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

MNG639

3dc08528-17d2-5c30-84d1-ad21d0948b77

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

  • TNFA_SIGNALING_VIA_NFKB+0.749
  • INFLAMMATORY_RESPONSE+0.659
  • ANGIOGENESIS+0.641
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.638
  • IL6_JAK_STAT3_SIGNALING+0.629
  • ALLOGRAFT_REJECTION+0.595
  • KRAS_SIGNALING_UP+0.547
  • INTERFERON_GAMMA_RESPONSE+0.525
  • IL2_STAT5_SIGNALING+0.511
  • ANDROGEN_RESPONSE+0.502

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.407
  • DNA_REPAIR-0.403
  • E2F_TARGETS-0.207
  • PEROXISOME-0.197
  • WNT_BETA_CATENIN_SIGNALING-0.171
  • MITOTIC_SPINDLE-0.150
  • NOTCH_SIGNALING-0.087
  • BILE_ACID_METABOLISM-0.065
  • FATTY_ACID_METABOLISM-0.058
  • ADIPOGENESIS-0.038

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG918
mng-umap@100
0.971
2SRR10900576
melanoma-umap@29
0.925
3MNG281
mng-umap@100
0.924
4SRR1797276
lung-landscapes@6
cohortMD20.924
5MNG120
mng-umap@100
0.914
6SRR1797300
lung-landscapes@6
cohortMD20.914
7MDT-AP-2651
medullo-epn-umap@date-based
MedMedulloblastoma0.904
8s_150324_4b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.903
9MDT-AP-2910
medullo-epn-umap@date-based
MedMedulloblastoma0.903
10MNG553
mng-umap@100
0.902

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
TNFA_SIGNALING_VIA_NFKB0.749Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.659Idelalisib— uncovered
ANGIOGENESIS0.641Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.638Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.629Inavolisib— uncovered
ALLOGRAFT_REJECTION0.595Idelalisib— uncovered
KRAS_SIGNALING_UP0.547Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.525Idelalisib— uncovered
IL2_STAT5_SIGNALING0.511Idelalisib— uncovered
ANDROGEN_RESPONSE0.502Inavolisib— uncovered
COAGULATION0.493Binimetinib— uncovered
COMPLEMENT0.490Inavolisib— uncovered
APOPTOSIS0.474Idelalisib— uncovered
TGF_BETA_SIGNALING0.463Inavolisib— uncovered
HYPOXIA0.442Idelalisib— uncovered
PANCREAS_BETA_CELLS0.419Cobimetinib— uncovered
UV_RESPONSE_DN0.368Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.326Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.319Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.313Inavolisib— uncovered