Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2023 Nov 18;13:20213. doi: 10.1038/s41598-023-47611-w

Humoral immunogenicity assessment after receiving three types of SARS-CoV-2 vaccine

Niloofar Najafi 1, Hoorieh Soleimanjahi 1,, Lida Moghaddam-Banaem 2, Mohammad Reza Raoufy 3, Shadab Shahali 2, Anoshirvan Kazemnejad 4, Zeynab Nasiri 1
PMCID: PMC10657424  PMID: 37980441

Abstract

Several vaccines have been developed against SARS-CoV-2 and subsequently approved by national/international regulators. Detecting specific antibodies after vaccination enables us to evaluate the vaccine’s effectiveness. We conducted a prospective longitudinal study among members of Tarbiat Modares University of Tehran, Iran, from 4 September 2021 until 29 December 2021. We aimed to compare the humoral immunogenicity of 3 vaccine types. Participants consisted of 462 adults. Anti-SARS-CoV-2 receptor-binding domain [RBD] IgG titer was compared in 3 groups, each vaccinated by available vaccines in Iran at the time: Oxford/AstraZeneca, COVIran Barekat, and Sinopharm. The median IgG titer was: 91.2, 105.6, 224.0 BAU/ml for Sinopharm, COVIran Barekat and Oxford/AstraZeneca respectively after the first dose; 195.2, 192.0, 337.6 BAU/ml after the second one. We also analyzed the frequency of antibody presence in each vaccine group, in the same order the results were 59.0%, 62.6% and 89.4% after the first dose and 92.1%,89.5% and 98.9% after the second. The comparison of results demonstrated that AstraZeneca vaccine is a superior candidate vaccine for COVID-19 vaccination out of the three. Our data also demonstrated statistically significant higher antibody titer among recipients with an infection history.

Subject terms: Inactivated vaccines, Live attenuated vaccines, SARS-CoV-2

Introduction

The COVID-19 outbreak was first documented in December, 2019 in Wuhan, China. According to World Health Organization (WHO) report Sars-Cov-2 virus had already caused 771,549,718 confirmed cases of COVID-19 and 6,974,473 deaths, by October 25th 2023. As of October 21th 2023, a total of 13,533,465,652 vaccine doses were administered worldwide. meanwhile in Iran, morbidity and mortality rates were 7,619,981 and 146,480 respectively. A total of 155,445,801 vaccine doses were administered by 14 August 20231.

During this time, safe and effective vaccines were added to WHO’s “Emergency Use List”, and multiple vaccines received authorization for emergency use by their national and/or international regulators2. Meanwhile, vaccine distribution in the developing countries were slow, and they were not close to optimal vaccination coverage; As a result, vast groups of unvaccinated people may play a critical role in COVID-19 circulation and lead to new variants evolution which can potentially be vaccine-resistant. So, swift worldwide mass vaccination with efficient vaccines is invaluable3. During SARS-COV2 pandemic, mutations in spike protein potentially increased transmission of the virus and its likelihood of escape from the antibodies raised against the parental sequence used in the administrated vaccines4,5. Although mutations can diminish the efficacy of antibodies produced against the original spike sequence, vaccines are recommended for public use in order to increase the global herd immunity6.

AstraZeneca vaccine was developed through the cooperation of Oxford University and AstraZeneca (ChAdOx1). It is based on genetic modifications to replication-defective adenoviruses that are inactivated due to deletion of the E1 gene, which is replaced with the spike gene of SARS-COV-27. Spike protein is expressed on the surface of virus particle, triggering both antibody and T cell responses that can be protective against COVID-19. A safer alternative platform is utilizing inactivated vaccines. Sinopharm and COVIran Barekat vaccines were both produced based on the killed/inactivated virus strategy. The principal advantage of these vaccines is their similarity to the natural infection, which may induce a stronger and long-lasting immune response8,9. A meta-analysis containing 54 studies from 18 different countries, comprising about 12 million individuals, observed that 6–8 months after recovery the prevalence of SARS-CoV-2 specific immunological memory remained high. In fact, nearly 90% of recovered individuals had evidence of immunological memory of SARS-CoV-2 at 6–8 months after recovery10.

It is necessary to update the current vaccines to match the circulating SARS-CoV-2 variants. We believe that an imperative instrument to tracing infected individuals and saving their lives is the development of sensitive and specific detection methods for mass screening and testing as well as using effective vaccines11,12. At the time of this study, health-related challenges of COVID-19 include lack of access to vaccines in several countries and rejection of those who do have access to it3, the lack of an effective specific antiviral treatment13, and the possibility of transmission of the virus to pets and farm animals14,15.

