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The prevalence of maternal oral contraceptive pills (OCP) use and that of childhood asthma are high in western countries. The aim of this study is to examine the association of OCP use with childhood wheeze and allergic diseases in Japan.
Relevant data were extracted from a hospital based birth cohort study named as Tokyo-Childrens Health, Illness and Development Study (T-CHILD) of which questionnaire conducted during pregnancy included maternal history and duration of OCP use. To identify wheeze and allergic diseases in the children, the questionnaire of the International Study of Asthma and Allergies in Childhood (ISAAC) was used. Logistic regression models were applied to estimate those association and adjustments were made for maternal history of allergy, maternal education level, maternal age at pregnancy, maternal BMI, maternal smoking during pregnancy, mode of delivery, gestational age at delivery, daycare attendance, number of previous live births, and gender of child.
OCP use was associated with ever wheeze (adjusted odds ratio [aOR], 1.62; 95% confidence interval [CI], 1.10–2.40), current wheeze (aOR, 1.59; 95% CI, 1.01–2.50), ever asthma (aOR, 1.65; 95% CI, 1.02–2.65), and ever rhinitis (aOR, 1.90; 95% CI, 1.30–2.80). Compared with no prior OCP use, using OCP for more than three months statistically increased the odds of ever wheeze (P = 0.012), current wheeze (P = 0.035), and ever rhinitis (P = 0.002).
Our findings suggest that maternal OCP use has a role in the development of wheeze, asthma and rhinitis in children. Extended use of OCP is likely to increase the risk of wheeze and rhinitis.
Asthma; Birth cohort; Oral contraceptives; Rhinitis; Wheeze
OCP, oral contraceptive pills; ISAAC, the International Study of Asthma and Allergies in Childhood; BMI, Body Mass Index; DOHaD, Developmental Origins of Health and Disease
First wave of allergic epidemic occurred in westernized countries including Japan drew attention mainly on asthma and its prevalence has reached high plateau in recent decades,1 followed by second wave from developing countries. Although Japan has been a top runner of this undesirable race in the Asia-Pacific region, now prevalence of allergic diseases such as asthma, atopic eczema, and rhinoconjunctivitis among young schoolchildren have become high in many countries in this region.2 and 3 Environmental changes elicited by rapid industrialization and affluent life might have interacted genetic function resulting in the epidemic of asthma and allergic diseases.4
The emerging concept of Developmental Origins of Health and Disease (DOHaD) hypothesis suggests that various environmental exposures during preconceptional and postconceptional period for embryo and fetus may contribute to development of non-communicable diseases for children.5 and 6 The cause and development of allergy are complicated and need further investigation.
In western affluent countries, oral contraceptive pills (OCP) use has become common and an association of OCP use with childhood wheeze and asthma was reported in several studies from western countries, although conclusions were mixed.7, 8 and 9 The aim of our study was to elucidate the relationship between OCP use and childhood asthma and allergic disease in Japan located outside region of western countries.
We examined whether a history of maternal OCP use and the duration of the usage before pregnancy were associated with wheeze and allergic features in five-year-old children.
Study design was a hospital based prospective birth cohort study, which was named as Tokyo-Childrens Health, Illness and Development study (T-CHILD study).10 and 11 We recruited 1701 pregnant women at the first antenatal visit at the National Center for Child Health and Development (NCCHD) in Tokyo Japan between 2003 and 2005. Among neonates born from these women, a total of 1550 newborn babies and their mothers were registered in this cohort from March 2004 to August 2006. Baseline data were collected from questionnaires answered by mothers during pregnancy and their medical charts. Outcome data of children at 5 years old were obtained from the International Study of Asthma and Allergies in Childhood (ISAAC) questionnaire which was translated into Japanese and validated through the process of back translation under cooperation of the sterling committee members. The definitions of outcomes and exposures are described in Table 1. Potential confounders were maternal history of allergy (asthma, atopic dermatitis, or allergic rhinitis), maternal education level, maternal age at delivery, maternal body mass index (BMI) at recruitment, maternal smoking during pregnancy, caesarean section, gestational age at delivery, number of previous live births, daycare attendance at age of one and gender.
