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Associations between fetal or infancy pet exposure and food allergies: The Japan Environment and Children’s Study

  • Hisao Okabe ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

    hisa1988@fmu.ac.jp

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Koichi Hashimoto,

    Roles Conceptualization, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Mika Yamada,

    Roles Conceptualization, Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Takashi Ono,

    Roles Conceptualization, Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Kazufumi Yaginuma,

    Roles Conceptualization, Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Yohei Kume,

    Roles Conceptualization, Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Mina Chishiki,

    Roles Conceptualization, Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Akiko Sato,

    Roles Formal analysis, Writing – review & editing

    Affiliation Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan

  • Yuka Ogata,

    Roles Formal analysis, Writing – review & editing

    Affiliation Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan

  • Karin Imaizumi,

    Roles Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Tsuyoshi Murata,

    Roles Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Hyo Kyozuka,

    Roles Formal analysis, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Kosei Shinoki,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliation Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan

  • Seiji Yasumura,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Public Health, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Hidekazu Nishigori,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Fukushima Medical Center for Children and Women, Fukushima Medical University, Fukushima, Japan

  • Keiya Fujimori,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan

  • Mitsuaki Hosoya,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – review & editing

    Affiliations Fukushima Regional Center for the Japan Environment and Children’s Study, Fukushima, Japan, Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan

  •  [ ... ],
  • the Japan Environment and Children’s Study (JECS)

    Membership of the Japan Environment and Children’s Study is provided in the Acknowledgments.

  • [ view all ]
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Abstract

The hygiene hypothesis suggests that pet exposure is effective in preventing allergic disease, and some studies have reported the beneficial effects of dog exposure during fetal development or early infancy on food allergy. However, the effects of exposure to pets other than dogs on the kinds of food allergies remains unaddressed. This study aimed to explore the effect of exposure to various species of pets on the risk of food allergies. We obtained information on pet exposure and food allergy from the Japan Environment and Children’s Study, a nationwide, prospective birth cohort study that included 97,413 mothers and their children. We examined the associations between exposure to various species of pets during fetal development or early infancy and the incidence risk of food allergies. We conducted logistic regression analysis for each pet species, causative food, and timing of exposure. Exposure to dogs or cats during fetal development or early infancy was estimated to reduce the incidence risk of food allergies until the age of 3 years. Dog exposure was estimated to reduce the incidence risk of egg, milk, and nut allergies, and cat exposure was estimated to reduce the incidence risk of egg, wheat, and soybean allergies. However, hamster exposure was estimated to increase the incidence risk of nut allergy. In conclusion, the association between pet exposure and food allergies might differ depending on the pet species and causative food. Continued dog and cat exposure from fetal development to infancy was estimated to reduce the incidence risk of food allergies. The findings of this study shall aid in the design of future studies.

Introduction

The incidence of food allergies in children has increased over the past few decades, reaching >10% in developed countries [13]. Food allergy is a condition that reduces the quality of life of patients and their families, imposes a significant medical cost burden, and is a major trigger of anaphylaxis, which is sometimes fatal [4]. Therefore, preventing its occurrence is a key priority. The notion that early-life exposure to pets or older siblings provides an immunological benefit to human health stems from the hygiene hypothesis, first proposed by Strachan in 1989 and subsequently supported by several epidemiological studies [511]. Pet exposure has been suggested to be effective in the prevention of allergic diseases; however, in some developed countries, including Japan, families concerned about allergies continue to avoid owning pets.

