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

9ECB653A-A04F-457C-92FC-D13424511A47

5158b57f-3751-5b75-9990-cf18f20d147d

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
42.70696452036793
age_years
29
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

  • INTERFERON_ALPHA_RESPONSE+0.556
  • INTERFERON_GAMMA_RESPONSE+0.511
  • PROTEIN_SECRETION+0.495
  • TGF_BETA_SIGNALING+0.480
  • MYC_TARGETS_V1+0.436
  • ALLOGRAFT_REJECTION+0.412
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.406
  • APOPTOSIS+0.403
  • IL6_JAK_STAT3_SIGNALING+0.401
  • NOTCH_SIGNALING+0.393

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.402
  • SPERMATOGENESIS-0.362
  • PANCREAS_BETA_CELLS-0.220
  • MYOGENESIS-0.169
  • APICAL_SURFACE-0.134
  • ANGIOGENESIS-0.042
  • APICAL_JUNCTION+0.026
  • ESTROGEN_RESPONSE_LATE+0.027
  • BILE_ACID_METABOLISM+0.048
  • ESTROGEN_RESPONSE_EARLY+0.055

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
1928D2F99-A86B-47CA-A961-A8CAE7B44E78
brain-umap@2
0.956
28C34CD93-1AC0-4920-9E72-439EED0CF85D
brain-umap@2
0.956
36292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.948
495286AA4-B357-41FE-8051-3BD3EBE93885
brain-umap@2
0.945
5A061C2FD-B726-422D-9470-43249B49F5BD
brain-umap@2
0.943
68730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.943
7896B5096-D888-4DC3-9C70-152BDE083E26
brain-umap@2
0.942
8B4E10042-052D-4DC4-BC94-FF1D5D4632C0
brain-umap@2
0.936
9165395C6-1028-49DF-B15D-4D8064D00995
brain-umap@2
0.934
10SRR934807
brain-umap@2
0.929

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.556Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.511Idelalisib— uncovered
PROTEIN_SECRETION0.495Remibrutinib— uncovered
TGF_BETA_SIGNALING0.480Inavolisib— uncovered
MYC_TARGETS_V10.436Inavolisib— uncovered
ALLOGRAFT_REJECTION0.412Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.406Inavolisib— uncovered
APOPTOSIS0.403Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.401Inavolisib— uncovered
NOTCH_SIGNALING0.393Inavolisib— uncovered
COMPLEMENT0.381Inavolisib— uncovered
DNA_REPAIR0.355Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
ADIPOGENESIS0.345Inavolisib— uncovered
ANDROGEN_RESPONSE0.342Inavolisib— uncovered
MITOTIC_SPINDLE0.324Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.315Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.304Idelalisib— uncovered
IL2_STAT5_SIGNALING0.301Idelalisib— uncovered
MTORC1_SIGNALING0.262Inavolisib— uncovered