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

MNG1043

9e732c4f-b28f-5061-8aeb-591c0df8f257

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

  • TGF_BETA_SIGNALING+0.446
  • PROTEIN_SECRETION+0.403
  • MITOTIC_SPINDLE+0.336
  • DNA_REPAIR+0.329
  • PI3K_AKT_MTOR_SIGNALING+0.295
  • UV_RESPONSE_DN+0.286
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.250
  • PEROXISOME+0.249
  • ANDROGEN_RESPONSE+0.246
  • MYC_TARGETS_V1+0.221

Top 10 suppressed

  • ANGIOGENESIS-0.350
  • TNFA_SIGNALING_VIA_NFKB-0.307
  • HEDGEHOG_SIGNALING-0.277
  • ALLOGRAFT_REJECTION-0.269
  • APICAL_SURFACE-0.260
  • COMPLEMENT-0.254
  • KRAS_SIGNALING_UP-0.249
  • INFLAMMATORY_RESPONSE-0.240
  • PANCREAS_BETA_CELLS-0.236
  • KRAS_SIGNALING_DN-0.234

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
1MNG1042
mng-umap@100
0.833
2MNG1024
mng-umap@100
0.808
3MNG975
mng-umap@100
0.803
4MNG1224
mng-umap@100
0.796
5MNG687
mng-umap@100
0.788
6MNG1206
mng-umap@100
0.773
7MDT-AP-0211
medullo-epn-umap@date-based
MedMedulloblastoma0.759
8MNG1216
mng-umap@100
0.758
9MNG1038
mng-umap@100
0.757
10SJEPD030580_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.757

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.446Inavolisib— uncovered
PROTEIN_SECRETION0.403Remibrutinib— uncovered
MITOTIC_SPINDLE0.336Inavolisib— uncovered
DNA_REPAIR0.329Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.295Inavolisib— uncovered
UV_RESPONSE_DN0.286Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
PEROXISOME0.249Idelalisib— uncovered
ANDROGEN_RESPONSE0.246Inavolisib— uncovered
MYC_TARGETS_V10.221Inavolisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
ADIPOGENESIS0.185Inavolisib— uncovered
FATTY_ACID_METABOLISM0.183Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.159Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.138Remibrutinib— uncovered
BILE_ACID_METABOLISM0.111Inavolisib— uncovered
NOTCH_SIGNALING0.087Inavolisib— uncovered
UV_RESPONSE_UP0.085Idelalisib— uncovered
APICAL_JUNCTION0.079Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.076Inavolisib— uncovered