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

MNG1177

0d58123a-9726-5a80-b1a8-7f90abbdcd9d

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+0.534
  • G2M_CHECKPOINT+0.471
  • PROTEIN_SECRETION+0.410
  • MYC_TARGETS_V1+0.377
  • MYC_TARGETS_V2+0.374
  • MITOTIC_SPINDLE+0.361
  • UNFOLDED_PROTEIN_RESPONSE+0.263
  • DNA_REPAIR+0.206
  • MTORC1_SIGNALING+0.172
  • PI3K_AKT_MTOR_SIGNALING+0.143

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.421
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.378
  • INTERFERON_ALPHA_RESPONSE-0.364
  • MYOGENESIS-0.355
  • KRAS_SIGNALING_DN-0.349
  • APICAL_SURFACE-0.325
  • INTERFERON_GAMMA_RESPONSE-0.324
  • COAGULATION-0.321
  • APICAL_JUNCTION-0.313
  • ESTROGEN_RESPONSE_LATE-0.236

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
1MNG1178
mng-umap@100
0.935
2SRR12475130
colon-landscapes@1
0.896
3R143
bladder-landscape@3
0.896
4R181
bladder-landscape@3
0.882
5SRR12475147
colon-landscapes@1
0.873
6SRR11296736
colon-landscapes@1
0.869
72B4FA61A-C1A7-49BD-9438-2865D386EAF2
brain-umap@2
0.869
8MDT-AP-3297
medullo-epn-umap@date-based
MedMedulloblastoma0.868
9C6A16A8F-0AB7-42E9-A068-15EECF2912D3
brain-umap@2
0.866
10BS_TV5B86ZD
brain-umap@2
Embryonal tumors0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.534Inavolisib— uncovered
G2M_CHECKPOINT0.471Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
MYC_TARGETS_V10.377Inavolisib— uncovered
MYC_TARGETS_V20.374Idelalisib— uncovered
MITOTIC_SPINDLE0.361Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.263Idelalisib— uncovered
DNA_REPAIR0.206Idelalisib— uncovered
MTORC1_SIGNALING0.172Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.143Inavolisib— uncovered
GLYCOLYSIS0.129Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.120Remibrutinib— uncovered
UV_RESPONSE_DN0.036Inavolisib— uncovered
ANDROGEN_RESPONSE0.025Inavolisib— uncovered
BILE_ACID_METABOLISM0.009Inavolisib— uncovered