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

MNG78

e73cab20-f13a-52c1-ab60-67f66e1ab062

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+0.545
  • WNT_BETA_CATENIN_SIGNALING+0.406
  • HYPOXIA+0.383
  • TGF_BETA_SIGNALING+0.354
  • HEDGEHOG_SIGNALING+0.326
  • MITOTIC_SPINDLE+0.306
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.303
  • APOPTOSIS+0.268
  • IL6_JAK_STAT3_SIGNALING+0.264
  • IL2_STAT5_SIGNALING+0.256

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.396
  • MYC_TARGETS_V2-0.281
  • PEROXISOME-0.269
  • BILE_ACID_METABOLISM-0.245
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.227
  • PANCREAS_BETA_CELLS-0.210
  • MTORC1_SIGNALING-0.202
  • UNFOLDED_PROTEIN_RESPONSE-0.199
  • XENOBIOTIC_METABOLISM-0.183
  • FATTY_ACID_METABOLISM-0.180

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG454
mng-umap@100
0.782
2TCGA-60-2704-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.776
3TCGA-A2-A4RX-01A-11R-A266-07
breast-umap@18
D0.766
4156a3def-5866-4be4-ad0b-61b957d5b6eb
melanoma-umap@29
0.766
5SAMN03290934
melanoma-umap@29
0.758
6SRR27320698
colon-landscapes@1
0.754
7TCGA-FD-A3SP-01A-31R-A22U-07
bladder-landscape@3
0.752
8DRR168609
bladder-landscape@3
0.750
9TCGA-EW-A6SC-01A-12R-A32P-07
breast-umap@18
A0.749
10TCGA-A8-A08Z-01A-21R-A00Z-07
breast-umap@18
A0.745

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.545Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.406Inavolisib— uncovered
HYPOXIA0.383Idelalisib— uncovered
TGF_BETA_SIGNALING0.354Inavolisib— uncovered
HEDGEHOG_SIGNALING0.326Inavolisib— uncovered
MITOTIC_SPINDLE0.306Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.303Inavolisib— uncovered
APOPTOSIS0.268Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.264Inavolisib— uncovered
IL2_STAT5_SIGNALING0.256Idelalisib— uncovered
COMPLEMENT0.198Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.192Idelalisib— uncovered
UV_RESPONSE_DN0.188Inavolisib— uncovered
G2M_CHECKPOINT0.181Inavolisib— uncovered
COAGULATION0.178Binimetinib— uncovered
DNA_REPAIR0.174Idelalisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
KRAS_SIGNALING_UP0.167Inavolisib— uncovered
P53_PATHWAY0.142Idelalisib— uncovered
MYOGENESIS0.116Inavolisib— uncovered