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

MNG880

9e7abd61-c47a-54b1-a406-54108a87a6e9

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

  • MYC_TARGETS_V1+0.451
  • E2F_TARGETS+0.437
  • G2M_CHECKPOINT+0.364
  • DNA_REPAIR+0.332
  • CHOLESTEROL_HOMEOSTASIS+0.274
  • OXIDATIVE_PHOSPHORYLATION+0.274
  • PROTEIN_SECRETION+0.247
  • HEME_METABOLISM+0.241
  • MTORC1_SIGNALING+0.198
  • PEROXISOME+0.172

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.544
  • APICAL_SURFACE-0.533
  • HYPOXIA-0.336
  • KRAS_SIGNALING_UP-0.297
  • INFLAMMATORY_RESPONSE-0.290
  • IL6_JAK_STAT3_SIGNALING-0.285
  • MYOGENESIS-0.284
  • HEDGEHOG_SIGNALING-0.269
  • IL2_STAT5_SIGNALING-0.246
  • ANGIOGENESIS-0.241

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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-DK-A3IS-01A-21R-A21D-07
bladder-landscape@3
0.865
2TCGA-4Z-AA80-01A-11R-A39I-07
bladder-landscape@3
0.865
3MNG832
mng-umap@100
0.861
4BS_QXKRN6CR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.853
5BS_QXKRN6CR
brain-umap@2
Supratentorial Ependymoma0.850
6BS_7G42J2SK
brain-umap@2
Supratentorial Ependymoma0.845
7BS_H4NXBD2D
brain-umap@2
Supratentorial Ependymoma0.843
8BS_EK5PCKY0
brain-umap@2
Supratentorial Ependymoma0.840
9BS_G23JJAZY
brain-umap@2
Supratentorial Ependymoma0.836
10dfb9c45f-cb52-4e36-b663-1a9e8c7c0b47
colon-landscapes@1
0.832

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.451Inavolisib— uncovered
E2F_TARGETS0.437Inavolisib— uncovered
G2M_CHECKPOINT0.364Inavolisib— uncovered
DNA_REPAIR0.332Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.274Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.274Remibrutinib— uncovered
PROTEIN_SECRETION0.247Remibrutinib— uncovered
HEME_METABOLISM0.241Temsirolimus— uncovered
MTORC1_SIGNALING0.198Inavolisib— uncovered
PEROXISOME0.172Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.169Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.153Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.145Inavolisib— uncovered
BILE_ACID_METABOLISM0.122Inavolisib— uncovered
MYC_TARGETS_V20.104Idelalisib— uncovered
ADIPOGENESIS0.093Inavolisib— uncovered
SPERMATOGENESIS0.083Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.078Inavolisib— uncovered
MITOTIC_SPINDLE0.073Inavolisib— uncovered
UV_RESPONSE_UP0.049Idelalisib— uncovered