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

MNG1124

352b38c9-2d06-5307-988b-48f46709b030

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

  • PANCREAS_BETA_CELLS+0.468
  • ANGIOGENESIS+0.369
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • KRAS_SIGNALING_UP+0.314
  • COAGULATION+0.221
  • INFLAMMATORY_RESPONSE+0.216
  • KRAS_SIGNALING_DN+0.205
  • ESTROGEN_RESPONSE_LATE+0.193
  • IL6_JAK_STAT3_SIGNALING+0.166
  • ESTROGEN_RESPONSE_EARLY+0.165

Top 10 suppressed

  • DNA_REPAIR-0.374
  • WNT_BETA_CATENIN_SIGNALING-0.342
  • MYC_TARGETS_V2-0.331
  • TGF_BETA_SIGNALING-0.311
  • MITOTIC_SPINDLE-0.294
  • PEROXISOME-0.280
  • NOTCH_SIGNALING-0.259
  • ADIPOGENESIS-0.256
  • INTERFERON_ALPHA_RESPONSE-0.224
  • PI3K_AKT_MTOR_SIGNALING-0.210

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1147
mng-umap@100
0.788
2MDT-AP-0005
medullo-epn-umap@date-based
MedMedulloblastoma0.755
3SRR1797251
lung-landscapes@6
cohortSC0.724
4MNG835
mng-umap@100
0.723
5SRR1486496
brain-umap@2
GTEX0.723
6MNG934
mng-umap@100
0.721
7MNG874
mng-umap@100
0.718
8MNG514
mng-umap@100
0.709
9SRR1516039
bladder-landscape@3
0.709
10MNG1061
mng-umap@100
0.703

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.468Cobimetinib— uncovered
ANGIOGENESIS0.369Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
KRAS_SIGNALING_UP0.314Inavolisib— uncovered
COAGULATION0.221Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.216Idelalisib— uncovered
KRAS_SIGNALING_DN0.205Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.193Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.166Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.165Inavolisib— uncovered
HEDGEHOG_SIGNALING0.156Inavolisib— uncovered
SPERMATOGENESIS0.155Inavolisib— uncovered
E2F_TARGETS0.150Inavolisib— uncovered
MTORC1_SIGNALING0.112Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.101Inavolisib— uncovered
HYPOXIA0.092Idelalisib— uncovered
IL2_STAT5_SIGNALING0.086Idelalisib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
COMPLEMENT0.067Inavolisib— uncovered
PROTEIN_SECRETION0.034Remibrutinib— uncovered