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

MNG370

99bfc254-6fcd-59fc-a72a-37145e6c6c81

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

  • E2F_TARGETS+0.441
  • G2M_CHECKPOINT+0.388
  • KRAS_SIGNALING_DN+0.313
  • PANCREAS_BETA_CELLS+0.306
  • SPERMATOGENESIS+0.266
  • CHOLESTEROL_HOMEOSTASIS+0.239
  • ANGIOGENESIS+0.192
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.154
  • HYPOXIA+0.148
  • MTORC1_SIGNALING+0.133

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.486
  • DNA_REPAIR-0.460
  • OXIDATIVE_PHOSPHORYLATION-0.414
  • PROTEIN_SECRETION-0.411
  • NOTCH_SIGNALING-0.406
  • MYC_TARGETS_V1-0.400
  • INTERFERON_GAMMA_RESPONSE-0.394
  • ADIPOGENESIS-0.379
  • TGF_BETA_SIGNALING-0.343
  • UNFOLDED_PROTEIN_RESPONSE-0.338

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
1MNG159
mng-umap@100
0.843
2MNG835
mng-umap@100
0.838
3SRR6013484
lung-landscapes@6
cohortA40.833
4MNG472
mng-umap@100
0.832
5MNG542
mng-umap@100
0.830
6MNG84
mng-umap@100
0.820
7SRR1797259
lung-landscapes@6
cohortSC0.811
8TCGA-O2-A52W-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.804
982982
medullo-epn-umap@date-based
EPNSupratentorial EPN0.790
10MDT-AP-0317
medullo-epn-umap@date-based
MedMedulloblastoma0.788

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.441Inavolisib— uncovered
G2M_CHECKPOINT0.388Inavolisib— uncovered
KRAS_SIGNALING_DN0.313Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.306Cobimetinib— uncovered
SPERMATOGENESIS0.266Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.239Remibrutinib— uncovered
ANGIOGENESIS0.192Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.154Inavolisib— uncovered
HYPOXIA0.148Idelalisib— uncovered
MTORC1_SIGNALING0.133Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.034Inavolisib— uncovered
GLYCOLYSIS0.033Inavolisib— uncovered
COAGULATION0.027Binimetinib— uncovered
APICAL_SURFACE0.019Temsirolimus— uncovered