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

MNG932

2fa4e5a8-0ce6-51e2-ad45-18676abe7451

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

  • TNFA_SIGNALING_VIA_NFKB+0.417
  • HYPOXIA+0.406
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.361
  • UNFOLDED_PROTEIN_RESPONSE+0.358
  • MYC_TARGETS_V2+0.333
  • MTORC1_SIGNALING+0.322
  • P53_PATHWAY+0.315
  • UV_RESPONSE_UP+0.303
  • IL6_JAK_STAT3_SIGNALING+0.302
  • INFLAMMATORY_RESPONSE+0.275

Top 10 suppressed

  • E2F_TARGETS-0.261
  • PANCREAS_BETA_CELLS-0.224
  • OXIDATIVE_PHOSPHORYLATION-0.177
  • FATTY_ACID_METABOLISM-0.134
  • G2M_CHECKPOINT-0.132
  • ANGIOGENESIS-0.106
  • KRAS_SIGNALING_DN-0.105
  • MYOGENESIS-0.094
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.073
  • ALLOGRAFT_REJECTION-0.059

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR820209
brain-umap@2
GTEX0.777
2SRR1331579
brain-umap@2
GTEX0.776
3SRR1466975
brain-umap@2
GTEX0.775
4MNG319
mng-umap@100
0.770
5SRR1410783
brain-umap@2
GTEX0.759
6MNG20
mng-umap@100
0.758
7MNG902
mng-umap@100
0.749
8MNG234
mng-umap@100
0.743
93E605854-CC65-4951-8EDB-235FD21FD71F
brain-umap@2
0.740
10A235537D-BF50-4796-B01A-FAD83EFDAD25
brain-umap@2
0.736

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.417Inavolisib— uncovered
HYPOXIA0.406Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.361Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.358Idelalisib— uncovered
MYC_TARGETS_V20.333Idelalisib— uncovered
MTORC1_SIGNALING0.322Inavolisib— uncovered
P53_PATHWAY0.315Idelalisib— uncovered
UV_RESPONSE_UP0.303Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.302Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.275Idelalisib— uncovered
MYC_TARGETS_V10.257Inavolisib— uncovered
COAGULATION0.252Binimetinib— uncovered
TGF_BETA_SIGNALING0.246Inavolisib— uncovered
GLYCOLYSIS0.242Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.203Idelalisib— uncovered
PROTEIN_SECRETION0.196Remibrutinib— uncovered
ANDROGEN_RESPONSE0.183Inavolisib— uncovered
NOTCH_SIGNALING0.176Inavolisib— uncovered
APOPTOSIS0.175Idelalisib— uncovered