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

MNG887

8a367e01-a6e8-55da-8584-18057a9e87fd

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

  • PANCREAS_BETA_CELLS+0.324
  • MYC_TARGETS_V2+0.218
  • OXIDATIVE_PHOSPHORYLATION+0.170
  • SPERMATOGENESIS+0.135
  • E2F_TARGETS+0.087
  • KRAS_SIGNALING_DN+0.076
  • UV_RESPONSE_UP+0.046
  • KRAS_SIGNALING_UP+0.041
  • G2M_CHECKPOINT+0.035
  • HEDGEHOG_SIGNALING+0.032

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.468
  • INTERFERON_GAMMA_RESPONSE-0.423
  • UV_RESPONSE_DN-0.403
  • ALLOGRAFT_REJECTION-0.370
  • MITOTIC_SPINDLE-0.366
  • TNFA_SIGNALING_VIA_NFKB-0.363
  • IL6_JAK_STAT3_SIGNALING-0.352
  • INFLAMMATORY_RESPONSE-0.327
  • TGF_BETA_SIGNALING-0.312
  • PROTEIN_SECRETION-0.303

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1264656b8-d45c-4f5c-a431-366c566296fe
melanoma-umap@29
0.886
2TCGA-KU-A66S-01A-21R-A30B-07
head-neck@1
0.871
3TCGA-E5-A4U1-01A-11R-A31N-07
bladder-landscape@3
0.863
4SRR10900563
melanoma-umap@29
0.857
5SRR650150
bladder-landscape@3
0.853
6TCGA-DK-AA75-01A-11R-A39I-07
bladder-landscape@3
0.853
7SRR1797291
lung-landscapes@6
cohortSC0.851
8TCGA-KQ-A41O-01A-12R-A352-07
bladder-landscape@3
0.851
9SAMN03290928
melanoma-umap@29
0.847
10MNG604
mng-umap@100
0.846

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.324Cobimetinib— uncovered
MYC_TARGETS_V20.218Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.170Remibrutinib— uncovered
SPERMATOGENESIS0.135Inavolisib— uncovered
E2F_TARGETS0.087Inavolisib— uncovered
KRAS_SIGNALING_DN0.076Remibrutinib— uncovered
UV_RESPONSE_UP0.046Idelalisib— uncovered
KRAS_SIGNALING_UP0.041Inavolisib— uncovered
G2M_CHECKPOINT0.035Inavolisib— uncovered
HEDGEHOG_SIGNALING0.032Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.023Inavolisib— uncovered
APICAL_JUNCTION0.005Inavolisib— uncovered