Abstract
A tiny fraction of people immunized with lipid nanoparticle (LNP)-enclosed mRNA (LNP-mRNA) vaccines develop allergic symptoms following their first or subsequent vaccinations, including anaphylaxis. These reactions resemble complement (C) activation-related pseudoallergy (CARPA) to i.v. administered liposomes, for which pigs provide a naturally oversensitive model. Using this model, we injected i.v. the human vaccination dose (HVD) of BNT162b2 (Comirnaty, CMT) or its 2-fold (2x) or 5-fold (5x) amounts and measured the hemodynamic changes and other parameters of CARPA. We observed in 6 of 14 pigs transient pulmonary hypertension along with thromboxane A2 release into the blood and other hemodynamic and blood cell changes, including hypertension, granulocytosis, lymphopenia, and thrombocytopenia. One pig injected with 5x CMT developed an anaphylactic shock requiring resuscitation, while a repeat dose failed to induce the reaction, implying tachyphylaxis. These typical CARPA symptoms could not be linked to animal age, sex, prior immune stimulation with zymosan, immunization of animals with Comirnaty i.v., or i.m. 2 weeks before the vaccine challenge, and anti-PEG IgM levels in Comirnaty-immunized pigs. Nevertheless, IgM binding to the whole vaccine, used as antigen in an ELISA, was significantly higher in reactive animals compared to non-reactive ones. Incubation of Comirnaty with pig serum in vitro showed significant elevations of C3a anaphylatoxin and sC5b-9, the C-terminal complex. These data raise the possibility that C activation plays a causal or contributing role in the rare HSRs to Comirnaty and other vaccines with similar side effects. Further studies are needed to uncover the factors controlling these vaccine reactions in pigs and to understand their translational value to humans.
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Introduction
Beyond efficacy, a major contributor to the success of COVID-19 vaccines, including Pfizer/BioNTech’s BNT162b2, an mRNA-lipid nanoparticle (mRNA-LNP)-based vaccine also called Comirnaty (CMT), is their safety in the overwhelming majority of vaccinated people [1]. However, a tiny fraction of vaccine recipients develop local and/or systemic allergy, also known as hypersensitivity reaction (HSR). These reactions arise within minutes to hours after vaccination, and in most cases, they are controllable and fade without the need for intervention. However, occasionally, they can be severe or even escalate into anaphylaxis with shock, requiring emergency measures beyond epinephrin injection [2,3,4,5,6,7,8,9,10,11]. Although all COVID-19 vaccines can cause severe adverse effects (SAEs) in an occasional patient, and LNP-mRNA vaccines have actually more favorable statistics in this regard than the vector vaccines [12], the present study focused on the HSRs to Comirnaty, as it consists of PEGylated LNPs that resemble PEGylated liposomes, and “lessons” learned from nanomedicine research suggest that such nanoparticles (NPs) injected into the blood can cause so-called “infusion reactions” whose symptoms are very similar, or the same as those reported for the HSRs to LNP-mRNA vaccines [13, 14]. These symptoms include, but not limited, to sudden tachycardia/palpitation, dyspnea/tachypnea/apnea, hypo/hypertension, generalized or local flushing or rash, face/throat/tongue/lip swelling (i.e., angioedema), chest/back/abdominal pain/tightness, light-headedness/panic [2,3,4,5,6,7,8,9,10,11]. They can be explained, at least in part, with complement (C) activation-related anaphylatoxin (C3a, C4a, and C5a) release, but not with IgE-mediated type-I allergy, leading to the term, C activation-related pseudoallergy (CARPA) [13, 15]. An important lesson learned from nanomedicine research is that CARPA can be uniquely modeled in pigs because this species has an inborn hypersensitivity to i.v. administered liposomes and other NPs [15,16,17,18]. This resemblance of symptoms provided a rationale to use the porcine CARPA model to understand the mechanism of LNP-mRNA vaccine-induced HSRs.
As the first approach, we administered the human vaccine dose (HVD) and its multiples in i.v. bolus to maximize the chance to see CARPA with the clear understanding that this treatment does not exactly imitate the human practice of injecting the HVD in the deltoid muscle i.m. It was contemplated that if we could provoke the reactions under the above conditions, it would be the next challenge to refine the model to better mimic the human administration conditions. Nevertheless, it was also clear that if we saw HSRs at all, that would prove our capability to reproduce a very rare adverse reaction of a vaccine in an animal model. In addition to patient analysis, studies in animal models are essential to understand these reactions, but in vivo modeling of rare toxicities is inherently difficult because of the large number of animals needed to mimic the low prevalence of adverse symptoms. Thus, the use of the sensitized or naturally sensitive animal models, such as the pig in the present study, may be a prerequisite for achieving such goals.
As detailed below, the experiments did show more or less expressed HSR symptoms in 6 of 14 pigs, with one animal undergoing anaphylactic shock requiring resuscitation. Together with the strong C activation by Comirnaty in pig serum in vitro, these data point to the possible involvement of CARPA in the anaphylaxis and other allergic symptoms caused by this vaccine. Thus, the initial steps have been taken to establish an animal model that may help solve the vaccine reaction problem.
Materials and methods
Materials
Comirnaty was from Pfizer/BioNTech, the vaccine used for human vaccinations against SARS-Cov-2 infections. One 0.3 mL shot contains, in addition to phosphate buffer and sucrose, 30 μg mRNA, 430 μg ALC-0315, (4-hydroxybutyl) azanediyl)bis (hexane-6,1-diyl)bis(2-hexyldecanoate); 50 μg ALC-0159, 2-[(polyethylene glycol)-2000]-N,N ditetradecylacetamide 90; μg 1,2-Distearoyl-sn-glycero-3-phosphocholine (DSPC); and 200 μg cholesterol. Its total lipid content is 0.77 mg. The porcine C3a kit was obtained from TECOMedical AG, Sissach, Switzerland (Cat No: TE1078). Commercial Doxil (Caelyx) was obtained from the pharmacy of Semmelweis University. Zymosan, Dulbecco’s phosphate-buffered saline (PBS) without Ca2+/Mg2+ and bovine calf serum, and biotin-labeled goat polyclonal anti-porcine IgM were from Sigma Chemical Co. (St. Louis, MO, USA).
