Abstract
Background
Whether probiotics, which can influence the microbiome, prevent infant eczema or allergic diseases remains an open question. Most studies have focused on high-risk infants.
Objectives
To assess whether consumption of probiotic milk products protects against atopic eczema, rhinoconjuctivitis, and asthma in early childhood in a large population-based pregnancy cohort (The Norwegian Mother and Child Cohort Study).
Methods
We examined associations between consumption of probiotic milk products in pregnancy and infancy with questionnaire-reported atopic eczema, rhinoconjuctivitis, and asthma in 40,614 children. Relative risks (RR) were calculated using general linear models, adjusted for potential confounders.
Results
Consumption of probiotic milk in pregnancy was associated with a slightly reduced risk [(adjusted RR (aRR)] of atopic eczema at 6 months aRR=0.94 (95% CI: 0.89, 0.99) and of rhinoconjuctivitis between 18 and 36 months, aRR=0.87 (95% CI: 0.78, 0.98) compared with no consumption during pregnancy. Maternal history of allergic disease did not notably influence the associations. When both mother (during pregnancy) and infant (after 6 months of age) had consumed probiotic milk, the adjusted relative risk of rhinoconjunctivitis was aRR=0.80 (95% CI: 0.68, 0.93) relative to no consumption by either. Probiotic milk consumption was not associated with asthma at 36 months.
Conclusions
In this population-based cohort, consumption of probiotic milk products was related to a reduced incidence of atopic eczema and rhinoconjuctivitis, but no association was seen for incidence of asthma by 36 months of age.
Keywords: allergy, asthma, eczema, microbiome, MoBa, probiotics, rhinoconjunctivitis
Introduction
The development of allergic diseases in childhood is influenced by factors that stimulate the immune system. Intestinal microbes influence immunological maturation in infants1. The fecal flora has been found to differ between infants who later develop allergic diseases and those who do not2-4. The composition of intestinal microbiome is determined by exposure to maternal vaginal inoculum at birth, diet, and other factors5, 6. Manipulation of the intestinal microbiome in infants may provide an approach to the prevention of allergic diseases.
Probiotics are defined as ‘live microorganisms which, when administered in adequate amounts, confer a health benefit on the host’7. One meta-analysis of clinical trials concluded that probiotics, given as supplements in pregnancy or infancy, may reduce the risk of atopic eczema in infants8. Most of the trials have been conducted among high-risk infants8-10. However, a consensus report and other publications have concluded that a role for probiotics in the prevention of eczema and other allergic diseases is not established and that further data are needed11-13. In a large European birth cohort the timing of infantile intestinal colonization was not associated with early childhood atopic eczema or food allergy14. Thus, even if probiotic supplementation may provide some beneficial effect, the timing of probiotic supplementation and whether continued supplementation in infancy is necessary is still unclear9, 10. Thus, questions remain about efficacy, and there are few data on outcomes other than eczema or on potential differential effects of treatment in pregnancy versus infancy12.
Data from clinical trials are the gold standard for establishing causality, but also have limitations15, 16. In the case of probiotics supplementation and infant eczema, the trials have been relatively modest in size (median 175, range 69 to 925 infants in the 13 studies included in the meta-analysis8)12. Further, they have been conducted in high-risk infants and thus their generalizability to the population as a whole remains uncertain.
Consumption of probiotic foods and dietary supplements is becoming increasingly common17, 18; in the US new formulations of probiotic dietary supplements and foods are introduced almost daily19. Thus, questions about the generalizability of the trial results are of growing importance.
To address these issues, we examined data from a large, prospective pregnancy cohort, the Norwegian Mother and Child Cohort Study (MoBa), to assess whether maternal intake of lactobacilli-containing yogurt and milk – the only probiotic foods widely available in Norway at the time of the study - protect against eczema, rhinoconjunctivitis, and asthma in early childhood. We also considered the effect of consumption of probiotic milk products by the infant in combination with maternal intake during pregnancy.
Methods
We analyzed data from subjects in the Norwegian Mother and Child Cohort Study (MoBa), initiated and maintained at the Norwegian Institute of Public Health20. Participants were recruited throughout Norway from 1999-2008, and 38.5% of the invited women consented to participate. The cohort now includes 108,000 children from 90,700 mothers. Follow-up is conducted by questionnaires at regular intervals21. The study was approved by The Regional Committee for Medical Research Ethics in South-Eastern Norway. Informed consent was obtained from each MoBa participant upon recruitment.
The present study was based on version 6 of the quality-assured data files released in 2011. The schedule for completion of questionnaires was: baseline at gestational week 18; food frequency questionnaire (FFQ) at gestational week 22; third prenatal questionnaire at gestational week 30; and postnatal questionnaires at 6 months, 18 months, and 36 months. We also used information collected by the Medical Birth Registry of Norway (MBRN). The version of the FFQ that includes questions on probiotic milk and yogurt consumption during pregnancy has been in use from March 1 200222 and thus we included mothers who enrolled in the study after this date (n=76,218 eligible, Figure E1). Among these 76,218, there were 74,751 singletons whose mothers responded to both the baseline questionnaire and the FFQ. In total, 40,614 of the eligible mothers completed all the postnatal questionnaires (up to 36-months age), and 4,325 (10.6%) contributed more than one pregnancy.
