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

MNG1295

91ee3845-68f7-5fe6-8334-5e11c02bbe7b

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

  • HEDGEHOG_SIGNALING+0.347
  • APICAL_SURFACE+0.298
  • MYOGENESIS+0.258
  • APICAL_JUNCTION+0.172
  • KRAS_SIGNALING_DN+0.169
  • XENOBIOTIC_METABOLISM+0.147
  • UV_RESPONSE_DN+0.143
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.130
  • ESTROGEN_RESPONSE_EARLY+0.111
  • PANCREAS_BETA_CELLS+0.106

Top 10 suppressed

  • MYC_TARGETS_V1-0.495
  • MYC_TARGETS_V2-0.494
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • PROTEIN_SECRETION-0.393
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • E2F_TARGETS-0.385
  • MTORC1_SIGNALING-0.364
  • G2M_CHECKPOINT-0.352
  • MITOTIC_SPINDLE-0.318
  • INFLAMMATORY_RESPONSE-0.311

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.

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

#SampleCancer typeSubtypecos similarity
1SRR1396640
brain-umap@2
GTEX0.893
2SRR1499193
brain-umap@2
GTEX0.890
3s0095205
melanoma-umap@29
0.884
4SRR1331751
brain-umap@2
GTEX0.882
5SRR1471350
brain-umap@2
GTEX0.878
6MNG532
mng-umap@100
0.877
7SRR1311575
brain-umap@2
GTEX0.875
8C3L-01890
lung-landscapes@6
cohortA20.874
9SRR1406976
brain-umap@2
GTEX0.867
10MNG4
mng-umap@100
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.347Inavolisib— uncovered
APICAL_SURFACE0.298Temsirolimus— uncovered
MYOGENESIS0.258Inavolisib— uncovered
APICAL_JUNCTION0.172Inavolisib— uncovered
KRAS_SIGNALING_DN0.169Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.147Inavolisib— uncovered
UV_RESPONSE_DN0.143Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.111Inavolisib— uncovered
PANCREAS_BETA_CELLS0.106Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.092Idelalisib— uncovered
PEROXISOME0.083Idelalisib— uncovered
COAGULATION0.078Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.077Inavolisib— uncovered
BILE_ACID_METABOLISM0.054Inavolisib— uncovered
ANGIOGENESIS0.020Remibrutinib— uncovered