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

MNG266

3dabcf38-fc58-5c48-a0ed-dfd23e0d7cba

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

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+0.645
  • E2F_TARGETS+0.603
  • MYC_TARGETS_V1+0.539
  • G2M_CHECKPOINT+0.524
  • DNA_REPAIR+0.351
  • OXIDATIVE_PHOSPHORYLATION+0.304
  • UNFOLDED_PROTEIN_RESPONSE+0.295
  • MTORC1_SIGNALING+0.223
  • MITOTIC_SPINDLE+0.211
  • PI3K_AKT_MTOR_SIGNALING+0.059

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.377
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.362
  • IL2_STAT5_SIGNALING-0.356
  • COAGULATION-0.351
  • ANGIOGENESIS-0.323
  • PANCREAS_BETA_CELLS-0.315
  • TNFA_SIGNALING_VIA_NFKB-0.313
  • APICAL_SURFACE-0.312
  • HYPOXIA-0.306
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.303

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12475130
colon-landscapes@1
0.898
2SRR15030859
colon-landscapes@1
0.891
3AUR-AG0N-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.887
42B4FA61A-C1A7-49BD-9438-2865D386EAF2
brain-umap@2
0.885
5BS_M4923M40
brain-umap@2
ATRT0.881
6SAMN03290940
melanoma-umap@29
0.877
720030039.TNBC
breast-umap@18
E0.874
8TCGA-63-7023-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.874
9TCGA-21-1080-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.871
10SRR10900561
melanoma-umap@29
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 12 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.645Idelalisib— uncovered
E2F_TARGETS0.603Inavolisib— uncovered
MYC_TARGETS_V10.539Inavolisib— uncovered
G2M_CHECKPOINT0.524Inavolisib— uncovered
DNA_REPAIR0.351Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.304Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.295Idelalisib— uncovered
MTORC1_SIGNALING0.223Inavolisib— uncovered
MITOTIC_SPINDLE0.211Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.059Inavolisib— uncovered
P53_PATHWAY0.035Idelalisib— uncovered
GLYCOLYSIS0.008Inavolisib— uncovered