Outcomes
“Eczema” was classified based on mothers’ responses to a question about “atopic eczema (childhood eczema)” asked on both the 6-month and 18-month questionnaires. A child was classified as having rhinoconjunctivitis based on a mother’s “yes” response to a question about “allergy affecting eyes or nose, e.g. hay fever” on the 36-month questionnaire. “Current asthma with asthma medication 36 months” was defined by current asthma and reported use of an inhaled asthma medication in the past 12 months on the 36 month questionnaire. Inhaled asthma medications included inhaled glucocorticoids and/or beta-2 agonists (Table E1). These are the main medication dispense for asthma at this age in Norway.
Dietary information
Intake of milk-based probiotic products during pregnancy was recorded in the FFQ. The women were asked how often they consumed milk and yogurt, clearly distinguishing probiotic milk and yogurt from other milk items (page 5 of the FFQ, available from: http://www.fhi.no/dokumenter/011fbd699d.pdf). The probiotic items queried were Biola milk (Tine SA), Biola yogurt (Tine SA), and Cultura milk (Tine SA). These were the only probiotic foods widely available in Norway at the time of the study. Biola milk and yogurt contained Lactobacillus acidophilus LA-5, Bifidobacterium lactis Bb12, and L. rhamnosus (LGG), and Cultura milk contained L. acidiophilus LA-5 and B. lactis Bb12. These probiotic species are commonly used in clinical trials assessing prevention of atopic eczema because early colonization of lactobacilli is believed to protect against atopic diseases23, 24 and higher bifidobacteria colonization have been reported among non-atopic as compared to atopic children25. Reported pregnancy consumption across all probiotic milk products was categorized into one dichotomous variable for any intake versus no intake, and one three level variable based on intake in mL/day categorized into “none”, “13.0-28.3 mL/day” and “≥28.4 mL/day”. The child’s consumption of Biola milk between the ages of 6 and 18 months was reported in the 18-month questionnaire. We constructed a variable with four groups of probiotic milk consumption: no intake, intake reported for the child only, for the mother only, and for both mother and child.
Maternal, pregnancy and child characteristics
The following variables were retrieved from the MoBa questionnaires: maternal body mass index (BMI) before pregnancy (based on self-reported weight and height), maternal education, smoking status in pregnancy, maternal history of allergic disease (asthma and/or rhinoconjuctivitis), probiotic-containing supplements, and breast-feeding (full or partial) for at least 6 months. The data retrieved from the MBRN were marital status, parity, maternal age at delivery, delivery by cesarean section or vaginally, infant’s gender, and birth weight in grams.
Statistical analyses
We used generalized linear models with a log-link for binary data which gives relative risks (RR) as association measures. Robust variance estimations with cluster adjustments were used to account for siblings. In the multivariate analyses, 94-95% of the observations were available in the analyses of atopic eczema, rhinoconjuntivitis, and asthma. Covariates were selected based on a directed acyclic graph (DAG)26. The minimal sufficient adjustment set for estimating the total effect of maternal consumption of probiotic milk for allergic disease in the child was: pre-pregnancy BMI, maternal education, smoking in pregnancy, maternal age at delivery, and dietary fiber intake. We also fitted models that took into account additional covariates: maternal history of allergic disease, total energy intake (MJ/day), mode of delivery (cesarean section versus vaginal), breast-feeding, parity, and infant’s gender. Maternal age, dietary fiber intake, and total energy intake are reported in categories in Table 1, but were used as continuous variables in the statistical models. We examined the association between the child’s consumption of probiotic milk products (after 6 months of age) and current atopic eczema at 18 months, rhinoconjuntivitis 18-36 months, and current asthma with asthma medication at 36 months. We also did stratified analyses by maternal history of allergic disease, mode of delivery, and gender.
Table 1.