In a recent cohort in South Africa, exposure to farm animals during fetal development or infancy decreased the risk of food allergies in the rural population [12]. Some previous studies have reported the beneficial effects of dog exposure during fetal development or early infancy on food allergy in childhood [1315], while others have reported no statistically significant effects [16]. Additionally, the effect of exposure to pets other than dogs remains unaddressed. To the best of our knowledge, to date, no study has explored the effect of pet exposure on the risk of developing food allergies in Japanese children, and no exhaustive study has explored the association between various species of pets and food allergies. Moreover, the timing of exposure to pets affecting the risk of food allergies in children remains unknown. Pet exposure may affect the development of food allergies through allergen-specific immune pathways; however, large cohorts are required to examine the associations between pet species and causative food types. Therefore, we examined the effects of exposure to various species of pets during fetal development and early infancy on the risk of various kinds of food allergies in Japanese children using data from a nationwide prospective birth cohort study, the Japan Environment and Children’s Study (JECS).

The current study aimed to explore the effects of exposure to various species of pets during fetal development or early infancy on the incidence risk of food allergy in Japanese children. Moreover, the incidence risk of specific food allergies by causative food and the effect of the timing of exposure were explored.

Materials and methods

Study design and population

We obtained information regarding pet exposure and food allergies through questionnaires used in the JECS, an ongoing nationwide prospective birth cohort study in Japan funded by the Ministry of the Environment, and its details have been described previously [1719]. Briefly, the JECS registered 103,060 pregnancies between January 2011 and March 2014. Information was obtained during the first and second/third trimester from the pregnant women using self-administered questionnaires. Detailed information regarding mothers and their children was transcribed from medical records during the first trimester, at delivery, and when the child was 1 month old. After delivery, information was collected at the age of 1 month and then every 6 months via self-report questionnaires completed by caregivers.

We performed statistical analyses using the data set “jecs-ta-20190930 ver008,” which was released in October 2019. The dataset contained the data of 104,062 fetuses linked to the respective maternal data collected until the child was 3 years. Miscarriages, stillbirths, unknown pregnancy outcomes, multiple fetuses, and preterm infants were excluded from the analysis, and we included children with available data on pet exposures, covariates, and food allergies.

The JECS protocol was reviewed and approved by the Ministry of the Environment’s Institutional Review Board on Epidemiological Studies and by the Ethics Committees of all participating institutions. Written informed consent was obtained from all participants. The JECS was conducted in accordance with the tenets of Helsinki Declaration and other nationally valid regulations and guidelines. Authors had not access to information that could identify individual participants during or after data collection.

Questionnaires and medical records

The questionnaire content, respondents, and response period are presented in S1 Table. Information on the presence of older siblings and maternal history of allergic diseases (bronchial asthma, allergic rhinitis, atopic dermatitis, allergic conjunctivitis, and food allergy) was obtained from the M-T1 questionnaire (answered by pregnant women in the first trimester). Information on pet exposure during gestation, maternal smoking in the second/third trimester, maternal and paternal education, annual household income, and frequency of living room floor cleaning with a vacuum cleaner was obtained from the M-T2 questionnaire (answered by pregnant women in the second/third trimester). Information on the region of residence, maternal use of antibiotics, pregnancy outcome (single or multiple births), maternal age at delivery, delivery mode, infant sex, gestational age, and birth weight was obtained from the medical record transcripts at delivery. Information on feeding type (breastfeeding, formula milk, or both) was obtained from medical record transcripts when the children were 1 month old. Information on attending a childcare facility and pet exposure during early infancy was obtained from the C-6M questionnaire (answered by caregivers when the children were 6 months of age). Information on the prevalence of food allergy was obtained from the C-1Y, C-1hY, C-2Y, and C-3Y questionnaires (answered by caregivers when the children were 1, 1.5, 2, and 3 years old, respectively).

Pet exposure

We collected information on exposure to all animal species included in the M-T2 questionnaire during the fetal period: dogs kept indoors or outdoors, cats, hamsters, turtles, and birds. We then collected information on exposure during early infancy to all animal species common in the M-T2 and C-6M questionnaires: dogs kept indoors or outdoors and cats.

