ABSTRACT
Background: Maternal exposure to dietary factors during pregnancy may modulate the immunity of offspring by epigenetic programming. But the relationship between intrauterine environment and persistence of protective antibody after hepatitis B vaccination has not been reported. This study was to investigate the 5-year persistence of protective antibody response after primary hepatitis B vaccination, and its relationship with maternal folic acid supplementation. Materials and Methods: A total of 1461 children who completed a 3-dose 10 μg recombinant hepatitis B vaccine at birth and did not infect hepatitis B virus were followed up. Logistic regression and mediation analysis was used to explore the relationship between 5-year persistence of protective antibody and maternal nutrition. Results: Of 1403 children who did not revaccinated during the follow-up, 76.1% had protective hepatitis B surface antibody (anti-HBs) levels. Twenty percent of mothers did not take folate during pregnancy. Mediation analysis showed a total effect of folic acid supplementation on good persistence (odds ratio: 1.10, 95% CI: 1.03-1.17, p = 0.0010), a direct effect was 1.07 (95% CI: 1.01-1.13, p = 0.0128) and an indirect effect was 1.03 (95% CI: 1.00-1.06, p = 0.0672); the proportion of good persistence mediated by primary response was 30.3%. Conclusion: This study indicated a good protective anti-HBs persistence at year 5 after 10 μg recombination hepatitis B vaccination in infants. Maternal folic acid supplementation may improve the persistence of protective antibodies through other pathways. Multi-center cohort studies should be conducted to verify this conclusion.
KEYWORDS: Hepatitis B vaccine, Persistence, Anti-HBs, Folic acid
Introduction
Hepatitis B virus (HBV) infection is the leading cause of chronic viral infection worldwide.1 The outcome of chronic hepatitis B for people exposed to HBV is age-dependent. Among those who undergo acute HBV infection, about 95% of neonates, 20–30% of children aged 1–5 years and less than 5% of adults develop HBsAg carriers.2 Therefore, vaccination, especially universal vaccination in infants and/or adolescents, was recommended by the World Health Organization and integrated into all national immunization programs by 1997 to prevent and control HBV infection.3,4 These programs have resulted in a sharp drop in the rates of acute infection, chronic infection and hepatitis B-related mortality in many parts of the world.1
As a high-hepatitis B endemic area, Hepatitis B vaccine began to be used in 1992 in China, while it was introduced into the universal infant routine immunization in 2002. The schedule involved a three-dose HBV recombinant yeast vaccine (5 μg/dose) administered within 24 hours of birth and at ages 1 and 6 months.5 As a result of this vaccine, the prevalence of HBV surface antigen (HBsAg) for people of 1–59 years decreased from 9.75% in 19926 to 7.18% in 2006.7 The capital city, Beijing, launched the first vaccination program in China in 1990. Subsequently, a program of high-dose (10 μg) immunization in infants was commenced in 2006 as an alternative to the conventional 5 μg vaccine. Antibody to hepatitis B surface antigen (anti-HBs) concentration ≥10 mIU/mL is considered protective after a primary vaccine series. Better anti-HBs response, including the percentage of protective antibody (anti-HBs>10mIU/ml) and anti-HBs titers, could be achieved for infants with high-dose immunization than those with 5 µg/dose.8 However, anti-HBs titers are known to decline over time,9" and some loss of protection occur each year for children immunized at birth.10 It is still unclear how long a protective antibody response may persist after vaccination.
Epidemiological studies highlighted the importance of the intrauterine environment in early fetal development, which is a critical period that determines the nutrition and health status of individuals throughout their lives.11 Folic acid as its promising role in modulating diverse clinical conditions appears to be a first modern attempt to design a strategy for using food for the prevention or treatment of developmental defects.12 Our former study has shown that maternal folic acid supplementation may increase anti-HBs titers in the primary response.13 Considering primary response after hepatitis B vaccination is strongly associated with the persistence of the protective antibody response.14 The relationship between maternal folic acid supplementation, primary response and persistence of the protective antibody response needs to be clarified.
