Abstract
Virus irradiation has been performed for many decades for basic research studies, sterilization, and vaccine development. The COVID-19 outbreak is currently causing an enormous effort worldwide for finding a vaccine against coronavirus. High doses of γ-rays can be used for the development of vaccines that exploit inactivated virus. This technique has been gradually replaced by more practical methods, in particular the use of chemicals, but irradiation remains a simple and effective method used in some cases. The technique employed for inactivating a virus has an impact on its ability to induce an adaptive immune response able to confer effective protection. We propose here that accelerated heavy ions can be used to inactivate SARS-CoV-2 viruses with small damage to the spike proteins of the envelope and can then provide an intact virion for vaccine development.
Introduction
The coronavirus disease in 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) [1], is an unprecedented health emergency in this century. The World Health Organization declared COVID-19 a pandemic in March 2020. From the start of the pandemic to August 2020, over 22 million cases have been reported worldwide, resulting in over 780,000 casualties. Lacking effective antiviral drugs, the rush to develop an effective vaccine is enormous [2, 3], with over 100 vaccines in pre-clinical evaluation and 10 already in clinical trials [4].
There are several techniques in use to find the most effective vaccine against SARS-CoV-2, including innovative RNA vaccines, viral vector-, or protein-based vaccines [5]. However, the conventional method of using weakened or inactivated viruses is still avidly pursued and has produced some of the most promising vaccines under test [6, 7].
Techniques for virus inactivation are both chemical and physical, the latter including heat, UV, and ionizing radiation (usually γ-rays). The method used for inactivation is important, because the damage to the epitopes will reduce the efficacy of the vaccine. Several studies have measured the impact of different chemical and physical methods on the efficacy of the inactivated virus [8–10]. Chemicals, such as formaldehyde, hydrogen peroxide, binary ethylenimine derivatives, or β-propiolactone, are very practical but can damage the envelope protein and leave toxic residuals. Gamma radiation is therefore still considered a very safe and effective method [11] as shown in many recent reports [12–16].
Virus Radiobiology
Inactivation of virus by radiation has been studied for over a century [17–19]. Virus radiosensitivity is lower when the irradiation is performed in growth medium compared to water and strongly depends on the size of the virion envelope [20, 21]. Viruses are lacking enzymes and are therefore unable to repair any damage in their nucleic acids. These simple targets are therefore the perfect objects to test the target theory of radiation action, introduced by Lea [22]. According to the target theory, the hit probability P for N targets to be hit n times by radiation follows the Poisson distribution:
where v is the target volume and D the radiation dose. In the simple case of N = n = 1, the equation is reduced to the simple single-hit–single-target model:
where F = D·LET is the fluence (in particles/cm2), LET the radiation linear energy transfer (in MeV·cm2/g, often expressed in keV/μm in water), and σ = v/LET is the inactivation cross-section (in cm2). The target theory cannot describe cellular repair effect but is perfectly able to describe the inactivation of the viruses. The survival curves are in fact always linear (in logarithmic scale), and assuming a given energy for the inactivation event, the volume v can be calculated from the slope. Using charged particles, the inactivation cross-section can provide the area of the sensible target, under the assumption that every traversal is lethal [23, 24]. Figure 1 shows typical survival curves of viruses, whereas in Figure 2, we report the inactivation cross-section as a function of LET. The inactivation of the virus is caused by the damage to the nucleic acid, either RNA or DNA. A single-strand break (for single-stranded virus) or a double-strand break is generally sufficient to make the product of the viral nucleic acid not viable. An additional source of inactivation is the damage to the capsid, that can lead to release of the DNA (or RNA) from the viral envelope (Figure 3). Even at high doses, however, this mechanism is less important than direct damage to the DNA [25].
Figure 1
Figure 2
Figure 3
For high-energy heavy ions, part of the inactivation can derive from the high-energy electrons emitted along the tracks (δ-rays—see Figure 4). Virus targets were instrumental for the elaboration of the first amorphous track structure models of radiation by Robert Katz [26], where the radial dose is assumed to decrease as r−2 by increasing the distance r from the primary ion track. In the single-hit–single-target model, the inactivation cross-section for heavy ions can be written as a product of the geometrical cross-section times the inactivation probability (1 – S), dependent on the distance r from the track:
where D(r) is the radial dose, D0 is the mean lethal dose (derived from experiments with γ- or X-rays), and R is the maximum track radius (i.e., the range of the δ-rays with maximum energy). The calculation of σ requires several parameters to estimate the radial dose D(r) and the mean inactivation dose D0 from γ-ray experiments. The results of the Katz' model for dry enzymes and viruses are in good agreement with experimental data [27].
Figure 4
Based on the Katz theory, Liu et al. [28] derived a simple analytical expression for the inactivation cross-sections of viruses:
where is the distance from the track corresponding to the γ-ray mean dose level D0, z is the ion effective charge, β is the ion velocity, R is the maximum track radius, C is a constant depending on the absorbing medium, and A and B are two free parameters. Using A = 3.88 and B = 0.753, the authors fitted very well the published results [28], showing that ion radiosensitivity of viruses can be accurately predicted from the γ-ray radiosensitivity.
A modified version of the amorphous track structure is still used today in treatment planning for heavy ion therapy in cancer patients [29].