N with characteristic |
Percent of total (n=40,614) |
% of probiotic consumers by levels of characteristica |
|
---|---|---|---|
Consumed probiotic milk or yogurt | |||
No | 25,572 | 63 | |
Yes | 15,042 | 37 | |
Marital status | |||
Married | 20,209 | 50 | 37 |
Cohabitated | 19,213 | 47 | 37 |
Single | 1,082 | 3 | 35 |
Maternal education | |||
Less than high school | 2,229 | 6 | 26 |
High school | 11,032 | 27 | 29 |
Up to 4 years of college | 17,692 | 44 | 38 |
> 4 years of college | 9,512 | 23 | 46 |
Pre-pregnancy body mass index, kg/m,2 | |||
<18.5 | 1,130 | 3 | 35 |
18.5-24.9 | 26,351 | 66 | 40 |
25-29.9 | 8,699 | 22 | 34 |
30+ | 3,544 | 9 | 26 |
Daily smoking at least once during pregnancy | |||
No | 37,091 | 92 | 38 |
Yes | 3,155 | 8 | 24 |
Maternal history of asthma/allergy | |||
No | 30,135 | 74 | 37 |
Yes | 10,479 | 26 | 39 |
Parity | |||
Primiparous | 19,756 | 49 | 40 |
Multiparous | 20,831 | 51 | 34 |
Maternal age at delivery, years | |||
<20-24 | 3,601 | 9 | 30 |
25-29 | 13,529 | 33 | 37 |
30-34 | 16,311 | 40 | 38 |
35+ | 7,173 | 18 | 39 |
Probiotic milk and yogurt in pregnancy | |||
None | 25,572 | 63 | n.a |
13 – 28.3mL/day | 6,644 | 16 | n.a |
≥ 28.4 mL/day | 8,398 | 21 | n.a |
Total energy intake, MJ/d | |||
Quartile 1 (4.5-7.8) | 10,033 | 25 | 32 |
Quartile 2 (7.9-9.2) | 10,032 | 25 | 37 |
Quartile 3 (9.3-10.9) | 10,033 | 25 | 40 |
Quartile 4 (11.0+) | 10,032 | 25 | 40 |
Dietary fiber intake, g/10 MJ | |||
Quartile 1 (13-27) | 10,033 | 25 | 31 |
Quartile 2 (>27-31) | 10,032 | 25 | 37 |
Quartile 3 (>31-36) | 10,033 | 25 | 40 |
Quartile 4 (>36) | 10,032 | 25 | 41 |
Cesarean-section | |||
No | 35,057 | 86 | 37 |
Yes | 5,557 | 14 | 36 |
Birth weight,g | |||
<2500 | 1,094 | 3 | 35 |
2500-2999 | 3,455 | 9 | 37 |
3000-3499 | 11,831 | 29 | 38 |
3500-4000 | 15,490 | 38 | 37 |
>4000 | 8,744 | 21 | 36 |
Breast-feeding for at least 6 months | |||
No | 8,601 | 21 | 31 |
Yes | 32,013 | 79 | 39 |
Gender | |||
Boys | 20,725 | 51 | 37 |
Girls | 19,899 | 49 | 37 |
All P-values from chi-squared tests for differences in characteristics between non-consumers and consumers were <.05 except for marital status, gender, and birth weight. Information missing for marital status (n=110), smoking (n=368), parity (n=27), prepregnancy body mass index (n=890), and maternal education (n=149). Prenatal questionnaire 1 available from:
http://www.fhi.no/dokumenter/1f32a49514.pdf and prenatal questionnaire 3 available from
P-values ≤ .05, 2-sided, were considered statistically significant. Data were analyzed using Stata 12.1 (Stata Corporation, College Station, Texas).
Results
The 40,614 children in this study were born from 2003 to 2009. In the FFQ 37% of the women reported consumption of at least one of the probiotic milk or yogurt products (Table 1), and approximately 50% of these women also gave their child Biola milk after 6 months age. Only 0.4% of the mothers reported taking probiotic-containing supplements (such as in capsule form) in pregnancy. Maternal consumption of probiotic milk and yogurt in pregnancy was more common among the higher educated women, women who did not smoke in pregnancy, in primiparous women, in older women, in women who breast-fed the infants for at least 6 months, in women with normal pre-pregnancy BMI, and in the women with the highest daily fiber intake during pregnancy (Table 1). Compared with the underlying MoBa cohort of women who had entered the study after February 2002, the study population had a slightly lower proportion of women with less than high-school education, women who smoked during pregnancy, and multiparous women. However, the proportion of mothers who consumed probiotic milk during pregnancy was similar in the underlying MoBa cohort and the study population overall and across virtually all categories of covariates (see Table E2 in the Online Repository). Among the 40,614 children, 12.2% had symptoms of atopic eczema by 6 months of age, 13.6% had current atopic eczema at 18 months, 3.6% had experienced rhinoconjuctivitis symptoms between 18 and 36 months age, and 5.7% had current asthma with asthma medication at 36 months.
Probiotic milk consumption and allergic disease
Probiotic milk and yogurt consumption during pregnancy, compared with no consumption during pregnancy, was associated with a small reduction in the adjusted relative risk of atopic eczema by 6 months of age: 0.94 (95% CI: 0.89, 0.99) but this association was no longer seen for current eczema at 18 months of age (1.00, 95% CI: 0.95, 1.05) (Table 2). However, in analysis considering both during pregnancy and childhood intake, consumption by both mother during pregnancy and by the child after 6 months of age, compared with no intake by either mother or child, was associated with slightly reduced risk of current eczema at 18 months of age (aRR=0.93, 95% CI 0.86, 1.00) (Table 3). For rhinoconjuncitivis between 18 and 36 months the adjusted relative risk for probiotic intake during pregnancy compared with no intake during pregnancy was 0.87 (95% CI: 0.78, 0.98) (Table 2) and aRR=0.80 (0.95% CI: 0.68, 0.93) in analyses incorporating pregnancy and childhood intake compared with no intake during either period (Table 3). The results from the models with the DAG-selected covariates and the additionally adjusted models were essentially the same (Table 2).
Table 2.
Cases n |
Cases %* |
Unadjusted RR (95% CI) |
Adjusteda RR (95% CI) |
Adjustedb RR (95% CI) |
|
---|---|---|---|---|---|
Atopic eczema 6 months | 4,849 | 12.2 | 0.94 (0.89, 1.00) | 0.93 (0.88, 0.99) | 0.94 (0.89, 0.99) |
Current atopic eczema 18 months | 5,440 | 13.6 | 0.99 (0.94, 1.04) | 1.00 (0.94, 1.05) | 1.00 (0.95, 1.05) |
Rhinoconjuctivitis 18-36 months | 1,425 | 3.6 | 0.85 (0.76, 0.95) | 0.90 (0.81, 1.00) | 0.87 (0.78, 0.98) |
Current asthma 36 months with asthma medication |
2,260 | 5.7 | 0.97 (0.90, 1.05) | 0.99 (0.91, 1.08) | 0.99 (0.91, 1.08) |
Adjusted for maternal age, smoking in pregnancy, maternal education, pre-pregnancy BMI, dietary fiber intake (g/10 MJ).
