Maternal sleep disorders during pregnancy and subsequent risk of allergic diseases in Japanese children: the TMM BirThree Cohort Study
Article information
Abstract
Background
Associations have been suggested between prenatal exposure and allergic diseases in children as well as between respiratory allergies and maternal sleep disorders during pregnancy.
Purpose
This study aimed to examine the association between maternal sleep disorders during pregnancy and allergic diseases, including respiratory, skin, and ocular allergies, in their children.
Methods
This study was based on the Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study. Sleep disorders during pregnancy were defined as an Athens Insomnia Scale score of ≥6. Allergic diseases in children up to 5 years of age were assessed by maternal self-report on “bronchial asthma,” “atopic dermatitis,” “food allergy,” and “allergic conjunctivitis/allergic rhinitis/hay fever.” Hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated using a Cox proportional hazards model.
Results
A total of 11,123 mother-child pairs were included. The mean gestational age at registration was 19.6±7.6 weeks. During pregnancy, 4,115 women (37.0%) experienced sleep disorders. Additionally, 53.7% of the participants had a history of parity, 8.8% worked night shifts, and 0.4% used sleep medications. In the crude models, maternal sleep disorders during pregnancy were associated with all examined allergic diseases in children. After the adjustment for all confounders, the associations remained significant for atopic dermatitis and allergic conjunctivitis/allergic rhinitis/hay fever (HR [95% CI], 1.09 [0.97–1.23] for bronchial asthma, 1.17 [1.05–1.31] for atopic dermatitis, 1.11 [0.98–1.26] for food allergy, and 1.25 [1.13–1.39] for allergic conjunctivitis/allergic rhinitis/hay fever).
Conclusion
Maternal sleep disorders during pregnancy were associated with atopic dermatitis as well as allergic conjunctivitis/allergic rhinitis/hay fever in children.
Key message
Question: Associations have been made between maternal sleep disorders during pregnancy and allergic diseases including bronchial asthma, atopic dermatitis, food allergy, and allergic conjunctivitis/rhinitis/hay fever in their children.
Finding: In the crude model, sleep disorders during pregnancy were associated with all examined allergic diseases in children. After adjustment, significant associations remained for atopic dermatitis and allergic conjunctivitis/ rhinitis/hay fever.
Meaning: The study highlights associations between maternal sleep and child allergic diseases.
Graphical abstract.
Introduction
Allergic diseases are common chronic diseases that widely affect both children and adults [1,2]. The World Allergy Organization reported that approximately 30%–40% of the global population is affected by one or more allergic conditions [3]. Some allergic diseases persist from childhood to adulthood [4] and are an important public health issue worldwide due to concerns about impaired quality of life, increased medical costs, and loss of productivity [1]. The development of allergic diseases is associated with a variety of environmental factors [5]. Exposure to environmental factors during the perinatal period has been shown to affect future health and susceptibility to disease in children [6], and has also received attention in terms of allergic diseases [7]. For instance, exposure to smoking, passive smoking, air pollution, and stress in pregnant women have been suggested to be associated with the development of allergic diseases in their children [8-10].
Sleep problems, such as extreme lack of sleep and dissatisfaction with sleep quality, have become increasingly prevalent in recent years. Previous research showed that sleep disorders such as sleep deprivation and insomnia are associated with allergic diseases [11,12]. Those studies investigated the association between sleep disorders and subsequent development of allergic diseases in the same individuals. To our knowledge, only one study reported that maternal sleep disorders during pregnancy were associated with allergic diseases in children [13]. That study examined the association between short sleep (less than 8 hours) in pregnant women and the development of respiratory allergic diseases in children including asthma, wheezing, and allergic rhinitis, but not nonrespiratory allergic diseases such as atopic dermatitis or food allergy. Sleep disorders induce activation of the sympathetic nervous system, enhanced secretion of stress hormones, and increased levels of inflammatory cytokines [14,15]. Sleep disorders in pregnant women can affect the immune system of the fetus and lead to the development of allergic diseases. Based on this mechanism, sleep disturbances in pregnant women may also be associated with allergies other than respiratory allergies.
