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

MNG1159

2a6f69d6-8651-517c-bc93-3be887e24083

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

  • KRAS_SIGNALING_DN+0.363
  • PANCREAS_BETA_CELLS+0.251
  • ALLOGRAFT_REJECTION+0.231
  • MYOGENESIS+0.229
  • COAGULATION+0.226
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.208
  • APICAL_SURFACE+0.157
  • IL6_JAK_STAT3_SIGNALING+0.113
  • SPERMATOGENESIS+0.091
  • INFLAMMATORY_RESPONSE+0.055

Top 10 suppressed

  • PROTEIN_SECRETION-0.620
  • MYC_TARGETS_V1-0.539
  • MTORC1_SIGNALING-0.513
  • E2F_TARGETS-0.512
  • OXIDATIVE_PHOSPHORYLATION-0.499
  • G2M_CHECKPOINT-0.497
  • UNFOLDED_PROTEIN_RESPONSE-0.488
  • MITOTIC_SPINDLE-0.476
  • NOTCH_SIGNALING-0.446
  • ADIPOGENESIS-0.418

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1245
mng-umap@100
0.941
2MNG923
mng-umap@100
0.936
3MNG1148
mng-umap@100
0.935
4MNG436
mng-umap@100
0.934
5MDT-AP-1143
medullo-epn-umap@date-based
MedMedulloblastoma0.933
6SRR1337431
brain-umap@2
GTEX0.928
7SRR1448226
brain-umap@2
GTEX0.927
8MNG1137
mng-umap@100
0.927
9MNG441
mng-umap@100
0.927
10SRR1419714
brain-umap@2
GTEX0.925

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.363Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.251Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.231Idelalisib— uncovered
MYOGENESIS0.229Inavolisib— uncovered
COAGULATION0.226Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.208Inavolisib— uncovered
APICAL_SURFACE0.157Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.113Inavolisib— uncovered
SPERMATOGENESIS0.091Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.055Idelalisib— uncovered
ANGIOGENESIS0.018Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.010Idelalisib— uncovered