Methods
Animals and groups
Landrace pigs were obtained from the Research Institute for Animal Breeding, Nutrition, and Meat Science of the Hungarian University of Agriculture and Life Sciences (Herceghalom, Hungary). The study involved 8 female and 6 castrated male pigs in the 22–65 kg size range, which were selected into four groups: 1) naïve, 2) zymosan pretreated (innate immune pre-stimulated), 3) i.v. treated (“immunized”) with Comirnaty, and 4) i.m. immunized with Comirnaty. Since the experiments were intended as a pilot exploration of Comirnaty-induced allergy symptoms using cardiovascular and other endpoints, sex, or body weights (age) were not criteria for preselection into these groups.
The investigation conformed to the EU Directive 2010/63/EU and the Guide for the Care and Use of Laboratory Animals used by the US National Institutes of Health (NIH Publication no. 85–23, revised 1996). The experiments were approved by the Ethical Committee of Hungary for Animal Experimentation (permission numbers: PE/EA/1177-4/2021 and BORS-02/2021).
The porcine CARPA model
The model was described in several studies earlier [15,16,17,18]. In brief, pigs were sedated with i.m. ketamine/xylazine and then anesthetized with isoflurane (2 − 3% in O2). Intubation was performed with endotracheal tubes to maintain free airways and to enable controlled ventilation if necessary. The animals were breathing spontaneously during the experiments. Surgery was done after povidone-iodine (10%) disinfection of the skin. In order to measure the pulmonary arterial pressure (PAP), a Swan-Ganz catheter (AI-07124, 5 Fr. 110 cm, Arrow Internat Inc.) was introduced into the pulmonary artery via the right external jugular vein. Additional catheters were placed into the left femoral artery to record the systemic arterial pressure (SAP), into the left external jugular vein for saline and drug administration, and into the left femoral vein for blood sampling. Hemodynamic and ECG data were collected using instruments from Pulsion Medical Systems and Powerlab, AD-Instruments (Castle Hill, Australia). At the end of the experiments, animals were sacrificed with Euthasol and concentrated potassium chloride.
I.v. challenge with Comirnaty and zymosan
Animals were injected into the left external jugular with 2 sequential i.v. boluses of Comirnaty. The storage, thawing, and dilution procedures corresponded to the human application [19], except that the vaccine was flushed into the circulation with 5 mL saline. The dose was the full HVD or two or five-fold this amount, referred to as 1x , 2x , and 5x HVD. At the end of the experiment, the animals were injected with 0.1 mg/kg zymosan to provide a positive control for CARPA. The initial 1x HVD was chosen as the possible maximal dose reaching the blood of a young man in case of accidental injection of the full dose into a blood vessel in the deltoid muscle, e.g., collateral branches of the circumflex humeral arteries or veins, possibly the deltoid and/or acromial arteries or veins.
Scoring of cardiopulmonary distress
The intensity of CARPA was quantified by the cardiac abnormality score (CAS), established earlier for liposome-induced cardiopulmonary distress in pigs [20]. It is an arbitrary rank between 1 and 5, specifying minimal, mild, moderate, severe, and lethal reactions, respectively. These categories were based on a combination of all measurable manifestations (SAP, PAP, HR, and ECG) of cardiopulmonary distress during porcine CARPA [20].
Innate immune preconditioning with zymosan
The pigs in this group were injected with 1 mg/kg zymosan 22–49 days before these studies, as an independent experiment with the goal of inducing cytokine storm. These animals were subjected to blood withdrawals every 3 days for 15 days after the zymosan treatment to measure innate immune activation (complement and cytokine levels). These data will be presented elsewhere; in the present experiment, these pigs served to provide a model for innate immune stimulation before challenging with Comirnaty.
Immunization with Comirnaty
The immunization with the HVD of Comirnaty was done either i.v. or i.m., by injections into the ear vein or the supraspinatus muscle of the animals, respectively.
Measurement of anti-PEG and anti-Comirnaty IgM in pig blood
Serial measurements of blood anti-PEG IgM levels after immunization were performed using an ELISA, as described earlier [21]. In short, Polysorp (Nunc) plates were coated with 2.0 μg/well DSPE-PEG2000 in 100 μL of bicarbonate buffer (7.14 μM) (pH∼9.0) overnight at 4 °C, followed by blocking of the wells with 150 μL of PBS/0.05% Tween-20 + 2% bovine serum albumin (BSA) at 37 °C for 1 h. Before blocking, wells were washed 3 × with 300 μL of wash buffer containing PBS/0.05% Tween-20 for 1 min. The EDTA-anti-coagulated plasma samples were diluted by PBS/0.05% Tween-20 + 1% BSA in the 20–3000-fold range and incubated in the wells for 1.5 h at 37 °C, with slow shaking. Wells were washed 5 × with 300 μL of wash buffer for 1 min. After staining with 100 μL of HRP-conjugated anti-porcine IgM (15,000 x dilution, Sigma) or IgG (800 × dilution, Sigma) for 1 h, wells were washed again 5 × with wash buffer as mentioned. The antibodies were stained by incubation with 100 μL of substrate solution (Neogen) containing 3,3′,5,5′-tetramethylbenzidine (TMB) and hydrogen peroxide for 15 min in dark. The reaction was stopped with 50 μL of 2NH2SO4 and A450 was read with a FLUOstar Omega 96-well plate reader (BMG Labtech, Ortenberg, Germany). One tenth of titer untit was defined as the dilution at which the blank-corrected OD of a dedicated reference pig plasma, used as a standard of anti-PEG IgM, was equal to the 10-fold of blank. The specified anti-PEG values represent readings in the linear section of the calibration curve.
A similar ELISA was used to measure the levels of all IgM (not only PEG) binding to the vaccine before the i.v. challenge with Comirnaty (anti-CMT IgM), except that the plates were coated with Comirnaty as antigen.