Therefore, we hypothesized that sleep disorders in pregnant women are associated with the development of allergic diseases including respiratory, skin, and ocular allergies in their children. Specifically, we aimed to reveal the association between sleep disorders during pregnancy and the development of bronchial asthma, atopic dermatitis, food allergy, and allergic conjunctivitis/allergic rhinitis/ hay fever in children up to 5 years of age. Moreover, we explored whether this effect is primarily mediated by maternal psychological distress, which strongly influences sleep, using mediation analysis.
Methods
1. Study population
The present study was based on data obtained from the Tohoku Medical Megabank Project Birth and Three Generation Cohort Study (TMM BirThree Cohort Study). Detailed information on the TMM BirThree Cohort Study has been published elsewhere [16]. Pregnant women and their families were recruited from July 2013 to March 2017 at obstetrical clinics and hospitals in Miyagi and Iwate prefectures in Japan. In total, 23,730 mother-child pairs participated in the study.
Among the 23,730 mother-child pairs, 1,608 were excluded because of withdrawal of informed consent, abortion, stillbirth, multiple pregnancies, or chromosome abnormalities. Of the remaining 22,122 mother-child pairs, 917 with missing data on sleep status were excluded, as well as 10,082 with missing data on the following variables: parity, prepregnancy body mass index (BMI), smoking during pregnancy, passive smoking during pregnancy, night shift, parental history of allergic diseases, maternal educational attainment, household income, maternal psychological distress, mode of delivery, exclusive breastfeeding, use of childcare facilities, and respiratory syncytial virus infection in children. Thus, data from 11,123 mother-child pairs were included in the present analyses (Fig. 1).
2. Maternal sleep disorders during pregnancy
The presence or absence of sleep disorders during pregnancy was assessed using the Japanese version of the Athens Insomnia Scale (AIS) [17,18]. The AIS is a self-assessment psychometric instrument to quantify sleep difficulty based on the International Classification of Diseases, 10th edition criteria.
The AIS consists of 8 items: the first 5 pertain to difficulty in sleep initiation, awakening during the night, early morning awakening, total sleep duration, and overall quality of sleep, and the last 3 relate to well-being, overall functioning, and sleepiness during the day. Mothers responded to each item on a 4-point scale (0=no problem at all, 1=slightly problematic, 2=markedly problematic, and 3=extremely problematic), and symptoms were considered positive (1, 2, and 3) if they occurred at least 3 times a week in the past month.
The total score ranges from 0 to 24 points, with higher scores indicating more sleep-related problems. The cutoff score for AIS is set at 6. In the present study, we defined the presence of sleep disorders as having an AIS score of ≥6. Mothers responded to the AIS at the time of cohort registration, with a mean gestational age at registration of 19.6±7.6 weeks.
3. Children’s allergic diseases up to age 5
Children’s allergic diseases were assessed by mothers’ responses to a self-reported questionnaire, which included the following question: “Since the previous survey, have physicians diagnosed the children with the following diseases: bronchial asthma, atopic dermatitis, food allergy, or allergic conjunctivitis/allergic rhinitis/hay fever?” Mothers checked a box if their children developed any of the above allergic diseases. The combination “allergic conjunctivitis/allergic rhinitis/hay fever” was used for allergies affecting mucous membranes.
The survey questionnaire was sent when children were 1 month, 6 months, 1 year, 2 years, 3 years, 3 years and 6 months, 4 years, and 5 years of age. Children who developed any allergic disease or were lost to follow-up were censored.
4. Psychological distress during pregnancy
Maternal psychological distress during pregnancy was assessed using the Japanese version of the Kessler 6 (K6) scale19,20) at the time of cohort registration. The K6 scale consists of 6 items (nervous, hopeless, restless or fidgety, so depressed that nothing could cheer you up, that everything was an effort, and worthless), and asks mothers how frequently they experienced symptoms of psychological distress during the past 30 days. Responses are rated on a 5-category scale (all of the time, most of the time, some of the time, a little of the time, and none of the time), with the total score ranging from 0 to 24 points; higher scores indicate greater distress. In this study, a cutoff of ≥13 points, which is employed to screen for serious mental illness, was used [21].