Today, scientists and governments have realized the need for effective methods for diagnosing viruses such as SARS-CoV-2 at the early stages of their spread. Besides, to control the SARS-CoV-2 spread, it is important that vaccines with high efficacy and accessibility be available worldwide16.

Several factors may affect the protection offered by vaccines, including vaccine platforms type, SARS-CoV-2 variants, age and immunity status of the vaccine recipient, infection history, dosing intervals, vaccine storage and transportation capacity17,18.

Several serum-based evaluations were performed to reflect humoral immunity status which is often correlated with poor or strong responses obtained during infection or vaccine administration. The receptor binding domain (RBD) is responsible for binding to the ACE2 receptor on the cellular membrane, and the target protein for evaluating humoral and cellular immunity for vaccine efficacy evaluation19,20. Antibody testing for SARS-CoV-2 allows us to compare vaccine efficacy among participants with or without past exposure to the virus, even after it has been cleared by the immune system. A study indicated that individuals with pre-exposure to COVID-19 produced more antibodies against COVID-19 after vaccination. Furthermore, extensive exposure to the virus and prolonged duration of the illness increases the chance of producing antibodies against all strains of SARS- CoV-221.

The exact effectiveness of vaccines against SARS-CoV-2 remains unknown. This study evaluates SARS-CoV-2 antibody surveillance in a normal academic population in Iran. It was designed to compare the efficacy of two international COVID-19 vaccines against one that is produced in Iran, by measuring levels of serum antibody produced by them. All of these vaccines were commonly used for mass vaccination in Iran. RBD domain of spike protein was used in ELISA assays to detect antibody titer of SARS-CoV-2.

In this study, distribution of age, sex, and history of infection of SARS-CoV-2 was compared in participants receiving the 3 vaccines types, and their potential effects on the produced antibody levels were assessed.

The efficacy of adenovector-based vaccines such as AstraZeneca and killed whole virion vaccines such as Sinopharm and COVIran Barekat was evaluated by serological assessment in individuals with or without prior infection by SARS-CoV-2. The humoral immunogenicity of these vaccines was compared by measuring the serum anti-SARS-CoV-2 anti-RBD antibodies levels.

Results

Demographic characteristics of participants

A total of 462 participants were included in this study, who received 3 different types of approved and available SARS-CoV-2 vaccines in Iran. The participant's ages ranged from 20 to 70 years old with a median of 37 (IQR 30–45), 44.2% of them were female, and 10.6% of all of the participants had priorSARS-CoV-2 infection history. In terms of age, sex, or infection history distribution, there were no statistically significant differences observed among the participants in the 3 vaccine groups. The demographic characteristics of participants are demonstrated in Table 1. Out of 462 participants, 301 returned for secondary examinations. Their demographic information is demonstrated in Table 2.

Table 1.

Demographic characteristics of the participants receiving the first dose of COV2-vaccination (n = 462).

Qualitative variables AstraZeneca COVIran Barekat Sinopharm Total
Frequency Percentage Frequency Percentage Frequency Percentage Frequency Percentage
Sex Female 63 44.7 62 40.0 79 47.6 204 44.2
Male 78 55.3 93 60.0 87 52.4 258 55.8
Total 141 100 155 100 166 100 462 100
Infection history Negative 120 85.1 144 92.9 149 89.8 413 89.4
Positive 21 14.9 11 7.1 17 10.2 49 10.6
Total 141 100 155 100 166 100 462 100
Median (IQR 25–75)
AstraZeneca COVIran Barekat Sinopharm Total
Age (years) 33 (27–40) 40 (31–50) 38 (30–45) 37 (30–45)

SD, standard deviation.

Table 2.

Demographic characteristics of the participants receiving the second dose of COV2-vaccination (n = 301).

Qualitative variables AstraZeneca COVIran Barekat Sinopharm Total
Frequency Percentage Frequency Percentage Frequency Percentage Frequency Percentage
Sex Female 40 42.1 48 45.7 48 47.5 136 45.2
Male 55 57.9 57 54.3 53 52.5 165 54.8
Total 95 100 105 100 101 100 301 100
Infection history Negative 82 86.3 97 92.4 91 90.1 270 89.7
Positive 13 13.7 8 7.6 10 9.9 31 10.3
Total 95 100 105 100 101 100 301 100
Median (IQR 25–75)
AstraZeneca COVIran Barekat Sinopharm Total
Age (year) 33 (26–40) 41(31.5–52) 40 (32–48) 38(30–48)

SD, standard deviation.

