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

MNG103

d8bd9d21-a1ee-5ce2-a933-0f7d6984a53a

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

  • MYC_TARGETS_V1+0.556
  • OXIDATIVE_PHOSPHORYLATION+0.497
  • MYC_TARGETS_V2+0.494
  • E2F_TARGETS+0.433
  • G2M_CHECKPOINT+0.406
  • MTORC1_SIGNALING+0.333
  • UNFOLDED_PROTEIN_RESPONSE+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.296
  • DNA_REPAIR+0.264
  • WNT_BETA_CATENIN_SIGNALING+0.226

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.436
  • TNFA_SIGNALING_VIA_NFKB-0.409
  • INTERFERON_GAMMA_RESPONSE-0.394
  • INFLAMMATORY_RESPONSE-0.304
  • ESTROGEN_RESPONSE_EARLY-0.289
  • HEDGEHOG_SIGNALING-0.269
  • APICAL_SURFACE-0.260
  • IL6_JAK_STAT3_SIGNALING-0.258
  • KRAS_SIGNALING_DN-0.249
  • ESTROGEN_RESPONSE_LATE-0.222

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
1MNG1011
mng-umap@100
0.854
2MNG1063
mng-umap@100
0.849
35712498e-366d-4b30-b131-ae7209d59842
colon-landscapes@1
0.843
4SRR6013505
lung-landscapes@6
cohortA40.843
5MNG646
mng-umap@100
0.842
6MDT-AP-0359
medullo-epn-umap@date-based
MedMedulloblastoma0.841
7TCGA-22-5483-01A-01R-1820-07
lung-landscapes@6
cohortMD10.838
8X7c81e3d9.c538.468a.8a2a.f34513bac230
lung-landscapes@6
cohortA30.836
9176e93be-1ae5-43f2-a0b5-17f31695e679
melanoma-umap@29
0.834
10GSM5359432
bladder-landscape@3
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.556Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.497Remibrutinib— uncovered
MYC_TARGETS_V20.494Idelalisib— uncovered
E2F_TARGETS0.433Inavolisib— uncovered
G2M_CHECKPOINT0.406Inavolisib— uncovered
MTORC1_SIGNALING0.333Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.296Remibrutinib— uncovered
DNA_REPAIR0.264Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.226Inavolisib— uncovered
PROTEIN_SECRETION0.215Remibrutinib— uncovered
ANGIOGENESIS0.196Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.147Inavolisib— uncovered
ANDROGEN_RESPONSE0.141Inavolisib— uncovered
FATTY_ACID_METABOLISM0.129Inavolisib— uncovered
ADIPOGENESIS0.095Inavolisib— uncovered
GLYCOLYSIS0.089Inavolisib— uncovered
PANCREAS_BETA_CELLS0.088Cobimetinib— uncovered
MITOTIC_SPINDLE0.057Inavolisib— uncovered
UV_RESPONSE_DN0.039Inavolisib— uncovered