5. Confounders
We selected potential confounders with reference to a previous report. Maternal age at delivery was categorized as <25, 25–29, 30–34, and ≥35 years. Data regarding parity, maternal height, prepregnancy weight, mode of delivery, and child’s sex were collected from medical records. Parity was categorized as never, once, twice, or 3 times or more. Prepregnancy BMI was calculated by dividing prepregnancy weight (kg) by the square of height (m2) and categorized as <18.5 kg/m2, 18.5–24.9 kg/m2, and ≥25.0 kg/ m2. Mode of delivery was classified as vaginal or cesarean. Data on smoking (never, stopped before pregnancy, stopped after pregnancy, current), paternal smoking (never, stopped before pregnancy, stopped after pregnancy, current), the number of people who smoke inside the room, night shift (never, 1–3 times per month, 1–4 times per week, ≥5 days per week), and use of sleep medications during pregnancy were collected from questionnaires at the time of cohort registration. Smoking was categorized as “yes” if the response indicated “current.” Passive smoking was categorized as “yes” if paternal smoking was reported as “current” or the number of people who smoke inside the room was one or more. Night shift was categorized as “no” if the response was “never,” and “yes” if the response was anything other than “never.” The use of sleep medications was classified as “yes” if any of the following drugs were taken between pregnancy confirmation and cohort registration: benzodiazepine sedative-hypnotics, non-benzodiazepine sedative-hypnotics, anxiolytics (benzodiazepine derivatives), melatonin receptor agonist, and orexin receptor antagonist. Data on household income (<4.00, 4.00–5.99, ≥6.00 million Japanese yen/yr), maternal educational attainment (high school or lower, junior or vocational college, university or higher), and parental history of allergic diseases were collected from questionnaires during pregnancy and after delivery. Parental history of allergic diseases was assessed based on whether they had been diagnosed by a physician with any of the following diseases: bronchial asthma, atopic dermatitis, food allergy, allergic conjunctivitis, or allergic rhinitis. Data on exclusive breastfeeding, pet ownership of a dog or cat, use of childcare facilities, and respiratory syncytial virus infection during the first 6 months of life were obtained from questionnaires completed up to the child’s age of 6 months.
6. Statistical analysis
The characteristics of participants were described according to the presence or absence of sleep disorders, presenting categorical variables as counts and percentages and continuous variables as medians with interquartile ranges. We compared the incidence of each allergic disease during pregnancy according to the presence or absence of sleep disorders using Kaplan-Meier curves by performing log-rank tests. The Cox proportional hazards model was used to assess the association between sleep disorders during pregnancy and allergic diseases in children, and HRs with 95% CIs were calculated. We calculated adjusted with hazard ratios (HRs) with 95% confidence intervals (CIs) adjusted for maternal age at delivery, parity, prepregnancy BMI, child’s sex, smoking during pregnancy, passive smoking during pregnancy, night shift, use of sleep medications, maternal history of allergic diseases, paternal history of allergic diseases, maternal educational attainment, and household income (adjusted model I). We further included postnatal factors: mode of delivery, exclusive breastfeeding, pet ownership of a dog or cat, use of childcare facilities, and respiratory syncytial virus infection (only for bronchial asthma) (adjusted model II). In addition to adjusted model II, we adjusted for maternal psychological distress that significantly affected sleep as assessed by the K6 scale, taking into consideration the impact of sleep disorders due to psychological distress (adjusted model III). Moreover, for parity and psychological distress (K6 scale), which were considered particularly influential in the association between maternal sleep disorders and the development of allergic diseases in children, stratified analyses were conducted (Supplementary Tables 1, 2).
We hypothesized that sleep disorders may induce a certain level of stress, which may mediate the relationship between maternal sleep disorders and the onset of allergic diseases in children. We conducted a mediation analysis to evaluate the extent to which psychological distress during pregnancy mediated this association. We used a method based on the approach of the counterfactual framework [22,23]. The total effect can always be broken down into a natural direct effect and a natural indirect effect. The proportion of mediation was calculated as the estimated indirect effect size divided by the estimated total effect size. The detailed explanation and coding are described in previous studies [22,23].
All statistical analyses were performed using R, v.4.0.2 (R Foundation, Austria). Two-sided P<0.05 was considered statistically significant.
7. Ethics approval and consent to participate
The TMM BirThree Cohort Study protocol was reviewed and approved by the Ethics Committee of Tohoku University Tohoku Medical Megabank Organization (2013-1-103-1; latest revision 2024-4-021). All methods were carried out in accordance with the Declaration of Helsinki. All participants provided their informed consent at enrollment. For participants with insufficient ability to understand the study protocol at any age, with the Ethics Committee’s approval, informed consent was obtained from their guardians.
