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

MNG1115

4087802c-d2ac-5c9b-9101-5bb359a104d5

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

  • OXIDATIVE_PHOSPHORYLATION+0.533
  • E2F_TARGETS+0.510
  • G2M_CHECKPOINT+0.453
  • MYC_TARGETS_V2+0.403
  • MTORC1_SIGNALING+0.356
  • TNFA_SIGNALING_VIA_NFKB+0.328
  • DNA_REPAIR+0.307
  • UV_RESPONSE_UP+0.271
  • CHOLESTEROL_HOMEOSTASIS+0.263
  • MYC_TARGETS_V1+0.261

Top 10 suppressed

  • UV_RESPONSE_DN-0.352
  • ALLOGRAFT_REJECTION-0.303
  • APICAL_SURFACE-0.278
  • PROTEIN_SECRETION-0.271
  • HEDGEHOG_SIGNALING-0.224
  • ANDROGEN_RESPONSE-0.199
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.183
  • HEME_METABOLISM-0.155
  • IL2_STAT5_SIGNALING-0.122
  • APICAL_JUNCTION-0.111

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
1MNG713
mng-umap@100
0.861
2MNG711
mng-umap@100
0.821
3TCGA-BB-A5HY-01A-11R-A28V-07
head-neck@1
0.809
4BS_J483EMFP
brain-umap@2
ATRT0.807
5SRR8518231
breast-umap@18
E0.799
6TCGA-IQ-A61G-01A-11R-A30B-07
head-neck@1
0.792
7BSR_12_0070_A1_S79
breast-umap@18
C0.786
8e255e8fa-b1c7-42bf-9934-4ea44bed860f
colon-landscapes@1
0.782
9SRR35579811
breast-umap@18
B0.779
10MNG158
mng-umap@100
0.771

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.533Remibrutinib— uncovered
E2F_TARGETS0.510Inavolisib— uncovered
G2M_CHECKPOINT0.453Inavolisib— uncovered
MYC_TARGETS_V20.403Idelalisib— uncovered
MTORC1_SIGNALING0.356Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.328Inavolisib— uncovered
DNA_REPAIR0.307Idelalisib— uncovered
UV_RESPONSE_UP0.271Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.263Remibrutinib— uncovered
MYC_TARGETS_V10.261Inavolisib— uncovered
GLYCOLYSIS0.257Inavolisib— uncovered
FATTY_ACID_METABOLISM0.209Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.202Idelalisib— uncovered
P53_PATHWAY0.189Idelalisib— uncovered
APOPTOSIS0.182Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.168Inavolisib— uncovered
HYPOXIA0.150Idelalisib— uncovered
ANGIOGENESIS0.141Remibrutinib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
MITOTIC_SPINDLE0.127Inavolisib— uncovered