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

MNG219

7aa77bd9-db0e-5922-8dae-22fc8b184d12

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

  • DNA_REPAIR+0.244
  • WNT_BETA_CATENIN_SIGNALING+0.210
  • PROTEIN_SECRETION+0.196
  • UNFOLDED_PROTEIN_RESPONSE+0.182
  • HYPOXIA+0.175
  • GLYCOLYSIS+0.133
  • PI3K_AKT_MTOR_SIGNALING+0.086
  • MITOTIC_SPINDLE+0.065
  • MYC_TARGETS_V1+0.062
  • XENOBIOTIC_METABOLISM+0.062

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.387
  • INFLAMMATORY_RESPONSE-0.375
  • INTERFERON_GAMMA_RESPONSE-0.355
  • TNFA_SIGNALING_VIA_NFKB-0.341
  • PANCREAS_BETA_CELLS-0.292
  • E2F_TARGETS-0.277
  • INTERFERON_ALPHA_RESPONSE-0.271
  • IL6_JAK_STAT3_SIGNALING-0.255
  • COMPLEMENT-0.218
  • G2M_CHECKPOINT-0.208

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
1MNG1260
mng-umap@100
0.915
2MNG460
mng-umap@100
0.845
3MNG848
mng-umap@100
0.824
4SRR650200
bladder-landscape@3
0.787
5MDT-AP-0602
medullo-epn-umap@date-based
MedMedulloblastoma0.783
69f9dec84-0c2c-4f85-8024-b8fb1de1eb81
colon-landscapes@1
0.781
7SRR815232
brain-umap@2
GTEX0.779
8MDT-AP-1357
medullo-epn-umap@date-based
MedMedulloblastoma0.758
9MDT-AP-1207
medullo-epn-umap@date-based
MedMedulloblastoma0.755
1028541e4e-2e2b-4772-9566-acf35b31a581
melanoma-umap@29
0.754

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.244Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
PROTEIN_SECRETION0.196Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.182Idelalisib— uncovered
HYPOXIA0.175Idelalisib— uncovered
GLYCOLYSIS0.133Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.086Inavolisib— uncovered
MITOTIC_SPINDLE0.065Inavolisib— uncovered
MYC_TARGETS_V10.062Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.062Inavolisib— uncovered
NOTCH_SIGNALING0.060Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.054Inavolisib— uncovered
MYC_TARGETS_V20.037Idelalisib— uncovered
MTORC1_SIGNALING0.019Inavolisib— uncovered
UV_RESPONSE_UP0.015Idelalisib— uncovered
ADIPOGENESIS0.012Inavolisib— uncovered
HEME_METABOLISM0.012Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.004Remibrutinib— uncovered