Results
Table 1 shows the characteristics of participants according to the presence or absence of sleep disorders during pregnancy. Of the 11,123 mothers included in the analyses, 4,115 (37.0%) had sleep disorders during pregnancy. Among all pregnant women, 53.7% had a history of parity, 8.8% were working night shifts, and 0.4% were using sleep medications. Compared with women without sleep disorders, those experiencing sleep disorders tended to be younger at delivery and tended more to be primiparous, using sleep medications, and having allergic diseases, lower educational attainment, lower household income, and psychological distress.
Fig. 2 shows the results of the Kaplan-Meier curve analysis and log-rank test. The number of children who developed each allergic disease by age 5 and cumulative incidence estimated by the Kaplan-Meier method were as follows: bronchial asthma, 1,186 (14.7%); atopic dermatitis, 1,331 (15.1%); food allergy, 1,021 (10.6%); and allergic conjunctivitis/allergic rhinitis/hay fever, 1,555 (21.4%). For all allergies, the cumulative incidence was higher among children born to mothers with sleep disorders. The results of the log-rank test revealed that the P values were below 0.05 for all allergies.
Kaplan-Meier curve and log-rank test results of development of allergic diseases in children by maternal sleep disorder status. Comparison of the incidence rates of allergic diseases for groups with versus without sleep disorders. The dashed line represents the group with sleep disorders, while the solid line represents the group without sleep disorders. Vertical axis: incidence rate of allergic diseases. Horizontal axis: analysis time (months).
Table 2 shows HRs and 95% CIs for each allergic disease. In the crude model, maternal sleep disorders during pregnancy were associated with all allergic diseases analyzed. However, after adjusting for confounders, the associations with bronchial asthma and food allergy were no longer significant (adjusted model I, II). After adjusting for the K6 scale, the associations with atopic dermatitis and allergic conjunctivitis/allergic rhinitis/hay fever remained significant (HR [95% CI], 1.09 [0.97–1.23] for bronchial asthma, 1.17 [1.05–1.31] for atopic dermatitis, 1.11 [0.98–1.26] for food allergy, 1.25 [1.13–1.39] for allergic conjunctivitis/allergic rhinitis/hay fever) (adjusted model III).
Association between maternal sleep disorders and subsequent risk of allergic diseases in their children
Stratified analyses by parity and K6 scale (Supplementary Tables 1, 2) revealed no significant interaction. In the stratified analysis by parity, P values for interaction were 0.418 for bronchial asthma, 0.942 for atopic dermatitis, 0.142 for food allergy, and 0.729 for allergic conjunctivitis/allergic rhinitis/hay fever. In the stratified analysis by K6 scale, P values for interaction were 0.237 for bronchial asthma, 0.719 for atopic dermatitis, 0.414 for food allergy, and 0.896 for allergic conjunctivitis/allergic rhinitis/hay fever.
We also conducted a mediation analysis to examine the extent to which maternal psychological distress during pregnancy mediated the relationship between maternal sleep disorders and the development of allergic diseases in children (Table 3). The total HR of maternal sleep disorders on the development of allergic diseases is broken down into a direct HR and an indirect HR through psychological distress. For bronchial asthma, for example, the total HR of 1.13 was decomposed into a direct HR of 1.08 (95% CI, 0.96–1.22) and an indirect HR of 1.04 (95% CI, 1.01–1.08), with a mediator effect of 34.7%. Similarly, proportions of mediation were 4.7% for atopic dermatitis, 3.8% for food allergy, and -2.1% for allergic conjunctivitis/allergic rhinitis/hay fever.
Discussion
The present study examined the association between maternal sleep disorders during pregnancy and the development of allergic diseases in children under the hypothesis that sleep disorders in pregnant women would be associated with their children developing allergic diseases including respiratory, skin, and ocular allergies. After adjusting for all confounders, significant associations were observed for atopic dermatitis, and allergic conjunctivitis/allergic rhinitis/hay fever. We performed Bonferroni correction for multiple tests; however, atopic dermatitis and allergic conjunctivitis/allergic rhinitis/hay fever remained significant. Stratified analyses by parity and K6 scale revealed no significant interaction, and the observed associations remained unchanged. In the mediation analysis, maternal psychological distress during pregnancy mediated 34.7% of the association between sleep disorders and bronchial asthma in children; however, mediation proportions were between -2.1% and 4.7% for other allergic diseases.
