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

MNG127

24b441c1-10b2-5f2f-ae80-77bb604b1140

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

  • TGF_BETA_SIGNALING+0.400
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.312
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.288
  • ESTROGEN_RESPONSE_EARLY+0.282
  • MYC_TARGETS_V2+0.279
  • ESTROGEN_RESPONSE_LATE+0.258
  • UV_RESPONSE_UP+0.237
  • MITOTIC_SPINDLE+0.230
  • HEME_METABOLISM+0.209

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.401
  • ANGIOGENESIS-0.299
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.291
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • KRAS_SIGNALING_UP-0.265
  • INTERFERON_GAMMA_RESPONSE-0.259
  • INTERFERON_ALPHA_RESPONSE-0.179
  • SPERMATOGENESIS-0.170
  • APICAL_SURFACE-0.166
  • PANCREAS_BETA_CELLS-0.158

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
1MNG1111
mng-umap@100
0.788
2MNG702
mng-umap@100
0.752
3SRR8392893
lung-landscapes@6
cohortSQ20.719
4MNG1104
mng-umap@100
0.703
5TCGA-CV-7430-01A-11R-2132-07
head-neck@1
0.688
6DRR168527
bladder-landscape@3
0.678
7ca41a924-f82c-4e83-996b-35261387ad3a
colon-landscapes@1
0.674
8MNG1079
mng-umap@100
0.657
9MNG683
mng-umap@100
0.657
10DRR168551
bladder-landscape@3
0.655

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.312Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.288Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.282Inavolisib— uncovered
MYC_TARGETS_V20.279Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.258Idelalisib— uncovered
UV_RESPONSE_UP0.237Idelalisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
HEME_METABOLISM0.209Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.208Idelalisib— uncovered
APOPTOSIS0.164Idelalisib— uncovered
APICAL_JUNCTION0.161Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
PEROXISOME0.147Idelalisib— uncovered
NOTCH_SIGNALING0.143Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
DNA_REPAIR0.126Idelalisib— uncovered
PROTEIN_SECRETION0.126Remibrutinib— uncovered