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

AUR-AF9A-TTM1-A-1-1-R-A742-41

· A

16bb93b9-a786-51e3-bde6-e281535cc616

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
A
subtype
A

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.600
  • MYC_TARGETS_V1+0.570
  • G2M_CHECKPOINT+0.470
  • GLYCOLYSIS+0.380
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • DNA_REPAIR+0.340
  • MTORC1_SIGNALING+0.340
  • MYC_TARGETS_V2+0.280
  • WNT_BETA_CATENIN_SIGNALING+0.230
  • HYPOXIA+0.220

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.330
  • NOTCH_SIGNALING-0.330
  • INFLAMMATORY_RESPONSE-0.310
  • IL2_STAT5_SIGNALING-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.280
  • TGF_BETA_SIGNALING-0.270
  • COAGULATION-0.240
  • ALLOGRAFT_REJECTION-0.220
  • MYOGENESIS-0.210
  • IL6_JAK_STAT3_SIGNALING-0.190

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
1MBCProject_4634_T1_RNA
breast-umap@18
E0.850
2SRR8518179
breast-umap@18
E0.846
3SRR6013564
lung-landscapes@6
cohortSQ20.846
4TCGA-NC-A5HD-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.822
5BS_P7EY9DXG
brain-umap@2
ATRT0.810
6BS_MV6ASWV9
brain-umap@2
ATRT0.810
7SRR975602
colon-landscapes@1
0.808
8C3N-03204
lung-landscapes@6
cohortSQ20.807
9GSM5359432
bladder-landscape@3
0.797
10SRR25617920
breast-umap@18
E0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
MYC_TARGETS_V10.570Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
GLYCOLYSIS0.380Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
MYC_TARGETS_V20.280Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
PEROXISOME0.050Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.040Inavolisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered