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

MNG1034

5df9768a-9a43-5eb5-8482-49b97fd28923

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

  • TGF_BETA_SIGNALING+0.500
  • PROTEIN_SECRETION+0.466
  • MYC_TARGETS_V1+0.386
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.357
  • ANDROGEN_RESPONSE+0.320
  • OXIDATIVE_PHOSPHORYLATION+0.311
  • HEDGEHOG_SIGNALING+0.287
  • UNFOLDED_PROTEIN_RESPONSE+0.268
  • PEROXISOME+0.266
  • ADIPOGENESIS+0.258

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.374
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.327
  • ALLOGRAFT_REJECTION-0.308
  • E2F_TARGETS-0.301
  • INTERFERON_GAMMA_RESPONSE-0.296
  • IL6_JAK_STAT3_SIGNALING-0.245
  • G2M_CHECKPOINT-0.219
  • INFLAMMATORY_RESPONSE-0.184
  • PANCREAS_BETA_CELLS-0.163
  • KRAS_SIGNALING_DN-0.140

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
1MNG1007
mng-umap@100
0.836
2MNG1056
mng-umap@100
0.826
3MNG579
mng-umap@100
0.809
4MNG1024
mng-umap@100
0.802
556D3154E-E779-4C27-8305-FEE7310B6762
brain-umap@2
0.786
6D1BFDB5B-3131-4B5C-8090-B3B91D4450F3
brain-umap@2
0.784
7BS_4NF35AF6
brain-umap@2
low-grade glioma0.778
8MNG1071
mng-umap@100
0.769
9TCGA-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.768
10MNG1053
mng-umap@100
0.752

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.500Inavolisib— uncovered
PROTEIN_SECRETION0.466Remibrutinib— uncovered
MYC_TARGETS_V10.386Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.357Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.311Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.287Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.268Idelalisib— uncovered
PEROXISOME0.266Idelalisib— uncovered
ADIPOGENESIS0.258Inavolisib— uncovered
HEME_METABOLISM0.226Temsirolimus— uncovered
NOTCH_SIGNALING0.221Inavolisib— uncovered
DNA_REPAIR0.206Idelalisib— uncovered
FATTY_ACID_METABOLISM0.201Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.193Inavolisib— uncovered
UV_RESPONSE_DN0.192Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.166Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.142Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.132Inavolisib— uncovered
MTORC1_SIGNALING0.118Inavolisib— uncovered