Outcomes

The prevalence of food allergy at ages 1, 1.5, 2, and 3 years was assessed based on a parent-reported doctor’s diagnosis obtained from the C-1Y, C-1hY, C-2Y, and C-3Y questionnaires, respectively. We then obtained information on the consumption status of and reaction to specific allergens (egg, milk, wheat, soybean, fish, rice, fruit, crustacean, soba, sesame, and nut) from the C-1hY, C-2Y, and C-3Y questionnaires. We defined the prevalence of specific food allergies (egg, milk, wheat, soybean, fish, rice, fruit, crustacean, soba, sesame, or nut allergy) at ages 1.5, 2, and 3 years as the fulfillment of all of the following conditions at that age: i) avoidance of the specific food; ii) abnormal blood or skin test results for the specific food or allergic symptoms after eating that food; and iii) doctor’s diagnosis of the food allergy. The incidence of food allergies until the age of 3 years was defined as the prevalence of food allergies by the age of 3 years.

Statistical analysis

First, we examined the association between exposure to various species of pets and the incidence of all food allergies using logistic regression models. Based on clinical experience and previous studies [16,20,21], we assessed the following factors as possible covariables in regression analyses: i) maternal age at delivery (continuous variable); ii) maternal history of allergic diseases (bronchial asthma, allergic rhinitis, atopic dermatitis, allergic conjunctivitis, or food allergy); iii) maternal smoking status during the second/third trimester; iv) highest level of maternal education; v) highest level of paternal education; vi) annual household income during the second/third trimester; vii) presence of older siblings; and viii) region of residence (Hokkaido, Tohoku, Kanto, Chubu, Kinki, Chugoku, Shikoku, or Kyusyu/Okinawa). We checked the collinearity of the selected covariates and included all available covariates in the model without variable selection.

Second, we examined the associations between exposure to various species of pets and the incidence of the aforementioned specific food allergies using logistic regression models with the same covariables.

Third, we divided the participants into four groups according to the timing of exposure to dogs or cats—no-exposure group, fetal exposure group, infantile exposure group, and “both” exposure group (fetal development and early infancy)—to explore the effect of the timing of exposure. We conducted a logistic regression analysis as before, with the no-exposure group as the control.

Statistical analyses were performed using the STATA software (version 17.0; StataCorp, College Station, TX, USA). We evaluated the crude odds ratio (OR) and adjusted OR (aOR) as measures of association and calculated 95% confidence interval (CI) [22,23].

Results

Study participants

In the current analysis, we included a total of 66,215 full-term and single-birth children, for whom data on pets, covariates, and food allergies were available (Fig 1). The baseline characteristics of these patients are presented in Table 1. Among them, 21.6% were exposed to pets during the fetal period. The pet-exposed group had higher rates of residents in rural areas (Tohoku and Chugoku) and maternal smoking, more frequent house cleaning with a vacuum cleaner, families with lower educational background and income, and lower rates of presence of older siblings and breastfeeding than the non-exposed group (Table 1).

Effect of pet exposure on the incidence of all food allergies until 3 years of age

No multicollinearity was identified for the selected covariates (S2 Table). Exposure to dogs kept indoors or cats during fetal development or early infancy was estimated to reduce the incidence risk of all food allergies until the age of 3 years (aORs [95% CIs] for dogs kept indoors during fetal development, 0.86 [0.78–0.93]; dogs kept indoors during early infancy, 0.87 [0.80–0.94]; cats during fetal development, 0.84 [0.75–0.93]; cats during early infancy, 0.87 [0.78–0.95]). Crude analysis estimated that exposure to dogs kept outdoors also reduced the incidence risk of all food allergies until the age of 3 years, but after adjusting for covariates, no statistical significance was identified. No significant associations between exposure to turtles, hamsters, and birds during fetal development and the incidence of all food allergies until the age of 3 years were uncovered (Fig 2).

thumbnail
Fig 2. Association between pet exposure and the incidence risk of food allergies until 3 years of age.

