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

MNG257

8f7eb99f-c442-50f8-ac69-2c09f0f98067

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

  • E2F_TARGETS+0.612
  • G2M_CHECKPOINT+0.574
  • MYC_TARGETS_V1+0.428
  • MITOTIC_SPINDLE+0.404
  • MYC_TARGETS_V2+0.383
  • ANGIOGENESIS+0.377
  • NOTCH_SIGNALING+0.351
  • WNT_BETA_CATENIN_SIGNALING+0.289
  • UV_RESPONSE_DN+0.287
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.286

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.574
  • INTERFERON_GAMMA_RESPONSE-0.456
  • INFLAMMATORY_RESPONSE-0.305
  • IL6_JAK_STAT3_SIGNALING-0.301
  • TNFA_SIGNALING_VIA_NFKB-0.301
  • KRAS_SIGNALING_DN-0.260
  • MYOGENESIS-0.254
  • APOPTOSIS-0.240
  • ALLOGRAFT_REJECTION-0.235
  • COAGULATION-0.228

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
1BS_Z7890YNR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.891
2MNG409
mng-umap@100
0.883
3TCGA-22-5483-01A-01R-1820-07
lung-landscapes@6
cohortMD10.873
4DF749F48-6A86-4640-9C62-31B4A7C5D1A9
brain-umap@2
0.860
5MDT-AP-3334
medullo-epn-umap@date-based
MedMedulloblastoma0.860
6MNG1179
mng-umap@100
0.854
7MNG1000
mng-umap@100
0.854
8MNG447
mng-umap@100
0.849
9ERR2598185
medullo-epn-umap@date-based
fetalfetal0.848
10MNG753
mng-umap@100
0.847

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.612Inavolisib— uncovered
G2M_CHECKPOINT0.574Inavolisib— uncovered
MYC_TARGETS_V10.428Inavolisib— uncovered
MITOTIC_SPINDLE0.404Inavolisib— uncovered
MYC_TARGETS_V20.383Idelalisib— uncovered
ANGIOGENESIS0.377Remibrutinib— uncovered
NOTCH_SIGNALING0.351Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.289Inavolisib— uncovered
UV_RESPONSE_DN0.287Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.286Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.276Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.252Inavolisib— uncovered
PROTEIN_SECRETION0.251Remibrutinib— uncovered
MTORC1_SIGNALING0.249Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.241Remibrutinib— uncovered
DNA_REPAIR0.209Idelalisib— uncovered
HEDGEHOG_SIGNALING0.193Inavolisib— uncovered
TGF_BETA_SIGNALING0.191Inavolisib— uncovered
GLYCOLYSIS0.162Inavolisib— uncovered
HYPOXIA0.052Idelalisib— uncovered