Radiation and Vaccines
Beyond the basic radiobiology applications, irradiation of viruses was, since the beginning, used for vaccine development [30]. Despite the fact that the use of chemicals often requires extensive and time-consuming downstream processing in order to detoxify them, it has gradually overcome γ-ray sterilization, as it can easily be applied under good manufacturing practice (GMP) conditions. For instance, influenza viruses of the seasonal flu split or subunit vaccines are inactivated using chemical agents, such as formaldehyde [14]. However, the efficacy of these vaccines usually reaches only 60–70%, and even less in the elderly (~20–30%) [31]. This might be also in part explained by a negative impact of the chemicals on viral surface antigenic structures that are the targets of the human immune system for the elicitation of a protective response. In this regard, γ-irradiated influenza vaccines seem to be more effective not only at stimulating strong antigen-specific antibody production but also at priming cross-reactive cytotoxic T cells, thereby protecting mice against a heterologous influenza virus [32]. Similar results have been observed using gamma radiation for the development of vaccine prototypes against HIV [33], Ebola [12], rotavirus [16], and polio [34].
However, high doses of γ-rays also cause damage to the surface molecules. Radioprotectors can be used to limit this damage [34, 35], but they can also protect the nucleic acids, and therefore the net advantage is dubious. Even if there is not a clear evidence that γ-rays provide a better-quality inactivated virus than chemical methods, there is an increasing demand of these radiation sources to produce inactivated virus with reduced damage to surface antigenic proteins and no requirements to remove chemical compounds after inactivation [36].
Charged Particles for Vaccine Development
A new strategy to reduce the epitope damage while maintaining lesions to the nucleic acids can be the use of a different radiation quality. Electrons produced with linacs are commonly used for sterilization of materials [37]. High-energy electrons were soon used for virus inactivation as replacement of 60Co γ-ray sources [38] and until recently for food sterilization [39]. More recently, low-energy electrons have been explored because they present limited radioprotection problems and can be used in GMP laboratories. A beam of 200-keV electrons maintains the antigenic properties in several inactivated virus [40]. A Monte Carlo simulation of SARS-CoV-2 virus has shown that best results in terms of reduced damage to the spike proteins would be obtained with 2-keV electrons [41]. However, the main drawback of low-energy electrons is their limited range (in water, ~0.45 mm at 200 keV and ~0.2 μm at 2 keV), which makes it impossible to process large volumes of pathogen suspensions as necessary for vaccine manufacturing.
High-energy heavy ions (Figure 4) have instead long penetration distances and reduced attenuation compared to γ-rays and electrons. Compared to sparsely ionizing radiation, they can inactivate the virus with very limited damage to membrane epitopes, because a single high-LET ion can severely damage the nucleic acid but will touch the virus envelope only in the point of entrance and exit (Figure 5). The effectiveness in inactivation per unit dose is lower for particles compared to γ-rays, but the effectiveness per particle traversal increases with LET (Figure 2). For this very reason, we have recently performed a Monte Carlo calculation to evaluate the possible use of heavy ions for the production of SARS-CoV-2 vaccine [42]. The Geant4-DNA extension [43–46] of the Geant4 Monte-Carlo toolkit [47–49] was used to simulate ionizing particle tracks and energy deposition inside the SARS-CoV-2 model. We focused on the ratio of the damage to the spike proteins (SARS-CoV-2 epitope) [50] and strand breaks in the ~30-kbp single-stranded viral RNA. We will call this protein/RNA damage ratio P/R. Figure 6 gives the trend of the P/R ratio as a function of LET. Even if P/R depends not only on LET but also on the track structure [42], the trend in Figure 6 shows the expected advantage of using heavy ions, with a reduction of P/R of about an order of magnitude. Heavy ions such as Fe 1 GeV/n (Figure 4) have ranges of over 25 cm in water-equivalent materials, thus allowing irradiation of plastic boxes containing several cryovials with frozen virus, as often done in γ-irradiation inactivation [51]. High-energy heavy ions require of course large accelerators, but many of them are currently in operation or under construction and have intense programs in applied sciences, especially biomedical research [52].
Figure 5
Figure 6
Conclusions
Ionizing radiation has been used for decades to inactivate viruses. Early studies have contributed to our understanding of radiation action in living organisms. Inactivated viruses are still an important tool for vaccine development, and ionizing radiation has been used for years to this goal. One of the main problems of inactivated viruses is the damage to epitopes, which might reduce their ability to elicit an effective protective immune response post-vaccination. We have shown that densely ionizing heavy ions are potentially ideal to inactivate the virus with minimal damage to the envelope proteins and may therefore represent a new powerful tool for the development of vaccines against SARS-CoV-2 and other viruses.
Statements
Author contributions
MD proposed the idea. KS and CG contributed to the section on vaccine production and virus. SI, ZF, and SZ contributed to the section on physics and simulation and in particular produced the results in Figure 6. All authors contributed to the article and approved the submitted version.
Funding
This work was partly supported by EU Horizon 2020 grant 730983 (INSPIRE).
Acknowledgments
We thank Daria Boscolo for the TRAX simulation image in Figure 4 and Serena Durante for the cartoon in Figure 5.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
COVID-19, SARS-CoV-2, virus, gamma rays, heavy ions
Citation
Durante M, Schulze K, Incerti S, Francis Z, Zein S and Guzmán CA (2020) Virus Irradiation and COVID-19 Disease. Front. Phys. 8:565861. doi: 10.3389/fphy.2020.565861
Received
26 May 2020
Accepted
24 August 2020
Published
20 October 2020
Volume
8 - 2020
Edited by
Zhen Cheng, Stanford University, United States
Reviewed by
David B. Stout, Independent Researcher, Culver City, United States; Hui Shi, Stanford Bio-X, Stanford University, United States
Updates
Copyright
© 2020 Durante, Schulze, Incerti, Francis, Zein and Guzmán.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Marco Durante m.durante@gsi.de
This article was submitted to Medical Physics and Imaging, a section of the journal Frontiers in Physics
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