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

MNG381

994ee09c-fb82-5939-be0f-adb30d0c9e54

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

  • ANGIOGENESIS+0.476
  • ALLOGRAFT_REJECTION+0.366
  • HYPOXIA+0.361
  • OXIDATIVE_PHOSPHORYLATION+0.357
  • GLYCOLYSIS+0.326
  • TNFA_SIGNALING_VIA_NFKB+0.322
  • INFLAMMATORY_RESPONSE+0.299
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.292
  • ADIPOGENESIS+0.284
  • COAGULATION+0.284

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.136
  • APICAL_JUNCTION-0.129
  • ANDROGEN_RESPONSE-0.121
  • ESTROGEN_RESPONSE_EARLY-0.082
  • G2M_CHECKPOINT-0.077
  • MITOTIC_SPINDLE-0.073
  • DNA_REPAIR-0.056
  • CHOLESTEROL_HOMEOSTASIS-0.050
  • SPERMATOGENESIS-0.040
  • ESTROGEN_RESPONSE_LATE-0.037

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
1MNG919
mng-umap@100
0.803
2MNG1189
mng-umap@100
0.797
3BS_JG9JZTA9
brain-umap@2
low-grade glioma0.792
4AUR-AF98-TTM1-A-1-1-R-A742-41
breast-umap@18
E0.791
5X3a5c813b.6c47.49aa.916c.bcddbafdd54b
lung-landscapes@6
cohortA10.789
6AUR-AER6-TTM3-A-1-1-R-A742-41
breast-umap@18
C0.780
70E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.778
8SRR8518316
breast-umap@18
D0.775
9TCGA-ZF-AA53-01A-11R-A39I-07
bladder-landscape@3
0.773
10SRR12696756
melanoma-umap@29
0.772

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.476Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.366Idelalisib— uncovered
HYPOXIA0.361Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.357Remibrutinib— uncovered
GLYCOLYSIS0.326Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.322Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.299Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.292Inavolisib— uncovered
ADIPOGENESIS0.284Inavolisib— uncovered
COAGULATION0.284Binimetinib— uncovered
COMPLEMENT0.266Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.261Inavolisib— uncovered
MYC_TARGETS_V20.261Idelalisib— uncovered
APICAL_SURFACE0.256Temsirolimus— uncovered
PROTEIN_SECRETION0.221Remibrutinib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.219Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.198Idelalisib— uncovered
IL2_STAT5_SIGNALING0.195Idelalisib— uncovered