Using a cohort study of children who completed a 3-dose 10 μg recombinant hepatitis B vaccine regimen with ‘0-1-6’ schedule at birth in Beijing, China, the aims of our study were to evaluate the 5-year persistence of protective antibody response after HBV primary immunization with the high-dose vaccination strategy in a medium-endemic area and explore their relationship with maternal folic acid supplementation.
Results
Characteristics of children in this study
Among the 4519 infants with primary HB vaccination, 102 infants with HBsAg or hepatitis B core antibody (anti-HBc) positive, anti-HBs < 10 mIU/ml or logic errors were excluded. Among the rest of 4417 infants who obtained protective antibody levels after primary immunization, a stratified sampling was conducted and 1461 infants were enrolled for follow-up. We also excluded 58 children who were revaccinated during the follow-up period. The final analyses included 1403 children. The participants’ selection procedure was shown in Figure 1. The mean age was 5.6 ± 0.1 years. 52.2% were male and 95.1% were of Han population (Table 1.).
Figure 1.
Participant's selection procedure.
Table 1.
Study population characteristics.
children(n = 1,403) | |
---|---|
Male (%) | 732(52.2) |
Age, yr (mean ± sd) | 5.6 ± 0.1 |
Han nationality (%) | 1,334(95.1) |
Residence in urban area (%) | 788(56.2) |
Birth weight (kg ± sd) | 3.4 ± 0.5 |
Premature infant (%) | 130(9.3) |
Primary vaccination response mIU/ml (%) | |
10- | 7(0.5) |
100- | 435(31.0) |
1000- | 961(68.0) |
Maternal HBV infection status (%) | |
HbsAg(+)/HBeAg(+) | 9(0.6) |
HBsAg(+)/HBeAg(-) | 10(0.7) |
HBsAg(-) | 1,197(85.3) |
unknown | 187(13.3) |
Five-year persistence of protective anti-HBs
To assess anti-HBs persistence, we determined the serum anti-HBs titers at year 5 after primary vaccination (Table 2). Of the 1403 children, 1068 (76.1%) still had protective anti-HBs concentrations (including 13 individuals positive for anti-HBc but negative for HBsAg and HBV DNA). Additionally, 332 (23.7%) had anti-HBs levels below 10 mIU/ml (including 1 child positive for anti-HBc but negative for HBsAg and HBV DNA) and 3 (0.2%) had undetectable anti-HBs. Nearly half of the children (49.1%) whose primary response was <1,000 mIU/ml did not have protective anti-HBs, but among those children whose primary response was ≥ 1,000 mIU/ml, only 11.5% did not have protective anti-HBs (p < 0.0001). The Geometric mean titer (GMT) of serum anti-HBs at year 5 after primary vaccination was 30.3 mIU/ml (28.0-32.9 mIU/ml). Anti-HBs concentrations were significantly higher in children whose primary response had been ≥ 1,000 mIU/ml than those in children whose primary response had been <1,000 mIU/ml (51.0 mIU/ml vs 9.8 mIU/ml).
Table 2.
Serum anti-HBs titers at year 5 after vaccination by groups.
Anti-HBs level in the 5-Year Follow-Up (%) |
|||||||||
---|---|---|---|---|---|---|---|---|---|
Primary response (mIU/ml) | Total | < 10 | 10- | 100- | 1000- | Seropositive rate** (%) (95% CI) | p value# | GMT(mIU/ml) (95% CI) | p value# |
10- | 442 | 225*(50.9) | 193(43.7) | 19(4.3) | 5(1.1) | 49.1(44.4-53.8) | <0.0001 | 9.8(8.6-11.2) | <0.0001 |
1000- | 961 | 110(11.5) | 566(58.9) | 278(28.9) | 7(0.7) | 88.5(86.5-90.6) | 51.0(46.9-55.4) | ||
Total | 1,403 | 335*(23.9) | 759(54.1) | 297(21.2) | 12(0.9) | 76.1(73.9-78.4) | 30.3(28.0-32.9) |
3 children with undetectable anti-HBs;
proportion of anti-HBs level no less than 10 mIU/ml.