Additional adjustment for total energy intake (MJ/day), breast-feeding, maternal history of allergic disease, parity, infant’s gender, and mode of delivery (Cesarean section versus vaginal).
Missing outcome data for: atopic eczema 6 months (2.1%), current atopic eczema 18 months (1.3%), rhinoconjuctivitis 18-36 months (2.9%), and current asthma 36 months with asthma medication (2.6%). The case percent is calculated with the total N in the denominator with no missing information
Table 3.
Current atopic eczema 18 months |
Rhinoconjunctivis 18-36 months |
Current asthma with asthma medication 36 months |
|||||
---|---|---|---|---|---|---|---|
Probiotic milk products | N | Cases % |
Adjusteda RR (95% CI) |
Cases % |
Adjusteda RR (95% CI) |
Cases % |
Adjusteda RR (95% CI) |
No intake (ref) | 18,572 | 13.6 | 1 | 3.9 | 1 | 5.8 | 1 |
Child intake only | 7,000 | 13.6 | 1.01 (0.94, 1.08) | 3.7 | 0.98 (0.85, 1.13) | 5.9 | 1.08 (0.96, 1.21) |
Mother intake only | 7,437 | 14.6 | 1.08 (1.01, 1.15) | 3.6 | 0.94 (0.81, 1.08) | 5.3 | 0.96 (0.85, 1.08) |
Mother and child | 7,605 | 12.5 | 0.93 (0.86, 1.00) | 3.0 | 0.80 (0.68, 0.93) | 5.8 | 1.07 (0.95, 1.19) |
Adjusted for maternal age, smoking in pregnancy, maternal education, pre-pregnancy BMI, dietary fiber intake (g/10 MJ), total energy intake (MJ/day), breast-feeding, maternal history of allergic disease, parity, infant’s gender, and mode of delivery.
No association was seen for consumption of probiotic milk products in pregnancy and asthma with asthma medication at 36 months (Table 2). When we use a less stringent definition of current asthma at age 36 months that does not restrict to those using medication in the past 12 months, we have 2,556 cases compared with 2,260 with medication use. Results are similar for either outcome. For example the adjusted RR for asthma without the medication restriction for maternal probiotic milk and yogurt consumption in pregnancy is 0.98 (95% CI: 0.90, 1.06) compared with the RR for the current asthma with medication use (0.99, 95% CI: 0.91, 1.08 (Table 2)). We found no evidence of a monotonic relation across the three categories of consumption of probiotic milk and yogurt (none, 13.0 −28.3 mL/day, ≥28.4 mL/day) for any of the outcomes (see Table E3 in the Online Repository).
Sensitivity analyses
The estimates for atopic eczema and rhinoconjuctivitis were similar to our main results reported in Tables 2 and 3 after controlling for maternal income, gestational age, day-care, variables considered as surrogates for antibiotic use in pregnancy: reported use of medication due to upper respiratory tract infections, lower respiratory tract infections, and urinary tract infections, and variables considered as surrogates for paracetamol use in pregnancy: reported use of medication due to headache/migraine, fever, and common cold/flu (Tables E4-E6 in the Online Repository).
Stratified analyses
In stratified analyses, maternal history of allergic disease did not notably influence our findings. The adjusted relative risk was below one in both strata for both atopic eczema and rhinoconjuctivitis. While the relative risk was slightly lower in the much larger group of children (74%) whose mothers did not have allergic disease (Table 4), the differences by strata were not statistically significant (Interaction P=.5 for atopic eczema at 6 months and P=.2 for rhinoconjuctivitis).
Table 4.
No maternal history of asthma/allergy N=30,135 |
Maternal history of asthma/allergy N=10,479 |
|||
---|---|---|---|---|
Cases % |
Adjusteda RR (95% CI) |
Cases % |
Adjusteda RR (95% CI) |
|
Atopic eczema 6 months | 11.2 | 0.92 (0.86, 0.99) | 14.9 | 0.98 (0.89, 1.08) |
Current atopic eczema 18 months | 12.5 | 1.00 (0.94, 1.07) | 16.5 | 0.99 (0.90, 1.09) |
Rhinoconjunctivits 18-36 months | 2.7 | 0.80 (0.69, 0.94) | 6.3 | 0.96 (0.81, 1.12) |
Current asthma with asthma medication 36 months |
4.7 | 0.95 (0.84, 1.06) | 8.7 | 1.06 (0.92, 1.21) |
Adjusted for maternal age, smoking in pregnancy, maternal education, pre-pregnancy BMI, dietary fiber intake (g/10 MJ), total energy intake (MJ/day), breast-feeding, parity, infant’s gender, and mode of delivery
Upon stratification by mode of delivery, maternal probiotic milk consumption was associated with a statistically significant reduced risk of atopic eczema at 6 months and of rhinoconjuctivitis at 18-36 months in the larger group (86% of subjects) born via vaginal delivery (Table 5). There was no statistical evidence for interaction between probiotic consumption and mode of delivery (P>.5 for all outcomes).