Measurement of complement activation by Comirnaty in pig serum in vitro
Freshly drawn blood from healthy pigs was let to clot at room temperature (RT), the serum was separated by centrifugation, aliquoted, and then stored at − 70 °C until the C activation studies. The latter included incubation with Comirnaty (1:1.5 volume ratio) and control zymosan (0.1 mg/mL) for the specified time at 37 °C with shaking. The reaction was stopped by diluting the samples by stop solution containing 0.05% Tween-20 and 20 mM EDTA. The liberated C3a and sC5b-9, i.e., biomarkers of C activation, were determined as follows. Porcine C3a was measured using a capture EIA (TECO Medical AG, Sissach, Switzerland, ref: TE1078) following the manufacturer’s instructions. Briefly, the serum samples diluted by the stop solution were incubated in the wells (100 µl/well) in plates coated with 50 ng/ml Ab2 (a porcine C3a specific antibody) for 2 h at RT, followed by washings 5 × with washing buffer. This was followed by incubation with biotinylated Ab1 (100 µl/well, 25 ng/ml), for 2 h at 4 °C while shaking and 3 × washings again. Next, streptavidin horseradish peroxidase conjugate (100 ng/ml, 100 µl/well) was added and incubated for 2 h RT while shaking. In the final step, after a 3 × wash, 100 µl TMB was added and incubated for 30 min on RT on a shaker. The reaction was stopped with HCL solution and the plate was read using FLUOstar Omega 96-well plate reader (BMG Labtech, Ortenberg, Germany) at 450 nm. The C3a concentrations were given in arbitrary units (AU/ml).
Porcine sC5b-9 was measured as described earlier [21, 22]. In brief, microtiter plates were coated with mouse anti-human sC5b-9 ascites (clone aE11) and incubated for 1 h with pig plasma containing 10 mM EDTA. The second Ab, biotinylated mouse anti-human C6 (Quidel A219), was stained with streptavidin − horseradish peroxidase using ABTS and H2O2 substrate.
Statistical methods
To get updated prevalence data on vaccine-induced anaphylaxis, we used the Vaccine Adverse Event Reporting System (VAERS), a data bank for all adverse effects of US-licensed vaccines [23,24,25]. The different synonyms of the same reaction were captured with an algorithm formulated in PostgreSQL [26] to include all terms related to anaphylaxis (e.g., anaphylactic or anaphylactoid) and/or shock (all vaccine-induced shocks are anaphylactic by nature, assuming no major simultaneous loss of blood). Redundant symptoms or symptom synonyms were then excluded from the reaction count. The analysis involved downloading of 3 VAERS files for each year in question (e.g., “2021VAERSDATA,” “2021VAERSVAX,” and “2021VAERSSYMTOMS”), aggregating data across all years, grouping by unique VAERS_ID (i.e., grouping per adverse event), and querying for the terms of interest.
Differences among all other analytes in this study were analyzed by ANOVA followed by post hoc tests, or other tests, as specified in the figure legends. A p-value of < 0.05 was considered statistically significant. Statistical analyses were performed by GraphPad Prism software (GraphPad Software, La Jolla, CA, USA).
Results
Pathophysiological changes caused by i.v. administration of Comirnaty in pigs
Illustration of Comirnaty-induced acute hemodynamic changes in 3 pigs as a function of dose
Figure 1A–C shows the PAP, SAP, and HR changes caused by i.v. injection of 1x , 2x , and 5x HVD of Comirnaty, respectively. The HVD (1x HVD, Panel A) led to a small, but the clearly distinguishable rise of PAP (from 10 to 15 mmHg) in the 2–5 min. time window, 2x HVD (B) triggered a major rise of PAP with paralleling minor drop of SAP, and 5x HVD (C) caused similar reaction as 2x HVD, although the reaction to zymosan was less expressed. The second repeat dose of Comirnaty reproduced the first reaction in A, but it caused no reaction in B and C, indicating self-induced tolerance, known as tachyphylaxis. The fact that the 1x Comirnaty-caused minimal PAP rise did not disappear after the second injection suggests that tachyphylaxis is a dose dependent process. The third, zymosan positive control was comparable for animals A and B, but visibly smaller in C, which could be explained with intrinsically weaker sensitivity to CARPA and/or extension of the first dose’s tolerogenic effect to zymosan.
The physical parameters (body weight and sex) of the above 3 and additional 11 pigs used in this study are shown in Table 1, together with quantitation of cardiopulmonary, skin, immunological, hemodynamic, and hematological endpoints before and after Comirnaty challenges.
Summary of experimental variables and physiological changes caused by the vaccine
Beyond the blood pressure and heart rate changes illustrated in Fig. 1, i.v. injection of Comirnaty caused other symptoms of HSRs as well, including skin and blood cell changes. These data are shown in Table 1, which stratifies the 14 pigs used in this study according to treatment variables (zymosan pretreatment, Comirnaty immunization and challenge, and injection order). In addition, the table gives the anti-PEG and anti-vaccine IgM antibody titers before the vaccine challenge.
The data show that 6 pigs (No. 1, 2, 6, 9, 10, and 14) developed more or less HSR to the 1st i.v. bolus of Comirnaty administered in the 1-5x HVD range. The most prominent (and CARPA specific) HSR symptom was pulmonary hypertension with PAP rise to 120–300% of baseline. However, as illustrated in Fig. 1B and C, the second injection of 2x and 5x HVD of Comirnaty failed to cause hemodynamic changes, implying tachyphylaxis. We observed skin flushing in 2 pigs, and 10–60% blood cell changes in most animals, including granulopenia followed by granulocytosis, lymphopenia, and thrombocytopenia. Among these blood cell changes, the most consistent was lymphopenia, in 79% of the animals, followed by granulocytosis, in 64%. The latter was preceded by granulopenia and thrombocytopenia in 36% of pigs. These blood cell changes did not correlate with the hemodynamic or other changes, suggesting independent pathomechanism.
A further preliminary conclusion suggested by the data in Table 1 is that these reactions did not depend on the body weight and sex of animals, immune preconditioning with zymosan, or immunization with the vaccine i.m. or i.v. Among these experiments, one particularly stood out because the pig underwent anaphylaxis, as detailed below.
Anaphylaxis caused by Comirnaty
Figure 2 shows different signs of an anaphylactic reaction that we observed in one of the 6 reacting pigs (no. 9) injected with 5x HVD Comirnaty. For no predicted reason this animal fell into shock within 2 min after injection of Comirnaty. The sudden decline of mean SAP to < 20 mmHg is associated with compensatory tachycardia and extensive, biphasic PAP wherein the wave’s splitting can be explained with superposition of sharply declining SAP on the rise of PAP (Fig. 2A). Resuscitation with epinephrine and cardiac massage led initially to a transient hypertensive overshoot, but after 20–25 min, all hemodynamic parameters returned to near normal. After a few minutes of stabilization, when the animal was injected a second time with the same dose of Comirnaty, there was full tachyphylaxis, just as in Fig. 1B. The final reaction to 0.1 mg/kg zymosan was also smaller than the first reaction, although on a weight basis, zymosan was applied at ~24-fold higher amount than the mRNA content in 5x HVD Comirnaty, and ~ 8-times higher than the DSPC content in 5x HVD (based on Table 2). Figure 2B shows real-time blood pressure recordings in the initial 10 min highlighting that the progress of shock entailed the narrowing of pulse pressure, i.e., a more expressed reduction of the systolic than the diastolic blood pressure relative to baseline. These changes were also associated with the EKG abnormalities (reduction of RR intervals and arrhythmia) (Fig. 2C) and skin flushing (Fig. 2D).