Outcomes of children at five years old | |
Wheeze ever | a positive answer to the question at five years old of the children: “Has your child ever had wheezing or whistling in the chest at any time in the past?” |
Wheeze current | a positive answer to the question at five years old of the children: “Has your child ever had wheezing or whistling in the past 12 months?” |
Asthma ever | a positive answer to the question at five years old of the children: “Have you ever had asthma?” |
Asthma current | a positive answer to the question at five years old of the children: “Has your child ever been diagnosed by a doctor as having asthma in the past 12 months?” |
Rhinitis ever | a positive answer to the question at five years old of the children: “Has your child ever had a problem with sneezing, or a runny, or blocked nose when he/she DID NOT have a cold or the flu?” |
Rhinitis current | a positive answer to the question at five years old of the children: “In the past 12 months, has your child had a problem with sneezing, or a runny, or blocked nose when he/she DID NOT have a cold or the flu?” |
Eczema ever | a positive answer to the question at five years old of the children: “Have your child ever had eczema?” |
Eczema current | a positive answer to the question at five years old of the children: “Has your child had this itchy rash at any time in the past 12 months?” and “Has this itchy rash at any time affected any of the following places: the folds of the elbows, behind the knees, in front of the ankles, under the buttocks, or around the neck, ears or eyes?” |
Exposures of COP | |
Past history of OCP use | a positive answer to the question of the base line data, “Have you ever used the pill?”. |
Duration of OCP use | a positive answer to the question of the base line data, “How long have you ever used the pill totally?” and it was classified into three groups, (not use, OCP 1–6 months use and OCP >6 months use). |
Data from surveys conducted at pregnancy and children at age of five were used for analysis of the current study. Data of Twins and those with missing values were not included for analysis.
For statistical analysis, the differences in patient characteristics between OCPs and non-OCPs groups were tested using the chi-square test and t-test for category variables and continuous variables, respectively. Univariate and multivariate logistic regression analyses were used to analyze the association between maternal OCP use and allergic diseases in children. The potential confounders were included in multivariate models to obtain the adjusted odds ratios (aORs). We also performed a trend test for duration of OCP use with the logistic model by treating duration of OCP, the ordered variable, as continuous variables. All associations based on models were presented with odds ratios with 95% confidence intervals (CI). Statistical analyses were conducted using SPSS Version 22.0 (IBM Corp. Armonk, NY, USA), with a P-value of <0.05 defined as being statistically significant.
We obtained the data of 980 children without missing variables. The comparison of subjects analyzed in our study with those who were excluded revealed that a difference only in parity (see Table 2). Table 3-1 and Table 3-2 showed the characteristics of the participants according to OCP users and duration of OCP users. There were statistically significant differences for maternal age at pregnancy, number of previous live births, type of delivery and childs gender and daycare attendance in background characteristics between OCP use group and non-OCP use group. Of the children, 28.2% had a history of ever wheeze and 15.9% had current wheeze, and 14.6% had ever asthma and 10.2% had current asthma, at five years old. Among the mothers, 13.8% had a past history of OCP use and 6.2% used OCP for more than three months in total.
Data used for analysis | Data not used for analysis | P | |||||
---|---|---|---|---|---|---|---|
n | N | % | n | N | % | ||
Maternal characteristics | |||||||
OCP use (yes) | 135 | 980 | 13.8 | 65 | 475 | 13.7 | 0.962 |
Maternal history of allergy (yes) | 547 | 980 | 55.8 | 227 | 417 | 54.4 | 0.653 |
Level of education | |||||||
Middle school or high school | 98 | 980 | 10 | 42 | 411 | 10.2 | 0.901 |
Body mass index at pregnancy (≧25) | 46 | 980 | 4.7 | 27 | 480 | 5.6 | 0.443 |
Smoking during pregnancy | 22 | 980 | 2.2 | 16 | 476 | 3.4 | 0.210 |
Maternal age at pregnancy (≧35) | 407 | 980 | 41.5 | 188 | 479 | 39.2 | 0.405 |
Number of previous live births (≧1) | 424 | 980 | 43.3 | 263 | 479 | 54.9 | <0.001 |
Caesarean section | 216 | 980 | 22 | 104 | 475 | 21.9 | 0.950 |
Gender (Male) | 500 | 980 | 51 | 261 | 480 | 54.4 | 0.228 |
Daycare (yes) | 206 | 980 | 21 | 62 | 319 | 19.4 | 0.544 |
Weeks of gestation, median (IQR) | 39 (38, 40) | 39 (38, 40) | 0.120† |
†. Mann–Whitney test. IQR, Interquartile range25th, 75th.
OCP (no) | OCP (yes) | P | |||
---|---|---|---|---|---|
n = 845 | n = 135 | ||||
n | % | n | % | ||
Maternal history of allergy | 0.292 | ||||
Yes | 466 | 55.1 | 81 | 60.0 | |
No | 379 | 44.9 | 54 | 40.0 | |
Level of education | 0.089 | ||||
Middle school or high school | 79 | 9.3 | 19 | 14.1 | |
College, university or graduate school | 766 | 90.7 | 116 | 85.9 | |
Body mass index at pregnancy | 0.771 | ||||
<25 | 806 | 95.4 | 128 | 94.8 | |
≧25 | 39 | 4.6 | 7 | 5.2 | |
Smoking during pregnancy (yes) | 0.985† | ||||
Yes | 19 | 2.2 | 3 | 2.2 | |
No | 826 | 97.8 | 132 | 97.8 | |
Maternal age at pregnancy (≧35 years old) | 0.009 | ||||
<35 | 508 | 60.1 | 65 | 48.1 | |
≧35 | 337 | 39.9 | 70 | 51.9 | |
Number of previous live births (≧1) | 0.02 | ||||
0 | 467 | 55.3 | 89 | 65.9 | |
≧1 | 378 | 44.7 | 46 | 34.1 | |
Type of delivery | 0.012 | ||||
Caesarean section | 175 | 20.7 | 41 | 30.4 | |
Vaginal delivery | 670 | 79.3 | 94 | 69.6 | |
Childs characteristics | |||||
Gender | 0.001 | ||||
Male | 413 | 48.9 | 87 | 64.4 | |
Female | 432 | 51.1 | 48 | 35.6 | |
Daycare | 0.132 | ||||
Yes | 171 | 20.2 | 35 | 25.9 | |
No | 674 | 79.8 | 100 | 74.1 | |
Weeks of gestation, median (interquartile range25%, 75%) | 39 (38, 40) | 39 (38, 40) | 0.201‡ | ||
Allergy outcomes at 5 years old | |||||
Ever wheeze | 223 | 16.4 | 53 | 39.3 | 0.002 |
Current wheeze | 124 | 14.7 | 32 | 23.7 | 0.008 |
Ever asthma | 115 | 13.6 | 28 | 20.7 | 0.029 |
Current asthma | 80 | 9.5 | 20 | 14.8 | 0.057 |
Ever atopic dermatitis | 206 | 24.4 | 30 | 22.2 | 0.586 |
Current atopic dermatitis | 189 | 22.4 | 28 | 20.7 | 0.673 |
Ever rhinitis | 301 | 35.6 | 70 | 51.9 | <0.001 |
Current rhinitis | 81 | 9.6 | 16 | 11.9 | 0.413 |
†. Fisher exact test.
‡. Mann–Whitney test.
OCP (no) | OCP (yes) | P | |||||
---|---|---|---|---|---|---|---|
<3 months | ≥3months | ||||||
n = 845 | n = 74 | n = 61 | |||||
n | % | n | % | n | % | ||
Maternal history of allergy | 0.561 | ||||||
Yes | 466 | 55.1 | 45 | 60.8 | 36 | 59.0 | |
No | 379 | 44.9 | 29 | 39.2 | 25 | 41.0 | |
Level of education | 0.169 | ||||||
Middle school or high school | 79 | 9.3 | 9 | 12.2 | 10 | 16.4 | |
College, university or graduate school | 766 | 90.7 | 65 | 87.8 | 51 | 83.6 | |
Body mass index at pregnancy | 0.758 | ||||||
<25 | 806 | 95.4 | 71 | 95.9 | 57 | 93.4 | |
≧25 | 39 | 4.6 | 3 | 4.1 | 4 | 6.6 | |
Smoking during pregnancy (yes) | 0.787† | ||||||
Yes | 19 | 2.2 | 1 | 1.4 | 2 | 3.3 | |
No | 826 | 97.8 | 73 | 98.6 | 59 | 96.7 | |
Maternal age at pregnancy (≧35 years old) | 0.021 | ||||||
<35 | 508 | 60.1 | 33 | 44.6 | 32 | 52.5 | |
≧35 | 337 | 39.9 | 41 | 55.4 | 29 | 47.5 | |
Number of previous live births (≧1) | 0.042 | ||||||
0 | 467 | 55.3 | 46 | 62.2 | 43 | 70.5 | |
≧1 | 378 | 44.7 | 28 | 37.8 | 18 | 29.5 | |
Type of delivery | 0.035 | ||||||
Caesarean section | 175 | 20.7 | 24 | 32.4 | 17 | 27.9 | |
