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

DD028798-C4CB-43A8-81D7-711E015E23B5

706e685a-5ed6-5932-a88e-4b1d1cf6ddf2

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
20.9592641261498
age_years
27
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

  • NOTCH_SIGNALING+0.482
  • G2M_CHECKPOINT+0.456
  • MYC_TARGETS_V2+0.455
  • WNT_BETA_CATENIN_SIGNALING+0.446
  • E2F_TARGETS+0.434
  • MITOTIC_SPINDLE+0.405
  • DNA_REPAIR+0.360
  • TGF_BETA_SIGNALING+0.320
  • MYC_TARGETS_V1+0.309
  • UNFOLDED_PROTEIN_RESPONSE+0.228

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.406
  • KRAS_SIGNALING_DN-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.280
  • MYOGENESIS-0.230
  • SPERMATOGENESIS-0.215
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.177
  • ESTROGEN_RESPONSE_LATE-0.160
  • ANGIOGENESIS-0.159
  • INFLAMMATORY_RESPONSE-0.155
  • INTERFERON_GAMMA_RESPONSE-0.151

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
1F56466DC-3C0F-48BE-8A72-CEDEAEF52F00
brain-umap@2
0.920
2A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.908
31AF24109-5FE4-4868-ADB9-5DFDB57BCA0F
brain-umap@2
0.904
484778027-9C8E-4364-9069-70D8B86D6916
brain-umap@2
0.896
51F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.896
67FB45FBA-A0DE-4A56-8D24-C6ED09998EC3
brain-umap@2
0.885
72CB84056-3B7C-4E12-9403-596B76CCF96B
brain-umap@2
0.879
851708DA2-649D-4817-BB26-7FD153C65965
brain-umap@2
0.873
99198B2FA-637D-44B2-B6E8-24B5681737AA
brain-umap@2
0.871
10694B3BE3-104F-4D90-8733-4E99230EFAC6
brain-umap@2
0.870

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
NOTCH_SIGNALING0.482Inavolisib— uncovered
G2M_CHECKPOINT0.456Inavolisib— uncovered
MYC_TARGETS_V20.455Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.446Inavolisib— uncovered
E2F_TARGETS0.434Inavolisib— uncovered
MITOTIC_SPINDLE0.405Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
MYC_TARGETS_V10.309Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.228Idelalisib— uncovered
ADIPOGENESIS0.108Inavolisib— uncovered
P53_PATHWAY0.084Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.079Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.057Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.057Inavolisib— uncovered
HEDGEHOG_SIGNALING0.054Inavolisib— uncovered
ANDROGEN_RESPONSE0.045Inavolisib— uncovered
APICAL_JUNCTION0.041Inavolisib— uncovered
PEROXISOME0.039Idelalisib— uncovered
MTORC1_SIGNALING0.029Inavolisib— uncovered