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

8B2B5542-3E54-4643-BB57-0BEFCF89A16B

51e839a9-485c-5a18-9204-a5d101e60057

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
31.57030223390276
age_years
44
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

  • G2M_CHECKPOINT+0.485
  • E2F_TARGETS+0.464
  • MYC_TARGETS_V1+0.403
  • MYC_TARGETS_V2+0.398
  • MITOTIC_SPINDLE+0.357
  • TGF_BETA_SIGNALING+0.316
  • UNFOLDED_PROTEIN_RESPONSE+0.301
  • NOTCH_SIGNALING+0.282
  • DNA_REPAIR+0.273
  • INTERFERON_ALPHA_RESPONSE+0.209

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.325
  • KRAS_SIGNALING_DN-0.323
  • MYOGENESIS-0.310
  • ESTROGEN_RESPONSE_LATE-0.308
  • SPERMATOGENESIS-0.284
  • ANGIOGENESIS-0.276
  • PANCREAS_BETA_CELLS-0.242
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.236
  • XENOBIOTIC_METABOLISM-0.224
  • COAGULATION-0.216

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
1SRR934887
brain-umap@2
0.896
2D902E43A-F384-432A-B690-D20BFCC78443
brain-umap@2
0.895
31AF24109-5FE4-4868-ADB9-5DFDB57BCA0F
brain-umap@2
0.891
4SRR934880
brain-umap@2
0.890
5A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.887
6SRR934823
brain-umap@2
0.883
7SRR934847
brain-umap@2
0.882
8SRR934853
brain-umap@2
0.876
99F4AEC07-5C91-4009-BA26-E4947CAA3391
brain-umap@2
0.873
10694B3BE3-104F-4D90-8733-4E99230EFAC6
brain-umap@2
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.485Inavolisib— uncovered
E2F_TARGETS0.464Inavolisib— uncovered
MYC_TARGETS_V10.403Inavolisib— uncovered
MYC_TARGETS_V20.398Idelalisib— uncovered
MITOTIC_SPINDLE0.357Inavolisib— uncovered
TGF_BETA_SIGNALING0.316Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.301Idelalisib— uncovered
NOTCH_SIGNALING0.282Inavolisib— uncovered
DNA_REPAIR0.273Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.209Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.198Inavolisib— uncovered
HEDGEHOG_SIGNALING0.158Inavolisib— uncovered
PROTEIN_SECRETION0.095Remibrutinib— uncovered
APOPTOSIS0.031Idelalisib— uncovered
P53_PATHWAY0.017Idelalisib— uncovered
MTORC1_SIGNALING0.014Inavolisib— uncovered
ANDROGEN_RESPONSE0.008Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.005Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.004Inavolisib— uncovered