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

MNG590

9daad203-5836-54b2-8fda-2567ff920531

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

  • OXIDATIVE_PHOSPHORYLATION+0.558
  • E2F_TARGETS+0.438
  • CHOLESTEROL_HOMEOSTASIS+0.434
  • MTORC1_SIGNALING+0.434
  • PI3K_AKT_MTOR_SIGNALING+0.430
  • ADIPOGENESIS+0.426
  • PROTEIN_SECRETION+0.425
  • GLYCOLYSIS+0.411
  • MYC_TARGETS_V1+0.402
  • G2M_CHECKPOINT+0.399

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.247
  • HEDGEHOG_SIGNALING-0.213
  • APICAL_SURFACE-0.178
  • KRAS_SIGNALING_DN-0.152
  • PANCREAS_BETA_CELLS-0.126
  • SPERMATOGENESIS-0.112
  • INTERFERON_ALPHA_RESPONSE-0.061
  • MYOGENESIS-0.011
  • INTERFERON_GAMMA_RESPONSE+0.023
  • ALLOGRAFT_REJECTION+0.030

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
146061E4B-5256-42AD-BA9A-FBCEBE92B09A
brain-umap@2
0.903
261D1FD4D-F0FF-4D89-B26F-C1102685ED9D
brain-umap@2
0.902
3BS_SHJA4MR0
brain-umap@2
high-grade glioma0.898
461496AD6-7265-4D58-87CC-4FEE9723106E
brain-umap@2
0.885
5SRR11296801
colon-landscapes@1
0.884
652F6F0A9-8D2D-49BC-9B49-E20E5E53561C
brain-umap@2
0.883
794640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.876
8SRR12696796
melanoma-umap@29
0.874
9769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.871
10SRR10900566
melanoma-umap@29
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.558Remibrutinib— uncovered
E2F_TARGETS0.438Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.434Remibrutinib— uncovered
MTORC1_SIGNALING0.434Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.430Inavolisib— uncovered
ADIPOGENESIS0.426Inavolisib— uncovered
PROTEIN_SECRETION0.425Remibrutinib— uncovered
GLYCOLYSIS0.411Inavolisib— uncovered
MYC_TARGETS_V10.402Inavolisib— uncovered
G2M_CHECKPOINT0.399Inavolisib— uncovered
HYPOXIA0.386Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.375Inavolisib— uncovered
ANGIOGENESIS0.364Remibrutinib— uncovered
MITOTIC_SPINDLE0.362Inavolisib— uncovered
COMPLEMENT0.343Inavolisib— uncovered
FATTY_ACID_METABOLISM0.342Inavolisib— uncovered
P53_PATHWAY0.336Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.331Inavolisib— uncovered
MYC_TARGETS_V20.320Idelalisib— uncovered
ANDROGEN_RESPONSE0.311Inavolisib— uncovered