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

MNG975

909ec14a-fd92-5e0e-9128-461fe28db8d1

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

  • PROTEIN_SECRETION+0.351
  • UNFOLDED_PROTEIN_RESPONSE+0.301
  • MITOTIC_SPINDLE+0.290
  • PI3K_AKT_MTOR_SIGNALING+0.281
  • TGF_BETA_SIGNALING+0.266
  • ADIPOGENESIS+0.265
  • UV_RESPONSE_DN+0.239
  • MYC_TARGETS_V2+0.208
  • WNT_BETA_CATENIN_SIGNALING+0.197
  • DNA_REPAIR+0.187

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.517
  • COAGULATION-0.313
  • KRAS_SIGNALING_DN-0.297
  • TNFA_SIGNALING_VIA_NFKB-0.279
  • ANGIOGENESIS-0.277
  • APICAL_SURFACE-0.267
  • INFLAMMATORY_RESPONSE-0.224
  • COMPLEMENT-0.215
  • ESTROGEN_RESPONSE_LATE-0.212
  • SPERMATOGENESIS-0.189

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1043
mng-umap@100
0.803
2MNG1216
mng-umap@100
0.794
3MNG812
mng-umap@100
0.792
4MNG1224
mng-umap@100
0.787
5MNG362
mng-umap@100
0.781
6MNG1042
mng-umap@100
0.775
7MNG170
mng-umap@100
0.767
8MNG196
mng-umap@100
0.766
924F914FE-3DF0-4286-9231-9D525A777306
brain-umap@2
0.764
10MDT-AP-0544
medullo-epn-umap@date-based
MedMedulloblastoma0.762

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
PROTEIN_SECRETION0.351Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.301Idelalisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.281Inavolisib— uncovered
TGF_BETA_SIGNALING0.266Inavolisib— uncovered
ADIPOGENESIS0.265Inavolisib— uncovered
UV_RESPONSE_DN0.239Inavolisib— uncovered
MYC_TARGETS_V20.208Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.197Inavolisib— uncovered
DNA_REPAIR0.187Idelalisib— uncovered
PEROXISOME0.146Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.145Remibrutinib— uncovered
NOTCH_SIGNALING0.114Inavolisib— uncovered
FATTY_ACID_METABOLISM0.097Inavolisib— uncovered
MTORC1_SIGNALING0.068Inavolisib— uncovered
MYC_TARGETS_V10.067Inavolisib— uncovered
GLYCOLYSIS0.062Inavolisib— uncovered
G2M_CHECKPOINT0.042Inavolisib— uncovered
APOPTOSIS0.035Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.035Inavolisib— uncovered