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

MNG847

d9d45b87-09fb-5508-8f01-6c0606ee2041

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+0.478
  • ESTROGEN_RESPONSE_EARLY+0.434
  • CHOLESTEROL_HOMEOSTASIS+0.416
  • ESTROGEN_RESPONSE_LATE+0.401
  • PANCREAS_BETA_CELLS+0.367
  • APICAL_SURFACE+0.366
  • KRAS_SIGNALING_DN+0.306
  • TGF_BETA_SIGNALING+0.292
  • HYPOXIA+0.277
  • APOPTOSIS+0.266

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.536
  • DNA_REPAIR-0.440
  • E2F_TARGETS-0.410
  • MYC_TARGETS_V2-0.391
  • MYC_TARGETS_V1-0.384
  • MITOTIC_SPINDLE-0.348
  • ADIPOGENESIS-0.345
  • G2M_CHECKPOINT-0.336
  • INTERFERON_ALPHA_RESPONSE-0.315
  • WNT_BETA_CATENIN_SIGNALING-0.304

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
1MNG113
mng-umap@100
0.906
2MNG591
mng-umap@100
0.887
3MNG931
mng-umap@100
0.869
4TCGA-55-6984-01A-11R-1949-07
lung-landscapes@6
cohortA10.863
5MNG130
mng-umap@100
0.854
6MNG789
mng-umap@100
0.846
7MNG836
mng-umap@100
0.844
8SRR1315866
brain-umap@2
GTEX0.841
9MNG330
mng-umap@100
0.839
10MNG508
mng-umap@100
0.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.478Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.434Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.416Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.401Idelalisib— uncovered
PANCREAS_BETA_CELLS0.367Cobimetinib— uncovered
APICAL_SURFACE0.366Temsirolimus— uncovered
KRAS_SIGNALING_DN0.306Remibrutinib— uncovered
TGF_BETA_SIGNALING0.292Inavolisib— uncovered
HYPOXIA0.277Idelalisib— uncovered
APOPTOSIS0.266Idelalisib— uncovered
COAGULATION0.264Binimetinib— uncovered
KRAS_SIGNALING_UP0.242Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.234Idelalisib— uncovered
ANDROGEN_RESPONSE0.219Inavolisib— uncovered
IL2_STAT5_SIGNALING0.213Idelalisib— uncovered
MYOGENESIS0.166Inavolisib— uncovered
APICAL_JUNCTION0.154Inavolisib— uncovered
SPERMATOGENESIS0.135Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.117Inavolisib— uncovered
HEDGEHOG_SIGNALING0.116Inavolisib— uncovered