Humoral immunogenicity assessment

Serum antibody titers were measured one month after each of the first and second vaccine inoculation. The median of antibody titers and IQR are demonstrated in Table 3. Because the non-normal distribution of antibody titers the non-parametric analysis, Kruskal–Wallis, was used to compare antibody titers among the 3 vaccine types, which showed P-values < 0.001 after both the first and the second dose of vaccination. Since this study includes three vaccine types, in order to do pairwise comparisons and determine the significant differences in their effectiveness, the Bonferroni Correction test was applied. This test showed that the difference in antibody titers in the COVIran Barekat-Sinopharm pair had an adjusted P-value of 1.000 which is not significant, while Sinopharm-AstraZeneca and COVIran Barekat-AstraZeneca pairs both had P-values < 0.001. As was expected, since Sinopharm and COVIran Barekat both use a similar production strategy, killed whole virion vaccine, induced similar antibody titers.

Table 3.

Comparison of antibody titers after the first and second dose of COV2-vaccinations.

Vaccine type Titer1a (n = 462) P-value Titer2b (n = 301) P-value
Median (IQR 25–75) Median (IQR 25–75
AstraZeneca 224.0 (68.8–396.8)  < 0.001 377.6 (275.2–416.0)  < 0.001
COVIran Barekat 105.6 (16.0–284.8) 192.0 (72.0–297.6)
Sinopharm 91.2 (16.0–276.8) 195.2 (73.6–302.4)

IQR, interquartile range; a; antibody titer (BAU/ml) before the second dose of vaccination; b; antibody titer (BAU/ml) 1 month after the second dose of vaccination. Significance values have been adjusted by the Bonferroni correction for multiple tests (Sinopharmm-COVIran Barekat 1.000, Sinopharm-AstraZeneca < 0.001, COVIran Barekat-AstraZeneca < 0.001) for both of measurements.

The frequency and percentage of participants who tested positive for anti-SARS-CoV-2 anti-S1-RBD antibody in each vaccine group are shown in Table 4. Chi-Square test was utilized to survey for any significant differences between the three different vaccine groups. The results demonstrated a statistically significant difference between positive results among participants in the 3 vaccine groups in both doses of vaccines, P-value < 0.001 for the first and P-value: 0.023 for the second dose were calculated.

Table 4.

Comparison of antibody presence in different COV2-vaccines.

Vaccine type Positive Result 1a (n = 462) P-value Positive Result 2b (n = 301) P-value
frequency percentage Chi-Square frequency Percentage Chi-Square
AstraZeneca 126 89.4  < 0.001 94 98.9 0.023
COVIran Barekat 97 62.6 94 89.5
Sinopharm 98 59.0 93 92.1

a:Antibody presence in participants’ sera after the first dose of COV2-vaccination, b: Antibody presence in participants’ sera one month after the second dose of COV2-vaccination.

Impact of infection history, age and sex

We also assessed the impact of infection history on antibody titer through the Mann–Whitney U test for each vaccine group. After the first vaccination, distribution of antibody titer was significantly different based on infection history in AstraZeneca, Sinopharm, and the overall groups. Antibody titers were higher in participants with prior covid-19 infection. On the contrary, it was the same across categories of infection history for COVIran Barekat. After the second dose, compared to non-infected participants, our data demonstrated significant differences in antibody titers among recipients with an infection history, only in AstraZeneca and overall groups (Table 5). Spearman’s method was used to assess the correlation between antibody titer and age for each vaccine group. Besides, we evaluated the influence of sex on antibody titer by Mann Whitney U test for each vaccine group. Both analyses failed to demonstrate statistically significant relationships.

Table 5.

The effect of infection history on antibody titer in 3 vaccine types.

