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

MNG87

4938daa2-839a-505a-a84b-636d19cc08f2

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

  • OXIDATIVE_PHOSPHORYLATION+0.598
  • E2F_TARGETS+0.456
  • MYC_TARGETS_V1+0.429
  • DNA_REPAIR+0.367
  • PROTEIN_SECRETION+0.304
  • G2M_CHECKPOINT+0.285
  • MYC_TARGETS_V2+0.176
  • MTORC1_SIGNALING+0.127
  • UNFOLDED_PROTEIN_RESPONSE+0.105
  • FATTY_ACID_METABOLISM+0.099

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.551
  • APICAL_SURFACE-0.533
  • TNFA_SIGNALING_VIA_NFKB-0.522
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.518
  • ALLOGRAFT_REJECTION-0.517
  • INFLAMMATORY_RESPONSE-0.508
  • IL6_JAK_STAT3_SIGNALING-0.506
  • INTERFERON_GAMMA_RESPONSE-0.494
  • INTERFERON_ALPHA_RESPONSE-0.457
  • MYOGENESIS-0.454

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_HKZENFDA
brain-umap@2
medulloblastoma0.936
2BS_9NJHQE9F
brain-umap@2
medulloblastoma0.935
3TCGA-91-8499-01A-11R-2403-07
lung-landscapes@6
cohortMD10.935
4TCGA-HD-A634-01A-11R-A28V-07
head-neck@1
0.933
5BS_CHDGRYHJ
brain-umap@2
medulloblastoma0.931
62d8cab40-0dda-4d6d-a9ba-83a82a7e1c15
colon-landscapes@1
0.930
7SJEPD030948_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.929
8TCGA-66-2756-01A-01R-0851-07
lung-landscapes@6
cohortA30.924
9C3L-00080
lung-landscapes@6
cohortA30.924
10SRR4195684
colon-landscapes@1
0.923

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.598Remibrutinib— uncovered
E2F_TARGETS0.456Inavolisib— uncovered
MYC_TARGETS_V10.429Inavolisib— uncovered
DNA_REPAIR0.367Idelalisib— uncovered
PROTEIN_SECRETION0.304Remibrutinib— uncovered
G2M_CHECKPOINT0.285Inavolisib— uncovered
MYC_TARGETS_V20.176Idelalisib— uncovered
MTORC1_SIGNALING0.127Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.105Idelalisib— uncovered
FATTY_ACID_METABOLISM0.099Inavolisib— uncovered
SPERMATOGENESIS0.090Inavolisib— uncovered
PEROXISOME0.054Idelalisib— uncovered
ADIPOGENESIS0.053Inavolisib— uncovered
PANCREAS_BETA_CELLS0.009Cobimetinib— uncovered