Vaginal delivery | 670 | 79.3 | 50 | 67.6 | 44 | 72.1 | |
Childs characteristics | |||||||
Gender | 0.003 | ||||||
Male | 413 | 48.9 | 49 | 66.2 | 38 | 62.3 | |
Female | 432 | 51.1 | 25 | 33.8 | 23 | 37.7 | |
Daycare | 0.029 | ||||||
Yes | 171 | 20.2 | 14 | 18.9 | 21 | 34.4 | |
No | 674 | 79.8 | 60 | 81.1 | 40 | 65.6 | |
Weeks of gestation, median (interquartile range25%, 75%) | 39 (38, 40) | 39 (38, 40) | 39 (38, 40) | 0.413‡ | |||
Allergy outcomes at 5 years old | |||||||
Ever wheeze | 223 | 26.4 | 27 | 36.5 | 26 | 42.6 | 0.006 |
Current wheeze | 124 | 14.7 | 16 | 21.6 | 16 | 26.2 | 0.022 |
Ever asthma | 115 | 13.6 | 16 | 21.6 | 12 | 19.7 | 0.088 |
Current asthma | 80 | 9.5 | 13 | 17.6 | 7 | 11.5 | 0.083 |
Ever atopic dermatitis | 206 | 24.4 | 19 | 25.7 | 11 | 18 | 0.505 |
Current atopic dermatitis | 189 | 22.4 | 17 | 23 | 11 | 18 | 0.722 |
Ever rhinitis | 301 | 35.6 | 38 | 51.4 | 32 | 52.5 | 0.001 |
Current rhinitis | 81 | 9.6 | 8 | 10.8 | 8 | 13.1 | 0.648 |
†. Fisher exact test.
‡. Kruskal–Wallis test.
Table 4 showed the association of maternal OCP use before pregnancy with childhood wheeze and allergic outcomes. In the adjusted analysis, maternal OCP was associated with an increased risk of ever wheeze (aOR, 1.62; 95% CI, 1.10–2.40), current wheeze (aOR, 1.59; 95% CI, 1.01–2.50), ever asthma (aOR, 1.65; 95% CI, 1.02–2.65) and ever rhinitis (aOR, 1.90; 95% CI, 1.30–2.80).
Crude OR (95% CI) | Adjusted OR (95% CI)† | |||||||
---|---|---|---|---|---|---|---|---|
OR | Lower | Upper | P | OR | Lower | Upper | P | |
Ever wheeze | 1.80 | 1.24 | 2.63 | 0.002 | 1.62 | 1.10 | 2.40 | 0.015 |
Current wheeze | 1.81 | 1.16 | 2.81 | 0.008 | 1.59 | 1.01 | 2.50 | 0.046 |
Ever asthma | 1.66 | 1.05 | 2.63 | 0.031 | 1.65 | 1.02 | 2.65 | 0.040 |
Current asthma | 1.66 | 0.98 | 2.82 | 0.059 | 1.64 | 0.95 | 2.84 | 0.077 |
Ever atopic eczema | 0.89 | 0.57 | 1.37 | 0.587 | 0.87 | 0.55 | 1.35 | 0.523 |
Current atopic eczema | 0.91 | 0.58 | 1.42 | 0.673 | 0.88 | 0.56 | 1.39 | 0.593 |
Ever rhinitis | 1.95 | 1.35 | 2.81 | <0.001 | 1.90 | 1.30 | 2.80 | 0.001 |
Current rhinitis | 1.27 | 0.72 | 2.24 | 0.414 | 1.07 | 0.60 | 1.94 | 0.813 |
†. ORs adjusted for maternal history of allergy (asthma, atopic dermatitis, or allergic rhinitis), maternal education level, maternal age at pregnancy, maternal BMI, maternal smoking during pregnancy, mode of delivery, gestational age at delivery, previous live birth, day care and gender of child.
Table 5 showed the association of OCP use duration before pregnancy with childhood wheeze and allergic outcomes. In adjusted analysis, a usage of OCP of more than three months statistically was associated with an increased risk of ever wheeze (P = 0.012), current wheeze (P = 0.035), and ever rhinitis (P = 0.002) among five-year-old children compared to no OPC use and 1 day–3 months OCP use.