Vaccine type After the first dose After second dose
Antibody titer (BAU/ml): Median (IQR 25–75) Antibody titer (BAU/ml): Median (IQR 25–75)
With Inf.h Without inf.h P-value With Inf.h Without inf.h P-value
AstraZeneca 796.8 (376.0–820.0) 152.0 (60.8–387.2)  < 0.001 419.2 (617.6–411.2) 366.4 (252.8–412.8)  < 0.001
COVIran Barekat 150.4 (51.2–323.2) 105.6 (16.0–278.4) 0.232 163.2 (64.8–381.6) 192.0 (72.0–297.6) 0.800
Sinopharm 275.2 (166.4–315.2) 57.6 (15.2–262.4) 0.003 264.0 (134.4–389.6) 176.0 (72.0–300.8) 0.159
Overall 320.0 (212.8–796.8) 105.6 (20.0–299.2)  < 0.001 384.0 (211.2–422.4) 235.2 (96.0–371.2) 0.002

Inf.h, infection history.

Discussion

Humoral immunity is a major factor which plays a critical role in vaccines effectiveness. Despite the fact that the exact neutralizing response is investigated thorough cVNT, which requires biosafety level 3 equipment, Anti-SARS-CoV-2 anti RBD titer can be measured to evaluate humoral responses after infection or vaccination. The sVNT is practical in numerous studies on features of COVID-19, including vaccine efficacy during preclinical and clinical trials of different vaccine candidates and monitoring neutralizing antibody titers in vaccine recipients after mass vaccination7,22,23.

This was a prospective longitudinal study performed on 462 adult participants each receiving 2 doses of either AstraZeneca, COVIran Barekat or Sinopharm vaccines. One month after the injection offirst dose, a significant statistical difference was shown when comparing inactivated vaccine recipients (COVIran Barekat or Sinopharm) with participants who received AstraZeneca vaccine, both in the antibody presence (AstraZeneca 89.4%, COVIran Barekat 62.6%, and Sinopharm 59.0%, P-Value < 0.001) and the median antibody titer (AstraZeneca 224.0 (IQR 68.8–396.8) BAU/ml, COVIran Barekat 105.6 (IQR 16.0–284.8) BAU/ml, and Sinopharm 91.2 (IQR 16.0–276.8) BAU/ml, P-Value < 0.001). Also, the same results were obtained after the injection of the second dose, antibody presence were as follows: AstraZeneca 98.9%, COVIran Barekat 89.5%, and Sinopharm 92.1% (P-Value < 0.001). Also, the median antibody titer was significantly higher in AstraZeneca recipients (AstraZeneca 377.6 (IQR 275.2–416.0) BAU/ml, COVIran Barekat 192.0 (IQR 72.0–297.6) BAU/ml, and Sinopharm 195.2 (IQR73.6–302.4) BAU/ml, P-Value < 0.001). Inevitably, the protection offered by neutralizing antibodies through vaccination can be varied due to the differences in vaccine platforms and the interval of doses. Our findings demonstrated that Astra Zeneca has led to higher immunogenicity compared to other available vaccines in Iran.

An Iranian cohort monitoring study has revealed that when comparing AstraZeneca recipients with inactivated vaccines recipients, although the former has a significantly higher immunity during the interval of the first and second dose, after the second dosage no significant difference was found among different vaccine platforms. They concluded that SARS-CoV-2 vaccines, while unable to prevent the infection, can significantly reduce mortality rate24. These results are in line with our findings about the higher anti-SARS-CoV-2 anti RBD IgG detection rate and titer in AstraZeneca recipients.

It is obvious that antibody titers, post-infection or vaccination, cause a range of protective effects specifically by reducing the mortality rate. A study estimated that the required neutralizing antibody titer to completely prevent symptomatic viral infection is approximately sixfold higher compared to what is required to prevent severe outcomes of SARS-CoV-2 infection25.

