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

MNG336

1407eb0a-cd29-50cc-a9df-963d1870c1ed

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

  • E2F_TARGETS+0.462
  • MITOTIC_SPINDLE+0.460
  • G2M_CHECKPOINT+0.433
  • ANGIOGENESIS+0.359
  • HYPOXIA+0.297
  • PI3K_AKT_MTOR_SIGNALING+0.287
  • DNA_REPAIR+0.250
  • HEDGEHOG_SIGNALING+0.248
  • WNT_BETA_CATENIN_SIGNALING+0.235
  • PROTEIN_SECRETION+0.195

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.266
  • OXIDATIVE_PHOSPHORYLATION-0.246
  • KRAS_SIGNALING_DN-0.221
  • INTERFERON_GAMMA_RESPONSE-0.175
  • INTERFERON_ALPHA_RESPONSE-0.168
  • ALLOGRAFT_REJECTION-0.167
  • FATTY_ACID_METABOLISM-0.152
  • CHOLESTEROL_HOMEOSTASIS-0.150
  • MYC_TARGETS_V2-0.132
  • BILE_ACID_METABOLISM-0.118

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
1MNG471
mng-umap@100
0.856
2TCGA-85-7844-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.817
3SRR934906
brain-umap@2
0.712
4TCGA-FD-A6TC-01A-21R-A33J-07
bladder-landscape@3
0.710
5SRR5088907
melanoma-umap@29
0.697
6MNG1221
mng-umap@100
0.695
7MNG1013
mng-umap@100
0.690
8SRR8613735
breast-umap@18
E0.685
9SRR8942947
bladder-landscape@3
0.685
10TCGA-21-A5DI-01A-31R-A26W-07
lung-landscapes@6
cohortSQ10.680

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.462Inavolisib— uncovered
MITOTIC_SPINDLE0.460Inavolisib— uncovered
G2M_CHECKPOINT0.433Inavolisib— uncovered
ANGIOGENESIS0.359Remibrutinib— uncovered
HYPOXIA0.297Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.287Inavolisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
HEDGEHOG_SIGNALING0.248Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.235Inavolisib— uncovered
PROTEIN_SECRETION0.195Remibrutinib— uncovered
GLYCOLYSIS0.193Inavolisib— uncovered
NOTCH_SIGNALING0.192Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.188Inavolisib— uncovered
APICAL_SURFACE0.169Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.143Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
KRAS_SIGNALING_UP0.125Inavolisib— uncovered
APOPTOSIS0.118Idelalisib— uncovered
COMPLEMENT0.116Inavolisib— uncovered
IL2_STAT5_SIGNALING0.111Idelalisib— uncovered