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

MNG35

f77e5dc0-67ec-57e5-b094-d9efd24bbeac

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

  • HEDGEHOG_SIGNALING+0.356
  • KRAS_SIGNALING_DN+0.319
  • SPERMATOGENESIS+0.308
  • MYOGENESIS+0.221
  • WNT_BETA_CATENIN_SIGNALING+0.195
  • PANCREAS_BETA_CELLS+0.194
  • ANGIOGENESIS+0.144
  • COAGULATION+0.118
  • APICAL_SURFACE+0.101
  • BILE_ACID_METABOLISM+0.101

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.605
  • IL6_JAK_STAT3_SIGNALING-0.504
  • INTERFERON_ALPHA_RESPONSE-0.488
  • UNFOLDED_PROTEIN_RESPONSE-0.479
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.471
  • TNFA_SIGNALING_VIA_NFKB-0.454
  • MYC_TARGETS_V1-0.445
  • MYC_TARGETS_V2-0.443
  • INTERFERON_GAMMA_RESPONSE-0.431
  • ALLOGRAFT_REJECTION-0.428

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG189
mng-umap@100
0.890
2MNG355
mng-umap@100
0.883
3TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.881
4SRR6013476
lung-landscapes@6
cohortSQ10.878
5SRR1362417
brain-umap@2
GTEX0.876
6BS_YMAJC22S
brain-umap@2
low-grade glioma0.873
7BS_CZ82ANWP
brain-umap@2
DNET0.868
8MDT-AP-3189
medullo-epn-umap@date-based
MedMedulloblastoma0.864
982982
medullo-epn-umap@date-based
EPNSupratentorial EPN0.864
10MBCProject_0589_T1A_RNA
breast-umap@18
A0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.356Inavolisib— uncovered
KRAS_SIGNALING_DN0.319Remibrutinib— uncovered
SPERMATOGENESIS0.308Inavolisib— uncovered
MYOGENESIS0.221Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.195Inavolisib— uncovered
PANCREAS_BETA_CELLS0.194Cobimetinib— uncovered
ANGIOGENESIS0.144Remibrutinib— uncovered
COAGULATION0.118Binimetinib— uncovered
APICAL_SURFACE0.101Temsirolimus— uncovered
BILE_ACID_METABOLISM0.101Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.073Inavolisib— uncovered
UV_RESPONSE_DN0.053Inavolisib— uncovered
G2M_CHECKPOINT0.010Inavolisib— uncovered