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

AUR-AF94-TTP1-A-1-0-R-A741-41

· D

4912c597-c255-5110-a23a-4ceb3fad6ea3

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
D
subtype
D

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • MYOGENESIS+0.410
  • UV_RESPONSE_DN+0.320
  • TGF_BETA_SIGNALING+0.230
  • HEDGEHOG_SIGNALING+0.220
  • ESTROGEN_RESPONSE_EARLY+0.190
  • NOTCH_SIGNALING+0.180
  • APICAL_JUNCTION+0.160
  • IL6_JAK_STAT3_SIGNALING+0.150

Top 10 suppressed

  • MYC_TARGETS_V2-0.570
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.460
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • ADIPOGENESIS-0.400
  • FATTY_ACID_METABOLISM-0.400
  • E2F_TARGETS-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • MYC_TARGETS_V1-0.370
  • BILE_ACID_METABOLISM-0.340
  • GLYCOLYSIS-0.320

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1102d912c-5882-4ae4-9eaf-cbd2f55f66af
melanoma-umap@29
0.863
26b32f047-89ca-40e7-950f-a03493ea90c7
colon-landscapes@1
0.859
3TCGA-AR-A2LM-01A-11R-A180-07
breast-umap@18
A0.855
44108a871-c064-4537-9331-e59798d7d492
colon-landscapes@1
0.855
5895018d4-b355-4339-8c60-186478ae6551
colon-landscapes@1
0.855
6023160e4-1d9a-499c-9bfa-1b3aacf284f2
colon-landscapes@1
0.848
7TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.846
8a307b24f-4caa-403a-8313-2a4604f2079a
colon-landscapes@1
0.844
93383d8e1-d61d-4346-a589-007ad2829e36
colon-landscapes@1
0.843
10f65f4ed5-9726-4eff-8638-63752686d2c9
colon-landscapes@1
0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.500Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
MYOGENESIS0.410Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.230Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.150Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
PROTEIN_SECRETION0.120Remibrutinib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
MITOTIC_SPINDLE0.070Inavolisib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
KRAS_SIGNALING_UP0.050Inavolisib— uncovered
ALLOGRAFT_REJECTION0.030Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.030Inavolisib— uncovered