: Compared the children whose primary response had been ≥ 1,000 mIU/ml with those < 1,000 mIU/ml
Association of maternal folic acid supplementation with the primary response and the 5-year persistence of the protective anti-HBs
After excluded 14 children who were positive for anti-HBc and 65 subjects whose post-vaccination serologic testing (PVST) were performed at less than one month, 1324 subjects were included in our mediation analysis. A total of 1029 (77.7%) women were given maternal folic acid supplementation during pregnancy. Adjusting for maternal factors, birth conditions and grow factors, maternal folic acid supplementation (odds ratio [OR]: 1.62; 95% CI: 1.20-2.20, p = 0.0017) was positively associated with the 5-year persistence of protective anti-HBs as well as high primary immune response (OR: 1.39; 95% CI: 1.03-1.86, p = 0.0292) (Table 3). As expected we also observed children having high primary immune response had a higher probability of having protective anti-HBs at year 5 after primary vaccination (OR: 10.24; 95% CI: 7.53-13.91, p < 0.0001, data not shown). Mediation analysis indicated that the total effect of folic acid supplementation on good persistence was 1.10 (95% CI: 1.03-1.17, p = 0.0010), the direct effect was 1.07 (95% CI: 1.01-1.13, p = 0.0128) and the indirect effect was 1.03 (95% CI: 1.00-1.06, p = 0.0672); with 30.3% of increased risk mediated by primary immune response (Table 4).
Table 3.
Association of maternal folic acid supplementation with the primary response and the 5-year persistence of the protective anti-HBs.
primary response |
OR# | 5-year persistence |
OR# | ||||||
---|---|---|---|---|---|---|---|---|---|
n | <1,000 mIU/ml (%) | ≥1,000 mIU/ml (%) | (95% CI)# | p value# | No (%) | Yes (%) | (95% CI)# | p value# | |
Maternal folic acid supplementation | |||||||||
No | 295 | 108(36.6) | 187(63.4) | 1 | 95(32.2) | 200(67.8) | 1 | ||
Yes | 1,029 | 308(29.9) | 721(70.1) | 1.39(1.03-1.86) | 0.0292 | 229(22.3) | 800(77.8) | 1.62(1.20-2.20) | 0.0017 |
Adjusted variables | |||||||||
Maternal status | |||||||||
Anemia during pregnancy | |||||||||
Yes | 454 | 140(30.8) | 314(69.2) | 1 | 128(28.2) | 326(71.8) | |||
No | 870 | 276(31.7) | 594(68.3) | 1.01(0.78-1.31) | 0.9432 | 196(22.5) | 674(77.5) | 1.45(1.11-1.90) | 0.0063 |
Calcium deficiency during pregnancy | |||||||||
yes | 238 | 78(32.8) | 160(67.2) | 1 | 66(27.7) | 172(72.3) | |||
no | 1,086 | 338(31.1) | 748(68.9) | 1.17(0.86-1.61) | 0.3163 | 258(23.8) | 828(76.2) | 1.23(0.89-1.70) | 0.2116 |
Maternal HBV infection status | |||||||||
HBsAg(-) | 1,126 | 351(31.2) | 775(68.8) | 1 | 272(24.2) | 854(75.8) | |||
HBsAg(+)/HBeAg(+) | 9 | 5(55.6) | 4(44.4) | 0.55(0.14-2.22) | 0.4038 | 3(33.3) | 6(66.7) | 0.27(0.08-0.95) | 0.0410 |