Table 5.
Vaginal delivery N=35,057 |
Cesarean section N=5,557 |
|||
---|---|---|---|---|
Cases % |
Adjusteda aRR (95% CI) |
Cases % |
Adjusteda aRR ( 95% C1 ) |
|
Atopic eczema by 6 months | 12.2 | 0.94 (0.88, 1.00) | 12.5 | 0.93 (0.80, 1.09) |
Current atopic eczema 18 months | 13.7 | 1.00 (0.95, 1.06) | 12.7 | 0.97 (0.83, 1.13) |
Rhinoconjuctivitis 18-36 months | 3.5 | 0.86 (0.76, 0.98) | 4.4 | 0.92 (0.70, 1.22) |
Current asthma with asthma medication 36 months |
5.5 | 0.99 (0.90, 1.09) | 7.4 | 1.01 (0.82, 1.24) |
Adjusted for maternal age, smoking in pregnancy, maternal education, pre-pregnancy BMI, dietary fiber intake (g/10 MJ), total energy intake (MJ/day), breast-feeding, maternal history of allergic disease, parity, and infant’s gender.
Associations were similar in girls and boys (data not shown) and there was no statistically significant interaction between probiotic consumption and child’s gender (P>.3 for all outcomes).
Discussion
Intake of probiotic containing milk products in pregnancy was associated with a reduced relative risk of atopic eczema and rhinoconjuctivitis in children. While most clinical trials have focused on infants at increased risk for allergies by virtue of family history, we observed this association in a large population-based cohort which mostly (74%) consists of children without maternal history of allergic disease. The association between probiotics and rhinoconjuctivitis appeared to be enhanced if both the mother (during pregnancy) and the child (after 6 months of age) had consumed these products, as compared with no consumption or consumption only by mother or child. Similar to results reported from randomized controlled trials, probiotics did not reduce the risk of asthma.
The modest reduction in the incidence of atopic eczema with probiotic intake in pregnancy that we observed is in line with the most recent reviews and meta-analysis of randomized controlled trials among high-risk children8, 9, 13. However, a consensus report, a Cochrane review, and others have concluded that there was insufficient evidence to recommend probiotic supplementation to infants in the prevention of allergic disease due to the substantial heterogeneity between the studies and the excess losses in patient follow-up11-13.
The preventive effects of probiotics have usually been seen in clinical trials that have used a combination of prenatal and postnatal supplementation8, 27 and it is hard to draw conclusions regarding the relative importance of intake during the two periods8. Probiotic intake during pregnancy may modulate the maternal vaginal bacterial inoculum28 and influence the infants’ intestinal colonization during vaginal delivery. However, the evidence that probiotic supplementation in pregnancy improves the balance of the infants’ gut flora have been inconclusive2, 29. Probiotic supplementation is assumed to be of particular importance during the first few months after birth2, 30, and continuous supplementation has been claimed to be necessary to achieve beneficial effects later in childhood9, 10. Consistent with this assertion, in our study, probiotic milk consumption in pregnancy was associated with reduced risk of atopic eczema by 6 months, but not current atopic eczema at 18 months. The lack of a dose response relationship between the amount of probiotic milk consumed and the outcomes might be regarded as an argument against causality. However, the variability in consumption may not have been sufficient to detect a trend. Our highest category starts at only one ounce per day. However, when both the mother and child consumed probiotics, the risk of current eczema at 18 months of age was reduced. As further support for the importance of sustained exposure after birth, we found a larger reduced risk of rhinoconjuctivitis at 18-36 months when both mother and child had consumed probiotic milk. We do not have information about maternal probiotic intake after pregnancy. However, a woman who consumed probiotic milk in pregnancy and has probiotic milk in her refrigerator to serve to her child is more likely to consume it herself after delivery than a woman who does not give her child probiotic milk. Most mothers in our sample breast-fed (full or partially) for at least 6 months and thus probiotic intake by the mother could exert additional effects on the child during breast-feeding. In mice, translocation of bacterial components from the gut to the mammary gland increased during lactation31. Human breastmilk contains both viable bacteria and a large range of bacterial DNA signatures, some of gut origin32, 33. Thus, manipulation of the maternal gut microbiota via probiotics could influence bacteria and bacterial products found in breastmilk. Probiotic supplementation in pregnancy, in particular by the strain LGG which is contained in the Biola milk consumed by study subjects, has been found to increase the levels of IL-10 in breastmilk32, 34. IL-10 has anti-inflammatory effects and is involved in pathways of downregulation of IgE synthesis35. This mechanism of transmission of bacterial components or cytokines via breast-feeding from mother to infant occurs independently of the mode of delivery. This could explain the minimal difference in associations between probiotic consumption in pregnancy and outcomes for infants born vaginally versus by cesarean section in our study. Of note, in several of the clinical trials, the postnatal probiotic supplementation was given to the lactating mother rather than directly to the infant.