F, fetal (black circles); I, during early infancy (white circles); IP (C), incidence proportion (control); IP (E), incidence proportion (exposed); cOR, crude odds ratio; aOR, adjusted odds ratio; CI, confidence interval.

https://doi.org/10.1371/journal.pone.0282725.g002

Effect of pet exposure on the incidence risk of specific food allergies until 3 years of age

Egg allergy.

The incidence risk of egg allergy until the age of 3 years was estimated to be reduced by exposure to dogs kept indoors during fetal development (aORs [95% CIs] 0.84 [0.75–0.93]): to dogs kept indoors during early infancy (0.84 [0.76–0.92]); to cats during fetal development (0.83 [0.72–0.94]); and to cats during early infancy (0.82 [0.72–0.91]) (Fig 3).

thumbnail
Fig 3. Association between pet exposure and the incidence risk of specific food allergies until 3 years of age.

F, fetal (black circles); I, during early infancy (white circles); IP (C), incidence proportion (control); IP (E), incidence proportion (exposed); cOR, crude odds ratio; aOR, adjusted odds ratio; CI, confidence interval.

https://doi.org/10.1371/journal.pone.0282725.g003

Milk allergy.

The incidence risk of milk allergy until the age of 3 years was estimated to be reduced by exposure to dogs kept indoors during fetal development (aORs [95% CIs] 0.82 [0.68–0.98]): to dogs kept indoors during early infancy (aORs [95% CIs] 0.84 [0.70–0.98]); to cats during fetal development (0.83 [0.72–0.94]); and to dogs kept outdoors during early infancy (0.69 [0.52–0.90]) (Fig 3).

Wheat allergy.

The incidence risk of wheat allergy until the age of 3 years was estimated to be reduced by exposure to cats during fetal development (aORs [95% CIs] 0.54 [0.34–0.85]): during early infancy (aORs [95% CIs] 0.84 [0.70–0.98]); to cats during fetal development (0.63 [0.42–0.92]) (Fig 3).

Soybean allergy.

The incidence risk of soybean allergy until the age of 3 years was estimated to be reduced by exposure to cats during early infancy (aORs [95% CIs] 0.43 [0.21–0.86]) (Fig 3).

Nut allergy.

The incidence risk of nut allergy until the age of 3 years was estimated to be reduced by exposure to dogs kept indoors during early infancy (aORs [95% CIs] 0.72 [0.53–0.97]), while to be increased by exposure to hamsters during fetal development (1.93 [1.02–3.62]) (Fig 3).

Other specific food allergies.

Fish, fruit, crustacean, and soba allergies showed no significant differences in association with exposure to any pet species. The number of rice and sesame allergy cases was small and could not be adequately adjusted for covariates (S2 Table).

Other pet species.

No significant differences were found in the associations between exposure to turtles or birds and the incidence of any specific food allergies until the age of 3 years.

Association between the timing of pet exposure and incidence risk of food allergies

There were 51,858 children in the non-exposure group, 1,072 in the fetal exposure group, 3,129 in the infantile exposure group, and 10,156 in the “both” exposure group. We conducted logistic regression analysis on the incidence of food, egg, milk, wheat, soybean, and nut allergies until the age of 3 years. The incidence risk of food allergy was estimated to be reduced by pet exposure during fetal development and early infancy, but not during only one. Similarly, reduction in the incidence risks of milk, wheat, and soybean allergies required exposure during both times, whereas egg allergy required exposure during early infancy or both stages but not during fetal development alone. Nut allergy was not significantly associated with dog or cat exposure at any time. Dog or cat exposure during fetal development alone did not have a significant effect on the incidence risk of food allergies (Table 2).

thumbnail
Table 2. Association between the timing of dog or cat exposure and the incidence risk of food allergies.

https://doi.org/10.1371/journal.pone.0282725.t002

Discussion

We examined the effects of exposure to various pet species during fetal development and early infancy on the risk of food allergies in Japanese children, using data from the JECS. Our findings suggest that exposure to dogs and cats might be beneficial against the development of certain food allergies, thereby alleviating concerns about pet keeping and reducing the burden of food allergies.