HBsAg(+)/HBeAg(-) | 10 | 5(50.0) | 5(50.0) | 0.48(0.13-1.78) | 0.2753 | 5(50.0) | 5(50.0) | 0.70(0.17-2.93) | 0.6239 |
Unknown | 179 | 55(30.7) | 124(69.3) | 1.10(0.77-1.58) | 0.5961 | 44(24.6) | 135 (75.4) | 1.13(0.77-1.65) | 0.5380 |
Gestational Diabetes | |||||||||
yes | 39 | 13(33.3) | 26(66.7) | 1 | 9(23.1) | 30(76.9) | |||
no | 1,285 | 403(31.4) | 882(68.6) | 1.05(0.51-2.15) | 0.8917 | 315(24.5) | 970(75.5) | 0.88(0.41-1.91) | 0.7449 |
Hypertension in pregnancy | |||||||||
yes | 32 | 12(37.5) | 20(62.5) | 1 | 8(25.0) | 24(75.0) | |||
no | 1,292 | 404(31.3) | 888(68.7) | 1.31(0.61-2.81) | 0.4831 | 316(24.5) | 976(75.5) | 1.16(0.50-2.65) | 0.7311 |
Birth condition | |||||||||
Prematurity | |||||||||
Yes | 127 | 36(28.4) | 91(71.7) | 1 | 31(24.4) | 96(75.6) | |||
No | 1,197 | 380(31.8) | 817(68.3) | 0.97(0.63-1.49) | 0.8851 | 293(24.5) | 904(75.5) | 1.00(0.64-1.57) | 0.9991 |
Birth parity | |||||||||
≥2 | 202 | 63(31.2) | 139(68.8) | 1 | 64(31.7) | 138(68.3) | |||
1 | 1,122 | 353(31.5) | 769(68.5) | 0.97(0.68-1.37) | 0.8387 | 260(23.2) | 862(76.8) | 1.33(0.94-1.88) | 0.1107 |
Birth weight | |||||||||
Normal birth weight | 1,202 | 380(31.6) | 822(68.4) | 291(24.2) | 911(75.8) | ||||
Low birth weight | 38 | 8(21.1) | 30(79.0) | 1.61(0.70-3.69) | 0.2593 | 9(23.7) | 29(76.3) | 1.04(0.47-2.32) | 0.9279 |
LGA## | 84 | 28(33.3) | 56(66.7) | 0.89(0.55-1.46) | 0.6503 | 24(28.6) | 60(71.4) | 0.82(0.50-1.35) | 0.4368 |
Grow factors | |||||||||
BMI* | |||||||||
Normal | 833 | 260(31.2) | 573(68.8) | 1 | 197(23.6) | 636(76.4) | |||
Underweight | 15 | 3(20.0) | 12(80.0) | 1.62(0.44-5.94) | 0.4688 | 4(26.7) | 11(73.3) | 0.74(0.23-2.38) | 0.6127 |
Overweight | 476 | 153(32.1) | 323(67.9) | 0.93(0.72-1.19) | 0.5552 | 123(25.8) | 353(74.2) | 0.90(0.69-1.17) | 0.4168 |
Zinc supplementation | |||||||||
no | 855 | 273(31.9) | 582(68.1) | 1 | 209(24.4) | 646(75.6) | |||
yes | 469 | 143(30.5) | 326(69.5) | 0.95(0.74-1.23) | 0.6995 | 115(24.5) | 354(75.5) | 1.09(0.83-1.43) | 0.5416 |
Calcium supplementation | |||||||||
no | 98 | 29(29.6) | 69(70.4) | 1 | 30(30.6) | 68(69.4) | |||
yes | 1,226 | 387(31.6) | 839(68.4) | 1.15(0.71-1.87) | 0.5725 | 294(24.0) | 932(76.0) | 0.82(0.51-1.33) | 0.4191 |
Residence | 1 | ||||||||
Urban | 583 | 199(34.1) | 384(65.9) | 1.22(0.95-1.56) | 0.1164 | 158(27.3) | 425(72.7) | 1.40(1.08-1.82) | 0.0122 |
Suburb | 741 | 217(29.3) | 524(70.7) | 166(22.4) | 575(77.6) |
: Adjusted for month of post-vaccination serologic testing.
Large for gestational age
: Body mass index
Table 4.
Primary immune response as mediator for association of maternal folic acid supplementation and 5-year persistence of protective anti-HBs.
