Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG656

53a4aa63-c707-5f8c-aa6d-d60f64c5706f

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

  • MYOGENESIS+0.205
  • P53_PATHWAY+0.192
  • KRAS_SIGNALING_DN+0.163
  • DNA_REPAIR+0.152
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.134
  • APICAL_SURFACE+0.094
  • APICAL_JUNCTION+0.060
  • NOTCH_SIGNALING+0.033
  • WNT_BETA_CATENIN_SIGNALING-0.003
  • HYPOXIA-0.008

Top 10 suppressed

  • PROTEIN_SECRETION-0.565
  • MYC_TARGETS_V1-0.445
  • ANDROGEN_RESPONSE-0.436
  • G2M_CHECKPOINT-0.415
  • UV_RESPONSE_DN-0.376
  • MTORC1_SIGNALING-0.367
  • E2F_TARGETS-0.335
  • UNFOLDED_PROTEIN_RESPONSE-0.322
  • CHOLESTEROL_HOMEOSTASIS-0.306
  • OXIDATIVE_PHOSPHORYLATION-0.242

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
1BS_A87NPZAP
medullo-epn-umap@date-based
MedMedulloblastoma0.887
2R76
bladder-landscape@3
0.857
3TCGA-D8-A3Z5-01A-41R-A24H-07
breast-umap@18
A0.851
4R71
bladder-landscape@3
0.848
5TCGA-A2-A0CK-01A-11R-A22K-07
breast-umap@18
A0.846
6MNG1250
mng-umap@100
0.845
7MNG559
mng-umap@100
0.839
8MNG1258
mng-umap@100
0.832
9TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.832
10df6cc1d8-c28f-4530-95ff-4e18ee383e88
colon-landscapes@1
0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.205Inavolisib— uncovered
P53_PATHWAY0.192Idelalisib— uncovered
KRAS_SIGNALING_DN0.163Remibrutinib— uncovered
DNA_REPAIR0.152Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.134Inavolisib— uncovered
APICAL_SURFACE0.094Temsirolimus— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
NOTCH_SIGNALING0.033Inavolisib— uncovered