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

MNG402

6f81ed5a-d19a-5919-bb9f-9c267bd97065

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

  • G2M_CHECKPOINT+0.560
  • E2F_TARGETS+0.543
  • MYC_TARGETS_V2+0.518
  • MYC_TARGETS_V1+0.429
  • MITOTIC_SPINDLE+0.397
  • UNFOLDED_PROTEIN_RESPONSE+0.354
  • MTORC1_SIGNALING+0.332
  • UV_RESPONSE_UP+0.332
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.330
  • ANGIOGENESIS+0.298

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.342
  • HEME_METABOLISM-0.201
  • ADIPOGENESIS-0.110
  • INTERFERON_GAMMA_RESPONSE-0.108
  • KRAS_SIGNALING_DN-0.099
  • PEROXISOME-0.074
  • HYPOXIA-0.068
  • XENOBIOTIC_METABOLISM-0.039
  • COAGULATION-0.027
  • MYOGENESIS-0.024

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1AUR-AFR3-TTP1-A-2-1-R-A743-41
breast-umap@18
C0.851
2TCGA-A2-A0D2-01A-21R-A034-07
breast-umap@18
E0.828
3TCGA-H7-8502-01A-11R-2403-07
head-neck@1
0.822
4BS_23QW0BBA
brain-umap@2
high-grade glioma0.817
5BS_9XVACXP0
brain-umap@2
high-grade glioma0.814
6SRR934852
brain-umap@2
0.805
7MNG1064
mng-umap@100
0.805
8MNG308
mng-umap@100
0.803
98ACC0F29-A39E-4C1C-A04C-ED6E5FA80C24
brain-umap@2
0.803
10SRR10900569
melanoma-umap@29
0.801

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.560Inavolisib— uncovered
E2F_TARGETS0.543Inavolisib— uncovered
MYC_TARGETS_V20.518Idelalisib— uncovered
MYC_TARGETS_V10.429Inavolisib— uncovered
MITOTIC_SPINDLE0.397Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.354Idelalisib— uncovered
MTORC1_SIGNALING0.332Inavolisib— uncovered
UV_RESPONSE_UP0.332Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
ANGIOGENESIS0.298Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.298Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.238Remibrutinib— uncovered
APICAL_JUNCTION0.235Inavolisib— uncovered
ANDROGEN_RESPONSE0.212Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.212Inavolisib— uncovered
DNA_REPAIR0.146Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.125Inavolisib— uncovered
IL2_STAT5_SIGNALING0.116Idelalisib— uncovered
SPERMATOGENESIS0.116Inavolisib— uncovered
COMPLEMENT0.115Inavolisib— uncovered