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

MNG1219

1b308465-883d-5843-a3b9-73b1e4316464

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

  • MYC_TARGETS_V1+0.360
  • MYC_TARGETS_V2+0.328
  • TGF_BETA_SIGNALING+0.283
  • UNFOLDED_PROTEIN_RESPONSE+0.262
  • UV_RESPONSE_DN+0.224
  • E2F_TARGETS+0.223
  • PROTEIN_SECRETION+0.212
  • G2M_CHECKPOINT+0.201
  • TNFA_SIGNALING_VIA_NFKB+0.149
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.144

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.377
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • ANGIOGENESIS-0.301
  • GLYCOLYSIS-0.275
  • SPERMATOGENESIS-0.209
  • ESTROGEN_RESPONSE_LATE-0.208
  • KRAS_SIGNALING_DN-0.197
  • HEDGEHOG_SIGNALING-0.184
  • MYOGENESIS-0.177
  • ESTROGEN_RESPONSE_EARLY-0.162

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
1MNG951
mng-umap@100
0.753
2MDT-AP-3050
medullo-epn-umap@date-based
MedMedulloblastoma0.731
3MNG240
mng-umap@100
0.720
4SRR934914
brain-umap@2
0.707
5SRR1516083
bladder-landscape@3
0.704
6R193
bladder-landscape@3
0.702
7SRR934930
brain-umap@2
0.701
8SRR934950
brain-umap@2
0.700
98B2B5542-3E54-4643-BB57-0BEFCF89A16B
brain-umap@2
0.698
10SRR934775
brain-umap@2
0.695

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
MYC_TARGETS_V10.360Inavolisib— uncovered
MYC_TARGETS_V20.328Idelalisib— uncovered
TGF_BETA_SIGNALING0.283Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.262Idelalisib— uncovered
UV_RESPONSE_DN0.224Inavolisib— uncovered
E2F_TARGETS0.223Inavolisib— uncovered
PROTEIN_SECRETION0.212Remibrutinib— uncovered
G2M_CHECKPOINT0.201Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.149Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.144Inavolisib— uncovered
DNA_REPAIR0.135Idelalisib— uncovered
ALLOGRAFT_REJECTION0.133Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.124Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.114Inavolisib— uncovered
UV_RESPONSE_UP0.098Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.080Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.068Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.067Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.062Remibrutinib— uncovered