In this study, we assessed antibodies in participants infected or not infected early in the pandemic during alfa and delta variants circulation time. The assessment of serum antibody activity after the first dose of SARS-CoV-2 vaccination (in September 2020) showed that participants who had previously confirmed infection in each vaccine group, or overall had a significantly higher amount of antibody titer as demonstrated in the RBD-based ELISA assay, except for COVIran Barekat group, which might be due to the low number of infected persons in this group: 11 out of 155 (7.09%). Moreover 2 of 11 COVIran Barekat recipients who had prior infection history, did not produce antibodies after the first vaccine administration. Considering that both of them were young (a 30 years old female and 38 years old male), they might be non-responders. The impact of these two samples was magnified in such a small fraction. Therefore, when we used Whitney U test for each vaccine group in order to investigate the impact of infection history, it led to a non-significant p-value for COVIran barekat group. These findings confirmed that additional antigenic exposure further improves antibody efficacy against SARS-CoV-2 variants. Protective antibodies from prior infection, with or without vaccination, induced antibodies against the spike protein to interfere with its function26. The antibody response is a crucial aspect of adaptive immunity against viral infections. Based on the predominant isotypes and profiles of somatic hypermutations of the antibodies, the humoral immune response can be divided into two phases. In the extrafollicular (EF) phase, B cells are activated and quickly differentiate into plasma cells in foci outside of the follicle within a few days after the infection. They produce antibodies that contain few somatic hypermutations but can still have reasonably high affinities and neutralize the virus27. Another study revealed the chances of reinfection are significantly lower in individuals who tested positive for antibodies. Furthermore, getting vaccinated after a SARS-CoV-2 infection enhances the impact of this response. Research has found that neutralizing antibodies are present in 99% of people infected with SARS-CoV-2 before. It is believed that the antibodies could provide strong protection against infection and reinfection in individuals without COVID-19 infection history, but were vaccinated previously28.

Many scientists are of the same concern about the waning of neutralizing antibody titers induced through prior infection or vaccination. Besides, the continuous emerge of new Variants Of Concern (VOC) of SARS-CoV-2 due to its broad spread and frequent mutation, has caused several neutralizing antibodies to lose their antiviral activities. However, neutralizing antibodies can recognize different epitopes in spike protein and some of them can neutralize new VOCs. As a result of that, pervious immunity induced by infection or vaccine might alleviate infection. It was suggested that, in order to decrease the VOC’s chance of escape from vaccine induced neutralizing antibodies, future vaccines must consider different groups of epitopes of RBD29.

The next step is to develop vaccines which are able to prevent infection completely. Mucosal immunity inducing vaccines might be effective in preventing infection and restricting viral transmission, however, there are still a number of obstacles to overcome to reach their full potential30. Mucosal vaccines have been successful in protecting against diseases, but there are still limitations and risks associated with their clinical development. One concern is that mucosal surfaces are frequently exposed to harmless foreign substances and commensals, which can lead to tolerogenic immune programs that may result in weak induction of pro-inflammatory responses. Effective adjuvants can help break tolerance, however, there are limited mucosal adjuvants that are safe for human use and many require further testing to demonstrate their safety and efficacy. Additionally, antigen dilution can hinder vaccine delivery at mucosal surfaces, where ciliated cells quickly clear away debris and pathogens in a protective mucous layer31.

In this study, previous infection history was significantly related to higher anti SARS-CoV-2 anti RBD IgG titers (P-Value < 0.001 after the first dose, P-Value: 0.002 after the second dose). Many studies subscribe to this theory, which states infection history can boost vaccine effectiveness and lead to an increase in antibody titer and furthermore can shorten the interval of vaccine injection and rises in antibody titer21,32,33.

After categorizing participants based on their sex or age, no significant difference was observed in the median antibody titer. AstraZeneca clinical trial phase 2/3 data has not shown any significant difference in neutralizing antibody titer among different age groups, after the second dose injection. The data also demonstrated that neutralizing antibody has been detected among 99% of participants 14 days after the second dose injection34. However, another meta-analysis including approximately 7 million participants from 18 studies, has found that vaccine effectiveness in prevention of severe SARS-CoV-2 infection was significantly lower among participants older than 65 years old35. It might be due to the fact that different vaccine types were investigated in that study; since it investigated mRNA-based vaccines and Johnson and Johnson vaccine. Moreover, our study’s aim was to evaluate antibody titer among university staff and students, leading to 84% of our participants being 50 years old or younger, which may result in limitations.

The limitations of this study are: it did not consider children and elderly citizens (> 70), cell-mediated immune responses were not assessed, and last but not least, 34% of the participants in the first sampling did not return to partake in the second round of it.

Although, the emergence of new VOCs and waning neutralizing activity of vaccines has faced researchers with a dilemma, how often should we administer SARS-CoV-2 vaccines and more importantly how safe are these repeated injections? Further studies need to address the problems of safety and efficacy of the developed and the under-development vaccines against SARS-CoV-2, which are achievable through real-world surveys.

Conclusion

This study demonstrated that AstraZeneca vaccine induced higher humoral immunogenicity when compared to the inactivated vaccines (COVIran Barekat, Sinopharm), since it had more positive cases of antibody presence and higher antibody. Also, results of this study, agreeing with several other studies, indicated that infection-induced immunity combined with vaccination results in higher levels of protection against COVID-19 which may prevent severe illness, hospitalization and mortality. Therefore, our findings suggested that vaccination may be more crucial for people who haven’t been infected by SARS-CoV2.

