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

MNG171

ceefc46b-e7ae-5f3c-9474-4e3ac6a72ec7

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

  • INTERFERON_ALPHA_RESPONSE+0.604
  • OXIDATIVE_PHOSPHORYLATION+0.572
  • MYC_TARGETS_V1+0.421
  • MYC_TARGETS_V2+0.385
  • E2F_TARGETS+0.367
  • INTERFERON_GAMMA_RESPONSE+0.358
  • FATTY_ACID_METABOLISM+0.312
  • G2M_CHECKPOINT+0.288
  • DNA_REPAIR+0.287
  • MTORC1_SIGNALING+0.267

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.452
  • ANGIOGENESIS-0.385
  • UV_RESPONSE_DN-0.336
  • WNT_BETA_CATENIN_SIGNALING-0.335
  • APICAL_JUNCTION-0.320
  • HEDGEHOG_SIGNALING-0.320
  • MYOGENESIS-0.300
  • APICAL_SURFACE-0.298
  • COAGULATION-0.267
  • TGF_BETA_SIGNALING-0.263

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
1TCGA-55-1596-01A-01R-0946-07
lung-landscapes@6
cohortA40.895
2SRR27320678
colon-landscapes@1
0.891
3SRR8613729
breast-umap@18
E0.876
4TCGA-66-2763-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.876
5C3N-00580
lung-landscapes@6
cohortA10.868
6MNG95
mng-umap@100
0.866
7TCGA-C8-A12U-01A-11R-A115-07
breast-umap@18
B0.865
8SRR8518323
breast-umap@18
E0.860
9MNG277
mng-umap@100
0.859
10SRR11296797
colon-landscapes@1
0.855

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.604Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.572Remibrutinib— uncovered
MYC_TARGETS_V10.421Inavolisib— uncovered
MYC_TARGETS_V20.385Idelalisib— uncovered
E2F_TARGETS0.367Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.358Idelalisib— uncovered
FATTY_ACID_METABOLISM0.312Inavolisib— uncovered
G2M_CHECKPOINT0.288Inavolisib— uncovered
DNA_REPAIR0.287Idelalisib— uncovered
MTORC1_SIGNALING0.267Inavolisib— uncovered
PEROXISOME0.193Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.171Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.148Idelalisib— uncovered
BILE_ACID_METABOLISM0.142Inavolisib— uncovered
ADIPOGENESIS0.097Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.062Inavolisib— uncovered
SPERMATOGENESIS0.037Inavolisib— uncovered
GLYCOLYSIS0.007Inavolisib— uncovered