The dose dependence of Comirnaty’s pulmonary vasoactivity and its comparison with Doxil
Going back to Fig. 1, the 1x HVD of Comirnaty caused small, but clearly discernible pulmonary vasoactivity, while the 2x and 5x HVD doses led to maximal responses in terms of first-injection PAP peak height (Fig. 1A-C). Based on this reaction parameter and these pilot tests in 3 pigs, the minimal and maximal reactogenic doses, and hence, the dynamic window of PAP response to Comirnaty, are within 1-2x HVD of Comirnaty. However, it should be remembered that the majority of animals (eight) did not show any pulmonary reaction and that the height of the PAP response is only one parameter of HSR, whose different symptoms may have different dose-dependence. Nevertheless, this peak height can be used to compare the pseudoallergic reactogenicity of different liposomal and other drugs, as it is a highly sensitive and relatively reproducible quantitative endpoint of cardiopulmonary distress [28].
Comparison of the pulmonary vasoactivities of Comirnaty and Doxil
The above information led us to use data from an earlier pig study [21], where we tested the reactogenicity of PEGylated liposomal doxorubicin (Doxil) [29], the first FDA-approved nano-drug whose HSR-inducing effect has been known since its introduction into cancer chemotherapy in 1995 [30]. The study showed similarly small PAP peaks and runaway maximal reactions after i.v. injection of 0.1 mg/kg of liposomal phospholipid (Fig. 3), suggesting that the pulmonary vasoactivity of the vaccine and Doxil have a common underlying mechanism in pigs and that the above minimally reactive doses can be taken as being roughly equipotent in pulmonary reactivity.
Based on the above findings and considerations, we compared the absolute amounts of common ingredients in these minimally reactogenic doses of the vaccine and the liposome, namely, the amounts of injected phospholipids and PEGylated lipids related to pig body weight. The comparison (Table 2) showed ~38- and ~17-fold less total phospholipid and PEGylated lipid in the vaccine compared to Doxil, respectively. The cargos (mRNA vs. doxorubicin), cholesterol, and total lipid amounts were also much lower in the vaccine (~18-, ~4-, and approximately sixfold less, respectively, Table 2), which implies stronger reactogenicity of the vaccine than Doxil, at least in causing minimal pulmonary hypertension in pigs. It should be emphasized that pulmonary hypertension in pigs is just one symptom of HSRs, thus the above comparison under special experimental conditions has no relevance to other effects or toxicities of Comirnaty and Doxil.
The effects of i.v. Comirnaty on plasma TXB2 in pigs
The vascular effects of thromboxane A2 (TXA2) explain the pulmonary hypertensive effect of liposome-induced C activation, and TXB2 is a stable byproduct of TXA2 metabolism whose plasma level was shown previously to closely parallel the hemodynamic changes caused by liposomes in pigs [31]. Thus, we measured this analyte in the plasma of pigs treated with Comirnaty.
Figure 4A shows the time course of TXB2 rises in the plasma of pigs in Fig. 1A and B. In remarkable parallelism with the PAP changes, the animal injected with 1 × HVD (pigs #1, blue) displayed minimal, while the one injected with 2 × HVD (pigs #2, red) displayed immediate, maximal rise of TXB2 on the same time course as the hemodynamic changes occurred. Figure 4B shows another parallelism with the hemodynamic changes: animal no. 9, which underwent anaphylaxis, displayed a sudden, major rise of TXB2 (5 × #9, blue), while the second dose which caused no rise of PAP caused only minimal rise of TXB2 (5 × N#9/2, red). This panel also shows the effect of zymosan (green), also rising in parallel with pulmonary hypertension, but in a more extended fashion. Yet a 3rd pig in this series, which also developed maximal pulmonary reaction with tachyphylaxis after the first but not the second injection, reproduced the same TXB2 profile as pig #9. These data provide further evidence for the similar, thromboxane A2-dependent mechanism of Comirnaty and PEGylated liposome-induced pulmonary hypertension in pigs.
Other physiological parameters measured
Among the other physiological parameters measured (RBC, Hgb, ECG wave intervals and amplitudes, SPO2, respiration rate, Et.CO2, core temperature, none showed consistent, biologically relevant changes, except in Exp # 11 (pig no. 9), the animal undergoing anaphylaxis, displayed decreased respiratory rate and etCO2, along with ECG signs of hypoxia and arrhythmia (Fig. 2).
The complement activating effect of Comirnaty in pig serum
Figure 5 shows two experiments wherein we measured C activation by Comirnaty in pig serum at two vaccine concentrations, using porcine C3a (Fig. 5A, C) and sC5b-9 (Fig. 5B) as endpoints of C activation. These data show significant dose-dependent C activation, the effect of the higher dose being comparable to that of zymosan (Fig. 5C). Thus, the observation on similar or greater hemodynamic abnormalities caused by 5x HVD Comirnaty (4.4 µg/kg mRNA and 13.2 µg/kg DSPC), compared to zymosan (100 µg/kg) in pigs (Figs. 1C and Fig. 2) has been reproduced in a serum C assay in vitro under entirely different conditions. This represents an indirect support for the causal role of C activation in HSRs, i.e., CARPA.
It is also important to note that the stronger (than zymosan) C activating effect of Comirnaty (Fig. 5C) was observed at 120 μg/mL DSPC, which is about 17 × lower than the minimal C activating effect of Doxil phospholipids (HSPC + MPEG-DSPE) in human serum (~ 2 mg/mL, Fig. 5D). These proportions are also comparable to the phospholipid and PEGylated lipid ratios in the minimal pulmonary reactogenic doses of Doxil and Comirnaty in pigs (~ 29 and 18, Table 2).
Non-mRNA-coded immunogenicity of Comirnaty and its impact on HSRs
The immunogenicity of polyethylene glycol (PEG) in Comirnaty
The last 6 animals in this study were immunized with 1x HVD Comirnaty either i.m. or i.v., and the blood anti-PEG IgM levels were periodically determined until the 5x HVD Comirnaty challenge 14–20 days after immunization (Table 1). Five of these animals showed no or minimal HSR, while 1 animal (no. 9), immunized i.v. 14 days earlier, fell into anaphylactic shock (Fig. 2).
