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

MNG242

3f49dced-e82b-5fa1-b633-f2b99228c96d

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

  • HEDGEHOG_SIGNALING+0.569
  • ANGIOGENESIS+0.515
  • KRAS_SIGNALING_UP+0.415
  • PANCREAS_BETA_CELLS+0.383
  • TNFA_SIGNALING_VIA_NFKB+0.378
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.341
  • HYPOXIA+0.330
  • KRAS_SIGNALING_DN+0.325
  • COAGULATION+0.314
  • ESTROGEN_RESPONSE_LATE+0.308

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.496
  • DNA_REPAIR-0.396
  • E2F_TARGETS-0.330
  • PI3K_AKT_MTOR_SIGNALING-0.322
  • MYC_TARGETS_V2-0.313
  • MYC_TARGETS_V1-0.290
  • G2M_CHECKPOINT-0.276
  • INTERFERON_GAMMA_RESPONSE-0.275
  • MITOTIC_SPINDLE-0.259
  • UNFOLDED_PROTEIN_RESPONSE-0.251

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
1MNG789
mng-umap@100
0.882
2R251
bladder-landscape@3
0.854
3MNG924
mng-umap@100
0.848
4TCGA-AC-A23G-01A-11R-A213-07
breast-umap@18
A0.839
5MNG931
mng-umap@100
0.838
6MNG113
mng-umap@100
0.838
7TCGA-KQ-A41S-01A-12R-A33J-07
bladder-landscape@3
0.832
8SRR1413522
brain-umap@2
GTEX0.832
9MNG128
mng-umap@100
0.830
10MBCproject_0031_T1_RNA
breast-umap@18
A0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.569Inavolisib— uncovered
ANGIOGENESIS0.515Remibrutinib— uncovered
KRAS_SIGNALING_UP0.415Inavolisib— uncovered
PANCREAS_BETA_CELLS0.383Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.378Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.341Inavolisib— uncovered
HYPOXIA0.330Idelalisib— uncovered
KRAS_SIGNALING_DN0.325Remibrutinib— uncovered
COAGULATION0.314Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.308Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.281Idelalisib— uncovered
APICAL_SURFACE0.261Temsirolimus— uncovered
NOTCH_SIGNALING0.243Inavolisib— uncovered
MYOGENESIS0.236Inavolisib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.207Inavolisib— uncovered
BILE_ACID_METABOLISM0.206Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.202Inavolisib— uncovered
IL2_STAT5_SIGNALING0.179Idelalisib— uncovered
GLYCOLYSIS0.141Inavolisib— uncovered