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

MNG1047

cd508683-3544-5da9-ad0f-5e871173f50f

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

  • ALLOGRAFT_REJECTION+0.401
  • TGF_BETA_SIGNALING+0.315
  • INTERFERON_GAMMA_RESPONSE+0.253
  • ADIPOGENESIS+0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.238
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.236
  • PI3K_AKT_MTOR_SIGNALING+0.221
  • OXIDATIVE_PHOSPHORYLATION+0.215
  • PROTEIN_SECRETION+0.196
  • INFLAMMATORY_RESPONSE+0.191

Top 10 suppressed

  • G2M_CHECKPOINT-0.363
  • E2F_TARGETS-0.350
  • PANCREAS_BETA_CELLS-0.284
  • SPERMATOGENESIS-0.216
  • KRAS_SIGNALING_DN-0.196
  • MYC_TARGETS_V2-0.176
  • ANGIOGENESIS-0.138
  • TNFA_SIGNALING_VIA_NFKB-0.110
  • ESTROGEN_RESPONSE_LATE-0.088
  • BILE_ACID_METABOLISM-0.081

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1046
mng-umap@100
0.761
2MNG1182
mng-umap@100
0.759
3MNG1019
mng-umap@100
0.752
4SRR26320064
bladder-landscape@3
0.743
5MNG1060
mng-umap@100
0.740
6BS_SHMC4902
brain-umap@2
pilocytic astrocytoma0.729
7MNG980
mng-umap@100
0.721
8MNG985
mng-umap@100
0.719
9BS_ZZWMD6FA
brain-umap@2
Ganglioglioma0.708
10BS_E0N3PTPN
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.708

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.401Idelalisib— uncovered
TGF_BETA_SIGNALING0.315Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.253Idelalisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.238Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.236Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.221Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.215Remibrutinib— uncovered
PROTEIN_SECRETION0.196Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.191Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
MYOGENESIS0.165Inavolisib— uncovered
DNA_REPAIR0.162Idelalisib— uncovered
KRAS_SIGNALING_UP0.162Inavolisib— uncovered
UV_RESPONSE_DN0.161Inavolisib— uncovered
APOPTOSIS0.134Idelalisib— uncovered
COMPLEMENT0.130Inavolisib— uncovered
P53_PATHWAY0.128Idelalisib— uncovered
IL2_STAT5_SIGNALING0.124Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.104Inavolisib— uncovered