Table 9 Antigenicity, allergenicity and solubility Evaluation Results. NA: non-allergen. Higher Vaxijen and Antigen Pro scores suggest higher antigenicity. Higher SolPro and Protein-sol scores suggest higher solubility.

From: An in silico deep learning approach to multi-epitope vaccine design: a SARS-CoV-2 case study

Vaccine subunits

Vaxijen score

Antigen pro score

AllerTOP result

Allergen FP result

Solubility by SolPro

Solubility by protein-sol

Adjuvant

0.7447

0.8205

NA

NA

0.7568

0.716

Subunit 1

0.2486

0.4137

NA

NA

0.5890

0.684

Subunit 3

0.4791

0.5923

NA

NA

0.8113

0.660

Subunit 4

0.3891

0.7364

NA

NA

0.6242

0.608

Subunit 5

0.4757

0.4768

NA

NA

0.7819

0.686

Subunit 10

0.3615

0.6256

NA

NA

0.6023

0.652

Subunit 13

0.8318

0.4032

NA

NA

0.9114

0.730

Subunit 18

0.2449

0.3076

NA

NA

0.9928

0.742

Subunit 19

0.3605

0.4991

NA

NA

0.7831

0.636

Subunit 23

0.6713

0.7355

NA

NA

0.6891

0.640

Subunit 24

0.4012

0.5211

NA

NA

0.9747

0.545

Subunit 25

0.6035

0.7433

NA

NA

0.6425

0.947

Final Vaccine

0.5705

0.8814

NA

NA

0.7555

0.723