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

MNG407

08e10f75-8684-50f2-83e0-c5a1aa4dc602

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+0.508
  • TGF_BETA_SIGNALING+0.453
  • ESTROGEN_RESPONSE_EARLY+0.353
  • HYPOXIA+0.337
  • ANDROGEN_RESPONSE+0.323
  • ESTROGEN_RESPONSE_LATE+0.284
  • APOPTOSIS+0.269
  • PROTEIN_SECRETION+0.255
  • UV_RESPONSE_DN+0.217
  • APICAL_JUNCTION+0.204

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.316
  • OXIDATIVE_PHOSPHORYLATION-0.259
  • ANGIOGENESIS-0.253
  • WNT_BETA_CATENIN_SIGNALING-0.146
  • FATTY_ACID_METABOLISM-0.141
  • ADIPOGENESIS-0.111
  • E2F_TARGETS-0.099
  • MYC_TARGETS_V2-0.096
  • CHOLESTEROL_HOMEOSTASIS-0.071
  • PANCREAS_BETA_CELLS-0.062

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
1MNG401
mng-umap@100
0.764
2MNG901
mng-umap@100
0.754
3MNG902
mng-umap@100
0.730
4MNG20
mng-umap@100
0.692
5MNG405
mng-umap@100
0.686
6MNG1059
mng-umap@100
0.681
7MNG932
mng-umap@100
0.647
8MNG462
mng-umap@100
0.629
9BS_KP735TJ6
brain-umap@2
high-grade glioma0.629
10TCGA-CN-6998-01A-23R-2016-07
head-neck@1
0.627

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.508Inavolisib— uncovered
TGF_BETA_SIGNALING0.453Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.353Inavolisib— uncovered
HYPOXIA0.337Idelalisib— uncovered
ANDROGEN_RESPONSE0.323Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.284Idelalisib— uncovered
APOPTOSIS0.269Idelalisib— uncovered
PROTEIN_SECRETION0.255Remibrutinib— uncovered
UV_RESPONSE_DN0.217Inavolisib— uncovered
APICAL_JUNCTION0.204Inavolisib— uncovered
UV_RESPONSE_UP0.192Idelalisib— uncovered
MYC_TARGETS_V10.188Inavolisib— uncovered
APICAL_SURFACE0.183Temsirolimus— uncovered
P53_PATHWAY0.161Idelalisib— uncovered
MTORC1_SIGNALING0.156Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.152Idelalisib— uncovered
MITOTIC_SPINDLE0.141Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.106Inavolisib— uncovered
KRAS_SIGNALING_UP0.104Inavolisib— uncovered