Abstract
The impact of Coronavirus Disease 2019 (COVID-19) mRNA vaccination on pregnancy and fertility has become a major topic of public interest. We investigated 2 of the most widely propagated claims to determine (1) whether COVID-19 mRNA vaccination of mice during early pregnancy is associated with an increased incidence of birth defects or growth abnormalities; and (2) whether COVID-19 mRNA-vaccinated human volunteers exhibit elevated levels of antibodies to the human placental protein syncytin-1. Using a mouse model, we found that intramuscular COVID-19 mRNA vaccination during early pregnancy at gestational age E7.5 did not lead to differences in fetal size by crown-rump length or weight at term, nor did we observe any gross birth defects. In contrast, injection of the TLR3 agonist and double-stranded RNA mimic polyinosinic-polycytidylic acid, or poly(I:C), impacted growth in utero leading to reduced fetal size. No overt maternal illness following either vaccination or poly(I:C) exposure was observed. We also found that term fetuses from these murine pregnancies vaccinated prior to the formation of the definitive placenta exhibit high circulating levels of anti-spike and anti-receptor-binding domain (anti-RBD) antibodies to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) consistent with maternal antibody status, indicating transplacental transfer in the later stages of pregnancy after early immunization. Finally, we did not detect increased levels of circulating anti-syncytin-1 antibodies in a cohort of COVID-19 vaccinated adults compared to unvaccinated adults by ELISA. Our findings contradict popular claims associating COVID-19 mRNA vaccination with infertility and adverse neonatal outcomes.
The impact of COVID-19 mRNA vaccination on pregnancy and fertility has become a major topic of public interest. This study shows that after inoculation of pregnant mice with COVID mRNA vaccines, no birth defects or growth restrictions were found, and no induction of anti-syncytin-1 antibodies was detected in a longitudinal human cohort compared to unvaccinated volunteers.
Introduction
Pregnant women are at increased risk for severe Coronavirus Disease 2019 (COVID-19) with higher rates of hospitalization, intensive care, and death compared to nonpregnant women [1–7]. However, pregnant women were not included in the initial COVID-19 vaccine trials, leading to a lack of data on vaccine-associated benefits or adverse events in this population [8]. While the first COVID-19 vaccine trials in pregnant women are now underway, over 218,000 women in the United States have self-identified to the Centers for Disease Control and Prevention (CDC) v-safe COVID-19 Pregnancy Registry as having received some form of the vaccine during pregnancy. The mRNA vaccines, Pfizer-BioNTech’s BNT162b2 and Moderna’s mRNA-1273, represent the majority of these immunization events as they were the first to receive emergency use authorization in the United States. Preliminary studies of these data found no serious safety concerns to maternal or fetal health associated with mRNA vaccination, but these early analyses were most limited in their assessment of vaccination events during the first and second trimesters due to ongoing pregnancies [9,10]. These findings from the CDC are notably consistent with the conclusions from other studies supporting the safety of COVID-19 mRNA vaccination during pregnancy [11,12].
Even as more data accumulate supporting the safety of the mRNA COVID-19 vaccines in pregnant and nonpregnant individuals alike [13,14], public perception of the risk surrounding vaccination has been impacted by the rapid proliferation of numerous theories that lack confirmatory data or overtly misrepresent the current evidence. Women are more likely than men to be vaccine hesitant [15], and a number of these unconfirmed speculations target women’s health issues specifically, spreading fear about pregnancy, breastfeeding, and fertility post-vaccination. Concerns about safety and efficacy remain the most highly cited reasons for COVID-19 vaccine hesitancy in reproductive age and pregnant women [16–18]. Meanwhile, public health recommendations for pregnant women in particular continue to evolve with more data, further complicating the process of vaccine acceptance [19].