Rather than focusing on high-risk children as in most of the clinical trials, we were able to examine effects in the whole population. Few randomized controlled trials have examined low-risk children36-38. In a trial from Norway, where women were given the same Biola product examined here, a statistically significant effect on atopic dermatitis was seen only in children without family history of allergic disease36. Another randomized controlled trial reported reduced incidence of eczema in both high- and low-risk infants after probiotic mothers’ supplementation during breast-feeding38. Although the differences were not statistically significant, the relative risks for atopic eczema and rhinoconjunctivitis were slightly lower in the larger group of children without a family history of allergic disease as compared to children with a family history of allergic disease. It is possible that the dose of probiotic milk products consumed by the mothers in this study is too low to provide a beneficial effect in children who are genetically predisposed to developing allergic disease. Nevertheless, our results increase the body of evidence on beneficial effects of probiotics on allergic diseases in children without a family history of allergic disease.
When we considered both maternal and child consumption of probiotic milk, the children with maternal (pregnancy) consumption only, appeared to be at slightly increased risk of current atopic eczema at 18 months. We saw no increase risk from maternal consumption during pregnancy when ignoring child consumption. Mothers of children with early signs of atopic eczema may have suspected a milk allergy and therefore avoided giving the child probiotic milk. This could produce a higher prevalence of atopic eczema in this group.
There are few data on rhinitis in the clinical trials. We found a reduced relative risk of rhinoconjuctivitis at 18-36 months in relation to probiotic milk consumption. In one randomized controlled trial of 56 high-risk children given probiotic food supplementation, the treatment group had a lower frequency of rhinoconjuctivitis at 42 months of age than the placebo group39. However, since most of the trials were designed to assess atopic eczema, the infants were usually only followed up until 1-2 years of age and therefore too young to have developed rhinoconjuctivitis symptoms or sensitization to inhaled allergens. We assessed rhinoconjuctivitis on the 36-month questionnaire, which is an appropriate time for the earliest onset of symptoms.
Our reliance on questionnaire-based outcomes is a limitation. However, rhinoconjuctivitis is a condition that is mainly based on symptoms rather than on examination and thus may be more accurately captured by questionnaires than other allergic disease outcomes where objective clinical examinations are preferred. The overall prevalence of rhinoconjuctivitis symptoms among the children at 18- 36 months was 3.6% which does not suggest over reporting by the mothers40. The prevalence was higher among children of mothers with allergic disease as compared to children of mothers without allergic disease, consistent with expectations.
The use of questionnaires to identify atopic eczema is not ideal. However, in a recent meta-analysis of genome wide association of atopic dermatitis in population-based studies, which included the MoBa study, most of the studies of children ascertained this condition only by maternal report on questionnaire. Despite this limitation, replicable novel genetic loci were ascertained41. Self-reported atopic eczema may include a substantial amount of nonatopic disease and more detailed information about the distribution of the rash in e.g. flexures might have provided more specificity. However, in Norway mothers bring children for frequent visits to public health nurses for free during the first six months of life. Thus, mothers who notice rash are likely to have shown this to the nurse who can provide feedback regarding the diagnosis of atopic eczema. In this prospective study, the misclassification of the child’s skin problems as atopic eczema should be nondifferential according to probiotic intake during pregnancy and thus would generally lead to a bias toward the null rather than explain an inverse association.
Some cases of reported asthma at 36 months may represent transient wheezing illness that may resolve by school age. In this cohort however, while early wheezing was commonly reported (41% at 18 months), asthma at age 36 months was not (6.5%). Nonetheless, to address this issue, we used a more stringent definition of current asthma at 36 months which also required reported use of asthma medication in the last 12 months. Mother-reported use of asthma medication has previously been evaluated for 2,056 children in the MoBa study and showed high validity when the reported medications were compared to the Norwegian Prescription Database42.
MoBa Mothers who consumed probiotic milk products in pregnancy differ from the mothers who do not consume these products according to education and health patterns such as smoking, fiber intake, and BMI. Therefore unmeasured confounding may occur. However, we controlled for factors related to healthy lifestyle by adjusting for maternal education, pre-pregnancy BMI, total fiber intake, smoking in pregnancy, and maternal age.
Conclusions
In this large population-based pregnancy cohort study, the mothers were asked specifically about consumption of two brands of milk and yogurt that contain probiotic bifidobacteria and lactobacilli strains which are suggested to be beneficial in the prevention of allergic disease. These were the only widely available probiotic foods in Norway at the time of the study and probiotic supplements, such as capsules, were uncommon. Thus, we had a unique opportunity to study the association between consumption of probiotic milk products and allergic and respiratory disease in early childhood in a population without selection for increased risk of developing allergic disease. To the best of our knowledge this is the first large observational study to assess probiotic intake and allergic disease in childhood. Most randomized controlled trials have mainly focused on children at genetically increased risk. Our findings indicate that probiotic intake may be beneficial for the prevention of atopic eczema and rhinoconjuctivitis in the general population of children who mostly have no genetic predisposition for allergic disease development.
