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

MNG952

198dc5c6-c9e4-5937-8c2c-d91e48c6aebd

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+0.546
  • E2F_TARGETS+0.495
  • OXIDATIVE_PHOSPHORYLATION+0.443
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.387
  • ANGIOGENESIS+0.364
  • G2M_CHECKPOINT+0.359
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.349
  • MYC_TARGETS_V1+0.345
  • DNA_REPAIR+0.340
  • MTORC1_SIGNALING+0.309

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.344
  • TGF_BETA_SIGNALING-0.320
  • UV_RESPONSE_DN-0.317
  • INTERFERON_GAMMA_RESPONSE-0.294
  • HEDGEHOG_SIGNALING-0.285
  • HEME_METABOLISM-0.248
  • PROTEIN_SECRETION-0.221
  • ANDROGEN_RESPONSE-0.220
  • WNT_BETA_CATENIN_SIGNALING-0.211
  • TNFA_SIGNALING_VIA_NFKB-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-PQ-A6FN-01A-11R-A31N-07
bladder-landscape@3
0.841
2MDT-AP-2494
medullo-epn-umap@date-based
MedMedulloblastoma0.821
3TCGA-22-1012-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.810
4MNG158
mng-umap@100
0.804
5MNG1082
mng-umap@100
0.796
6TCGA-22-4607-01A-01R-1201-07
lung-landscapes@6
cohortSQ10.786
7SRR6013603
lung-landscapes@6
cohortA30.773
8MDT-AP-0203
medullo-epn-umap@date-based
MedMedulloblastoma0.772
9TCGA-EW-A1OZ-01A-11R-A144-07
breast-umap@18
C0.760
10BS_R439VVPK
medullo-epn-umap@date-based
MedMedulloblastoma0.759

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.546Idelalisib— uncovered
E2F_TARGETS0.495Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.443Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.387Inavolisib— uncovered
ANGIOGENESIS0.364Remibrutinib— uncovered
G2M_CHECKPOINT0.359Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.349Inavolisib— uncovered
MYC_TARGETS_V10.345Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
MTORC1_SIGNALING0.309Inavolisib— uncovered
GLYCOLYSIS0.287Inavolisib— uncovered
APICAL_SURFACE0.261Temsirolimus— uncovered
COAGULATION0.256Binimetinib— uncovered
PANCREAS_BETA_CELLS0.224Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.217Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.189Inavolisib— uncovered
UV_RESPONSE_UP0.184Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.175Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.172Idelalisib— uncovered
P53_PATHWAY0.167Idelalisib— uncovered