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. 2021 May 17;301:198454. doi: 10.1016/j.virusres.2021.198454

Fig. 2.

Fig. 2

Applications of in silico trials in vaccine development. Each vaccine development stage can use bioinformatics approaches to process and analyze viral molecular data by omics technologies and clinical and epidemiological data. The predicted data can be further deposited in vaccine databases that are used to refine, reduce, and partially replace steps in vaccine development.