Study Selection
Figure 1 shows the study selection procedure, and the reasons for the exclusion of excluded studies were also shown in the same place. A total of 598 studies were retrieved from PubMed (302), Embase (265), and Cochrane (31). After removing duplicate articles, 432 articles were left. 10 articles were excluded because of notes/reports. 109 articles were excluded because of a conference abstract. 25 articles were excluded because of reviews. And 15 articles were excluded because of language restriction. Of these, 273 articles were left for full-text screening and 264 were excluded because of not accessible (n=10), study aim/design (n=54), population (n=100), outcome (n=28), intervention (n=63), animal (n=9). Since no additional records identified through other sources, giving a total of 9 observational studies entered our final model[10, 12, 13, 18-23].
Characteristics of the included studies
Table 1 presents the included studies[10, 12, 13, 18-23]. There were 4 prospective cohort studies [7,18-20], 4 retrospective cohort studies [12, 13, 21, 22][11,13,21,22] and 1 case-control study [23]. The majority of included studies came from Europe, and the rest of them were from America. The sample size which was included in this meta-analysis was 982, 942. The included studies investigated based on different exposure including depression, anxiety, depression or anxiety, mental health service use, prenatal postpartum distress, and negative life events. Studies were grouped into the categories according to their outcomes which had 5 asthma[10, 12, 13, 18, 21], 3 AD[19, 20, 23], and 1 asthma and AD[22]. To ensure the reliability and quality control of this meta-analysis, we scored each of the included studies by using NOS criteria, studies with more than five stars can be included in the research. After evaluation, there were 6 studies scored 9 [10, 12, 18, 20, 22, 23], and 3 studies scored 8 [13, 19, 21] (Supplementary Table 1a). The outcome of Letourneau et al., 2017 was measured when the infants were only 18-months old which contribute to an insufficient follow-up period for outcome occurrence [19]. The outcome of Liu et al., 2019 was measured when the children age 0 to 6 years old, not long enough follow-up period to see the outcome occurrence [13]. For Radhakrishnan et al., 2018, the exposure in this study was defined as any use of mental health service which may include mental illness [21].
The effect of prenatal depression on childhood asthma
Six studies (eight databases) [10, 12, 13, 18, 21, 22] could be included for the meta-analysis of prenatal depression on childhood asthma. To compare with control group (maternal without depression), the results showed that prenatal depression had influences on childhood asthma (ES=1.146, 95%CI: 1.054-1.245, P=0.001; I2=93.5%, Pheterogeneity<0.001) (Figure 2A and Table 2a).
The effect of prenatal depression on childhood AD
Four studies (eight databases) [19, 20, 22, 23] could be included for the meta-analysis of prenatal depression on childhood AD. The result indicated that there has no statistically significant between the control group and treatment group, which means prenatal depression may not bring influences on childhood AD (ES=1.211, 95%CI: 0.982-1.494, P=0.073; I2=78.5%, Pheterogeneity<0.001) (Figure 2B and Table 2b).
Subgroup analyses of childhood asthma
There had only one study [10] examined the association between prenatal anxiety and childhood asthma were ambiguous (ES=1.03, 95%CI: 0.86-1.23, P=0.746) whereas prenatal depression [18] (ES=1.17, 95%CI: 1.06-1.29, P=0.002) and prenatal depression or anxiety [12, 13, 21, 22] (ES=1.16, 95%CI: 1.05-1.27, P=0.003; I2=95.3%, Pheterogeneity<0.001) had a significant causal link to childhood asthma (Figure 3A and Table 2a).
There had two prospective studies [10, 18] (ES=1.123, 95%CI: 1.000-1.262, P=0.051; I2=33.2, Pheterogeneity=0.221) showed inconspicuous correlation between prenatal mental disorder and childhood asthma whereas four retrospective studies [12, 13, 21, 22] (ES=1.157, 95%CI: 1.050-1.275, P=0.003; I2=95.3, Pheterogeneity<0.001) indicated childhood asthma is associated with prenatal mental disorder (Figure 3B and Table 2a).
Four studies whose sample collection were taken at Europe [10, 12, 13, 18] (ES=1.106, 95%CI: 1.001-1.221, P=0.047; I2=93.5, Pheterogeneity<0.001) examined that childhood asthma is correlated with prenatal mental disorder, however, two studies which were taken at North America [21, 22] (ES=1.328, 95%CI: 0.989-1.784, P=0.059; I2=88.7, Pheterogeneity=0.003). suggested opposite conclusion (Figure 3C and Table 2a).
Subgroup analyses of childhood AD
Two studies indicated that there had no association between prenatal anxiety and childhood AD [19, 20] (ES=1.31, 95%CI: 0.58-2.96, P=0.523; I2=68, Pheterogeneity=0.044), as well as other two studies, demonstrated that there has no significant causal link between prenatal depression and childhood AD [20, 23] (ES=1.14, 95%CI: 0.85-1.53, P=0.391; I2=84.3, Pheterogeneity<0.001). However, one study showed that childhood AD is associated with prenatal depression or anxiety [22] (ES=1.27, 95%CI: 1.11-1.46, P=0.001) (Figure 3D and Table 2b).
Both two prospective studies [19, 20] (ES=1.329, 95%CI: 0.816-2.164, P=0.253; I2=72.1, Pheterogeneity=0.006) and one case-control study [23] (ES=1.010, 95%CI: 0.824-1.237, P=0.927; I2=75.5, Pheterogeneity=0.043) showed a negative association between prenatal mental disorder and childhood AD, whereas only one retrospective cohort study [22] (ES=1.27, 95%CI: 1.11-1.46, P=0.391; I2=84.3, Pheterogeneity<0.001) stands reversely (Figure 3E and Table 2b).
Both two studies came from Europe [20, 23] (ES=1.144, 95%CI: 0.876-1.494, P=0.322; I2=80.3, Pheterogeneity<0.001) and two studies were from North America [19, 22] (ES=1.607, 95%CI: 0.795-3.248, P=0.187; I2=58.4, Pheterogeneity=0.121) suggested that there has no correlation between childhood AD and prenatal mental disorder (Figure 3F and Table 2a).
Sensitivity Analyses
The sensitivity analyses indicated publication bias was not significant since there has no study affected the observed result for childhood asthma (Supplementary Figure 1A) and childhood AD (Supplementary Figure 1B).