In a previous study reporting an association between sleep problems during pregnancy and the development of allergic diseases in children, Chen et al. [13] examined associations between lifestyles during pregnancy (e.g., maternal sleep duration, physical activity, and screen exposure) and children’s asthma, wheeze, and allergic rhinitis in 6,236 mother-child pairs. They found that short sleep (less than 8 hours) during pregnancy was associated with the development of respiratory allergic disease in males (adjusted odds ratio, 1.317; 95% CI, 1.102–1.573) using the International Study of Asthma and Allergies in Childhood questionnaire. In the present study, we also observed associations of maternal sleep disorders with both bronchial asthma and allergic conjunctivitis/allergic rhinitis/hay fever in the crude models. However, the non-significant association with bronchial asthma after adjustment may be explained by differences in outcome definitions or in the confounders included in the analysis. To the best of our knowledge, this is the first study to reveal the association between maternal sleep disorders during pregnancy and general allergic diseases, including skin and ocular allergies, in children.
Previously, a number of studies have reported on the association between sleep disorders in children and the subsequent development of allergic diseases. Bakour et al. [24] examined the association between sleep duration from adolescence (age 12–18 years) to adulthood (age 24–32 years) and the risk of new-onset asthma. They reported that those experiencing short sleep consistently exhibited a higher risk of asthma compared with those experiencing adequate sleep consistently (adjusted relative risk, 1.52; 95% CI, 1.11–2.10). In a study by Zhang et al. [25], baseline child insomnia (mean age, 9.0±1.8 years old) was associated with frequent asthma in a crude model at 5-year follow-up (crude odds ratio, 6.76; 95% CI, 1.38–33.2). Jernelöv et al. [26] examined the association between sleep disturbances (“has nightmares,” “overtired,” “sleeps less than other kids,” and “trouble sleeping”) and the development of symptoms of asthma, rhinitis, or eczema, and reported that being overtired at age 8 was associated with an increased risk of developing rhinitis symptoms at age 13 (adjusted odds ratio, 2.59; 95% CI, 1.31–5.11). While those studies clearly demonstrated the association of children’s own sleep disorders with the development of allergic diseases, the present study provides new insight that maternal sleep disorders during pregnancy are associated with the development of several allergic diseases in their children.
Psychological distress during pregnancy has been shown to be associated with asthma, atopic dermatitis, and allergic rhinitis in children [10]. As sleep disorders are also associated with psychological distress, the present study used a model adjusted for the K6 scale in addition to other confounders such as maternal age at delivery and the child’s sex. The results revealed that sleep disorders are still associated with atopic dermatitis and allergic conjunctivitis/allergic rhinitis/hay fever, even when the effects of psychological distress are taken into account. We also hypothesized that there would be a mediating effect of psychological distress from sleep disorders and conducted a mediation analysis. Maternal psychological distress mediated about one-third of the effect of bronchial asthma. However, contrary to our hypothesis, the proportions of mediation were smaller for other allergic diseases. It was suggested that sleep disorders might influence the development of allergic diseases in children through direct pathways or pathways other than psychological distress.
The following mechanisms may explain the association of maternal sleep disorders during pregnancy with the development of allergic diseases in children. Sleep disorders such as sleep loss and disruption during pregnancy lead to the activation of the hypothalamic–pituitary–adrenal axis and elevated maternal cortisol [14,27]. This triggers the production of placental cortisol-releasing hormone (CRH), resulting in increased levels of fetal CRH [28]. Persistently high fetal CRH and glucocorticoid levels may impact the developing immune system, shifting the Th1/ Th2 balance toward Th2 dominance and predisposing the child to the development of allergic diseases [28,29]. An overactivation of the sympathetic nervous system and of the proinflammatory system due to sleep disorders may also interact and be involved in this pathway [14,15,27].
In the present study, no significant association was observed between maternal sleep disorders during pregnancy and the development of food allergy in children after adjustment. One possible reason for this may be that the types of allergens differ between food allergy and other allergic diseases. Allergens responsible for the development of bronchial asthma, atopic dermatitis, and allergic conjunctivitis/allergic rhinitis/hay fever are inhalant allergens, such as dust mites, molds, grass, and pollen [8,30,31]. In contrast, food allergy is caused by food allergens, and the development of food allergy is influenced by the timing of when the specific food is introduced. This difference in allergens may account for the difference in the relationship for the development of food allergy and other allergic diseases.
