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

MNG503

9c0f8db6-ad54-599d-8381-681c89d57375

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

  • PANCREAS_BETA_CELLS+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.259
  • MYC_TARGETS_V2+0.229
  • PROTEIN_SECRETION+0.200
  • MYC_TARGETS_V1+0.174
  • HEDGEHOG_SIGNALING+0.150
  • ESTROGEN_RESPONSE_EARLY+0.126
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.106
  • GLYCOLYSIS+0.105
  • UV_RESPONSE_DN+0.105

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.413
  • TNFA_SIGNALING_VIA_NFKB-0.372
  • ALLOGRAFT_REJECTION-0.367
  • INFLAMMATORY_RESPONSE-0.350
  • INTERFERON_GAMMA_RESPONSE-0.325
  • E2F_TARGETS-0.281
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.279
  • KRAS_SIGNALING_UP-0.272
  • PEROXISOME-0.241
  • G2M_CHECKPOINT-0.227

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG324
mng-umap@100
0.773
284ca3236-683a-40f6-b8a6-600ffd43a0da
melanoma-umap@29
0.771
3TCGA-E9-A1R5-01A-11R-A14M-07
breast-umap@18
B0.759
4TCGA-UF-A7JK-01A-11R-A34R-07
head-neck@1
0.753
5MBCProject_0063_T1_RNA
breast-umap@18
C0.747
6MBCProject_6246_T1_RNA
breast-umap@18
C0.744
7R274
bladder-landscape@3
0.731
8TCGA-A7-A0D9-01A-31R-A056-07
breast-umap@18
B0.712
9SRR25617868
breast-umap@18
B0.691
10MBCProject_0343_T1_RNA
breast-umap@18
B0.688

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
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.259Idelalisib— uncovered
MYC_TARGETS_V20.229Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
MYC_TARGETS_V10.174Inavolisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.126Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.106Inavolisib— uncovered
GLYCOLYSIS0.105Inavolisib— uncovered
UV_RESPONSE_DN0.105Inavolisib— uncovered
ANDROGEN_RESPONSE0.083Inavolisib— uncovered
MTORC1_SIGNALING0.040Inavolisib— uncovered
APICAL_JUNCTION0.022Inavolisib— uncovered
COAGULATION0.011Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.003Remibrutinib— uncovered