Gern et al. reported that there was no significant effect of cat or dog ownership at birth on food allergy at the age of 1 year [16]. In contrast, Marrs et al. reported that dog exposure during infancy decreases the incidence risk of food allergy at the age of 1–3 years [14], and Smejda et al. argued that dog exposure before and during pregnancy decreases the risk of food allergy during the first year of life [15]; these findings are consistent with our results. However, no significant difference in the association between the incidence risk of food allergies and cat exposure was reported in these studies [1416], contrary to our results. The difference in sample size (much smaller in previous studies) is the most likely reason for this discrepancy. Marrs et al. reported an aOR (95% CI) of 0.59 (0.26–1.30) for cat exposure during infancy [14], suggesting that a larger sample size might have produced results similar to ours. The fact that Smejda et al. investigated cat exposure before delivery and not during infancy might be a factor for the different results from those of our study. In addition, differences in pet-keeping environments in these countries may have affected the results. Kopline et al. found that having dogs indoors was inversely associated with egg allergy at 1 year of age, which is consistent with our results. However, no significant association between the incidence risk of egg allergy and cat exposure was observed [13]. Our study, with a larger sample size, showed significant results regarding cats. Peter et al. reported from the HealthNuts study that having dogs indoors was inversely associated with multiple food allergies (predominantly to peanuts) at the age of 1 year, which is consistent with our results. However, the HealthNuts study did not consider nut allergies other than peanut allergy and did not examine exposure to pets other than dogs and cats [24]. To the best of our knowledge, we report, for the first time, associations between hamster exposure and nut allergy, dog exposure and milk allergy, as well as cat exposure and wheat and soybean allergies. Smejda et al. also studied the association of pet exposure before and during pregnancy with food allergies, and Koplin et al., Marrs et al., and Perers et al. investigated exposure during infancy [1315,24]. However, they did not investigate exposure during only fetal development or infancy, and it is unclear what time of pet exposure affects food allergy. We found that dog or cat exposure only during the fetal period have no significant effect on the incidence risk of food allergies. This finding suggests that continued dog or cat ownership after birth may be beneficial in reducing the risk of food allergies.

Although the mechanisms by which pet exposure affect food allergies have not yet been elucidated, several hypotheses have been postulated. The first is related to the gut microbiota. Pet exposure can affect the infant’s gut microbiota directly or indirectly through changes in the parent’s gut microbiota or home microbiome [2528]. Fujimura et al. reported that the state of an infant’s gut microbiota might affect CD4+ cells and induce IgE sensitization [29]. Tun et al. reported that pet exposure increased the abundance of two bacteria, Ruminococcus and Oscillospira, which are negatively associated with childhood atopy [30]. The second is the endotoxin-mediated mechanism. Pet ownership reportedly increases endotoxin levels at home, which may protect against allergen sensitization by enhancing type 1 immunity [31,32]. The third is the skin barrier-mediated mechanism. Atopic dermatitis is a major risk factor for the incidence of food allergies because of the disruption of the skin barrier function and increased susceptibility to percutaneous sensitization [33,34]. Pet exposure has been reported to affect the risk of atopic dermatitis [16,35]. These mechanisms may explain the suppressive effect of dog and cat exposures on the food allergies observed in the present study. However, the increased incidence risk of nut allergy with hamster exposure may be explained by the fact that hamsters feed on nuts. In other words, we assumed that nut allergens can percutaneously sensitize infants through physical contact or house dust. Therefore, family hand washing and keeping hamsters away from babies might minimize the risk of nut allergy even if hamsters are kept as pets.