Figure 6A and B show the rises of anti-PEG IgM in these 2 groups. I.m. immunization (Fig. 6A) was more effective than the i.v. procedure, resulting in 5-6-fold higher peaks in 2 of 3 pigs than the peak heights in all 3 i.v.-immunized animals (Fig. 6B). Antibody formation reached the maximum in the 3–8 days window and then declined after 10–12 days. These findings suggest that Comirnaty can induce anti-PEG IgM, but this effect is relatively weak and short, it cannot be involved in Comirnaty-induced HSRs >2 weeks after immunization.
The insert in Fig. 6B shows the immunogenicity of 0.1 mg/kg Doxebo in pigs, yielding orders of magnitude higher anti-PEG IgM titers than we got from Comirnaty, which also lasted for several weeks [21]. All these Doxebo-immunized pigs underwent anaphylactic shock identical to the one seen in the present study [21], so a causal role of anti-PEG IgM in Comirnaty-induced HSRs cannot be a priori excluded. It is possible that the 17-fold lower amount of PEG in the vaccine relative to that in Doxebo (Table 2) and missing the antibody peaks excluded seeing the anaphylactogenicity of anti-PEG IgM in the present study. This also means that the anaphylaxis of pig no. 9, which was i.v. immunized with Comirnaty, could not be explained with anti-PEG IgM, highlighting the likely involvement of other antibodies, and/or a C-independent mechanisms of anaphylaxis, as suggested by the double-hit theory (see Discussion).
The non-mRNA-coded immunogenicity of the whole Comirnaty LNP
In addition to the rise of anti-PEG IgM after immunization of the animals with Comirnaty, we also measured the pre-challenge blood levels of anti-Comirnaty LNP IgM by a modified ELISA, wherein the antigen used to coat the ELISA plates was the whole vaccine LNP rather than PEG. As shown in Fig. 7, the average anti-CMT IgM level was significantly higher in the animals displaying HSR compared to nonreactors, which suggests a contribution to the HSRs of natural or induced IgM reacting with one or more vaccine components. Here again, the lack of outstanding anti-LNP IgM response in pig no. 9 argued against the sole role of these (relatively low-level) IgMs in anaphylaxis induction.
Discussion
Allergic reactions and anaphylaxis to LNP-mRNA vaccines: an unsolved hurdle of COVID-19 vaccination for a few
Anaphylaxis is a very rare complication of vaccinations, occurring in about 1.4 cases out of a million immunizations worldwide (14). Focusing only on the LNP-mRNA based COVID-19 vaccines, this rate seems to be surpassed by a factor that varies in different estimations (see below), but considering the effective prevention and treatment measures of anaphylaxis today (1% mortality rate [33] or less), the clinical significance of the phenomenon is very small. Yet, due to the crucial role of vaccinations in halting the COVID-19 pandemic, the rare HSRs and anaphylaxis cases obtain substantial regulatory, scientific and public attention [2, 3, 5,6,7,8,9, 14, 34,35,36]. Signs of unceasing concern about allergic reactions to the vaccine include multiple questions on allergies on consent forms with the exclusion of people with severe allergies to any of the vaccine components, history of anaphylaxis, autoimmune diseases, Guillain-Barré syndrome, Bell’s palsy, and cosmetic dermal filler recipients [14, 37]; the mandated 30-min post-vaccination monitoring for everyone; the directives that vaccination centers must be prepared for emergency treatment of anaphylaxis or other forms of allergic reactions; guidance on how to prevent and treat vaccine-induced anaphylaxis [2, 9]. Most recently, a multicenter clinical trial started to establish the incidence of HSRs to LNP-mRNA-based vaccines in a high-allergy/mast cell disorder population in comparison to a representative population without severe allergies or mast cell disorders [38].
The relative risk of anaphylaxis and severe allergic reactions to LNP-mRNA vaccines: variations of prevalence data
Due to the heightened alert and preventive measures, the rate of allergic reactions to LNP-mRNA vaccines tends to decrease, but case reports continue to emerge in the VAERS (see statistical methods). The most recent official (Center of Disease Control, CDC) estimate is 2.5–4.7 anaphylaxis per million vaccinations with Comirnaty [8, 39], while our analysis of the latest (Oct, 2021) data in VAERS, performed with attention not to overestimate the rate (see Methods) gave 15.7 and 16.3 anaphylaxis per million vaccinations with the Pfizer/BioNTech and Moderna vaccines after roughly 242 and 154 million US recipients of these vaccines, respectively. Other recent studies found 1 anaphylaxis in 4,000 vaccinations (250/million) [4] and 22 in 38,895 (566/million, ~ 1 in 1,800 vaccinations) [10]. Counting not only anaphylaxis but all more or less severe HSRs to Comirnaty gave 10 HSRs in 2000 vaccinations (~1 in 200, 0.5%) [11], which rate actually represents a typical prevalence of infusion reactions to PEGylated nano drugs [40]. The most frequent adverse symptoms of vaccinations in the study of Gringeri et al. [11] were airway obstruction, laryngeal edema, hypotension, tachy- or bradycardia, urticaria, and asthma, which are also prevalent symptoms of CARPA caused by i.v. nano drugs [13].
Concepts on the mechanism of anaphylaxis to LNP-mRNA vaccines: CARPA and others
In absence of dedicated human or animal studies, explanations for the mechanism of LNP-mRNA-induced HSRs are hypothetical to date. Although classical, IgE-mediated type I hypersensitivity to a vaccine component can occur, it cannot account for all HSRs since most people inflicted with HSR show no positive skin test for the vaccine or its components. This also applies to PEG, the only component of LNP-mRNA vaccines whose widespread presence in foods, drinks, medicines, cosmetics, toothpaste, shampoos, sunscreens, and many other commodities of routine life [40] could easily explain sensitization. Skin test positive allergy to PEG does exist, but it is a rare, severe condition of which most patients are well aware [3, 41,42,43]. They are excluded from getting PEG-containing vaccines.
Accordingly, the large majority of HSRs to PEG-containing vaccines are among people who do not respond to PEG via IgE-mediated allergy but via an alternative mechanism called pseudoallergy, of which most people are not aware until they develop symptoms. Also consistent with pseudoallergy, Kranz et al. reported no or only mild reactions after the second Comirnaty boost [4, 44], which implies tachyphylaxis, a characteristic feature of C-mediated pseudoallergy, i.e., CARPA [45].
