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

MNG145

98291b0f-b8b3-5c40-a138-5ada91a723d0

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

  • HEDGEHOG_SIGNALING+0.516
  • HYPOXIA+0.267
  • MYOGENESIS+0.226
  • KRAS_SIGNALING_DN+0.225
  • WNT_BETA_CATENIN_SIGNALING+0.206
  • APICAL_SURFACE+0.204
  • ANGIOGENESIS+0.203
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.203
  • COAGULATION+0.170
  • KRAS_SIGNALING_UP+0.164

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.541
  • MYC_TARGETS_V1-0.501
  • MYC_TARGETS_V2-0.468
  • E2F_TARGETS-0.444
  • DNA_REPAIR-0.425
  • INTERFERON_ALPHA_RESPONSE-0.424
  • FATTY_ACID_METABOLISM-0.386
  • PI3K_AKT_MTOR_SIGNALING-0.359
  • CHOLESTEROL_HOMEOSTASIS-0.347
  • PEROXISOME-0.345

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG888
mng-umap@100
0.906
2MNG831
mng-umap@100
0.900
3C3N-00175
lung-landscapes@6
cohortA10.894
4TCGA-MN-A4N4-01A-12R-A24X-07
lung-landscapes@6
cohortA10.892
5TCGA-63-A5MG-01A-12R-A27Q-07
lung-landscapes@6
cohortSQ10.888
6R116
bladder-landscape@3
0.873
7SRR9879289
lung-landscapes@6
cohortSQ10.868
8SRR4296064
lung-landscapes@6
cohortA10.866
9MNG1152
mng-umap@100
0.866
10SRR1516041
bladder-landscape@3
0.860

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.516Inavolisib— uncovered
HYPOXIA0.267Idelalisib— uncovered
MYOGENESIS0.226Inavolisib— uncovered
KRAS_SIGNALING_DN0.225Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.206Inavolisib— uncovered
APICAL_SURFACE0.204Temsirolimus— uncovered
ANGIOGENESIS0.203Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.203Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
KRAS_SIGNALING_UP0.164Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.122Inavolisib— uncovered
SPERMATOGENESIS0.107Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.102Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.092Idelalisib— uncovered
IL2_STAT5_SIGNALING0.052Idelalisib— uncovered
PANCREAS_BETA_CELLS0.043Cobimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.034Inavolisib— uncovered
APICAL_JUNCTION0.033Inavolisib— uncovered