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

MNG296

9f339c6e-a090-5333-b4c2-f0ac2ee46e7e

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+0.533
  • MYC_TARGETS_V1+0.428
  • UNFOLDED_PROTEIN_RESPONSE+0.385
  • MTORC1_SIGNALING+0.371
  • E2F_TARGETS+0.341
  • G2M_CHECKPOINT+0.335
  • TGF_BETA_SIGNALING+0.329
  • OXIDATIVE_PHOSPHORYLATION+0.293
  • GLYCOLYSIS+0.283
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.274

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.197
  • APICAL_SURFACE-0.150
  • INTERFERON_GAMMA_RESPONSE-0.149
  • HEME_METABOLISM-0.084
  • KRAS_SIGNALING_DN-0.083
  • BILE_ACID_METABOLISM-0.074
  • COMPLEMENT-0.035
  • FATTY_ACID_METABOLISM-0.035
  • MYOGENESIS-0.001
  • COAGULATION+0.000

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
1726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.863
2BS_1D6PZNKN
brain-umap@2
Diffuse intrinsic pontine glioma0.853
3TCGA-H7-8502-01A-11R-2403-07
head-neck@1
0.848
4SRR12696801
melanoma-umap@29
0.847
5MNG544
mng-umap@100
0.844
6SRR12696793
melanoma-umap@29
0.842
71F4CD8D0-E2FD-45AA-8CE2-8C0488916778
brain-umap@2
0.833
8TCGA-56-7222-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.833
9MNG252
mng-umap@100
0.822
10SRR12696771
melanoma-umap@29
0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.533Idelalisib— uncovered
MYC_TARGETS_V10.428Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.385Idelalisib— uncovered
MTORC1_SIGNALING0.371Inavolisib— uncovered
E2F_TARGETS0.341Inavolisib— uncovered
G2M_CHECKPOINT0.335Inavolisib— uncovered
TGF_BETA_SIGNALING0.329Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.293Remibrutinib— uncovered
GLYCOLYSIS0.283Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.274Inavolisib— uncovered
ANDROGEN_RESPONSE0.227Inavolisib— uncovered
HEDGEHOG_SIGNALING0.208Inavolisib— uncovered
ANGIOGENESIS0.205Remibrutinib— uncovered
HYPOXIA0.205Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.198Remibrutinib— uncovered
P53_PATHWAY0.179Idelalisib— uncovered
PANCREAS_BETA_CELLS0.154Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.154Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.151Inavolisib— uncovered
UV_RESPONSE_UP0.143Idelalisib— uncovered