Sleep disorders increase during pregnancy, and further increase as pregnancy progresses [32]. Previous studies reported that sleep disorders in pregnant women are associated with preterm birth and cesarean section [27]. The findings of the present study suggest that interventions for sleep disorders during pregnancy are important also from the perspective of early prevention of allergic diseases in children. In Japan, the Ministry of Health, Labour and Welfare advocates in its Sleep Guidelines for Health Promotion 2023 [33] that pregnant women “engage in low- to medium-intensity exercise that is easy on the body” and “reduce caffeine intake” to prevent sleep disorders. It is important to provide health education, conduct screening for sleep disorders, and offer guidance on appropriate sleep habits through prenatal check-ups and maternal classes.
The present study has some limitations. First, the TMM BirThree Cohort Study was conducted primarily in Miyagi prefecture. Therefore, the generalizability of the findings is limited. Second, the analysis included approximately half of the participating mother-child pairs due to missing data. However, even after imputing the missing values using multiple imputations, the results remained largely similar (Supplementary Table 3). Third, the assessment of exposure and outcome was based on self-reported questionnaire responses. Most of the responses regarding children’s allergic diseases were provided by their mothers. The associations may be confounded by the general health literacy of the responding mothers, as health literacy is associated with health behaviors at a higher level in women than in men [34]. Fourth, the self-reported questionnaire did not allow us to distinguish between women who had sleep disorders before pregnancy and those who developed them after pregnancy. Nonetheless, our hypothesis assumes that both groups are subject to the same mechanism regarding the development of allergies in children. Fifth, the use of sleep medications was treated as a confounder; however, it may be part of a potential causal pathway. We conducted a stratified analysis, but due to the small number of participants using sleep medications (n=48), the results for this group did not converge. The results for the group without sleep medications were consistent with the main findings. Finally, this study used longitudinal data, and participants who did not return for the interim survey were considered to have dropped out at that point. Therefore, we may have underestimated the development of allergic diseases in children. However, the prevalence rates obtained in this study were comparable to those reported by other surveys in Japan [35].
Despite these limitations, our study has several strengths. This study was based on the TMM BirThree Cohort Study, which used a birth cohort design with a large sample size. In addition, participants were recruited during pregnancy, and the study was conducted in a prospective manner, making longitudinal tracking of children’s diseases possible.
In conclusions, this study examined the association between maternal sleep disorders during pregnancy and the development of allergic diseases in children, revealing significant associations with atopic dermatitis and allergic conjunctivitis/allergic rhinitis/hay fever. However, further research is needed to determine whether improving sleep disorders in pregnant women may play a role in reducing the risk of allergic diseases in children.
Supplementary Materials
Supplementary materials: Supplementary Tables 1-3 are available at https://doi.org/10.3345/cep.2025.01165.
Stratified analysis by parity status of the association between maternal sleep disorders and the subsequent risk of allergic diseases in children
Stratified analysis by K6 status of the association between maternal sleep disorders and the subsequent risk of allergic diseases in children
Association between maternal sleep disorders and the development of allergic diseases in children with multiple imputation
Notes
Conflicts of interest
No potential conflict of interest relevant to this article was reported.
Funding
The TMM BirThree Cohort Study was supported by grants from the Ministry of Education, Culture, Sports, Science and Technology (MEXT) and the Japan Agency for Medical Research and Development (AMED) [JP17km0105001, JP21tm0124005, JP21tm0424601, and JP24gn0110088]. This study was supported by the JST SPRING (grant number: JPMJSP2114).
Author contribution
Conceptualization: AU; Data curation: TO, SK; Formal analysis: AU; Funding acquisition: TO, SK; Methodology: AU; Project administration: TO, SK; Visualization: AU; Writing - original draft: AU; Writing - review & editing: MO, MI, KM, AN, GS, TO, SK
Acknowledgments
The authors would like to express their appreciation to the mothers and children who participated in the TMM BirThree Cohort Study and staff members of the Tohoku Medical Megabank Organization. The list of members is available at https://www.megabank.tohoku.ac.jp/english/a240901.