Concerns about the impact of mRNA COVID-19 vaccination on future fertility are a major source of vaccine hesitancy in nonpregnant women. One of the most frequently noted concerns is that maternal antibodies generated against the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) spike protein in response to vaccination could result in cross-reactivity to the retrovirus-derived placental protein, syncytin-1 [20]. Syncytin-1 is encoded by the human endogenous retrovirus W (HERV-W) gene and is involved in trophoblast fusion during placental formation [21]. There is limited homology between syncytin-1 and spike protein of SARS-CoV-2, and this is likely not sufficient to mediate cross-reactivity of vaccine-induced anti-spike antibodies to syncytin-1. Furthermore, many women at this stage in the pandemic have conceived following both COVID-19 infection and COVID-19 vaccination, with no reports of reduced fertility. Despite the absence of supporting evidence [22–26], the link between the COVID-19 mRNA vaccines and infertility persists, undermining mass vaccination campaigns worldwide.
Amidst public pressure and media scrutiny surrounding the potential risks of vaccination during pregnancy, the beneficial effects of vaccination on the fetus in utero have received far less attention. Recent evidence has linked COVID-19 vaccination during the third trimester with improved maternal and neonatal outcomes [27]. Following natural infection with SARS-CoV-2, maternal antibodies against SARS-CoV-2 readily cross the placenta [28,29]. Likewise, recent studies have found anti-SARS-CoV-2 antibodies in human infant cord blood samples following vaccination during pregnancy, suggesting vaccine-induced protection by maternal antibodies is conferred across the maternal–fetal interface, but again data on the impact of immunization during the earliest stages of pregnancy in the first trimester are most limited [30–33]. Maternal transfer of antibody-mediated protection to the infant following COVID-19 vaccination can additionally occur via breastmilk in nursing women [34–37].
Mouse models permit an investigation of vaccine effects at defined points of organogenesis at the earliest periods of pregnancy, time points at which many women do not yet know they are pregnant. Vaccine doses can also be administered to mice at concentrations many times greater than that used in humans to maximize the probability of eliciting and observing any potential teratogenic effects. In this study, we investigated the impact of mRNA-1273 vaccination during early pregnancy using a mouse model to screen for birth defects and quantified circulating antibodies in mother and fetus at the end of gestation. Finally, using human samples, we analyzed the effect of mRNA-1273 (Moderna) and BNT162b2 (Pfizer-BioNTech) vaccination, alone or in combination with CoronaVac (Sinovac) priming, on circulating anti-syncytin-1 antibody levels to address infertility speculation.
Results
Vaccination of pregnant mice during early pregnancy with mRNA-1273 does not lead to fetal birth defects or differences in fetal size
To determine whether COVID-19 mRNA vaccination during early pregnancy leads to birth defects in mice, pregnant dams were subjected to intramuscular (IM) injection of 2 μg mRNA-1273 at E7.5, and fetuses were harvested at term but prior to birth at E18.5 to assess phenotypes. We chose this early time point of pregnancy for vaccination, as previous studies have demonstrated particular vulnerability to the development of fetal defects by stimulating maternal innate immune responses during this gestational period [38–43]. We injected a very large dose of mRNA vaccine, 2 μg mRNA-1273 in an average mouse weighing 25 g corresponding to over 50 times the μg vaccine per g weight administered to humans, to ensure we would detect impact of vaccine on the developing fetus, if any. We did not observe any birth defects in either vaccine-exposed or PBS-treated control litters (Fig 1A and 1B). Fetal length and weight measured directly prior to birth at E18.5, or term prior to parturition, were also not impacted by maternal vaccination during early gestation (Fig 1C and 1D).
Administration of polyinosinic-polycytidylic acid (poly(I:C)), a double-stranded RNA mimic and potent TLR3 agonist, induces maternal immune activation and results in fetal growth restriction and fetal demise in rodents [43–45]. Compared to mRNA-vaccinated and control groups, maternal injection IM with a high dose of 50 μg poly(I:C) at E7.5 resulted in decreased fetal crown-rump length and weight at E18.5. No birth defects were seen following IM delivery of poly(I:C).
