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

MNG1088

81d21f5b-e7d9-5399-b68b-f822815f5ca5

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

  • INTERFERON_ALPHA_RESPONSE+0.550
  • INTERFERON_GAMMA_RESPONSE+0.417
  • DNA_REPAIR+0.321
  • P53_PATHWAY+0.266
  • APICAL_SURFACE+0.217
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.178
  • CHOLESTEROL_HOMEOSTASIS+0.168
  • APOPTOSIS+0.140
  • TNFA_SIGNALING_VIA_NFKB+0.135
  • PEROXISOME+0.131

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.235
  • KRAS_SIGNALING_UP-0.226
  • UV_RESPONSE_DN-0.221
  • NOTCH_SIGNALING-0.189
  • SPERMATOGENESIS-0.188
  • PROTEIN_SECRETION-0.184
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.160
  • HYPOXIA-0.143
  • MYC_TARGETS_V1-0.141
  • IL2_STAT5_SIGNALING-0.139

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
1MNG153
mng-umap@100
0.708
2MBCProject_2517_T1_RNA
breast-umap@18
B0.687
3TCGA-A8-A07Z-01A-11R-A00Z-07
breast-umap@18
B0.687
4R36
bladder-landscape@3
0.658
5ERR2278877
head-neck@1
0.644
6TCGA-BH-A6R8-01A-21R-A33J-07
breast-umap@18
B0.644
7TCGA-EW-A1P5-01A-11R-A144-07
breast-umap@18
B0.639
8TCGA-A2-A04X-01A-21R-A034-07
breast-umap@18
C0.639
9DRR168511
bladder-landscape@3
0.632
10MBCProject_2741_T1_RNA
breast-umap@18
B0.631

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
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.417Idelalisib— uncovered
DNA_REPAIR0.321Idelalisib— uncovered
P53_PATHWAY0.266Idelalisib— uncovered
APICAL_SURFACE0.217Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.178Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.168Remibrutinib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.135Inavolisib— uncovered
PEROXISOME0.131Idelalisib— uncovered
ALLOGRAFT_REJECTION0.121Idelalisib— uncovered
HEME_METABOLISM0.116Temsirolimus— uncovered
APICAL_JUNCTION0.106Inavolisib— uncovered
GLYCOLYSIS0.102Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.099Inavolisib— uncovered
UV_RESPONSE_UP0.094Idelalisib— uncovered
BILE_ACID_METABOLISM0.086Inavolisib— uncovered
MYOGENESIS0.081Inavolisib— uncovered
E2F_TARGETS0.066Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.064Inavolisib— uncovered