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

MNG446

6e571760-f573-5a05-b7cd-e625a1923097

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

  • PROTEIN_SECRETION+0.337
  • HYPOXIA+0.228
  • GLYCOLYSIS+0.211
  • UNFOLDED_PROTEIN_RESPONSE+0.192
  • PANCREAS_BETA_CELLS+0.164
  • MTORC1_SIGNALING+0.143
  • E2F_TARGETS+0.124
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.117
  • ANGIOGENESIS+0.102
  • ANDROGEN_RESPONSE+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.381
  • APICAL_JUNCTION-0.351
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • INTERFERON_GAMMA_RESPONSE-0.322
  • INFLAMMATORY_RESPONSE-0.266
  • WNT_BETA_CATENIN_SIGNALING-0.238
  • MITOTIC_SPINDLE-0.234
  • TNFA_SIGNALING_VIA_NFKB-0.233
  • ALLOGRAFT_REJECTION-0.226
  • MYOGENESIS-0.226

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
1MNG363
mng-umap@100
0.754
2TCGA-KU-A66T-01A-11R-A30B-07
head-neck@1
0.748
3TCGA-E9-A54X-01A-11R-A266-07
breast-umap@18
B0.739
4TCGA-D8-A1XV-01A-11R-A14M-07
breast-umap@18
B0.737
5MNG79
mng-umap@100
0.727
6MNG775
mng-umap@100
0.716
74a73aaff-d7fa-40d2-92f8-c9539055d35c
melanoma-umap@29
0.706
8MNG640
mng-umap@100
0.705
9BS_FW5ECXXK
brain-umap@2
Supratentorial Ependymoma0.698
10SAMN03290890
melanoma-umap@29
0.695

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.337Remibrutinib— uncovered
HYPOXIA0.228Idelalisib— uncovered
GLYCOLYSIS0.211Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.192Idelalisib— uncovered
PANCREAS_BETA_CELLS0.164Cobimetinib— uncovered
MTORC1_SIGNALING0.143Inavolisib— uncovered
E2F_TARGETS0.124Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.117Inavolisib— uncovered
ANGIOGENESIS0.102Remibrutinib— uncovered
ANDROGEN_RESPONSE0.070Inavolisib— uncovered
BILE_ACID_METABOLISM0.059Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.058Idelalisib— uncovered
G2M_CHECKPOINT0.048Inavolisib— uncovered
COAGULATION0.040Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.026Inavolisib— uncovered
SPERMATOGENESIS0.022Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.008Inavolisib— uncovered