Material and methods
Dietary information and exposure assessment
Intake of milk-based probiotic products during pregnancy was recorded in the FFQ. The FFQ is a semi-quantitative questionnaire designed to capture dietary habits and intake of dietary supplements during the first 4-5 months of pregnancyE1, and produces realistic estimates of habitual intakeE2. Intake was reported by marking 1 of 11 intake frequencies ranging from “never” to “8 or more glasses per day” (a glass defined as 2.0 dl for the probiotic items), see FFQ page 5 (available from: http://www.fhi.no/dokumenter/011fbd699d.pdf). Among those using a product, the lowest intake category for each item was 1 glass monthly, equivalent to 6.6 milliliters per day (mL/day) and the maximum possible intake category was 8 glasses daily (1600 mL/day) as previously describedE3.
Dietary fiber intake in gram per 10 MJ of total energy intake per day (g/10 MJ) was calculated based on information from the FFQ. Dietary fiber intake is regarded as a proxy for a healthy diet. Foods that are high in fiber are typically whole grains, vegetables, fruits, and legumesE4. In the MoBa study, dietary fiber intake reflects intake of fruits, vegetables, and whole grains and is a good reflection of a healthy dietary patternE5, E6.
Supplementary Material
Clinical implications.
These results provide support for the hypothesis that probiotics in pregnancy might help prevent eczema and rhinoconjuctivitis in early childhood for the general population; continued probiotic intake after birth might also contribute.
Acknowledgement
We are grateful to all the participating families in Norway who take part in this ongoing cohort study.
Declaration of funding:
The Norwegian Mother and Child Cohort Study is supported by the Norwegian Ministry of Health, the Norwegian Ministry of Education and Research, the National Institute of Environmental Health Sciences (contract N01-ES-75558 and Division of Intramural Research contract ZIA ES049019), the National Institute of Neurological Disorders and Stroke (grant 1 UO1 NS 047537-01), and the Norwegian Research Council/FUGE (grant 151918/S10).
Abbreviations
- BMI
body mass index
- CI
confidence interval
- DAG
Directed Acyclic Graph
- FFQ
Food Frequency Questionnaire
- LGG
Lactobacillus rhamnosus
- MBRN
Medical Birth Registry of Norway
- MoBa
The Norwegian Mother and Child Cohort Study
- RR
relative risk
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
References
- 1.Rautava S, Kalliomaki M, Isolauri E. New therapeutic strategy for combating the increasing burden of allergic disease: Probiotics-A Nutrition, Allergy, Mucosal Immunology and Intestinal Microbiota (NAMI) Research Group report. J Allergy Clin Immunol. 2005;116:31–7. doi: 10.1016/j.jaci.2005.02.010. [DOI] [PubMed] [Google Scholar]
- 2.Gueimonde M, Kalliomaki M, Isolauri E, Salminen S. Probiotic intervention in neonates--will permanent colonization ensue? J Pediatr Gastroenterol Nutr. 2006;42:604–6. doi: 10.1097/01.mpg.0000221897.45910.d3. [DOI] [PubMed] [Google Scholar]
- 3.Isolauri E, Kalliomaki M, Laitinen K, Salminen S. Modulation of the maturing gut barrier and microbiota: a novel target in allergic disease. Curr Pharm Des. 2008;14:1368–75. doi: 10.2174/138161208784480207. [DOI] [PubMed] [Google Scholar]
- 4.Kalliomaki M, Kirjavainen P, Eerola E, Kero P, Salminen S, Isolauri E. Distinct patterns of neonatal gut microflora in infants in whom atopy was and was not developing. J Allergy Clin Immunol. 2001;107:129–34. doi: 10.1067/mai.2001.111237. [DOI] [PubMed] [Google Scholar]
- 5.Gueimonde M, Sakata S, Kalliomaki M, Isolauri E, Benno Y, Salminen S. Effect of maternal consumption of lactobacillus GG on transfer and establishment of fecal bifidobacterial microbiota in neonates. J Pediatr Gastroenterol Nutr. 2006;42:166–70. doi: 10.1097/01.mpg.0000189346.25172.fd. [DOI] [PubMed] [Google Scholar]
- 6.Rautava S, Collado MC, Salminen S, Isolauri E. Probiotics modulate host-microbe interaction in the placenta and fetal gut: a randomized, double-blind, placebo-controlled trial. Neonatology. 2012;102:178–84. doi: 10.1159/000339182. [DOI] [PubMed] [Google Scholar]
- 7.FAO/WHO . Guidelines for the evaluation of probiotics in food. Joint FAO/WHO working group report on drafting for the evaluation of probiotics in food. London, Ontario, Canada: 2002. [Google Scholar]
- 8.Pelucchi C, Chatenoud L, Turati F, Galeone C, Moja L, Bach JF, et al. Probiotics supplementation during pregnancy or infancy for the prevention of atopic dermatitis: a meta-analysis. Epidemiology. 2012;23:402–14. doi: 10.1097/EDE.0b013e31824d5da2. [DOI] [PubMed] [Google Scholar]