Methods

Study design

This research was a prospective longitudinal study, performed among 462 staff and students of Tarbiat Modares University, Tehran, Iran. It was conducted from 4 September 2021 until 29 December 2021. The Delta variant of SARS-CoV-2 was the predominant strain during this period.

All university staff and students who attended the health center of Tarbiat Modares University to get their second dose of vaccination with Oxford/AstraZeneca, COVIran Barekat or Sinopharm, and were willing to participate in the study were enrolled. 2 ml of peripheral venous blood sample was collected for serological survey. The participants were recalled 1 month after the second injection for the second round of blood sample collection.

Ethical considerations

This study was performed in accordance with the Declaration of Helsinki and was approved by the Ethics Committee of Tarbiat Modares University of Tehran (code number: IR.MODARES.REC.1400.138).

The researchers explained the method and aim of the study. The participants signed the formal informed consent form and were able to withdraw from the study at any time. They were also able to communicate with the research team for more information about the tests and results, or ask any questions related to this study.

Data collection

At first, demographic data of participants was gathered via filling out an online questionnaire (including age, sex, education, employment status, and having a history of asymptomatic or symptomatic Covid morbidity, covid symptoms in close co-habitants). The participants were put through an online survey one-week after each round of vaccination to self-report any experienced side effects.

Sample collection

For each participant, peripheral venous blood samples (2 ml) were collected and transferred to the virology laboratory of Tarbiat Modares University of Tehran. Sera were separated from whole blood by centrifuging samples for 10 min and were stored at − 20 ℃ prior to detecting SARS-CoV-2 antibody level.

Serological assessment by ELISA Kit

Since our aim was to survey the antibody response in vaccinated individuals, Enzyme-Linked Immunosorbent Assay (ELISA) was used for serological assessment, which detects Anti-SARS-CoV-2 Spike Protein RBD Antibody. In this research Chemobind Anti-SARS-CoV-2 Spike Protein RBD Antibody detection kit was used. We used RBD-based kits representing frequently used antigens for their reactivity to human IgG antibodies using ELISA assay in serum from COVID-19 vaccinated individuals. Besides, suspected results of the ELISA kit (according to the manufacturer’s instructions, samples containing Antibody titer from 25.6 to 35.2 BAU/ml are considered as suspect and must be double-checked) were checked again they were also compared against the EUROIMMUN IgG ELISA test. The homemade kit (Chemobind developed by a knowledge-based enterprise supervised by Tehran University of Medical Sciences. It has been used in other studies and its results has been compared with well-known kits such as Euroimmun36) had 6 calibrators with different dilutions (1, 10, 20, 40, 80, 120), each equal to a particular dilution of antibody in sera. The kit included negative and positive controls. The negative and positive controls included inactivated human serum diluted via diluting buffer, devoid of Anti-SARS-CoV-2 RBD Antibody for the negative and containing it for the positive control.

The serum samples were thawed, vortexed, and diluted before testing. In each run, every calibrator along with the positive and the negative controls was used duplicated. The kit was used in accordance with the manufacturer's protocol. Based on the optical density of calibrators and their dilutions a standard curve was plotted in each run. Anti-SARS-CoV-2 RBD antibody titer was calculated for each participant in accordance with the OD measurements for samples and the plotted standard curve of its run using the Curve Expert application. Samples containing higher antibody titer than the most concentrated calibrator > 120 were diluted and tested again.

Statistical analysis

Data entry was done using Microsoft Excel and statistical analysis was performed through IBM SPSS version 28. The collected data were analyzed using Kruskal–Wallis test with Bonferroni correction, Chi-square test, Mann Whitney U test, and Pearson correlation analysis test.

Acknowledgements

This study was funded by Tarbiat Modares University, Faculty of Medical Sciences. we thank them for their financial support and providing assistance.

Author contributions

"H.S. conceived the experiment(s), N.N. and Z.N. gathered blood samples, H.S., N.N. and Z.N. conducted the experiment, A.K. analysed the results, H.S. and N.N. wrote the primary draft of the manuscript, H.S., L.MB., MR.R., N.N. and S.S. reviewed the manuscript."