Anti-SARS-CoV-2 antibodies are detected in fetal circulation at term following maternal vaccination in early pregnancy
We tested whether COVID-19 mRNA vaccination in early murine pregnancy, prior to the establishment of the definitive placenta, can induce anti-SARS-CoV-2 antibodies that cross the maternal–fetal interface and protect the fetus later in pregnancy at the time of parturition. Pregnant dams were vaccinated IM with mRNA-1273 at E7.5, and both maternal and fetal sera were analyzed 11 days post-vaccination at E18.5, prior to birth. Both maternal and fetal sera from vaccinated pregnancies contained high levels of circulating antibodies against SARS-CoV-2 spike (anti-S) and RBD (receptor-binding domain (anti-RBD)) by ELISA as compared to maternal and fetal sera from PBS-injected pregnancies (Fig 2).
COVID-19 vaccination does not induce anti-syncytin-1 antibodies in vaccinated people
We quantified levels of anti-syncytin-1 antibodies in human sera from a cohort of unvaccinated and vaccinated adult volunteers [46] to determine whether vaccination status is associated with anti-syncytin-1 antibodies. To calculate the concentration of anti-syncytin-1 antibodies, we generated a standard curve using a commercially available monoclonal antibody (S1 Fig).
Samples from healthy, unvaccinated healthcare workers (HCWs) who tested negative for SARS-CoV-2 by PCR (HCW[PCR-, Pre-Vax]) were used to assess anti-syncytin-1 levels in a healthy, normal population prior to vaccination. Using a kernel distribution estimate to determine the normal range of anti-syncytin-1 antibodies in these healthy controls, the upper limit of normal anti-syncytin-1 levels was found to be 26.7 ng/ml in this group.
We then analyzed anti-syncytin-1 levels in a previously collected cohort of patients with systemic lupus erythematosus (SLE) [47]. SLE is a complex disease with variable presentation that is associated with ERV dysregulation and elevation in anti-ERV envelope antibodies [47]. We detected 2 SLE patients with highly elevated anti-syncytin-1 antibody levels above the normal range, while the remainder were negative (Fig 3).
Next, we compared serum levels of anti-syncytin-1 antibodies in matched samples from individuals in 2 independent COVID-19 vaccination cohorts, before and after receiving an mRNA vaccine. The first cohort (Yale HCW) was analyzed at 3 time points: (1) pre-vaccination; (2) 7 days post-vaccination (second dose); and (3) 28 days post-vaccination (second dose) with either mRNA-1273 or BNT162b2. The 2 latter time points correspond with the highest titers of anti-SARS-CoV-2 antibodies, peaking at 7 days post-vaccination with the second dose [46]. The second cohort (DR) had already received 2 doses of the CoronaVac inactivated whole-virion vaccine and was evaluated for anti-syncytin-1 levels before and after a booster vaccination with BNT162b2 using 3 time points: (1) pre-booster vaccination (previously CoronaVac-vaccinated); (2) 7 days post-booster vaccination; and (3) 28 days post-booster vaccination.
In both cohorts examined, administration of mRNA vaccine (either primary series or as a booster to CoronaVac) was not associated with any differences in anti-syncytin-1 immunoglobulin G (IgG) levels at 7 and 28 days post-vaccination as compared to matched samples pre-vaccination and unvaccinated SARS-CoV-2-negative controls (Fig 3). No samples from either the unvaccinated and COVID-19 mRNA-vaccinated groups exhibited anti-syncytin-1 antibody levels outside of the normal range.
We also compared levels of anti-syncytin-1 IgG during acute COVID-19 disease in pregnant and nonpregnant patients. We did not detect significant levels of anti-syncytin-1 antibodies during the acute phase of SARS-CoV-2 infection in either group (S2 Fig).
