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

MNG1103

95f3535f-3a91-56e7-be89-6ab89485b3f7

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

  • MYOGENESIS+0.444
  • KRAS_SIGNALING_DN+0.340
  • ESTROGEN_RESPONSE_LATE+0.286
  • COAGULATION+0.281
  • PANCREAS_BETA_CELLS+0.207
  • P53_PATHWAY+0.184
  • XENOBIOTIC_METABOLISM+0.175
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.173
  • TNFA_SIGNALING_VIA_NFKB+0.173
  • HYPOXIA+0.162

Top 10 suppressed

  • G2M_CHECKPOINT-0.500
  • E2F_TARGETS-0.472
  • MITOTIC_SPINDLE-0.440
  • PROTEIN_SECRETION-0.430
  • UV_RESPONSE_DN-0.371
  • MYC_TARGETS_V1-0.341
  • PI3K_AKT_MTOR_SIGNALING-0.330
  • MTORC1_SIGNALING-0.310
  • UNFOLDED_PROTEIN_RESPONSE-0.305
  • ANDROGEN_RESPONSE-0.256

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-LD-A66U-01A-11R-A31O-07
breast-umap@18
B0.899
2TCGA-E9-A3X8-01A-31R-A22U-07
breast-umap@18
B0.893
3TCGA-A2-A3XW-01A-11R-A239-07
breast-umap@18
B0.883
4TCGA-OL-A66L-01A-12R-A31O-07
breast-umap@18
B0.877
5SJEPD012_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.874
6TCGA-B6-A401-01A-11R-A239-07
breast-umap@18
B0.870
7SJEPD035_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.846
8MDT-AP-0720
medullo-epn-umap@date-based
MedMedulloblastoma0.841
9SJEPD028_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.839
10SRR1443895
brain-umap@2
GTEX0.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.444Inavolisib— uncovered
KRAS_SIGNALING_DN0.340Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.286Idelalisib— uncovered
COAGULATION0.281Binimetinib— uncovered
PANCREAS_BETA_CELLS0.207Cobimetinib— uncovered
P53_PATHWAY0.184Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.175Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.173Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.173Inavolisib— uncovered
HYPOXIA0.162Idelalisib— uncovered
APICAL_SURFACE0.139Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.134Inavolisib— uncovered
ALLOGRAFT_REJECTION0.098Idelalisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.074Idelalisib— uncovered
UV_RESPONSE_UP0.072Idelalisib— uncovered
GLYCOLYSIS0.071Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.070Inavolisib— uncovered
MYC_TARGETS_V20.068Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.049Remibrutinib— uncovered