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

MNG772

5125a37d-9c6e-5826-a320-2b958d256f1a

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

  • CHOLESTEROL_HOMEOSTASIS+0.398
  • HYPOXIA+0.273
  • KRAS_SIGNALING_DN+0.238
  • OXIDATIVE_PHOSPHORYLATION+0.237
  • HEME_METABOLISM+0.228
  • ANDROGEN_RESPONSE+0.206
  • MYOGENESIS+0.199
  • BILE_ACID_METABOLISM+0.186
  • ADIPOGENESIS+0.184
  • P53_PATHWAY+0.175

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.544
  • INTERFERON_GAMMA_RESPONSE-0.479
  • ALLOGRAFT_REJECTION-0.362
  • E2F_TARGETS-0.362
  • IL6_JAK_STAT3_SIGNALING-0.280
  • G2M_CHECKPOINT-0.251
  • MYC_TARGETS_V1-0.229
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.227
  • UNFOLDED_PROTEIN_RESPONSE-0.203
  • DNA_REPAIR-0.195

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG682
mng-umap@100
0.769
2SRR8613741
breast-umap@18
F0.743
3SRR816770
brain-umap@2
GTEX0.734
4TCGA-2F-A9KQ-01A-11R-A38B-07
bladder-landscape@3
0.704
5TCGA-CV-6935-01A-11R-1915-07
head-neck@1
0.702
6MNG384
mng-umap@100
0.699
7SRR817715
brain-umap@2
GTEX0.699
8MNG965
mng-umap@100
0.687
9aMVAC.P_003_TURBT_S220
bladder-landscape@3
0.681
10SRR8613710
breast-umap@18
F0.680

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.398Remibrutinib— uncovered
HYPOXIA0.273Idelalisib— uncovered
KRAS_SIGNALING_DN0.238Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.237Remibrutinib— uncovered
HEME_METABOLISM0.228Temsirolimus— uncovered
ANDROGEN_RESPONSE0.206Inavolisib— uncovered
MYOGENESIS0.199Inavolisib— uncovered
BILE_ACID_METABOLISM0.186Inavolisib— uncovered
ADIPOGENESIS0.184Inavolisib— uncovered
P53_PATHWAY0.175Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.174Idelalisib— uncovered
APICAL_JUNCTION0.169Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.168Inavolisib— uncovered
ANGIOGENESIS0.167Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
UV_RESPONSE_UP0.147Idelalisib— uncovered
GLYCOLYSIS0.136Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.133Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
MTORC1_SIGNALING0.094Inavolisib— uncovered