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

R96

374ad90c-f1c1-55c9-b1d5-1bca7e156f02

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+0.290
  • ALLOGRAFT_REJECTION+0.270
  • MYOGENESIS+0.200
  • INFLAMMATORY_RESPONSE+0.190
  • PANCREAS_BETA_CELLS+0.190
  • IL6_JAK_STAT3_SIGNALING+0.170
  • APICAL_SURFACE+0.140
  • SPERMATOGENESIS+0.140
  • APICAL_JUNCTION+0.070
  • IL2_STAT5_SIGNALING+0.040

Top 10 suppressed

  • PROTEIN_SECRETION-0.680
  • MYC_TARGETS_V1-0.550
  • MTORC1_SIGNALING-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.440
  • ANDROGEN_RESPONSE-0.430
  • UNFOLDED_PROTEIN_RESPONSE-0.410
  • UV_RESPONSE_DN-0.390
  • ADIPOGENESIS-0.380
  • FATTY_ACID_METABOLISM-0.350
  • E2F_TARGETS-0.330

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MDT-AP-0123
medullo-epn-umap@date-based
MedMedulloblastoma0.928
2MNG1098
mng-umap@100
0.920
3MNG1159
mng-umap@100
0.914
4MDT-AP-1143
medullo-epn-umap@date-based
MedMedulloblastoma0.908
5SJEPD031_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.905
6MNG1245
mng-umap@100
0.901
7BS_TCGEZJ5F
medullo-epn-umap@date-based
EPNSupratentorial EPN0.901
8SRR1337431
brain-umap@2
GTEX0.898
9MNG441
mng-umap@100
0.893
10SJEPD014_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.892

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.170Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
IL2_STAT5_SIGNALING0.040Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.040Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.020Inavolisib— uncovered
HEDGEHOG_SIGNALING0.010Inavolisib— uncovered