Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1226

ef521f25-a938-5e04-93a2-f938dce7650b

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+0.351
  • G2M_CHECKPOINT+0.299
  • E2F_TARGETS+0.239
  • SPERMATOGENESIS+0.169
  • KRAS_SIGNALING_DN+0.105
  • KRAS_SIGNALING_UP+0.031
  • NOTCH_SIGNALING+0.023
  • ALLOGRAFT_REJECTION+0.004
  • HEDGEHOG_SIGNALING-0.002
  • UV_RESPONSE_DN-0.016

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.454
  • DNA_REPAIR-0.417
  • UNFOLDED_PROTEIN_RESPONSE-0.414
  • HYPOXIA-0.384
  • ADIPOGENESIS-0.383
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.383
  • MTORC1_SIGNALING-0.379
  • OXIDATIVE_PHOSPHORYLATION-0.348
  • GLYCOLYSIS-0.344
  • PROTEIN_SECRETION-0.338

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_HHPA8NJ2
brain-umap@2
medulloblastoma0.888
2SRR934972
brain-umap@2
0.885
3TCGA-DQ-7591-01A-11R-2081-07
head-neck@1
0.878
4C3L-02616
lung-landscapes@6
cohortMD10.876
5TCGA-QK-A6IF-01A-11R-A31N-07
head-neck@1
0.867
6SRR934973
brain-umap@2
0.860
7TCGA-BA-A4IH-01A-11R-A266-07
head-neck@1
0.860
8BS_4GTESTSE
brain-umap@2
Ganglioglioma0.857
9SRR934905
brain-umap@2
0.856
10TCGA-BB-4223-01A-01R-1436-07
head-neck@1
0.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.351Cobimetinib— uncovered
G2M_CHECKPOINT0.299Inavolisib— uncovered
E2F_TARGETS0.239Inavolisib— uncovered
SPERMATOGENESIS0.169Inavolisib— uncovered
KRAS_SIGNALING_DN0.105Remibrutinib— uncovered
KRAS_SIGNALING_UP0.031Inavolisib— uncovered
NOTCH_SIGNALING0.023Inavolisib— uncovered
ALLOGRAFT_REJECTION0.004Idelalisib— uncovered