Discussion
Public fear surrounding the consequences of vaccination on pregnancy and fertility remains an ongoing source of vaccine hesitancy during the COVID-19 pandemic. Here, we demonstrate in a mouse model that IM injection of the mRNA-1273 vaccine during early pregnancy does not induce birth defects and does not lead to differences in fetal size at birth. These findings are consistent with CDC data in humans that found no congenital anomalies following vaccination in the first trimester or periconception periods, although these numbers were limited [9]. More extensive data on vaccination during the second and third trimesters have similarly shown a high safety profile with no increase in adverse outcomes [9]. Our results did not uncover overt fetal defects in mice exposed to early pregnancy vaccination with an mRNA-1273 dose approximately 50 times greater than that used in humans. The vaccine dosage used in these murine studies (2 μg total or 0.08 μg mRNA-1273 per gram weight in a 25 g mouse) are over 50 times the dose by weight used in humans (100 μg regardless of weight or 0.00125 μg mRNA-1273 per gram weight for average individual of 80 kg in the United States). We specifically chose this high dose to test whether COVID-19 mRNA vaccine has any potential deleterious effects on pregnancy. Our data demonstrated no negative impact of the vaccine on the pregnant dam or the developing fetus at this early time point in gestation.
IM administration of poly(I:C), a synthetic double-stranded RNA, to pregnant dams at the same time point in early pregnancy also did not result in birth defects. However, poly(I:C)-treated pregnancies were associated with decreased fetal size by crown-rump length and weight at the end of gestation.
The observed differences in fetal outcomes for mRNA vaccine-treated pregnancies and poly(I:C)-treated pregnancies may be attributed to key differences in the immune response induced. The mRNA vaccines, including mRNA-1273, are designed to exhibit reduced immunogenicity with targeted modifications such as N1-methylpseudouridine (m1Ψ) substitutions that decrease TLR3 activation [48]. In contrast, poly(I:C) leads to the robust activation of innate immune sensors such as TLR3. It is well established that poly(I:C) or viral infection during early pregnancy in mice leads to fetal growth restriction and demise [44,49,50]. In contrast, even at high doses, mRNA vaccine resulted in no negative impact on the developing fetus. These findings further suggest that the immune response generated after mRNA vaccination is safer in pregnancy than the immune response to SARS-CoV-2 infection, which is known to elicit a robust inflammatory signature at the maternal–fetal interface [51].
Our data also demonstrated that pregnant dams vaccinated during early pregnancy, prior to the establishment of the definitive placenta and fetal circulation, subsequently confer protective antibodies to the in utero fetus up to the time of birth. These findings are consistent with human studies showing the presence of SARS-CoV-2 vaccine-induced antibodies in cord blood following delivery and limited data on first trimester vaccination [30–33].
Recent studies suggest that the timing of vaccination during pregnancy may be important for the efficiency of transplacental transfer of antibodies from mother to fetus, with some pointing to a beneficial impact of vaccination earlier in pregnancy during the second or early third trimester compared to later in the third trimester [52–57]. Though many women have now received COVID-19 vaccinations in the first trimester, few studies had previously been able to focus on immunization during these earliest time points, often before individuals are aware of a pregnancy. Given this interest, continuation of this work is thus necessary to comprehensively investigate both the safety and potential of earlier vaccination schedules.
Limitations of our mouse model of vaccination include the use of a single dose of mRNA-1273 during pregnancy, whereas the full vaccine schedule in humans is 2 doses approximately 28 days apart, longer than the murine gestation period. While this study provides the first step in establishing safety for early vaccine approaches in pregnancy, we surveyed litters only for overt birth defects and size at E18.5. Findings of this work await validation with results from the ongoing human studies of vaccination during the first trimester. Our study does not capture potential effects of mRNA vaccination timing during late gestation.
Finally, using human data, we demonstrated that circulating anti-syncytin-1 antibodies are not increased following COVID-19 mRNA vaccination with either mRNA-1273 or BNT162b2 in 2 independent cohorts with a total of 96 participants, using matched samples collected over time. Notably, we did not detect elevated anti-syncytin-1 antibody levels in any samples from our vaccinated cohorts, and the prevalence of anti-syncytin-1 autoimmunity appears to be low. Even in a population at high risk for anti-ERV autoimmunity, only 2 out of 27 individuals with SLE were found to exhibit anti-syncytin-1 levels above the normal threshold. These findings represent the largest study of anti-syncytin-1 antibody status in individuals receiving the COVID-19 mRNA vaccines to date and add to the mounting evidence that a syncytin-1-based mechanism of infertility by mRNA vaccination against SARS-CoV-2 spike protein is not supported by scientific observations [20,22,23].
