COVID-19 prime-booster regimens and cohort characteristics
A total of 66 healthy participants were divided into four groups, namely, volunteers who received 1) Two doses of mRNA vaccines plus an mRNA vaccine booster (Homologous mRNA vaccine booster) [n = 22] 2) Two doses of inactivated virus vaccines plus an inactivated virus vaccine booster (Homologous inactivated virus vaccine booster) [n = 21] 3) Two doses of mRNA vaccines plus inactivated virus vaccine booster (Heterologous inactivated virus vaccine booster) [n = 13] and 4) Two doses of inactivated virus vaccines plus an mRNA vaccine booster (Heterologous mRNA vaccine booster) [n = 10]. The two priming doses of vaccines in each volunteer are taken 21 (± 7) days apart, according to the Singapore NVP Guidelines. Cohort demographics and vaccination status are summarized in Data Table 1.
Table 1
Characteristics of study participants
Vaccine regimen | 3 doses of mRNA (n = 22) | 3 doses of inactivated virus (n = 21) | 2 doses of mRNA + inactivated virus booster (n = 13) | 2 doses of inactivated virus + mRNA booster (n = 10) |
Age, years | 38 (32–51) | 41 (36.5–48) | 52 (45–60) | 40 (27.75–48.75) |
Sex | | | | |
Male | 11 (50.0) | 7 (33.3) | 6 (46.2) | 5 (50.0) |
Female | 11 (50.0) | 14 (66.7) | 7 (53.8) | 5 (50.0) |
Ethnicity | | | | |
Chinese | 20 (90.9) | 21 (100) | 13 (100) | 10 (100) |
Indian | 1 (4.5) | 0 | 0 | 0 |
Others | 1 (4.5) | 0 | 0 | 0 |
Time from second dose to booster, months | 5.5 (5.0-6.25) | 3 (2.5-3.0) | 6 (6.0–7.0) | 3 (3.0-3.5) |
Data are expressed as median (IQR) or n (%). |
Homologous or heterologous mRNA booster dose induces higher levels of plasma IgG1 and IgG3 against RBD of Omicron variant than booster with inactivated virus
We first quantified antibodies against the Omicron RBD in the plasma using ELISA. We found that levels of IgM against Omicron RBD were similar regardless of the vaccine regimen, while notable differences exist for IgG antibodies against Omicron RBD (Fig. 1A-E). Firstly, three homologous doses of mRNA vaccines resulted in the highest median levels of all IgG subclasses than other vaccination regimens (Fig. 1B-E). In particular, donors who received three doses of mRNA vaccines (Group 1) had significantly higher median levels of IgG1 (p < 0.0001), IgG2 (p = 0.0087), IgG3 (p = 0.0014) and IgG4 (p = 0.0002) than individuals receiving three doses of inactivated virus vaccines (Group 2) (Fig. 1B-E). IgG1 is the most abundant antibody in the human plasma, comprising approximately 60–70% of total IgG levels and playing an essential role in protection against bacterial and viral infection.
More importantly, we found that individuals who received homologous or heterologous mRNA booster shots had about 17-19-fold higher median Omicron RBD-reactive IgG1 (Group 1: median 28735 [Interquartile range (IQR) 17181–36627] and Group 4: median 25650 [IQR 15776–34747]) as compared to individuals receiving homologous or heterologous inactivated virus booster shots (Group 2: median 1512 [IQR 727–2546], Group 3: median 1786 [IQR 822–2475]) after two doses of priming mRNA vaccines or inactivated virus vaccine (Fig. 1B). Similarly, mRNA booster regimens also resulted in at least 3-fold higher median Omicron RBD-specific IgG3 as compared to booster with the inactivated virus (Fig. 1D). Individuals in Group 1 (median: 3305 [IQR 1840–8283]; p = 0.0014) and Group 4 (median: 3155 [IQR 1768–11782]; p = 0.0227) had significantly higher levels of IgG3 as compared to individuals in Group 2 (median: 1014 [IQR 536.3–2256]) (Fig. 1D).