Mediator | Model | Parameter | Effect size | p value |
---|---|---|---|---|
Primary immune | Maternal folic acid | Total effect (OR,95%CI) | 1.10(1.03-1.17) | 0.0010 |
response | supplementation | Direct effect (OR,95%CI) | 1.07(1.01-1.13) | 0.0128 |
(Yes vs No) | Indirect effect (OR,95%CI) | 1.03(1.00-1.06) | 0.0672 | |
Proportion of indirect effect (%) | 30.3% | 0.0666 |
Considering the maternal HBV infection status might be more important for the development of long-term immunity. We also conducted the same analysis after excluding the 179 subjects with unknown maternal HBV infection status. The result showed that the total effect, direct effect and indirect effect were 1.11 (95% CI: 1.03-1.19, p = 0.0012), 1.07 (95% CI: 1.01-1.14, p = 0.0132) and 1.03 (95% CI: 1.00-1.06, p = 0.0908), respectively. Indirect effect could explained 28.52% of the total effect (data not shown).
Discussion
Beijing is a medium endemic area where the prevalence of HBsAg is estimated at 3.49% in 2006.15 A program of high dose immunization of the neonates was commenced an alternative to conventional 5 μg vaccine in 2006. It was the first cohort study evaluating the persistence of protective anti-HBs after 10μg vaccination. Our study showed that the majority (76.1%) of children retained a protective anti-HBs level at 5 years after primary vaccination with 3-dose 10 μg recombinant HB vaccine. The results are consistent with a meta-analysis of 33 studies presented at an international meeting in Milan organized by the Viral Hepatitis Prevention Board in 2011.9 Also, our study showed that the children with high primary immune response had higher anti-HBs titers and proportion of anti-HBs titers ≥ 10 mIU/ml. The results consist with the studies conducted in both high and low endemic areas.9,16
Emerging epidemiological studies emphasize the importance of intrauterine exposure in embryogenesis and adult health. Maternal exposure to dietary factors during pregnancy may modulate the immunity of offspring by epigenetic programming. Studies showed that maternal folic acid supplementation, which was commonly used to prevent neural tube defects (NTDs),17 may have a role in the prevention of pregnancy complications.18–21 In our study we observed that maternal folic acid supplementation was positively associated with 5-year persistence of protective anti-HBs. Considering that folic acid supplementation may increase anti-HBs titers in the primary response from our previous study,13 together with the fact that antibody levels after primary vaccination are strongly associated with the persistence of the protective antibody,14 which was also found in this study, we performed mediation analysis to verify whether or not there is a direct effect of maternal folic acid supplementation on the persistence of the protective antibody response other than the indirect effect by increasing primary response. We found that folic acid may directly increase 5-year persistence of protective anti-HBs (OR = 1.07; 95% CI: 1.03-1.17, p = 0.0010) and the proportion of good persistence mediated by primary response was 30.3%. Considering maternal HBV infection status has a significant impact on the persistence of protective anti-HBs, we also excluded the 179 subjects with unknown maternal HBV infection status and found the consistent results.
Folate deficiency is common in various regions of China, including Beijing, for women of childbearing age.22 Maternal folic acid supplementation may influence the persistence of protective anti-HBs by following ways. On the one hand folate deficiency reduces fetal iron stores even may leading to anemia, perhaps well into the first year of life.23 Experimental studies have shown that iron is a fundamental element for normal development of the immune system. Humoral, cell-mediated and nonspecific immunity that have an important role in various steps of immunogenic mechanisms are influenced by iron deficiency anemia.24 On the other hand folic acid may also affect anti-HBs persistence by providing methyl groups, which is critical for intracellular DNA methylation reactions.25 Folic acid plays a key role in DNA methylation and cell-mediated immunity is especially affected by folate deficiency.26 Appropriate DNA methylation is essential for embryogenesis and adult health.27 DNA methylation, can act in concert with transcription factors and play critical roles in B cell development and differentiation, including differentiation to memory B cells or long-lived plasma cells for the immune memory.28 Thus, our findings that maternal folic acid supplementation may increase the probability of persistence of protective anti-HBs is supported by the demonstrated biological functions of these molecules in regulating immune health.