The likely involvement of CARPA in LNP-mRNA vaccines was proposed at an expert meeting convened by the National Institute of Allergy and Infection Diseases in December 2020 in response to the anaphylaxis cases in the UK after the first immunizations with Comirnaty [46]. The idea stemmed from the similarity of the time course and symptoms of vaccine-induced HSRs to those seen during infusion reactions to PEGylated liposomes (Doxil) [13, 47, 48], to which Comirnaty resembles. In fact, a study published shortly before the pandemic showed anaphylactic shock to a small i.v. dose of Doxil in pigs sensitized to anti-PEG antibody-induced HSRs by i.v. immunization with PEGylated liposomes (Doxebo) [21]. This reaction was shown to be C-mediated [21], providing experimentally derived evidence for CARPA underlying such “pseudo-anaphylaxis.”
Beyond CARPA, there are other explanations for LNP-induced anaphylactic reactions. One theory attributed the phenomenon to “the relatively high number of local immune cells at the site of injection “getting too much excitement” due to “technically delivering of an adjuvant” [46]. The problem with this explanation is that the LNP-mRNA vaccines do not contain adjuvants technically, and that it fails to explain how a local immune stimulus can trigger systemic symptoms, including anaphylaxis. C activation was ruled out on basis that it is expected to “proceed in almost all vaccine recipients, but anaphylaxis is very rare” [49]. However, this simplistic connecting of C activation to anaphylaxis can also be questioned as it neglects that C activation feeds into HSRs and anaphylaxis via several signaling channels, each having multiple relay steps and controlling factors [21]. This complexity of molecular and cellular interactions renders the causality between these phenomena non-linear, individual threshold-dependent [50], highly variable. As discussed later for the “double hit” hypothesis, only overwhelming C activation may be rate-limiting, the primary cause of anaphylaxis. In most cases, the role of C activation may be to provide essential co-stimulation for vasoactive mediator release [51, 52] by allergy mediating immune cells [21].
Yet, a further mechanism considered for vaccine-induced anaphylaxis is “immunization stress-related response,” a newly defined adverse effect following immunizations [53] with which anaphylaxis can be misdiagnosed and vice versa [53,54,55,56,57]. Among other symptoms, sudden hypertension may raise uncertainties, which is typical of both pseudoallergy and anxiety, but not of anaphylaxis.
Historic support for the involvement of C activation in the HSRs to LNP-mRNA vaccines
Complement activation entailing anaphylatoxin release, as a potential contributing cause of HSRs and anaphylaxis was proposed by Hugli et al. exactly 40 years ago [58]. Since then, several lines of evidence attested to this mechanism of anaphylaxis [59], including the finding that C depletion and production of C3a and C5a in human anaphylaxis correlated with the severity of the reactions, and the induction of immediate wheal-and-flare reactions after intradermal injection of anaphylatoxins in healthy volunteers [52, 60,61,62]. The minimal amount of C3a, C4a, and C5a that induced the latter changes were 10 pmol, 1 nmol, and 40 fmol, respectively [52], implying stronger reactogenicity than that of histamine. These reactions were dose-dependent and reached maximum at 5-10 min after injection, which is a typical time course of anaphylaxis, too. Using the pig model described here, the causal role of anaphylatoxins in NP-induced HSRs was described in 1998-99 [15, 63], and since then, several lines of experimental evidence have proven the concept [18, 64, 65].
Experimental support for the involvement of C activation in HSRs to LNP-mRNA vaccines in the present study
This study provided two convergent lines of evidence for CARPA underlying the HSRs to Comirnaty. One is the rise of typical CARPA symptoms in pigs after i.v. administration of the vaccine, and the second is that Comirnaty can activate C in porcine serum in vitro.
Induction of CARPA symptoms by Comirnaty in vivo
It has been described in numerous previous publications that intravenous injection of liposomes and other NPs can trigger a unique tetrad of acute hemodynamic, hematological, skin, and biochemical changes including pulmonary hypertension, systemic hyper- or hypotension, tachy- or bradycardia with arrhythmia, granulopenia followed by granulocytosis, lymphopenia, thrombocytopenia, flushing, rash, and rises of plasma thromboxane B2, PAF, sC5b-9, leukotriene B2, and some others [15,16,17,18]. These physiological changes were reproduced by i.v. injection of Comirnaty in 6 pigs out of 14 with one anaphylaxis. Although the expressions of most symptoms were minor and transient, clinically inconsequential (except for anaphylaxis), their synchroneity, consistent direction, comparable duration, and association with rises of plasma thromboxane and anti-Comirnaty IgM provide a clear fingerprint of the CARPA tetrad, leaving no doubt about the model’s utility to study CARPA as a possible mechanism of HSRs to Comirnaty. However, we do not know why some pigs did and others did not show any physiological change in response to Comirnaty injections, so the factors enabling or disabling the reactions remain to be established.
Complement activation by Comirnaty
We found that Comirnaty is a strong C activator in pig serum at a concentration that may be relevant in vivo, as delineated in the next section. Here we address the mechanism of activation, which, in theory, can proceed via all three activation pathways. Namely, classical pathway activation may occur as a consequence of the binding of natural (or induced) antibodies to the phospholipid, cholesterol, and PEG molecules on the LNPs [21, 40, 66, 67], as well as the binding of C1q to the mRNA [68]. The positively charged (ionizable) lipids can activate C via the alternative pathway [69, 70], while the transcribed spike (S) protein can activate the lectin pathway [71]. Because the LNP-mRNA in Comirnaty is unstable at body temperature, and because the sheer stress upon injection may also cause the breakdown of some LNP-mRNAs [72], it is possible that disintegration of the LNPs could enhance C activation via increased exposure of the mRNA and/or other activating surfaces to C proteins.
The fact that PEGylated, mRNA containing LNPs can activate C is not new; it was described, among others, in human serum in vitro [73] and in rats and monkeys in vivo [74].
Despite this prior knowledge on C activation by nucleic acid-containing liposomes, C activation by Comirnaty, or any other COVID-19 vaccine, has to our best knowledge, not been described in the literature, although it may be vital for the vaccine’s immune-stimulatory action, and, hence, efficacy.
