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

MNG288

82472133-2935-505d-9fc9-9eb4b21051ea

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

  • APICAL_SURFACE+0.253
  • HEDGEHOG_SIGNALING+0.150
  • ESTROGEN_RESPONSE_EARLY+0.097
  • TGF_BETA_SIGNALING+0.090
  • APICAL_JUNCTION+0.088
  • ANDROGEN_RESPONSE+0.082
  • APOPTOSIS+0.066
  • MYOGENESIS+0.063
  • P53_PATHWAY+0.062
  • UV_RESPONSE_DN+0.062

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.518
  • ANGIOGENESIS-0.390
  • MTORC1_SIGNALING-0.311
  • TNFA_SIGNALING_VIA_NFKB-0.291
  • ADIPOGENESIS-0.289
  • GLYCOLYSIS-0.275
  • COMPLEMENT-0.268
  • PROTEIN_SECRETION-0.268
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.267
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.261

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
1MNG320
mng-umap@100
0.847
2C3N-00293
lung-landscapes@6
cohortA10.785
3MNG957
mng-umap@100
0.785
4X3b00356a.e947.42f1.8b5f.6dcd789d9272
lung-landscapes@6
cohortA10.769
5MNG491
mng-umap@100
0.765
6ERR2208935
melanoma-umap@29
0.757
7SRR8526730
lung-landscapes@6
cohortA10.745
8BS_9CA93S6D
brain-umap@2
Diffuse intrinsic pontine glioma0.742
9SRR29022832
breast-umap@18
A0.742
10MBCProject_0719_T1_RNA
breast-umap@18
A0.741

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
APICAL_SURFACE0.253Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.097Inavolisib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
APICAL_JUNCTION0.088Inavolisib— uncovered
ANDROGEN_RESPONSE0.082Inavolisib— uncovered
APOPTOSIS0.066Idelalisib— uncovered
MYOGENESIS0.063Inavolisib— uncovered
P53_PATHWAY0.062Idelalisib— uncovered
UV_RESPONSE_DN0.062Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.055Remibrutinib— uncovered
NOTCH_SIGNALING0.055Inavolisib— uncovered
KRAS_SIGNALING_DN0.045Remibrutinib— uncovered
PEROXISOME0.035Idelalisib— uncovered
HEME_METABOLISM0.027Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.023Inavolisib— uncovered
BILE_ACID_METABOLISM0.007Inavolisib— uncovered
MITOTIC_SPINDLE0.002Inavolisib— uncovered