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

7AE107A7-8EA7-4920-A579-2337C007920D

eab2e1e8-064e-55b2-a0ca-b216c9fca4a7

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
31.340341655716163
age_years
42
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+0.535
  • MYC_TARGETS_V1+0.497
  • OXIDATIVE_PHOSPHORYLATION+0.397
  • DNA_REPAIR+0.389
  • UNFOLDED_PROTEIN_RESPONSE+0.365
  • TGF_BETA_SIGNALING+0.279
  • ADIPOGENESIS+0.272
  • G2M_CHECKPOINT+0.269
  • E2F_TARGETS+0.266
  • MITOTIC_SPINDLE+0.197

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.411
  • MYOGENESIS-0.322
  • PANCREAS_BETA_CELLS-0.318
  • INFLAMMATORY_RESPONSE-0.301
  • ANGIOGENESIS-0.293
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.275
  • COAGULATION-0.254
  • SPERMATOGENESIS-0.207
  • ESTROGEN_RESPONSE_LATE-0.205
  • KRAS_SIGNALING_UP-0.189

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
19B1A0E7C-F8DB-4FA0-9259-42A988D4E040
brain-umap@2
0.899
2F56466DC-3C0F-48BE-8A72-CEDEAEF52F00
brain-umap@2
0.891
317C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.887
46EE50ED0-9F0E-4393-B165-257D5C03F221
brain-umap@2
0.885
5A6FB1BEE-0D36-480C-8619-1FA82583FCD1
brain-umap@2
0.880
68BC036E8-0EA0-4346-A551-2A5F8975FEAB
brain-umap@2
0.878
772781523-C5BA-4B54-8410-E238B5F441B4
brain-umap@2
0.877
894F9B9B1-A23E-4947-BD09-67CBA3052C51
brain-umap@2
0.876
9E81FA8B7-3FFE-4F73-94AF-0B5257D7F81A
brain-umap@2
0.871
10DEB3BE77-120D-4EC5-AA7A-4B2952F2C832
brain-umap@2
0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.535Idelalisib— uncovered
MYC_TARGETS_V10.497Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.397Remibrutinib— uncovered
DNA_REPAIR0.389Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.365Idelalisib— uncovered
TGF_BETA_SIGNALING0.279Inavolisib— uncovered
ADIPOGENESIS0.272Inavolisib— uncovered
G2M_CHECKPOINT0.269Inavolisib— uncovered
E2F_TARGETS0.266Inavolisib— uncovered
MITOTIC_SPINDLE0.197Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.191Inavolisib— uncovered
PROTEIN_SECRETION0.181Remibrutinib— uncovered
GLYCOLYSIS0.157Inavolisib— uncovered
NOTCH_SIGNALING0.153Inavolisib— uncovered
P53_PATHWAY0.126Idelalisib— uncovered
HEME_METABOLISM0.103Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.103Inavolisib— uncovered
MTORC1_SIGNALING0.092Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.076Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.074Inavolisib— uncovered