The Computer Scientist's Guide to Designing mRNA Vaccines

Part 1: Introduction to mRNA Vaccines

1.2. How are mRNA Vaccines Different?

Now that we’ve seen how normal vaccines work, it’s time to ask how messenger RNA vaccines work. These vaccines also fall under the ‘modern’ category - as you’ll see in a moment, their design requires a deep understanding of a lot of cellular processes.

Compared to other (e.g., subunit) vaccines, mRNA vaccines borrow even more from the process of building immunity against viruses. Instead of directly injecting antigens and adjuvants, mRNA vaccines deliver antigen-encoding instructions in the form of carefully packaged mRNA molecules, which function as both immunogens and adjuvants. Put another way, mRNA vaccines deliver instructions for building antigens rather than the antigens themselves to cells, with the cellular machinery responsible for executing those instructions and producing proteins that induce a strong immune response. This mechanism was tested in 1990, when researchers expressed proteins successfully by injecting mRNA into the body. The first clinical trial involving the mechanism took place 9 years later, when an mRNA antitumor vaccine was tested for the first time

To understand how mRNA vaccines work, let’s follow the journey of a COVID-19 vaccine. The mRNA is packaged into lipid nanoparticles and delivered to normal muscle cells near the injection site. These packages go through the cell’s lipid bilayer (membrane) and release the mRNA into the cell. Then, the cell machinery - ribosomes - bind to the mRNA and translate it, producing antigens. The mRNA will also instruct the cell to export the antigens to the cell membrane (outside the cell). There, dendritic cells - called by the body’s scouts/intelligence network - pick up the antigens and bring them to lymph nodes where the adaptive immune system does its dance. Ultimately, about two weeks later, not only are antibodies against the antigen produced, but the adaptive immune system will also know to produce them should a real COVID virus with proteins similar to the antigen be detected.

Figure 2 - Predominant mRNA vaccine mechanism of action. Image taken from Chaudhary et al. (2021) [c8] with caption: “(1) Injected mRNA vacc
Figure 2 - Predominant mRNA vaccine mechanism of action. Image taken from Chaudhary et al. (2021) with caption: “(1) Injected mRNA vaccines are endocytosed by antigen-presenting cells. (2) After escaping the endosome and entering the cytosol, mRNA is translated into protein by the ribosome. The translated antigenic protein can stimulate the immune system in several ways. (3) Intracellular antigen is broken down into smaller fragments by the proteasome complex, and the fragments are displayed on the cell surface to cytotoxic T cells by major histocompatibility complex (MHC) class I proteins. (4) Activated cytotoxic T cells kill infected cells by secreting cytolytic molecules, such as perforin and granzyme. (5) Additionally, secreted antigens can be taken up by cells, degraded inside endosomes, and presented on the cell surface to helper T cells by MHC class II proteins. (6) Helper T cells facilitate the clearance of circulating pathogens by stimulating B cells to produce neutralizing antibodies and by activating phagocytes, such as macrophages, through inflammatory cytokines. BCR, B cell receptor; ER, endoplasmic reticulum; TCR, T cell receptor.”

By taking extra steps, mRNA vaccines come with several advantages. First, the same mRNA molecule will likely result in many antigens before it degrades. This means that mRNA vaccines require less mRNA, as they only deliver instructions that are amplified once they enter the cell. Second, producing mRNAs is just as (if not more) scalable than producing proteins. Proteins are harder to deal with because they can be unstable, prone to misfolding, and require higher production volumes (for the same number of doses).

Meanwhile, mRNA may vary in length and structure, but the manufacturing process is similar across vaccines. While protein-based vaccines require extensive testing to determine how proteins can be stabilized before injection, mRNA vaccines share the same properties, with only their stability in question (more on this in part 3). Lastly, some proteins require specialized media to maintain their shape, leading to different vaccine formulations. Meanwhile, mRNA vaccines often use the same mRNA sequence inside a lipid nanoparticle. The last two points mean that mRNA vaccines can be designed in days compared to weeks/months for purely protein-based vaccines.

Compared to protein subunit vaccines, mRNA vaccines have a much shorter production cycle and are not limited to short peptide sequences, allowing a much broader range of antigens to be targeted. Compared to DNA vaccines, mRNA vaccines do not need to enter a cell’s nucleus, which simplifies their mechanism of action while improving safety, as there is no real potential for gene insertion or subsequent mutations. Lastly, by varying the modifications of mRNA molecules or LNPs, the immunogenicity of mRNA vaccines can be controlled, allowing greater flexibility in vaccine design.

That being said, mRNA vaccines still have some shortcomings. While they’ve already been tested at a large scale (see next subsection), the technology is still new and should be studied carefully. Moreover, mRNA molecules are thermally unstable and thus require storage and transport at low temperatures, increasing costs. Lastly, while they allow for larger antigen sequences than subunit vaccines, large mRNA structures still have difficulty traversing tissue and cellular barriers, prompting the need for improved delivery strategies.