The relevance of Comirnaty reactions in pigs to the human vaccine reactions
Apart from the shock symptoms that represent a clear indication of the utility of the pig model to study the human anaphylaxis to Comirnaty, the fact that we injected multiple HVDs of Comirnaty i.v. instead of 1x HVD i.m. rightfully questions the human relevance of our data. The hypotheses below represent an attempt to reconcile the above dissimilarities and highlight how our observation could explain the human HSRs to the vaccine.
Opportunities for C activation by Comirnaty in vaccinated humans
In humans undergoing vaccinations with Comirnaty, C activation by the vaccine, if it occurs, could take place either locally, at the site of injection, and/or systematically, in plasma, after the vaccine or its disintegrated components get into the blood.
As for local activation, this possibility might appear counter-intuitive, since C activation is generally perceived as a chain reaction in plasma with all C proteins being present. However, as an inflammatory phenomenon, C activation might also occur in inflamed tissues, and the erythema, warmth, swelling, pain, induration, and/or tenderness at the injection site and its vicinity, which are signs of an inflammatory response, are frequent side effects of vaccinations [75, 76]. The process involves the accumulation of C proteins in the swollen tissue, partly from the inflammatory exudate which is rich in C proteins, and partly from the activated mast- and dendritic cells and infiltrating immune cells (lymphocytes, monocytes, and macrophages), which release C3, C5, factors B and D beside many other proinflammatory molecules [77]. Thus, the vaccine’s intrinsic capability for immune stimulation may entail the accumulation of C proteins at and around the site of vaccinations.
Whether or not they could be activated by the vaccine NPs, the fundamental finding in the present study that Comirnaty is a strong C activator in pig serum gives a “most likely” answer. These in vitro C activation experiments showed that the vaccine activates C at a phospholipid (DSPC) concentration of already 60 µg/mL (Fig. 5A). The phospholipid concentration in the injected 0.3 mL Comirnaty dose is 0.3 mg/mL, 5-fold above the above threshold of C activation in serum, and, as discussed above-, DSPC is not the only component in the vaccine that can activate C. Obviously, the initial vaccine NP concentration declines as the vaccine bolus gradually mix with the inflammatory exudate and the NPs bind to immune cells or exit via the lymph or blood vessels, but C activation could already start and reach a sufficient extent to produce reactogenic amounts of anaphylatoxins.
Beyond the local activation, the finding that the vaccine is a strong C activator raises the possibility that it also activates C in the blood, once the NPs exit the site of injection as delineated below.
Possible exit routes of LNPs and anaphylatoxins from the injection site into the circulation
As discussed above, the vaccine can induce an inflammatory reaction at the site of its injection. The associated increase in capillary permeability allows the transcapillary passage of ~ 100 nm NPs, a known precondition of the enhanced permeability and retention (EPR) phenomenon utilized in the therapy of cancer and inflammatory diseases with liposomal drugs [30, 78,79,80]. Considering the size of Comirnaty NPs (80–100 nm) [72], the reverse of EPR may occur allowing the vaccine NPs to get out from the tissue into the capillary bed. Then, the blood’s natural flow leads the way via the muscle venules into the axillary vein. Another exit route is the lymph, percolating the axillary lymph nodes to reach the vena cava via the thoracic duct. The same exit opportunities exist for locally formed anaphylatoxins with the benefit that anaphylatoxins are small glycopolypetides (C5a MW: 11.0–11.5 kDa) whose passage may be much less limited.
C activation-independent release of anaphylatoxins
The current paradigm in immunology is that anaphylatoxins are end products of C activation in plasma. However, this perception needs to be updated by the information that anaphylatoxins can get into the blood or intercellular spaces via direct cellular secretion following intracellular proteolysis of parent C proteins by cathepsin L and other proteases [77]. This effect was shown in activated T and other activated immune cells as a mechanism of autocrine and/or paracrine positive feedback amplification of inflammatory response. Taken together, there are numerous redundant, possibly additive mechanisms by which Comirnaty or other similar NPs could lead to anaphylatoxin release into the blood.
Can anaphylatoxin activity explain HSRs?
Once in blood, the next question is whether the amount of circulating anaphylatoxins is sufficient for triggering a systemic reaction? It should be remembered in this regard that the anaphylatoxins C3a and C5a are the most potent permeability factors and mast cell degranulation inducers yet described [60], exerting substantial hemodynamic changes in the nM (> 1 ng C5a/mL blood) concentration range [81, 82]. Consistent with this fact, earlier pig studies showed that iv. injection of 10 ng/kg rhuC5a (~0.2 ng/mL plasma) in pigs, despite of species difference, triggered a visible drop in SAP, while a thousand-fold larger dose induced massive pulmonary hypertension with bradyarrhythmia, apnea, and cardiac arrest, requiring resuscitation [20]. The human data on the dose dependence of the skin effects of anaphylatoxins were discussed above, 40 fmole (0.44 ng) C5a being the lowest dose that caused wheel and flare reaction in the skin. Taken together, these data suggest that nano-to-microgram amounts of anaphylatoxins released in blood might contribute to the HSRs and anaphylaxis.
In addition to local activation of C, the finding that the vaccine is a strong C activator raises the possibility that despite substantial dilution in plasma, C activation could also occur after the vaccine NPs reach the blood because of reverse EPR, as described above or accidental injection into a small blood vessel. In the latter case, if the whole amount of the vaccine gets rapidly in blood, the situation corresponds to the response of pig no. 1, which displayed a minor, but a clear reaction to the HVD of Comirnaty.
Possible explanation of the rarity of vaccine-induced anaphylaxis
We have pointed out previously that C activation may be a co-trigger in certain (but not all) pseudoallergies, it may be the sole cause only in case of overwhelming anaphylatoxin production or extreme sensitivity for anaphylatoxin effects [18, 21, 64, 65, 83,84,85]. This concept is articulated by the “double hit” hypothesis [13, 16], postulating that pseudo-allergic reactions arise when two or more reaction triggers simultaneously “hit” on immune cells, one being the binding of anaphylatoxins to their receptors and another is the direct binding of another trigger molecule to toll-like and/or other inflammatory surface or intracellular receptors.
