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

MNG334

2714f74f-1116-53a0-a373-d9e67b985012

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+0.596
  • MYC_TARGETS_V2+0.540
  • TNFA_SIGNALING_VIA_NFKB+0.504
  • E2F_TARGETS+0.412
  • G2M_CHECKPOINT+0.380
  • UV_RESPONSE_UP+0.325
  • ANGIOGENESIS+0.294
  • MYC_TARGETS_V1+0.288
  • ADIPOGENESIS+0.250
  • ESTROGEN_RESPONSE_LATE+0.218

Top 10 suppressed

  • PROTEIN_SECRETION-0.366
  • INTERFERON_ALPHA_RESPONSE-0.224
  • PI3K_AKT_MTOR_SIGNALING-0.198
  • BILE_ACID_METABOLISM-0.197
  • APICAL_SURFACE-0.160
  • COMPLEMENT-0.148
  • INTERFERON_GAMMA_RESPONSE-0.119
  • PEROXISOME-0.113
  • MITOTIC_SPINDLE-0.109
  • UV_RESPONSE_DN-0.090

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
1SRR6013551
lung-landscapes@6
cohortSQ10.778
2b038a717-19be-40c4-a4df-992156b5e2a2
colon-landscapes@1
0.745
3MNG1115
mng-umap@100
0.732
4MDT-AP-0549
medullo-epn-umap@date-based
MedMedulloblastoma0.730
5TCGA-PQ-A6FN-01A-11R-A31N-07
bladder-landscape@3
0.723
6TCGA-DK-A2I6-01A-12R-A18C-07
bladder-landscape@3
0.710
7SRR975592
colon-landscapes@1
0.710
8MNG437
mng-umap@100
0.705
9MNG1082
mng-umap@100
0.704
10MDT-AP-0370
medullo-epn-umap@date-based
MedMedulloblastoma0.685

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.596Remibrutinib— uncovered
MYC_TARGETS_V20.540Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.504Inavolisib— uncovered
E2F_TARGETS0.412Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
UV_RESPONSE_UP0.325Idelalisib— uncovered
ANGIOGENESIS0.294Remibrutinib— uncovered
MYC_TARGETS_V10.288Inavolisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.218Idelalisib— uncovered
TGF_BETA_SIGNALING0.174Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.152Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.147Idelalisib— uncovered
GLYCOLYSIS0.121Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
COAGULATION0.112Binimetinib— uncovered
HYPOXIA0.106Idelalisib— uncovered
DNA_REPAIR0.105Idelalisib— uncovered
MYOGENESIS0.101Inavolisib— uncovered