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

MNG281

0ca594c2-1639-59b5-9c73-73180f612ace

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+0.692
  • INFLAMMATORY_RESPONSE+0.568
  • IL6_JAK_STAT3_SIGNALING+0.563
  • ALLOGRAFT_REJECTION+0.483
  • HYPOXIA+0.469
  • ANGIOGENESIS+0.452
  • TGF_BETA_SIGNALING+0.437
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.436
  • IL2_STAT5_SIGNALING+0.435
  • MYOGENESIS+0.434

Top 10 suppressed

  • DNA_REPAIR-0.252
  • E2F_TARGETS-0.229
  • PEROXISOME-0.215
  • BILE_ACID_METABOLISM-0.184
  • FATTY_ACID_METABOLISM-0.088
  • WNT_BETA_CATENIN_SIGNALING-0.029
  • SPERMATOGENESIS+0.013
  • OXIDATIVE_PHOSPHORYLATION+0.026
  • MYC_TARGETS_V1+0.062
  • APICAL_SURFACE+0.097

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.

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

#SampleCancer typeSubtypecos similarity
1s_150324_4b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.927
2SRR26320076
bladder-landscape@3
0.926
3MNG918
mng-umap@100
0.926
4MNG639
mng-umap@100
0.924
5EPT0509
medullo-epn-umap@date-based
EPNEPN Tumor0.914
6BS_4T0HPZDC
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.913
7BS_EN2VK7NY
brain-umap@2
low-grade glioma0.910
8TCGA-CN-6020-01A-11R-1686-07
head-neck@1
0.904
9MNG553
mng-umap@100
0.902
10MNG120
mng-umap@100
0.900

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.692Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.568Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.563Inavolisib— uncovered
ALLOGRAFT_REJECTION0.483Idelalisib— uncovered
HYPOXIA0.469Idelalisib— uncovered
ANGIOGENESIS0.452Remibrutinib— uncovered
TGF_BETA_SIGNALING0.437Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.436Inavolisib— uncovered
IL2_STAT5_SIGNALING0.435Idelalisib— uncovered
MYOGENESIS0.434Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
ANDROGEN_RESPONSE0.419Inavolisib— uncovered
APOPTOSIS0.411Idelalisib— uncovered
COMPLEMENT0.363Inavolisib— uncovered
UV_RESPONSE_DN0.328Inavolisib— uncovered
UV_RESPONSE_UP0.316Idelalisib— uncovered
COAGULATION0.303Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.291Inavolisib— uncovered
KRAS_SIGNALING_UP0.278Inavolisib— uncovered
P53_PATHWAY0.266Idelalisib— uncovered