Considering the differential secretion of cytokines and other signaling molecules by immune cells in response to different immune stimulants in different people [86, 87], there is already individual variation in the response of blood immune cells to direct activation by PEGylated nano drugs. Likewise, C activation and anaphylatoxin clearance show substantial individual variation. If the intense release of vasoactive allergy mediators (allergomedins) that cause anaphylaxis requires synergistic activation of two or more signal transduction pathways in allergy mediating cells (mast cells, basophils, and macrophages), the rarity of CARPA and occasionality of pseudo-anaphylaxis could be explained with the low chance of coincidental stimulation of synergizing activation pathways. With a stretch of imagination, the C system lives up to its name in the double-hit hypothesis in as much as it “complements” the direct allergen hit on allergy mediating cells, just as it complements the antibodies in their cytotoxic function, motivating Paul Ehrlich in 1899 to call the system “complement” [88].
The roles of anti-PEG and anti-Comirnaty IgM
We expected that immunization with Comirnaty would accelerate HSRs, just as immunization of pigs with Doxebo accelerated a minor reaction to Doxil into lethal anaphylactic shock due to anti-PEG IgM induction [21]. In fact, the pig that underwent anaphylaxis was immunized with Comirnaty i.v. 2 weeks before, but the absence of similar reaction in the other 2 animals in the same group, and the relatively low anti-PEG IgM (Table 1) in that animal argued against a causal role of anti-PEG IgM in the HSRs under the conditions of the present study. Nevertheless, these data do not exclude a causal or contributing role of anti-PEG antibodies under other conditions, or more effective immunization. Here we used 30-times less PEG than applied in the referred study [21], furthermore, the antigen that we used in the ELISA was not the same PEG conjugate that is present in the vaccine, which may reduce the specificity and sensitivity of the test. Indeed, the ELISA that used the whole vaccine as antigen did show a contributing role of reactive IgM to HSRs, but the titers were still far below the anaphylaxis-inducing anti-PEG IgM levels in our PEGylated liposome study [21]. Based on these preliminary data, low-level antibody-mediated C activation may be a contributing, but not rate-limiting factor in the HSRs to Comirnaty.
Porcine CARPA as a disease model
The information that Comirnaty, safely administered to hundreds of millions can cause in pigs immune-mediated circulatory and hematological abnormalities, including anaphylaxis, may lead to questioning the suitability of pigs for such studies. However, as stressed previously [18, 65], the porcine “CARPA model” is not a toxicology model; it represents a disease model, that of allergy to i.v administered nanoparticulate drugs and diagnostics, most frequently liposomes. It was used to show the capability of Doxebo [45, 89], an anti-C5a antibody and indomethacin to inhibit these reactions [15] and for developing safe administration protocols for Onpattro [90] and a prednisolone-containing PEGylated liposome [91]. If the porcine CARPA model proves to be valid for studying the HSRs to Comirnaty, it can provide solutions how to prevent this problem hopefully not only for Comirnaty but all other reactogenic drugs and vaccines. Importantly, the recognition that the rare HSRs to mRNA vaccines represent pseudoallergy is on the rise [10, 55, 92, 93].
Outlook
Because of their rare occurrence, HSRs and anaphylaxis to Comirnaty and other COVID-19 vaccines present a small risk that gives no reason for questioning the overall safety of these vaccines. The worry lies in the individual health and other consequences for those inflicted, potentially in the order of thousands if not tens of thousands worldwide, in light of the large number of immunizations (over a billion) worldwide and high prevalence of allergic (atopic) constitution. These reactions also raise concern on the safety of repeated vaccinations in the face of new variants, due to the potential immunogenicity of the LNP-mRNA construct inducing anti-PEG and perhaps other reactogenic, self-neutralizing antibodies. These considerations call for effective resolution of the problem before it gets more public attention feeding into vaccine hesitancy [94]. Finding a solution in the pig model described here may help to prevent this problem.
The strong C activation by Comirnaty was an unexpected finding in this study in the face of immense attention to the various immune effects of this vaccine. However, it should not be viewed only as undesirable, as C activation may be an essential contributor to the antiviral immunogenicity of Comirnaty, just as it is for other vaccines [95,96,97,98]. Complement is known to bridge innate and specific immunity [99, 100], thus, beyond providing first-line defense against the virus and causing harmful immune reactions, it can also be indispensable for efficient long-term immune protection. It will be intriguing to learn about all these different facets of the C system in the context of SARS-COV-2, Comirnaty, and other vaccines.
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Acknowledgements
The authors are grateful to Marieluise Wippermann (TECO Medical, Sissach, Switzerland) for providing the porcine C3a kits. The expert veterinary support of Attila Balázs Dobos DVM and technical support of Katalin Simay and Henriett Biró is gratefully acknowledged.
Funding
Open access funding provided by Semmelweis University. The financial support by the European Union Horizon 2020 projects 825828 “Expert” and 952520 “Biosafety” are acknowledged. This project was also supported by a grant from the National Research, Development, and Innovation Office (NKFIH) of Hungary (2020–1.1.6-JÖVŐ-2021–00013). JS thanks the support by the Applied Materials and Nanotechnology Center of Excellence, Miskolc University, Miskolc, Hungary.
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The authors affiliated with SeroScience LLC are involved in the company’s contract research service activity providing studies that were applied here. Those affiliated with TECO are involved in the development of ELISAs, such as the porcine C3a applied in the present study. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.
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The following relevant references came to the attention of the authors after acceptance of the paper and before electronic publication:
1) Shavit et al., Prevalence of Allergic Reactions After Pfizer-BioNTech COVID-19 Vaccination Among Adults With High Allergy Risk (https://jamanetwork.com/ on 01 /28/2022). The paper reports 6 allergic events in 8102 allergic patients (0.07 %, or 1/1,350), and 3 anaphylaxis in 429 “highly allergic” people (0.7%, or 1/143).
2) Kounis et al., Allergic Reactions to Current Available COVID-19 Vaccinations: Pathophysiology, Causality, and Therapeutic Considerations. Kounis et al., Vaccines 2021, 9, 221. https://doi.org/10.3390/vaccines9030221https://www.mdpi.com/journal/vaccines. The review discusses, among others, polyethylene glycol and polysorbate 80-induced complement activation and the different mechanisms of mast cell degranulation underlying vaccine-induced allergic reactions, including direct activation and anaphylatoxin actions.
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Dézsi, L., Mészáros, T., Kozma, G. et al. A naturally hypersensitive porcine model may help understand the mechanism of COVID-19 mRNA vaccine-induced rare (pseudo) allergic reactions: complement activation as a possible contributing factor. GeroScience 44, 597–618 (2022). https://doi.org/10.1007/s11357-021-00495-y
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DOI: https://doi.org/10.1007/s11357-021-00495-y