovered
MTORC1_SIGNALING0.281Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.272Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.251Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.235Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.222Remibrutinib— uncovered
TGF_BETA_SIGNALING0.186Inavolisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.147Inavolisib— uncovered
P53_PATHWAY0.142Idelalisib— uncovered
UV_RESPONSE_UP0.107Idelalisib— uncovered
ADIPOGENESIS0.072Inavolisib— uncovered