Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG499

2aee46b5-30ec-539a-ab37-2d037f0e3c46

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

  • KRAS_SIGNALING_DN+0.226
  • ALLOGRAFT_REJECTION+0.150
  • INTERFERON_ALPHA_RESPONSE+0.103
  • INTERFERON_GAMMA_RESPONSE+0.095
  • SPERMATOGENESIS+0.077
  • COAGULATION+0.012
  • APICAL_SURFACE+0.008
  • PEROXISOME-0.008
  • MYOGENESIS-0.024
  • INFLAMMATORY_RESPONSE-0.040

Top 10 suppressed

  • MTORC1_SIGNALING-0.435
  • TGF_BETA_SIGNALING-0.417
  • MYC_TARGETS_V2-0.399
  • UNFOLDED_PROTEIN_RESPONSE-0.379
  • E2F_TARGETS-0.376
  • ANDROGEN_RESPONSE-0.369
  • G2M_CHECKPOINT-0.368
  • APOPTOSIS-0.363
  • MYC_TARGETS_V1-0.332
  • HYPOXIA-0.321

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-1327
medullo-epn-umap@date-based
MedMedulloblastoma0.910
2SRR8392892
lung-landscapes@6
cohortA10.887
3TCGA-49-AAR2-01A-11R-A39D-07
lung-landscapes@6
cohortA30.879
4SRR8942981
bladder-landscape@3
0.877
5TCGA-MP-A4T6-01A-32R-A262-07
lung-landscapes@6
cohortA10.876
6aad89bba-d9dc-4a93-8e77-26f2c1ba1c3f
melanoma-umap@29
0.875
7SRR11296732
colon-landscapes@1
0.869
8TCGA-92-8065-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.868
9MNG882
mng-umap@100
0.865
10MNG1246
mng-umap@100
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.226Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.150Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.103Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.095Idelalisib— uncovered
SPERMATOGENESIS0.077Inavolisib— uncovered
COAGULATION0.012Binimetinib— uncovered
APICAL_SURFACE0.008Temsirolimus— uncovered