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

MNG265

38c694b4-49a0-54b9-81a9-f8880df635eb

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+0.734
  • MYC_TARGETS_V2+0.501
  • ADIPOGENESIS+0.419
  • MYC_TARGETS_V1+0.384
  • FATTY_ACID_METABOLISM+0.356
  • UNFOLDED_PROTEIN_RESPONSE+0.349
  • DNA_REPAIR+0.247
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.244
  • PEROXISOME+0.243
  • NOTCH_SIGNALING+0.224

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.457
  • ALLOGRAFT_REJECTION-0.451
  • INFLAMMATORY_RESPONSE-0.429
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.414
  • IL6_JAK_STAT3_SIGNALING-0.365
  • HEDGEHOG_SIGNALING-0.363
  • INTERFERON_GAMMA_RESPONSE-0.359
  • KRAS_SIGNALING_UP-0.338
  • ANGIOGENESIS-0.321
  • COMPLEMENT-0.312

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
14613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.877
2513fb61a-1339-45d2-8963-6337e3aff5df
colon-landscapes@1
0.872
3TCGA-CQ-6225-01A-11R-1915-07
head-neck@1
0.869
437b95452-c6ab-48f9-abd4-521b33596657
colon-landscapes@1
0.867
5ERR2278847
head-neck@1
0.864
6SRR6013506
lung-landscapes@6
cohortA20.858
7ERR2278860
head-neck@1
0.857
8MNG606
mng-umap@100
0.856
9SRR12475110
colon-landscapes@1
0.853
10TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.852

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.734Remibrutinib— uncovered
MYC_TARGETS_V20.501Idelalisib— uncovered
ADIPOGENESIS0.419Inavolisib— uncovered
MYC_TARGETS_V10.384Inavolisib— uncovered
FATTY_ACID_METABOLISM0.356Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.349Idelalisib— uncovered
DNA_REPAIR0.247Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.244Inavolisib— uncovered
PEROXISOME0.243Idelalisib— uncovered
NOTCH_SIGNALING0.224Inavolisib— uncovered
MTORC1_SIGNALING0.196Inavolisib— uncovered
BILE_ACID_METABOLISM0.163Inavolisib— uncovered
GLYCOLYSIS0.116Inavolisib— uncovered
E2F_TARGETS0.113Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.047Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.037Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.017Inavolisib— uncovered
HEME_METABOLISM0.007Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.005Remibrutinib— uncovered