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

MNG713

a34c7961-3418-57be-8320-6ead59637e0d

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+0.549
  • MYC_TARGETS_V2+0.503
  • E2F_TARGETS+0.458
  • G2M_CHECKPOINT+0.430
  • DNA_REPAIR+0.296
  • INTERFERON_ALPHA_RESPONSE+0.286
  • MITOTIC_SPINDLE+0.261
  • MYC_TARGETS_V1+0.261
  • GLYCOLYSIS+0.259
  • MTORC1_SIGNALING+0.259

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.363
  • PROTEIN_SECRETION-0.335
  • ANDROGEN_RESPONSE-0.289
  • UV_RESPONSE_DN-0.284
  • KRAS_SIGNALING_UP-0.277
  • TGF_BETA_SIGNALING-0.198
  • WNT_BETA_CATENIN_SIGNALING-0.165
  • ALLOGRAFT_REJECTION-0.150
  • HEDGEHOG_SIGNALING-0.143
  • COMPLEMENT-0.112

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
1MNG1115
mng-umap@100
0.861
2C3N-01419
lung-landscapes@6
cohortA10.843
3TCGA-XF-A9T6-01A-11R-A42T-07
bladder-landscape@3
0.841
4MNG626
mng-umap@100
0.838
548128da3-329b-45c5-be65-c8cbeccddb97
colon-landscapes@1
0.813
6MNG358
mng-umap@100
0.809
7652298ba-554a-4fad-9d8b-aceaee37f9f2
colon-landscapes@1
0.808
8MNG774
mng-umap@100
0.807
9TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.805
10SRR8518230
breast-umap@18
E0.798

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.549Remibrutinib— uncovered
MYC_TARGETS_V20.503Idelalisib— uncovered
E2F_TARGETS0.458Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
DNA_REPAIR0.296Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.286Inavolisib— uncovered
MITOTIC_SPINDLE0.261Inavolisib— uncovered
MYC_TARGETS_V10.261Inavolisib— uncovered
GLYCOLYSIS0.259Inavolisib— uncovered
MTORC1_SIGNALING0.259Inavolisib— uncovered
FATTY_ACID_METABOLISM0.256Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
PEROXISOME0.246Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
ADIPOGENESIS0.194Inavolisib— uncovered
P53_PATHWAY0.194Idelalisib— uncovered
UV_RESPONSE_UP0.183Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.123Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.116Idelalisib— uncovered
NOTCH_SIGNALING0.108Inavolisib— uncovered