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

MNG657

d05bbf05-02d2-5151-a199-37a57caf7aa0

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

  • APICAL_SURFACE+0.417
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.417
  • ESTROGEN_RESPONSE_EARLY+0.413
  • COAGULATION+0.409
  • HYPOXIA+0.404
  • ESTROGEN_RESPONSE_LATE+0.402
  • ANGIOGENESIS+0.349
  • KRAS_SIGNALING_DN+0.341
  • TNFA_SIGNALING_VIA_NFKB+0.337
  • CHOLESTEROL_HOMEOSTASIS+0.333

Top 10 suppressed

  • MYC_TARGETS_V1-0.596
  • MYC_TARGETS_V2-0.581
  • E2F_TARGETS-0.434
  • OXIDATIVE_PHOSPHORYLATION-0.430
  • G2M_CHECKPOINT-0.388
  • MITOTIC_SPINDLE-0.307
  • UNFOLDED_PROTEIN_RESPONSE-0.306
  • WNT_BETA_CATENIN_SIGNALING-0.289
  • PROTEIN_SECRETION-0.279
  • DNA_REPAIR-0.256

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG931
mng-umap@100
0.890
2SRR1383059
brain-umap@2
GTEX0.885
3SRR1341387
brain-umap@2
GTEX0.880
4MNG113
mng-umap@100
0.877
5SRR1337412
brain-umap@2
GTEX0.874
6MNG306
mng-umap@100
0.874
7SRR1341702
brain-umap@2
GTEX0.874
8MNG350
mng-umap@100
0.872
9MNG349
mng-umap@100
0.866
10SRR1355150
brain-umap@2
GTEX0.855

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
APICAL_SURFACE0.417Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.417Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.413Inavolisib— uncovered
COAGULATION0.409Binimetinib— uncovered
HYPOXIA0.404Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.402Idelalisib— uncovered
ANGIOGENESIS0.349Remibrutinib— uncovered
KRAS_SIGNALING_DN0.341Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.337Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.333Remibrutinib— uncovered
MYOGENESIS0.324Inavolisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
BILE_ACID_METABOLISM0.275Inavolisib— uncovered
P53_PATHWAY0.266Idelalisib— uncovered
APOPTOSIS0.256Idelalisib— uncovered
GLYCOLYSIS0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.226Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.219Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
IL2_STAT5_SIGNALING0.154Idelalisib— uncovered