Crude OR (95% CI) | Adjusted OR (95% CI)† | |||||||
---|---|---|---|---|---|---|---|---|
OR | Lower | Upper | P | OR | Lower | Upper | P | |
Ever wheeze | ||||||||
1 day–2 months | 1.60 | 0.97 | 2.64 | 0.063 | 1.45 | 0.87 | 2.42 | 0.151 |
≥3 months | 2.07 | 1.22 | 3.52 | 0.007 | 1.85 | 1.08 | 3.18 | 0.026 |
P trend | 0.002 | 0.012 | ||||||
Current wheeze | ||||||||
1 day–2 months | 1.60 | 0.89 | 2.88 | 0.114 | 1.41 | 0.78 | 2.57 | 0.258 |
≥3 months | 2.07 | 1.13 | 3.77 | 0.018 | 1.82 | 0.98 | 3.38 | 0.058 |
P trend | 0.007 | 0.035 | ||||||
Ever asthma | ||||||||
1 day–2 months | 1.75 | 0.97 | 3.15 | 0.062 | 1.66 | 0.91 | 3.03 | 0.100 |
≥3 months | 1.56 | 0.80 | 3.01 | 0.191 | 1.63 | 0.83 | 3.21 | 0.159 |
P trend | 0.055 | 0.057 | ||||||
Current asthma | ||||||||
1 day–2 months | 2.04 | 1.07 | 3.87 | 0.030 | 1.97 | 1.02 | 3.82 | 0.044 |
≥3 months | 1.24 | 0.55 | 2.82 | 0.608 | 1.23 | 0.53 | 2.86 | 0.623 |
P trend | 0.169 | 0.204 | ||||||
Ever atopic eczema | ||||||||
1 day–2 months | 1.07 | 0.62 | 1.85 | 0.804 | 1.06 | 0.61 | 1.84 | 0.846 |
≥3 months | 0.68 | 0.35 | 1.34 | 0.265 | 0.66 | 0.33 | 1.30 | 0.228 |
P trend | 0.386 | 0.33 | ||||||
Current atopic eczema | ||||||||
1 day–2 months | 1.04 | 0.59 | 1.82 | 0.905 | 1.01 | 0.57 | 1.80 | 0.969 |
≥3 months | 0.76 | 0.39 | 1.50 | 0.432 | 0.74 | 0.37 | 1.46 | 0.381 |
P trend | 0.526 | 0.454 | ||||||
Ever rhinitis | ||||||||
1 day–2 months | 1.91 | 1.18 | 3.07 | 0.008 | 1.89 | 1.15 | 3.11 | 0.013 |
≥3 months | 1.99 | 1.18 | 3.36 | 0.010 | 1.92 | 1.11 | 3.31 | 0.019 |
P trend | 0.001 | 0.002 | ||||||
Current rhinitis | ||||||||
1 day–2 months | 1.14 | 0.53 | 2.47 | 0.733 | 0.99 | 0.45 | 2.18 | 0.982 |
≥3 months | 1.42 | 0.65 | 3.10 | 0.373 | 1.17 | 0.53 | 2.62 | 0.696 |
P trend | 0.358 | 0.739 |
†. ORs adjusted for maternal history of allergy (asthma, atopic dermatitis, or allergic rhinitis), maternal education level, maternal age at pregnancy, maternal BMI, maternal smoking during pregnancy, mode of delivery, gestational age at delivery, previous live birth, day care and gender of child.
Our results supported the hypothesis that maternal history of OCP use before pregnancy is associated with increased respiratory allergic disease signs in the first five years of life. Moreover, longer time use of OCP was associated with an increased risk of such conditions. Strength of our study was the study design of which evidence level is higher than trans-sectional case-control studies ever reported. Especially this prospective birth cohort consisted of general population not focusing on children with high risk of allergy.
