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

A6FB1BEE-0D36-480C-8619-1FA82583FCD1

7d59f0c7-5227-5943-8178-02e70f0a0d1f

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
21.353482260183966
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

  • MYC_TARGETS_V1+0.517
  • MYC_TARGETS_V2+0.505
  • DNA_REPAIR+0.490
  • OXIDATIVE_PHOSPHORYLATION+0.486
  • UNFOLDED_PROTEIN_RESPONSE+0.446
  • NOTCH_SIGNALING+0.377
  • PROTEIN_SECRETION+0.363
  • TGF_BETA_SIGNALING+0.297
  • ADIPOGENESIS+0.285
  • WNT_BETA_CATENIN_SIGNALING+0.260

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.381
  • INFLAMMATORY_RESPONSE-0.270
  • COAGULATION-0.240
  • SPERMATOGENESIS-0.239
  • MYOGENESIS-0.227
  • ESTROGEN_RESPONSE_LATE-0.214
  • ANGIOGENESIS-0.205
  • IL6_JAK_STAT3_SIGNALING-0.186
  • COMPLEMENT-0.178
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.159

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
0.924
20AF0D126-507C-4DE1-B9A2-A1B8F0A089FB
brain-umap@2
0.902
3635170D3-D669-4165-B69C-9C9A246BFF11
brain-umap@2
0.897
4743F5644-F650-437A-B4AE-4972F88606D8
brain-umap@2
0.882
57AE107A7-8EA7-4920-A579-2337C007920D
brain-umap@2
0.880
617C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.873
772781523-C5BA-4B54-8410-E238B5F441B4
brain-umap@2
0.870
8194676E1-632C-4B99-A9C8-80E36DD6C85E
brain-umap@2
0.869
9EA6A086B-F655-47E8-9E70-8A2D36FC2AE1
brain-umap@2
0.855
100A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.852

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.517Inavolisib— uncovered
MYC_TARGETS_V20.505Idelalisib— uncovered
DNA_REPAIR0.490Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.486Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.446Idelalisib— uncovered
NOTCH_SIGNALING0.377Inavolisib— uncovered
PROTEIN_SECRETION0.363Remibrutinib— uncovered
TGF_BETA_SIGNALING0.297Inavolisib— uncovered
ADIPOGENESIS0.285Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
P53_PATHWAY0.216Idelalisib— uncovered
E2F_TARGETS0.199Inavolisib— uncovered
UV_RESPONSE_UP0.196Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.194Inavolisib— uncovered
MTORC1_SIGNALING0.192Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.169Inavolisib— uncovered
APOPTOSIS0.167Idelalisib— uncovered
MITOTIC_SPINDLE0.148Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.144Inavolisib— uncovered
PEROXISOME0.140Idelalisib— uncovered