Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG83

2adb347a-f1bd-5ab4-b0b4-87ff54b35dad

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

  • WNT_BETA_CATENIN_SIGNALING+0.128
  • ALLOGRAFT_REJECTION+0.126
  • KRAS_SIGNALING_DN+0.101
  • SPERMATOGENESIS+0.099
  • MITOTIC_SPINDLE+0.047
  • APICAL_SURFACE+0.026
  • INTERFERON_GAMMA_RESPONSE-0.021
  • INFLAMMATORY_RESPONSE-0.024
  • ANGIOGENESIS-0.027
  • G2M_CHECKPOINT-0.052

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.524
  • CHOLESTEROL_HOMEOSTASIS-0.494
  • OXIDATIVE_PHOSPHORYLATION-0.466
  • ADIPOGENESIS-0.433
  • MTORC1_SIGNALING-0.420
  • APOPTOSIS-0.394
  • UNFOLDED_PROTEIN_RESPONSE-0.389
  • GLYCOLYSIS-0.371
  • HYPOXIA-0.370
  • ESTROGEN_RESPONSE_LATE-0.367

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
1AUR-AFSP-TTP1-A-8-0-R-A741-41
breast-umap@18
D0.907
2SRR598533
brain-umap@2
GTEX0.895
3SRR1485789
brain-umap@2
GTEX0.889
4SRR934844
brain-umap@2
0.883
5AUR-AERW-TTP1-B-1-0-R-A741-41
breast-umap@18
D0.882
6SRR934787
brain-umap@2
0.878
7SRR1452056
brain-umap@2
GTEX0.876
8MNG959
mng-umap@100
0.875
9SRR934972
brain-umap@2
0.874
10SRR1479912
brain-umap@2
GTEX0.874

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.128Inavolisib— uncovered
ALLOGRAFT_REJECTION0.126Idelalisib— uncovered
KRAS_SIGNALING_DN0.101Remibrutinib— uncovered
SPERMATOGENESIS0.099Inavolisib— uncovered
MITOTIC_SPINDLE0.047Inavolisib— uncovered
APICAL_SURFACE0.026Temsirolimus— uncovered