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

MNG1232

471262b3-86e0-50a3-ac7d-7b0ffda8325e

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+0.571
  • ANGIOGENESIS+0.404
  • INFLAMMATORY_RESPONSE+0.381
  • PANCREAS_BETA_CELLS+0.352
  • KRAS_SIGNALING_UP+0.336
  • IL2_STAT5_SIGNALING+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.269
  • KRAS_SIGNALING_DN+0.266
  • APICAL_SURFACE+0.260
  • HYPOXIA+0.259

Top 10 suppressed

  • PROTEIN_SECRETION-0.515
  • MITOTIC_SPINDLE-0.405
  • MYC_TARGETS_V1-0.387
  • DNA_REPAIR-0.358
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.322
  • UV_RESPONSE_DN-0.317
  • HEME_METABOLISM-0.286
  • NOTCH_SIGNALING-0.275
  • E2F_TARGETS-0.273

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.

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

#SampleCancer typeSubtypecos similarity
1SRR1489821
brain-umap@2
GTEX0.882
2SRR1332317
brain-umap@2
GTEX0.869
3MNG229
mng-umap@100
0.864
4MNG173
mng-umap@100
0.857
5SRR1415832
brain-umap@2
GTEX0.855
6MNG1068
mng-umap@100
0.848
7MDT-AP-2892
medullo-epn-umap@date-based
MedMedulloblastoma0.845
8SRR1316254
brain-umap@2
GTEX0.843
9SRR1445238
brain-umap@2
GTEX0.843
10SRR1334847
brain-umap@2
GTEX0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.571Inavolisib— uncovered
ANGIOGENESIS0.404Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.381Idelalisib— uncovered
PANCREAS_BETA_CELLS0.352Cobimetinib— uncovered
KRAS_SIGNALING_UP0.336Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.269Inavolisib— uncovered
KRAS_SIGNALING_DN0.266Remibrutinib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered
HYPOXIA0.259Idelalisib— uncovered
COAGULATION0.248Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.248Idelalisib— uncovered
ALLOGRAFT_REJECTION0.245Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.219Inavolisib— uncovered
COMPLEMENT0.172Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.156Inavolisib— uncovered
MYOGENESIS0.147Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
APOPTOSIS0.133Idelalisib— uncovered
UV_RESPONSE_UP0.123Idelalisib— uncovered