Millions of women and pregnancies continue to be impacted by the ongoing COVID-19 pandemic and by vaccine hesitancy. In the absence of complete clinical trial data, many women are choosing to vaccinate during pregnancy after weighing the risks and benefits of their situation. Meanwhile, many young women are refusing vaccination as a result of misinformation surrounding fertility. Thus, filling in gaps of knowledge, particularly surrounding vaccination in early pregnancy, and directly combatting misinformation are more imperative than ever. This study thus provides a reassuring view of the safety and protection provided following COVID-19 mRNA vaccination during early pregnancy within a mouse model. We demonstrate the absence of anti-syncytin-1 antibodies in our cohort of vaccinated adults, discrediting one of the most widespread infertility myths surrounding COVID-19 vaccination. Future work must be expanded to examine the impact of vaccination at all gestational ages and continue to provide data that can address public concerns about vaccine safety in all populations.
Methods
Ethics statement
Animal care and protocol were approved by the Yale University Office of Animal Research Support (Protocol #2021–10365), with an approved Animal Welfare Assurance (A3230-01) on file with the Office of Laboratory Animal Welfare.
All research involving human participants was conducted according to the principles expressed in the Declaration of Helsinki with written or oral consent provided. Protocols were approved by the Yale Human Research Protection Program Institutional Review Board in the United States and by the National Bioethics Committee of the Dominican Republic (CONABIOS) in the Dominican Republic.
Timed mating and injections
C57BL/6J mice were mated overnight, and females were checked for the presence of seminal plugs each morning, designated E0.5. On E7.5, pregnant mice were anesthetized and subjected to a single IM injection into the thigh muscle of the hind limb with 50 μl volume of PBS, 2 μg of mRNA-1273, or 50 μg poly(I:C). Vaccigrade HMW poly(I:C) (#vac-pic; InvivoGen, USA) was prepared at 1 mg/ml at room temperature (RT) and stored at ‒20°C, then thawed to RT prior to injection.
Harvest of fetuses, fetal serum collection, and fetal measurements
On E18.5, prior to birth, pregnant dams were anesthetized by isofluorane inhalation, and cervical dislocation was performed. Fetuses were individually dissected from the pregnant uterus, rinsed 3 times in PBS, and patted dry on Kimwipes. During harvest, fetuses remained intact and were separated from the placenta. Fetuses were then measured, weighed, and assessed for birth defects such as missing eye(s) and neural tube defects. Fetal blood was collected from the trunk following decapitation and allowed to clot for 1 hour at RT before 2 rounds of centrifugation at 10,000 × g for 10 minutes at 4°C. Serum was collected and stored at ‒80°C.
All statistical analyses comparing fetal viability and growth measurements were performed with GraphPad Prism 8.4.3 software. Before assessing the statistical significance, Shapiro–Wilk normality test was used to confirm Gaussian distribution of the fetal weights and crown-rump lengths. Afterwards, the data were analyzed with Brown–Forsythe and Welch ANOVA tests for multiple comparisons between the PBS, poly(I:C), and Moderna mRNA-1273 treatments (*: p ≤ 0.05; **: p ≤ 0.01; ***: p ≤ 0.001; ****: p ≤ 0.0001).