Homologous or heterologous mRNA booster dose but not booster dose with inactivated virus-induced neutralizing antibodies against the Omicron RBD
To understand if these antibody levels correlated with neutralizing activities against the VOC, we evaluated neutralizing capabilities of the antibodies induced by the various booster regimens (Fig. 2A-C), using the Cpass assay14. We measured the neutralizing capabilities of antibodies against the ancestral strain of SARS-CoV2 (Wuhan-Hu-1) or VOCs (Delta B.1.617.2 or Omicron B.1.1.529) in individuals before receiving the booster shot and 28 ± 5 days after receiving their booster dose of either mRNA or inactivated virus vaccine. Irrespective of initial regimens, all booster shots led to an overall increase in antibody neutralizing capability against Wuhan-Hu-1 and the Delta variant of SARS-CoV-2 (Fig. 2A and 2B). Notably, the mRNA booster increased the median percentage of neutralization against the Wuhan-Hu-1 and Delta variant up to more than 90% in individuals who previously received two doses of mRNA (Group 1) or inactivated virus (Group 4) vaccines (Fig. 2A and 2B). Similarly, a booster shot with the inactivated virus vaccine could also increase the median percentage of neutralization against the Wuhan-Hu-1 and Delta variant to above 80% in individuals who previously received two doses of mRNA vaccines (Group 3). However, the effectiveness of the third dose of CoronaVac or BBIBP-CorV in individuals receiving two previous doses of CoronaVac (Group 2) was variable and modest, reaching a median percentage of neutralization of 76.30% (IQR 62.90-91.65%) and 64.90% (IQR 49.6-88.05%) for the Wuhan-Hu-1 strain and Delta variant, respectively, 28 ± 5 days post booster (Fig. 2A and B).
Consistent with data demonstrated by other groups6,9,11,15,16, we also found that two doses of either mRNA or viral inactivated vaccines had poor levels of neutralizing antibodies against the Omicron variant, assessed between 3–6 months after the second dose of vaccine (Group 1, median 16.00% [IQR 11.97–30.98%]; Group 2, median 26.50% [IQR 23.55–32.05%]; Group 3, median 16.90% [IQR 10.06-24.50-%] and Group 4, median 25.84% [IQR 13.30-32.63%]).
It is critical to note that only the mRNA vaccine booster was able to effectively increase the median levels of neutralizing capabilities against the Omicron variant (Group 1, median 88.80% [IQR 83.28–92.45%] p < 0.0001; Group 4, median 77.85% [IQR 47.80-90.28%] p = 0.0039) by 5.5-fold and 3-fold, respectively, post-booster (Fig. 2C). In contrast, an inactivated virus booster shot was unable to significantly increase the median levels of neutralizing capabilities against the Omicron variant regardless of whether the individuals received 2 priming doses of mRNA vaccines (Group 3, median 25.40% [IQR 6.200- 33.95%]) or 2 priming doses of inactivated virus vaccines (Group 2, median 26.40% [IQR 16.80–35.30%]) (Fig. 2C).
Frequencies of Omicron RBD-binding B cells were higher in individuals receiving homologous or heterologous mRNA booster dose regardless of the type of priming vaccines
Lastly, we compared the frequencies of Omicron RBD-binding B cells in individuals receiving different booster vaccines based on the gating strategy described in Fig. 3A. We observed that corroborating our antibody data, the frequencies of B cells that can bind to the Omicron-RBD were present at significantly higher levels in groups that received three homologous mRNA vaccines as a booster shot in Group 1 (median 0.11% [IQR 0.099–0.25%]) as compared to individuals receiving three homologous inactivated virus vaccine booster shots in Group 2 (median 0.038% [IQR 0.032–0.052%] p < 0.0001) or a heterologous inactivated virus vaccine booster after 2 priming doses of mRNA vaccines in Group 3, (median 0.073% [IQR 0.035–0.078%] p < 0.0037). Similarly, individuals who received a heterologous booster of mRNA vaccine after 2 priming doses of inactivated virus vaccine in Group 4 (median 0.13% [IQR 0.062–0.15%] p = 0.0011) also had higher frequencies of the Omicron RBD-binding B cells than individuals who received three homologous doses of inactivated virus vaccine in Group 2. Notably, there is also no statistical difference between individuals who received homologous or heterologous mRNA vaccine booster shots regardless of whether they received two doses of priming mRNA or inactivated virus vaccines (Fig. 3B-3C).
Collectively, our data showed that although booster vaccination with the inactivated virus can help increase neutralizing antibodies against ancestral or delta strain of SARS-COV2, booster vaccination with mRNA vaccine is vital in inducing protective B cell responses against the Omicron variant.