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

MNG361

81cc5720-d935-584b-bf28-411481f05e55

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

  • WNT_BETA_CATENIN_SIGNALING+0.397
  • NOTCH_SIGNALING+0.356
  • TGF_BETA_SIGNALING+0.348
  • MYC_TARGETS_V1+0.285
  • DNA_REPAIR+0.278
  • UV_RESPONSE_DN+0.274
  • PI3K_AKT_MTOR_SIGNALING+0.267
  • PROTEIN_SECRETION+0.247
  • MYC_TARGETS_V2+0.245
  • MITOTIC_SPINDLE+0.241

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.412
  • ANGIOGENESIS-0.384
  • PANCREAS_BETA_CELLS-0.367
  • HYPOXIA-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.306
  • KRAS_SIGNALING_DN-0.271
  • COAGULATION-0.266
  • ESTROGEN_RESPONSE_LATE-0.251
  • XENOBIOTIC_METABOLISM-0.240
  • ESTROGEN_RESPONSE_EARLY-0.201

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG812
mng-umap@100
0.815
2MNG714
mng-umap@100
0.812
3MNG196
mng-umap@100
0.804
4SRR934853
brain-umap@2
0.797
54A2E75AE-A92F-4497-9253-64AC42CFA745
brain-umap@2
0.786
6SJEPD031236_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.784
7SRR934847
brain-umap@2
0.781
8961CEC20-67F2-4615-8725-F35C12F0BC9B
brain-umap@2
0.775
9848C73F3-ABD7-47FD-BF70-FF29FBDF6F61
brain-umap@2
0.768
10SRR934880
brain-umap@2
0.765

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.397Inavolisib— uncovered
NOTCH_SIGNALING0.356Inavolisib— uncovered
TGF_BETA_SIGNALING0.348Inavolisib— uncovered
MYC_TARGETS_V10.285Inavolisib— uncovered
DNA_REPAIR0.278Idelalisib— uncovered
UV_RESPONSE_DN0.274Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.267Inavolisib— uncovered
PROTEIN_SECRETION0.247Remibrutinib— uncovered
MYC_TARGETS_V20.245Idelalisib— uncovered
MITOTIC_SPINDLE0.241Inavolisib— uncovered
E2F_TARGETS0.227Inavolisib— uncovered
PEROXISOME0.157Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.126Inavolisib— uncovered
G2M_CHECKPOINT0.115Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.101Idelalisib— uncovered
HEDGEHOG_SIGNALING0.083Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.070Idelalisib— uncovered
ALLOGRAFT_REJECTION0.065Idelalisib— uncovered
ADIPOGENESIS0.059Inavolisib— uncovered
HEME_METABOLISM0.007Temsirolimus— uncovered