Anti-SARS-CoV-2 antibody measurements
ELISAs were performed as previously described [58]. In short, Triton X-100 and RNase A were added to serum samples at final concentrations of 0.5% and 0.5 mg/ml, respectively, and incubated at RT for 30 minutes before use, to reduce risk from any potential virus in serum. The 96-well MaxiSorp plates (#442404; Thermo Fisher Scientific, USA) were coated with 50 μl/well of recombinant SARS Cov-2 STotal (#SPN-C52H9-100ug; ACROBiosystems, USA), S1 (#S1N-C52H3-100ug; ACROBiosystems, USA), and RBD (#SPD-S52H6-100ug; ACROBiosystems, USA) at a concentration of 2 μg/ml in PBS and were incubated overnight at 4°C. The coating buffer was removed, and plates were incubated for 1 hour at RT with 200 μl of blocking solution (PBS with 0.1% Tween-20, 3% milk powder). Plasma was diluted serially 1:100, 1:1,000, and 1:10,000 in dilution solution (PBS with 0.1% Tween-20, 1% milk powder) and 100 μl of diluted serum was added for 2 hours at RT. Human anti-spike (anti-S) and anti-receptor-binding domain (anti-RBD) antibodies were serially diluted to generate a standard curve. Plates were washed 3 times with PBS-T (PBS with 0.1% Tween-20) and 50 μl of HRP anti-Human IgG Antibody (1:5,000, #A00166; GenScript, USA) diluted in dilution solution added to each well. After 1 hour of incubation at RT, plates were washed 6 times with PBS-T. Plates were developed with 100 μl of TMB Substrate Reagent Set (#555214; BD Biosciences, USA), and the reaction was stopped after 5 minutes by the addition of 2 N sulfuric acid. Plates were then read at a wavelength of 450 nm and 570 nm.
Human plasma collection and cohort selection
Plasma was collected from HCW volunteers who received the mRNA vaccine (Moderna mRNA-1273 or Pfizer-BioNTech BNT162b2) between November 2020 and January 2021 as approved by the Yale Human Research Protection Program Institutional Review Board (IRB Protocol ID 2000028924). None of the participants experienced serious adverse effects after vaccination. HCWs were followed serially post-vaccination, and samples were collected at baseline (prior to vaccination), and 7 and 28 days post-second vaccination dose. Blood acquisition was performed and recorded by a separate team. Female HCWs age 55 and under were selected, along with 3 male controls. Plasma samples from patients experiencing acute infection with SARS-CoV-2 ranging from asymptomatic to severe disease, including 6 pregnant patients, were selected from the previously described Yale IMPACT study, approved by the Yale Human Research Protection Program Institutional Review Board (FWA00002571, IRB Protocol ID 2000027690) [59]. Matched uninfected, unvaccinated HCW were also analyzed.
Plasma was collected from adult participants who received the mRNA vaccine Pfizer-BioNTech BNT162b2 between July 30 and August 27, 2021, at least 4 weeks after 2 doses of CoronaVac inactivated whole-virion vaccine, as approved by the National Bioethics Committee of the Dominican Republic (CONABIOS). All participants provided consent to enroll in this observational study. None of the participants experienced serious adverse effects after vaccination. Participants were followed serially post-vaccination, and samples were collected at baseline (prior to mRNA-booster, after 2 CoronaVac doses), and 7 and 28 days post mRNA booster. Demographic information was aggregated through a systematic review, and blood acquisition was performed and recorded by a separate team. Plasma samples were sourced from Dominican Republican participants and were shipped to Yale University. Thirty-six female participants age 50 and under were selected for this study, along with 5 male controls.
Finally, plasma from previously described [47] patients with SLE was used as a positive control. Female patients under the age of 60 were selected, as well as 1 male SLE patient. SLE patients were recruited from the rheumatology clinic of Yale School of Medicine and Yale New Haven Hospital in accordance with a protocol approved by the Yale Human Research Protection Program Institutional Review Board (IRB Protocol ID 0303025105). The diagnosis of SLE was established according to the 1997 update of the 1982 revised American College of Rheumatology criteria [60,61]. After obtaining informed consent, peripheral blood was collected in EDTA tubes from human participants, and plasma was extracted upon centrifugation. Plasma were stored at −80°C. All patients had SLE according to the American College of Rheumatology criteria for classification of SLE.
