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

MNG1162

a539a016-b1e0-5a73-b59b-dbd92bbd3051

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.297
  • COAGULATION+0.286
  • KRAS_SIGNALING_DN+0.279
  • MYOGENESIS+0.233
  • PANCREAS_BETA_CELLS+0.222
  • SPERMATOGENESIS+0.165
  • APICAL_JUNCTION+0.140
  • ESTROGEN_RESPONSE_LATE+0.114
  • APICAL_SURFACE+0.085
  • XENOBIOTIC_METABOLISM+0.002

Top 10 suppressed

  • PROTEIN_SECRETION-0.566
  • MYC_TARGETS_V1-0.452
  • ANDROGEN_RESPONSE-0.445
  • MTORC1_SIGNALING-0.432
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • TNFA_SIGNALING_VIA_NFKB-0.417
  • MYC_TARGETS_V2-0.336
  • TGF_BETA_SIGNALING-0.327
  • UV_RESPONSE_DN-0.313
  • CHOLESTEROL_HOMEOSTASIS-0.302

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SJEPD035_R.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.887
2MNG1137
mng-umap@100
0.882
3SRR1472663
brain-umap@2
GTEX0.881
4MNG1158
mng-umap@100
0.879
5SRR1451964
brain-umap@2
GTEX0.872
6SRR1348861
brain-umap@2
GTEX0.869
7SRR1360674
brain-umap@2
GTEX0.866
8SRR1500405
brain-umap@2
GTEX0.864
9SRR1332048
brain-umap@2
GTEX0.863
10SRR1479759
brain-umap@2
GTEX0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.297Inavolisib— uncovered
COAGULATION0.286Binimetinib— uncovered
KRAS_SIGNALING_DN0.279Remibrutinib— uncovered
MYOGENESIS0.233Inavolisib— uncovered
PANCREAS_BETA_CELLS0.222Cobimetinib— uncovered
SPERMATOGENESIS0.165Inavolisib— uncovered
APICAL_JUNCTION0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.114Idelalisib— uncovered
APICAL_SURFACE0.085Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.002Inavolisib— uncovered