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

MNG1055

072d2069-7ccf-57e7-bbd7-0f76e4a1c5fc

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

  • UNFOLDED_PROTEIN_RESPONSE+0.436
  • PROTEIN_SECRETION+0.364
  • MYC_TARGETS_V1+0.359
  • MYC_TARGETS_V2+0.298
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • DNA_REPAIR+0.244
  • HYPOXIA+0.234
  • GLYCOLYSIS+0.212
  • MTORC1_SIGNALING+0.190
  • CHOLESTEROL_HOMEOSTASIS+0.187

Top 10 suppressed

  • INTERFERON_GAMMA_RESPONSE-0.462
  • ALLOGRAFT_REJECTION-0.451
  • INTERFERON_ALPHA_RESPONSE-0.424
  • IL6_JAK_STAT3_SIGNALING-0.336
  • INFLAMMATORY_RESPONSE-0.244
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.243
  • COMPLEMENT-0.241
  • MYOGENESIS-0.239
  • KRAS_SIGNALING_UP-0.238
  • APICAL_SURFACE-0.210

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
1SRR23303753
bladder-landscape@3
0.848
2SRR650181
bladder-landscape@3
0.829
3TCGA-IQ-A6SG-01A-12R-A34R-07
head-neck@1
0.817
4MNG962
mng-umap@100
0.815
5BS_G23JJAZY
brain-umap@2
Supratentorial Ependymoma0.814
6R205
bladder-landscape@3
0.814
7MNG460
mng-umap@100
0.808
8SRR6013533
lung-landscapes@6
cohortSQ20.808
9SRR10900581
melanoma-umap@29
0.805
10MNG666
mng-umap@100
0.800

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
UNFOLDED_PROTEIN_RESPONSE0.436Idelalisib— uncovered
PROTEIN_SECRETION0.364Remibrutinib— uncovered
MYC_TARGETS_V10.359Inavolisib— uncovered
MYC_TARGETS_V20.298Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
DNA_REPAIR0.244Idelalisib— uncovered
HYPOXIA0.234Idelalisib— uncovered
GLYCOLYSIS0.212Inavolisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.187Remibrutinib— uncovered
NOTCH_SIGNALING0.157Inavolisib— uncovered
TGF_BETA_SIGNALING0.156Inavolisib— uncovered
ANGIOGENESIS0.153Remibrutinib— uncovered
G2M_CHECKPOINT0.135Inavolisib— uncovered
MITOTIC_SPINDLE0.133Inavolisib— uncovered
P53_PATHWAY0.133Idelalisib— uncovered
ANDROGEN_RESPONSE0.119Inavolisib— uncovered
HEDGEHOG_SIGNALING0.094Inavolisib— uncovered
E2F_TARGETS0.085Inavolisib— uncovered
UV_RESPONSE_UP0.082Idelalisib— uncovered