Isolation of human plasma
Whole blood from HCW was collected in heparinized CPT blood vacutainers (#BDAM362780; BD, USA) and kept on gentle agitation until processing. All blood was processed on the day of collection in a single step standardized method. Plasma samples were collected after centrifugation of whole blood at 600 × g for 20 minutes at RT without brake. The undiluted plasma was transferred to 15-ml polypropylene conical tubes, and aliquoted and stored at −80°C for subsequent analysis.
Anti-syncytin-1/HERV-W antibody measurements
The 96-well MaxiSorp plates (#442404; Thermo Fisher Scientific, USA) were coated with 20 ng per well of human syncytin-1 recombinant protein (#H00030816-Q01; Abnova, Taiwan) in PBS and were incubated overnight at 4°C. The coating buffer was removed, and plates were blocked overnight at 4°C with 250 μl of blocking solution (PBS with 0.1% Tween-20, 3% milk powder). Plasma was diluted 1:800 in dilution solution (PBS with 0.1% Tween-20, 1% milk powder), and 100 μl of diluted plasma was added for 1 hour at RT. Mouse Anti-HERV-W monoclonal antibody (#H00030816-M06; Abnova, Taiwan) was serially diluted to generate a standard curve. All samples were plated in duplicate. Plates were washed 3 times with PBS-T (PBS with 0.1% Tween-20), and 50 μl of HRP anti-Human IgG Antibody (#A00166; GenScript, USA) diluted 1:5,000 in dilution solution were added to each well. Approximately 50 μl of HRP anti-Mouse IgG1 Antibody (#1070–05; SouthernBiotech, USA) diluted 1:3,000 in dilution solution were added to each standard well. After 1 hour of incubation at RT, plates were washed 6 times with PBS-T. Plates were developed with 50 μl of TMB Substrate (#00-4201-56; Invitrogen, USA), and the reaction was stopped after 10 minutes by the addition of 50 μl 2 N sulfuric acid. Plates were then read at a wavelength of 450 nm and 570 nm. To fit the standard curve, mean absorbance (OD450nm) was plotted against known antibody concentration to generate a standard curve. Best fit was determined using asymmetrical sigmoidal 5-parameter least-squares fit in GraphPad Prism 9.2.0. Projected antibody concentrations were interpolated using this fit.
To determine the normal range of anti-syncytin-1 antibodies found in healthy, pre-vaccination individuals, a kernel distribution estimate curve was plotted on a histogram of all anti-syncytin-1 antibody levels found in the HCW (PCR-, Pre-Vax) group. The maximum of this distribution was found to be 26.7, and plotted accordingly.
Statistical significance (p) was determined using nonparametric Kruskal–Wallis test followed by Dunn’s multiple comparisons test for matched samples across vaccination time points (Fig 3), and by nonparametric Mann–Whitney test to compare each individual cohort to uninfected, unvaccinated HCW controls or to SLE patients (Figs 3 and S2). All analyses were 2-tailed and carried out in GraphPad Prism 9.2.0.
Supporting information
Acknowledgments
We thank all volunteers who generously participated in this study. We also thank the Yale IMPACT Team for their contribution to this research.
Abbreviations
- anti-RBD
anti-receptor-binding domain
- anti-S
anti-spike
- CDC
Centers for Disease Control and Prevention
- COVID-19
Coronavirus Disease 2019
- HCW
healthcare worker
- IgG
immunoglobulin G
- IM
intramuscular
- poly(I:C)
polyinosinic-polycytidylic acid
- RT
room temperature
- SARS-CoV-2
Severe Acute Respiratory Syndrome Coronavirus 2
- SLE
systemic lupus erythematosus
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
This work was supported by the National Institutes of Health (https://www.nih.gov/) grants F30HD093350 (ALC), T32GM007205 (ALC), and T32AI007019 (AT), and by the Howard Hughes Medical Institute (https://www.hhmi.org/) (AI). VSM is supported by the CAPES-Yale program (https://medicine.yale.edu/bbs/training/initiatives/capes/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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