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

MNG1224

d23bef90-73db-5618-b456-3cbf9437f391

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+0.551
  • PROTEIN_SECRETION+0.510
  • UV_RESPONSE_DN+0.408
  • MITOTIC_SPINDLE+0.381
  • UNFOLDED_PROTEIN_RESPONSE+0.323
  • MYC_TARGETS_V1+0.297
  • PI3K_AKT_MTOR_SIGNALING+0.283
  • ANDROGEN_RESPONSE+0.241
  • APOPTOSIS+0.174
  • WNT_BETA_CATENIN_SIGNALING+0.164

Top 10 suppressed

  • ANGIOGENESIS-0.431
  • KRAS_SIGNALING_DN-0.348
  • ALLOGRAFT_REJECTION-0.329
  • ESTROGEN_RESPONSE_LATE-0.318
  • CHOLESTEROL_HOMEOSTASIS-0.288
  • APICAL_SURFACE-0.283
  • MYOGENESIS-0.257
  • COAGULATION-0.253
  • SPERMATOGENESIS-0.229
  • ESTROGEN_RESPONSE_EARLY-0.222

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
1MDT-AP-3304
medullo-epn-umap@date-based
MedMedulloblastoma0.843
2MNG1042
mng-umap@100
0.813
3MNG1043
mng-umap@100
0.796
4MNG975
mng-umap@100
0.787
524F914FE-3DF0-4286-9231-9D525A777306
brain-umap@2
0.754
668CE8E02-F24A-4580-9881-DFBB288E2ED7
brain-umap@2
0.750
7SRR934724
brain-umap@2
0.750
8MNG328
mng-umap@100
0.740
9SRR934809
brain-umap@2
0.732
10MNG573
mng-umap@100
0.732

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.551Inavolisib— uncovered
PROTEIN_SECRETION0.510Remibrutinib— uncovered
UV_RESPONSE_DN0.408Inavolisib— uncovered
MITOTIC_SPINDLE0.381Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.323Idelalisib— uncovered
MYC_TARGETS_V10.297Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.283Inavolisib— uncovered
ANDROGEN_RESPONSE0.241Inavolisib— uncovered
APOPTOSIS0.174Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.164Inavolisib— uncovered
HEME_METABOLISM0.151Temsirolimus— uncovered
DNA_REPAIR0.143Idelalisib— uncovered
G2M_CHECKPOINT0.136Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.134Inavolisib— uncovered
NOTCH_SIGNALING0.117Inavolisib— uncovered
HEDGEHOG_SIGNALING0.107Inavolisib— uncovered
ADIPOGENESIS0.097Inavolisib— uncovered
MYC_TARGETS_V20.088Idelalisib— uncovered
PEROXISOME0.039Idelalisib— uncovered
UV_RESPONSE_UP0.039Idelalisib— uncovered