We also demonstrated the benefits of maintaining dogs and cats after birth. These findings reduce concerns about the development of allergic diseases caused by keeping dogs and cats. Reducing the incidence of food allergies will significantly reduce childhood mortality from anaphylaxis.

The strengths of this study include the use of a large sample from the general population across Japan, the longitudinal design, and the inclusion of various factors. To the best of our knowledge, this is the largest birth cohort study on the association between pet exposure and food allergy risk. The longitudinal design minimized the possibility of causal reversal. In addition, most potentially confounding information was covered, allowing for adjustment for covariates.

However, some limitations should be noted. First, we performed no objective evaluation, such as oral food challenge, blood tests, or skin tests, to diagnose a food allergy. Instead, we relied on a parent-reported doctor’s diagnosis obtained from questionnaires. Although oral food challenge is the best method for diagnosing food allergies, it carries the risk of inducing anaphylaxis and is not always adequate for large cohort studies. The blood/skin test indicates sensitization to the allergen, but many people can eat the food even if sensitized. The outcomes we defined well reflect food consumption status that impacts the quality of life. Second, recall bias is a major concern in birth cohorts with self-report questionnaires, leading to underestimation of the incidence of food allergies. However, frequent questionnaires are administered every 6 months after birth in the JECS. Third, we could not obtain information on the gut microbiota or endotoxin levels and could not explore the underlying mechanisms of food allergy. Detailed prospective studies including such information or basic research will be necessary to elucidate these mechanisms. Fourth, various factors can confound the association between pet exposure and food allergies. Potential confounding factors may not be entirely regulated. Only randomized controlled trials prospectively assigning pet exposure could completely remove potential confounding factors. However, such studies would likely pose challenging ethical issues.

Conclusion

This study showed that the association between pet exposure during fetal development or early infancy and the incidence risk of food allergies until the age of 3 years differs depending on the combination of two factors: pet species and allergen type. Dog exposure might reduce the incidence risks of egg, milk, and nut allergies; cat exposure might reduce the risks of egg, wheat, and soybean allergies; hamster exposure might increase the risk of nut allergy. However, this study was a questionnaire-based survey, and we did not perform an objective assessment. Further studies using oral food challenges are required to more accurately assess the incident of food allergies. Nevertheless, the findings of this study shall aid in the design of future studies.

Supporting information

S2 Table. Collinearity of the selected covariates.

https://doi.org/10.1371/journal.pone.0282725.s002

(DOCX)

Acknowledgments

We are grateful to all participants of this study. The members of the JECS Group as of 2022 are as follows: Michihiro Kamijima (principal investigator, Nagoya City University, Nagoya, Japan), Shin Yamazaki (National Institute for Environmental Studies, Tsukuba, Japan), Yukihiro Ohya (National Center for Child Health and Development, Tokyo, Japan), Reiko Kishi (Hokkaido University, Sapporo, Japan), Nobuo Yaegashi (Tohoku University, Sendai, Japan), Koichi Hashimoto (Fukushima Medical University, Fukushima, Japan), Chisato Mori (Chiba University, Chiba, Japan), Shuichi Ito (Yokohama City University, Yokohama, Japan), Zentaro Yamagata (University of Yamanashi, Chuo, Japan), Hidekuni Inadera (University of Toyama, Toyama, Japan), Takeo Nakayama (Kyoto University, Kyoto, Japan), Tomotaka Sobue (Osaka University, Suita, Japan), Masayuki Shima (Hyogo Medical University, Nishinomiya, Japan), Hiroshige Nakamura (Tottori University, Yonago, Japan), Narufumi Suganuma (Kochi University, Nankoku, Japan), Koichi Kusuhara (University of Occupational and Environmental Health, Kitakyushu, Japan), and Takahiko Katoh (Kumamoto University, Kumamoto, Japan). This study was funded by the Ministry of the Environment, Japan. The findings and conclusions of this article are solely the responsibility of the authors and do not represent the official views of the above government.

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