It is noteworthy that the performance of immune response at the peak after vaccination is the foundation stone for long-term immunity. Our study also supported that primary vaccination are strongly associated with the persistence of protective antibody levels. Logically, it is possible that the maternal folic acid supplementation may impact on long-term immunity via the indirect effect, that is, enhancing the peak level after immunization. Our results showed that the indirect effect of maternal folic acid supplementation on persistent protective antibody was 1.03 (95% CI: 1.00-1.06, p = 0.0672) and p value was around the threshold of 0.05. Our current sample size may have not enough power to detect the effects.
The strengths of this study are as followings. First, all the participants were enrolled through the immunization information management system and had clear immunization records. The detailed immunization information could help us to exclude the participants with revaccination. Secondly, mediation analysis was used to explore the casual relationship between folic acid supplementation, primary response and persistence of the protective antibody response.
A limitation of this study is that we did not evaluate the immune memory of the people who had anti-HBs < 10 mIU/ml because loss of protective anti-HBs does not necessarily imply loss of protection due to immunological memory. Several studies have shown that the presence of detectable anti-HBs in children before booster immunization is positively associated with the response to the booster dose.29 Subjects with lower anti-HBs responded more poorly to a booster dose than those with higher anti-HBs.30–32 Therefore, factors that protect the persistence of protective anti-HBs may also protect the immune memory.
Conclusions
The 10 μg recombination hepatitis B vaccination strategy has good protective anti-HBs persistence at year 5 after primary vaccination in infants. Maternal folic acid supplementation may improve the persistence of protective antibodies through other pathways. Additional multi-center cohort studies are needed to verify the conclusions.
Materials and methods
Primary vaccination study design
The primary vaccination study was conducted in 2009. A total of 4519 infants completed 3 doses of 10 μg recombinant Hepatitis B vaccine (hansenula polymorpha, Dalian Hissen Bio-pharm. Co., Ltd, Dalian, China) with a ‘0-1-6’ schedule (at birth, 1 and 6 months of age). Children were enrolled using the immunization information management system from 179 community health services centers of all 18 sub-districts in Beijing. All the enrolled infants have clear immunization records. Parents were interviewed using a structured questionnaire that included infants’ demographic characteristics (gender, ethnicity and date of birth), birth condition (prematurity, newborns parity and birth weight) and maternal characteristics during pregnancy (anemia, calcium deficiency, diabetes, hypertension, folic acid supplementation and HBV infection status). The information of anemia, diabetes, hypertension and calcium deficiency was collected based on the physicians’ diagnoses.13
Serological follow-up study
Because the original aim of this follow-up study was to explore the five-persistence of protective anti-HBs for the infants after high-dose primary vaccination. So, we used the rate of five-year persistence of protective anti-HBs to estimate the sample size. Assuming persistence rate of 75%,9 allowable error of 5% and significance level to be 0.05, the estimated sample size was 1191. After adjusting loss to follow-up rate of 15%, the total sample size was 1401. The participants for the follow-up study were selected in 2014 using stratified sampling to ensure that the number of children was proportional to the size of the community health services in the primary vaccination study. Finally a total of 1461 children who reached protective antibody after primary vaccination were enrolled. We also excluded the children who were revaccinated during the follow-up. The participants’ selection procedure was shown in Figure 1. Questionnaire surveys were conducted among all children's parents to collect the children's growth condition (weight, height, zinc or calcium supplementation and residence at the follow-up period) and the revaccination history.
Laboratory testing and definition
Three milliliters of intravenous blood were collected when the PVST was conducted. Serum was separated and stored at −80 °C for testing anti-HBs, HBsAg and anti-HBc for primary vaccination.13 At 5 years after primary vaccination, another 3 ml of intravenous blood were collected to determine the current level of anti-HBs and to evaluate evidence for previous or current HBV infection. Anti-HBs, HBsAg and anti-HBc were measured using a chemiluminescence micro-particle immunoassay (Architect i2000 analyzer, Abbott, Chicago, IL, USA). The limits of anti-HBs concentration detection were 0.05 and 15,000 mIU/ml. Protective anti-HBs was defined as anti-HBs≥10 mIU/ml. Nested-PCR was used to assay for HBV DNA for children with anti-HBc positivity, while HBsAg-positive and/or anti-HBc-positive individuals were defined as being HBV-infected.