Data availability

The corresponding author will provide supporting data through email in case of any editor or referee requests it.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.WHO. COVID-19 Dashboard. https://covid19.who.int/ (2020).
  • 2.Rosa-Duque JS, et al. Immunogenicity and reactogenicity of SARS-CoV-2 vaccines BNT162b2 and CoronaVac in healthy adolescents. Nat. Commun. 2022;13:1–15. doi: 10.1038/s41467-022-31485-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Dhawan M, Priyanka AS, Choudhary OP. Vaccine inequity and hesitancy: Dual factors in the emergence of novel SARS-CoV-2 variants. Ann. Med. Surg. 2022;2022:73. doi: 10.1016/j.amsu.2021.103186. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Fakhredini K, Soleimanjahi H, Banijamali RS, Bamdad T. Evaluation of mutation spread in The SARS-CoV2 genome. Pathobiol. Res. 2021;23:41–49. [Google Scholar]
  • 5.Su S, Li W, Jiang S. Developing pan-β-coronavirus vaccines against emerging SARS-CoV-2 variants of concern. Trends Immunol. 2022;43:170–172. doi: 10.1016/j.it.2022.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Chaudhary JK, et al. Insights into COVID-19 vaccine development based on immunogenic structural proteins of SARS-CoV-2, host immune responses, and herd immunity. Cells. 2021;10:2949. doi: 10.3390/cells10112949. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Folegatti PM, et al. Safety and immunogenicity of the ChAdOx1 nCoV-19 vaccine against SARS-CoV-2: A preliminary report of a phase 1/2, single-blind, randomised controlled trial. The Lancet. 2020;396:467–478. doi: 10.1016/S0140-6736(20)31604-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Abdoli A, et al. Safety and potency of BIV1-CovIran inactivated vaccine candidate for SARS-CoV-2: A preclinical study. Rev. Med. Virol. 2022;32:e2305. doi: 10.1002/rmv.2305. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Zhang Y, et al. Safety, tolerability, and immunogenicity of an inactivated SARS-CoV-2 vaccine in healthy adults aged 18–59 years: A randomised, double-blind, placebo-controlled, phase 1/2 clinical trial. Lancet Infect. Dis. 2021;21:181–192. doi: 10.1016/S1473-3099(20)30843-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Chivese T, et al. The prevalence of adaptive immunity to COVID-19 and reinfection after recovery—a comprehensive systematic review and meta-analysis. Pathogens Glob. Health. 2022;116:269–281. doi: 10.1080/20477724.2022.2029301. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Hajiahmadi N, et al. SARS-CoV-2 seroprevalence in asymptomatic or mild symptomatic people and symptomatic patients with negative PCR results: The hidden perspective in epidemiological reports. medRxiv. 2021;9:727. [Google Scholar]
  • 12.Mathuria JP, Yadav R. Laboratory diagnosis of SARS-CoV-2-A review of current methods. J. Infect. Public Health. 2020;13:901–905. doi: 10.1016/j.jiph.2020.06.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Le BL, et al. Transcriptomics-based drug repositioning pipeline identifies therapeutic candidates for COVID-19. Sci. Rep. 2021;11:12310. doi: 10.1038/s41598-021-91625-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Leroy EM, Gouilh MA, Brugère-Picoux J. The risk of SARS-CoV-2 transmission to pets and other wild and domestic animals strongly mandates a one-health strategy to control the COVID-19 pandemic. One Health. 2020;10:101333. doi: 10.1016/j.onehlt.2020.100133. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Li X, Song Y, Wong G, Cui J. Bat origin of a new human coronavirus: there and back again. Sci. China Life Sci. 2020;63:461–462. doi: 10.1007/s11427-020-1645-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Najafi N, et al. Genomic and serological assessment of asymptomatic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections in child labor. Pathogens Glob. Health. 2022;2022:1–7. doi: 10.1080/20477724.2022.2038052. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Cheng ZJ, et al. Factors affecting the antibody immunogenicity of vaccines against SARS-CoV-2: A focused review. Vaccines. 2021;9:869. doi: 10.3390/vaccines9080869. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Blasi F, et al. SARS-CoV-2 vaccines: A critical perspective through efficacy data and barriers to herd immunity. Respir. Med. 2021;180:106355. doi: 10.1016/j.rmed.2021.106355. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Walls AC, et al. Structure, function, and antigenicity of the SARS-CoV-2 spike glycoprotein. Cell. 2020;181:281–292. doi: 10.1016/j.cell.2020.02.058. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Huang Y, et al. Neutralizing antibodies against SARS-CoV-2: Current understanding, challenge and perspective. Antibody Therapeut. 2020;3:285–299. doi: 10.1093/abt/tbaa028. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Holder KA, Ings DP, Harnum DO, Russell RS, Grant MD. Moderate to severe SARS-CoV-2 infection primes vaccine-induced immunity more effectively than asymptomatic or mild infection. NPJ Vaccines. 2022;7:122. doi: 10.1038/s41541-022-00546-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Liu Y, Ye Q. Safety and efficacy of the common vaccines against COVID-19. Vaccines. 2022;10:513. doi: 10.3390/vaccines10040513. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Tan CW, et al. A SARS-CoV-2 surrogate virus neutralization test based on antibody-mediated blockage of ACE2–spike protein–protein interaction. Nat. Biotechnol. 2020;38:1073–1078. doi: 10.1038/s41587-020-0631-z. [DOI] [PubMed] [Google Scholar]
  • 24.Hosseinzadeh A, et al. COVID-19 cases, hospitalizations and deaths after vaccination: A cohort event monitoring study, Islamic Republic of Iran. Bull. World Health Org. 2022;100:474. doi: 10.2471/BLT.22.288073. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Khoury DS, et al. Neutralizing antibody levels are highly predictive of immune protection from symptomatic SARS-CoV-2 infection. Nat. Med. 2021;27:1205–1211. doi: 10.1038/s41591-021-01377-8. [DOI] [PubMed] [Google Scholar]
  • 26.Yaugel-Novoa M, Bourlet T, Paul S. Role of the humoral immune response during COVID-19: guilty or not guilty? Mucosal Immunol. 2022;15:1170–1180. doi: 10.1038/s41385-022-00569-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Qi H, Liu B, Wang X, Zhang L. The humoral response and antibodies against SARS-CoV-2 infection. Nat. Immunol. 2022;23:1008–1020. doi: 10.1038/s41590-022-01248-5. [DOI] [PubMed] [Google Scholar]
  • 28.Bachelet VC, et al. SARS-CoV-2 humoral immune response in patients with cardiovascular risk factors: the COmmunity Cohort Study protocol. BMJ Open. 2022;12:e061345. doi: 10.1136/bmjopen-2022-061345. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Huang M, et al. Atlas of currently available human neutralizing antibodies against SARS-CoV-2 and escape by Omicron sub-variants BA. 1/BA. 1.1/BA. 2/BA. 3. Immunity. 2022;55:1501–1514. doi: 10.1016/j.immuni.2022.06.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Brüssow H. Do we need nasal vaccines against COVID 19 to suppress the transmission of infections? Microb. Biotechnol. 2023;16:3–14. doi: 10.1111/1751-7915.14181. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Rathore AP, John ALS. Promises and challenges of mucosal COVID-19 vaccines. Vaccine. 2023;41:27. doi: 10.1016/j.vaccine.2023.04.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Jamiruddin R, et al. Antibody response to the first dose of AZD1222 vaccine in COVID-19 convalescent and uninfected individuals in Bangladesh. Expert Rev. Vacc. 2021;20:1651–1660. doi: 10.1080/14760584.2021.1977630. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Dyer AH, et al. Previous SARS-CoV-2 infection, age, and frailty are associated with 6-month vaccine-induced anti-spike antibody titer in nursing home residents. J. Am. Med. Direct. Assoc. 2022;23:434–439. doi: 10.1016/j.jamda.2021.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Ramasamy MN, et al. Safety and immunogenicity of ChAdOx1 nCoV-19 vaccine administered in a prime-boost regimen in young and old adults (COV002): A single-blind, randomised, controlled, phase 2/3 trial. The Lancet. 2020;396:1979–1993. doi: 10.1016/S0140-6736(20)32466-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Ssentongo P, et al. SARS-CoV-2 vaccine effectiveness against infection, symptomatic and severe COVID-19: A systematic review and meta-analysis. BMC Infect. Dis. 2022;22:1–12. doi: 10.1186/s12879-022-07418-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Nourizadeh M, et al. Antibody production after COVID-19 vaccination in patients with inborn errors of immunity. Iran. J. Immunol. 2023;2023:896. doi: 10.22034/iji.2023.97759.2525. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The corresponding author will provide supporting data through email in case of any editor or referee requests it.


Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES