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

68CE8E02-F24A-4580-9881-DFBB288E2ED7

426af9c5-bec3-5d72-a514-250bcab39d99

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
57.88436268068331
age_years
62
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

  • PROTEIN_SECRETION+0.469
  • NOTCH_SIGNALING+0.452
  • MYC_TARGETS_V1+0.432
  • TGF_BETA_SIGNALING+0.405
  • UNFOLDED_PROTEIN_RESPONSE+0.371
  • MYC_TARGETS_V2+0.361
  • MITOTIC_SPINDLE+0.341
  • HEDGEHOG_SIGNALING+0.333
  • G2M_CHECKPOINT+0.308
  • DNA_REPAIR+0.302

Top 10 suppressed

  • MYOGENESIS-0.353
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.347
  • ANGIOGENESIS-0.336
  • COAGULATION-0.301
  • KRAS_SIGNALING_DN-0.295
  • SPERMATOGENESIS-0.244
  • INTERFERON_GAMMA_RESPONSE-0.235
  • INTERFERON_ALPHA_RESPONSE-0.201
  • APICAL_SURFACE-0.182
  • ALLOGRAFT_REJECTION-0.153

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
1DE406E2B-39AF-4A24-B2BE-0F7CDCBE9D85
brain-umap@2
0.923
263204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.901
3E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.895
4CD628EE7-84DE-4D82-840B-73718D006B6F
brain-umap@2
0.894
54A4E96B0-5AC6-4B7D-AB1C-F814C338589C
brain-umap@2
0.889
6SRR934777
brain-umap@2
0.888
74D9EF242-9F58-4681-ADCF-556E05932931
brain-umap@2
0.888
87779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.888
9SRR934724
brain-umap@2
0.885
10SRR934791
brain-umap@2
0.876

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.469Remibrutinib— uncovered
NOTCH_SIGNALING0.452Inavolisib— uncovered
MYC_TARGETS_V10.432Inavolisib— uncovered
TGF_BETA_SIGNALING0.405Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.371Idelalisib— uncovered
MYC_TARGETS_V20.361Idelalisib— uncovered
MITOTIC_SPINDLE0.341Inavolisib— uncovered
HEDGEHOG_SIGNALING0.333Inavolisib— uncovered
G2M_CHECKPOINT0.308Inavolisib— uncovered
DNA_REPAIR0.302Idelalisib— uncovered
UV_RESPONSE_DN0.291Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.282Remibrutinib— uncovered
ANDROGEN_RESPONSE0.273Inavolisib— uncovered
MTORC1_SIGNALING0.243Inavolisib— uncovered
ADIPOGENESIS0.233Inavolisib— uncovered
E2F_TARGETS0.215Inavolisib— uncovered
HEME_METABOLISM0.211Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.188Inavolisib— uncovered
UV_RESPONSE_UP0.172Idelalisib— uncovered
PEROXISOME0.166Idelalisib— uncovered