Research Article

Prediction of Metabolic Gene Biomarkers for Neurodegenerative Disease by an Integrated Network-Based Approach

Table 1

Predicted enzyme-coding genes with top 10 closest mean shortest paths to known disease genes.

DiseaseGene symbolProtein annotation

ALDOAFructose-bisphosphate aldolase A
PFKMATP-dependent 6-phosphofructokinase, muscle type
GOT2Aspartate aminotransferase, mitochondrial
ALDH2Aldehyde dehydrogenase, mitochondrial
PDHADHBTrifunctional enzyme subunit beta, mitochondrial
MTHFD1C-1-Tetrahydrofolate synthase, cytoplasmic
ALDH9A14-Trimethylaminobutyraldehyde dehydrogenase
INPPL1Phosphatidylinositol 3,4,5-trisphosphate 5-phosphatase 2
ECHS1Enoyl-CoA hydratase, mitochondrial
OGDH2-Oxoglutarate dehydrogenase, mitochondrial

ALDOAFructose-bisphosphate aldolase A
GPIGlucose-6-phosphate isomerase
PFKMATP-dependent 6-phosphofructokinase, muscle type
IMPDH2IMP (inosine 5′-monophosphate) dehydrogenase 2
HDGLAAlpha-galactosidase A
SPTLC1Serine palmitoyltransferase 1
AK1Adenylate kinase isoenzyme 1
EHHADHPeroxisomal bifunctional enzyme
POLE3DNA polymerase epsilon subunit 3
DCKDeoxycytidine kinase