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

MNG964

0fa410b3-ed47-501b-a326-39984999e071

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_V2+0.568
  • E2F_TARGETS+0.506
  • G2M_CHECKPOINT+0.475
  • MYC_TARGETS_V1+0.417
  • GLYCOLYSIS+0.315
  • UNFOLDED_PROTEIN_RESPONSE+0.297
  • MTORC1_SIGNALING+0.286
  • MITOTIC_SPINDLE+0.263
  • CHOLESTEROL_HOMEOSTASIS+0.251
  • DNA_REPAIR+0.204

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.439
  • ANGIOGENESIS-0.402
  • HEDGEHOG_SIGNALING-0.318
  • INTERFERON_ALPHA_RESPONSE-0.317
  • BILE_ACID_METABOLISM-0.315
  • MYOGENESIS-0.313
  • UV_RESPONSE_DN-0.285
  • KRAS_SIGNALING_DN-0.278
  • INFLAMMATORY_RESPONSE-0.266
  • PANCREAS_BETA_CELLS-0.265

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
1TCGA-AN-A0AK-01A-21R-A00Z-07
breast-umap@18
C0.891
2SRR5088814
melanoma-umap@29
0.881
3MNG534
mng-umap@100
0.876
496a00cc6-3880-4f03-a08d-73d284787971
colon-landscapes@1
0.867
5SRR11296736
colon-landscapes@1
0.862
6MNG332
mng-umap@100
0.854
7BS_MV6ASWV9
brain-umap@2
ATRT0.853
81764b9ab-4f37-47c5-8225-40c574433f40
colon-landscapes@1
0.852
9TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.851
10a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.851

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.568Idelalisib— uncovered
E2F_TARGETS0.506Inavolisib— uncovered
G2M_CHECKPOINT0.475Inavolisib— uncovered
MYC_TARGETS_V10.417Inavolisib— uncovered
GLYCOLYSIS0.315Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.297Idelalisib— uncovered
MTORC1_SIGNALING0.286Inavolisib— uncovered
MITOTIC_SPINDLE0.263Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.251Remibrutinib— uncovered
DNA_REPAIR0.204Idelalisib— uncovered
PROTEIN_SECRETION0.201Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.123Inavolisib— uncovered
SPERMATOGENESIS0.108Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.099Inavolisib— uncovered
UV_RESPONSE_UP0.087Idelalisib— uncovered
APICAL_JUNCTION0.038Inavolisib— uncovered
PEROXISOME0.023Idelalisib— uncovered
HYPOXIA0.006Idelalisib— uncovered