Ethics approval
This study was overseen by The Ethical Committee of the Institute of Basic Medical Sciences Chinese Academy of Medical Sciences and Beijing Center for Disease Prevention and Control.
Statistical analysis
Continuous variables are given as mean ± standard deviation and categorical variables as the absolute value and relative frequency to describe the variables’ distributions where appropriate. Five-year antibody persistence after primary vaccination was evaluated with respect to the percentage of subjects (with 95% confidence intervals (CIs)) who had anti-HBs≥10 mIU/ml. The anti-HBs level was log-transformed to satisfy the normal distribution. GMTs and their CIs were calculated by transforming the results to a common logarithmic scale, assuming asymptotic normality conditions were satisfied on the scale and converting back to the original scale.33 Differences in log-transformed anti-HBs levels were evaluated by analysis of variance, and the chi-squared test was applied to compare the difference in proportion of anti-HBs ≥ 10 mIU/ml with different primary response level. Three logistic regression models were used to examine the association between maternal folic acid supplementation and primary immune response, maternal folic acid supplementation and the protective antibody response at year 5, and primary immune response and the protective antibody response at year 5, respectively. All models were adjusted with birth condition, maternal status and grow factors. Infants born before 37 gestational weeks were grouped as “premature”. Birth weight (<2500 g [low birth weight], 2500–4000 g [normal birth weight] and ≥4000 g [large for gestational age] and the body mass index [underweight, normal and overweight] at 5 year after primary vaccination were defined according to the recommendations of the United States Center for Disease Control and Prevention.34
Mediation analysis is an application of causal modeling.35 It divides the effect of an exposure on the outcome to two parts. One is the direct effect and the other is the indirect effect. The effect of the exposure on the outcome that is not through the intermediate of interest is referred to as a direct effect. The effect of the exposure on the outcome that operates through intermediate of interest is referred to as an indirect effect. And the intermediate of interest is referred to as “mediator”. The sketch map was shown in Figure 2.
Figure 2.
Simple sketch map of mediation.
In this study, maternal folic acid supplementation was regarded as the “exposure” variable, while primary immune response was regarded as the “mediator”. The primary immune response was defined as a two-group classification setting: high primary immune response (anti-HBs titers ≥ 1,000 mIU/ml) or not. Firstly, a generalized linear model with binomial probit link function was used to estimate the association between the exposure variable and the mediator. Then, the same model was used to estimate the association of the mediator, the exposure variable and the outcome. Finally, a non-parametric bootstrapping method with up to 10,000 simulations was applied to obtain accurate p values of the estimates of the total effects, direct effects as well as indirect effects. Covariates included in the exposure-mediator and exposure-outcome models were the same with the logistic regression model.
To perform mediation analysis, we also modified the dataset to exclude potential confounding factors. Firstly we excluded children who were positive for anti-HBc. Moreover, our previous analysis showed that anti-HBs titers reach a peak at one month after completion of primary vaccination and then show a negative linear correlation between initial PVST time to log anti-HBs titers.13 Thus, we excluded subjects whose PVST was performed at less than one month and then constructed a linear model of the PVST time and the anti-HBs titers in order to estimate the peak value of the anti-HBs titers in the primary response.
Analyses were implemented with SAS version 9.3 (SAS institute Inc. Cary, NC) and The R package “Mediation” was used for mediation analysis.36 Two-sided statistical tests were performed, and p-values<0.05 were considered to be statistically significant.
Funding Statement
This study was supported by the National Infectious Disease Major Projects in China (2012ZX10004904-003-002, 2017ZX10105005-004-003).
Disclosure of potential conflicts of interest
No potential conflicts of interest were disclosed.Acknowledgments.
Acknowledgments
We acknowledge the children, parents and the personnel from the Beijing Center Disease Control and Prevention who participated in the study.
Author contributions
X.Z. and X.P. coded and analyzed the data, wrote the manuscript. L.W. and W.Z. designed the study, guided the writing of the manuscript, and reviewed the manuscript. F.W. and F.C. supervised field work. All authors read and approved the final manuscript.
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