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Table 6 The top five genes related to each of the three diseases according to the frequency of occurrence in 30 repeated experiments, and the various probabilities of association with disease of these candidate genes

From: Gene prediction of aging-related diseases based on DNN and Mashup

Disease

Candidate genes

Ave. P

Hig. P

Low. P

Ave. P of rest genes

Immune

3553(IL1B—interleukin 1 beta)

0.119864

0.166426

0.062936

0.00128

1544(CYP1A2—cytochrome P450

0.115728

0.159259

0.061422

family 1 subfamily A member 2)

   

4023(LPL— lipoprotein lipase)

0.113289

0.155988

0.06022

1543(CYP1A1— cytochrome P450

0.111613

0.154343

0.059018

family 1 subfamily A member 1)

   

4846(NOS3—nitric oxide synthase 3)

0.110097

0.154304

0.057448

Brain

1544(CYP1A2—cytochrome P450

0.204762

0.303633

0.111395

0.0363

family 1 subfamily A member 2)

   

1559(CYP2C9—cytochrome P450

0.190703

0.28241

0.104468

family 2 subfamily C member 9)

   

1586(CYP17A1—cytochrome P450

0.175779

0.243321

0.104167

family 17 subfamily A member 1)

   

338(APOB—apolipoprotein B)

0.174123

0.256506

0.097296

1557(CYP2C19—cytochrome P450

0.173544

0.258927

0.0953

family 2 subfamily C member 19)

   

Nutrition

3553(IL1B—interleukin 1 beta)

0.343483

0.496965

0.195028

0.00677

1544(CYP1A2—cytochrome P450

0.332656

0.478875

0.190983

family 1 subfamily A member 2)

   

1557(CYP2C19—cytochrome P450

0.284008

0.414314

0.163521

family 2 subfamily C member 19)

   

4035(LRP1—LDL receptor)

0.280427

0.412398

0.159798

related protein 1

   

2688(GH1—growth hormone 1)

0.279018

0.381114

0.171254