A Norwegian birth cohort study examined the influence of two types of OCPs (estrogen-progestin combined pills and progestin-only pills) and found that progestin-only pills use was slightly associated with wheeze in children at 6–8 months old (aOR, 1.19; 95% CI, 1.05–1.34).9 Meanwhile, a Jamaican cohort study, not evaluating the types of OCP, reported that maternal OCP use was associated with asthma or wheeze in children at 11–12 years old (aOR, 1.81; 95% CI, 1.25–2.61).7 On the other hand, a German case-control study, not evaluating the types of OCP as well, did not show an association between OCP use and asthma/allergic rhinitis, but showed an association with atopic eczema among children aged 5–14 years instead, as noted by Frye et al.12 Another case-control study in the UK demonstrated that OCP use within 6 months of conception was associated with asthma (aOR, 1.16; 95% CI, 1.06–1.27).8 As to the association between OCP use and allergic outcomes of young adults, young women in German cohort study had the inverse association between OCP use and new-onset asthma and allergic rhinitis after puberty.13 Regarding hormone replacement therapy, another cohort study reported that postmenopausal women in the US who used hormones increased the risk of asthma compared to those who never used.14 A controversial impact of OCPs as well as hormone replacement therapy on wheeze/allergy implies that the dose and type of OCP used and the duration and timing of the usage may influence the development of wheeze and allergy in children and adults. Comparative study with USA and France found OCP use was not the first choice for contraceptive method in Japan.15 The prevalence of allergic diseases in western countries was higher than that in non-western countries according to the large scale international epidemiological study.16 The prevalence of OCP use in western countries was also much higher than that in Japan.17 If the prevalence of OCP use influences the prevalence of offsprings childhood asthma and allergic outcomes, the more Japanese populations use OCP, the higher the prevalence of wheeze and allergic diseases may be.
At present, the underlying mechanisms of wheeze and allergic diseases development caused by OCPs are still unclear. A recent study revealed that an interaction among genetic variants in the GATA 3, OCP use and DNA-methylation increased asthma prevalence in post-puberty women,18 suggesting that OCP use before pregnancy may cause epigenetic changes such as DNA-methylation. According to the Developmental Origins of Health and Disease (DOHaD) theory,5, 6 and 19 it is speculated these epigenetic alterations before conception may be passed on to the embryo leading to the development of wheeze and allergic diseases in their childhood age, although there has been no evidence that preconceptional OCP use had epigenetic influence on the gametocyte, so far. The emerging concept of DOHaD hypothesis implies that an exposure of the female gametocyte or the fetus to various environmental factors may contribute to the development of non-communicable diseases in children. Besides preconceptional exposure to OCP, prenatal exposure to acetaminophen was reported to be associated with wheeze of children at age of 5 years.20 Exposures to various medication not only during pregnancy but also even before conception should be considered as candidates of risk factors to be explored to prevent the development to childhood allergic diseases.
There were several limitations in this study. We could not evaluate the influence of different types of OCPs, because in Japan, only estrogen-progestin pills were available to be prescribed before and during the recruitment of pregnant women to this birth cohort study. Furthermore, exact doses and timing of OCP used by participants was impossible to be detected since enrollment of participants for the birth cohort study was done after confirmed their pregnancy. Another limitation was that lost to follow-up rate in this study was 35%, and the number of previous live births was the only variable which showed statistical difference between subjects, but it gave no influence on our conclusion even after adjustment. To minimize the influence of confounders, a randomized controlled trials is the best to provide the highest evidence, but they can not be permitted to be carried out from ethical point of view to evaluate the risk of preconceptional OCP use. One of the other limitations of our study was that we measured childhood outcomes not directly by a physician but by a questionnaire. Indeed, various birth cohort studies have used validated questionnaires to evaluate outcomes. Single-center recruitment in Tokyo was also the other limitation of our study. Although participants in the cohort might not be representative of whole Japanese population, we could found the statistically significant association between preconceptional OCP use and childhood wheeze and allergic outcomes after adjusting for the confounders in our study.
In summary, our prospective birth cohort study suggested that maternal OCP use was a risk of the development of childhood wheeze and some allergic outcomes in their offspring. More than three-months usage of OCP increased the risk of asthma and related allergic outcomes.
The authors have no conflict of interest to declare.
KYH, MF, TS, MN, FK, HS and YO designed the study. KYH, MF, TS, MN, and YO contributed to data collection. LY performed the statistical analysis. KYH, MF, TS, MN, FK, HS and YO contributed to the interpretation of the results. KYH wrote the first draft of the manuscript. All authors read and approved the final manuscript.
We deeply thank the mothers and children who participated in the T-CHLD study. We would like to thank Dr. Julian Tang of the Department of Education for Clinical Research, National Center for Child Health and Development, for proofreading, and rewriting part of this manuscript. This study was supported in part by Health and Labour Sciences Research Grants from the Ministry of Health, Labour, and Welfare of Japan (No. 09158522) and by the Grant of National Center for Child Health and Development (20A-1).
Published on 05/04/17
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