- 9.Foolad N, Brezinski EA, Chase EP, Armstrong AW. Effect of Nutrient Supplementation on Atopic Dermatitis in Children: A Systematic Review of Probiotics, Prebiotics, Formula, and Fatty Acids. Arch Dermatol. 2012:1–6. doi: 10.1001/jamadermatol.2013.1495. [DOI] [PubMed] [Google Scholar]
- 10.Rautava S, Kainonen E, Salminen S, Isolauri E. Maternal probiotic supplementation during pregnancy and breast-feeding reduces the risk of eczema in the infant. J Allergy Clin Immunol. 2012;130:1355–60. doi: 10.1016/j.jaci.2012.09.003. [DOI] [PubMed] [Google Scholar]
- 11.Fiocchi A, Burks W, Bahna SL, Bielory L, Boyle RJ, Cocco R, et al. Clinical Use of Probiotics in Pediatric Allergy (CUPPA): A World Allergy Organization Position Paper. World Allergy Organ J. 2012;5:148–67. doi: 10.1097/WOX.0b013e3182784ee0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ly NP, Litonjua A, Gold DR, Celedon JC. Gut microbiota, probiotics, and vitamin D: interrelated exposures influencing allergy, asthma, and obesity? J Allergy Clin Immunol. 2011;127:1087–94. doi: 10.1016/j.jaci.2011.02.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Osborn DA, Sinn JK. Probiotics in infants for prevention of allergic disease and food hypersensitivity. Cochrane Database Syst Rev. 2007:CD006475. doi: 10.1002/14651858.CD006474.pub2. [DOI] [PubMed] [Google Scholar]
- 14.Adlerberth I, Strachan DP, Matricardi PM, Ahrne S, Orfei L, Aberg N, et al. Gut microbiota and development of atopic eczema in 3 European birth cohorts. J Allergy Clin Immunol. 2007;120:343–50. doi: 10.1016/j.jaci.2007.05.018. [DOI] [PubMed] [Google Scholar]
- 15.Dreyer NA, Tunis SR, Berger M, Ollendorf D, Mattox P, Gliklich R. Why observational studies should be among the tools used in comparative effectiveness research. Health Aff (Millwood) 2010;29:1818–25. doi: 10.1377/hlthaff.2010.0666. [DOI] [PubMed] [Google Scholar]
- 16.Vandenbroucke JP. Observational research, randomised trials, and two views of medical science. PLoS Med. 2008;5:e67. doi: 10.1371/journal.pmed.0050067. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Bailey RL, Gahche JJ, Lentino CV, Dwyer JT, Engel JS, Thomas PR, et al. Dietary supplement use in the United States, 2003-2006. J Nutr. 2011;141:261–6. doi: 10.3945/jn.110.133025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Sanders ME, Levy DD. The science and regulations of probiotic food and supplement product labeling. Ann N Y Acad Sci. 2011;1219(Suppl 1):E1–E23. doi: 10.1111/j.1749-6632.2010.05956.x. [DOI] [PubMed] [Google Scholar]
- 19.Slashinski MJ, McCurdy SA, Achenbaum LS, Whitney SN, McGuire AL. “Snake-oil,” “quack medicine,” and “industrially cultured organisms:” biovalue and the commercialization of human microbiome research. BMC Med Ethics. 2012;13:28. doi: 10.1186/1472-6939-13-28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Magnus P, Irgens LM, Haug K, Nystad W, Skjaerven R, Stoltenberg C. Cohort profile: the Norwegian Mother and Child Cohort Study (MoBa) Int J Epidemiol. 2006;35:1146–50. doi: 10.1093/ije/dyl170. [DOI] [PubMed] [Google Scholar]
- 21.Irgens LM. The Medical Birth Registry of Norway. Epidemiological research and surveillance throughout 30 years. Acta Obstet Gynecol Scand. 2000;79:435–9. [PubMed] [Google Scholar]
- 22.Meltzer HM, Brantsaeter AL, Ydersbond TA, Alexander J, Haugen M. Methodological challenges when monitoring the diet of pregnant women in a large study: experiences from the Norwegian Mother and Child Cohort Study (MoBa) Matern Child Nutr. 2008;4:14–27. doi: 10.1111/j.1740-8709.2007.00104.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Pessi T, Sutas Y, Hurme M, Isolauri E. Interleukin-10 generation in atopic children following oral Lactobacillus rhamnosus GG. Clin Exp Allergy. 2000;30:1804–8. doi: 10.1046/j.1365-2222.2000.00948.x. [DOI] [PubMed] [Google Scholar]
- 24.Sepp E, Julge K, Vasar M, Naaber P, Bjorksten B, Mikelsaar M. Intestinal microflora of Estonian and Swedish infants. Acta Paediatr. 1997;86:956–61. doi: 10.1111/j.1651-2227.1997.tb15178.x. [DOI] [PubMed] [Google Scholar]
- 25.Bjorksten B. Effects of intestinal microflora and the environment on the development of asthma and allergy. Springer Semin Immunopathol. 2004;25:257–70. doi: 10.1007/s00281-003-0142-2. [DOI] [PubMed] [Google Scholar]
- 26.Greenland S, Pearl J, Robins JM. Causal diagrams for epidemiologic research. Epidemiology. 1999;10:37–48. [PubMed] [Google Scholar]
- 27.Tang MLK, Lahtinen SJ, Boyle RJ. Probiotics and prebiotics: clinical effects in allergic disease. Current Opinion in Pediatrics. 2010;22:626–34. doi: 10.1097/MOP.0b013e32833d9728. [DOI] [PubMed] [Google Scholar]
- 28.Vitali B, Cruciani F, Baldassarre ME, Capursi T, Spisni E, Valerii MC, et al. Dietary supplementation with probiotics during late pregnancy: outcome on vaginal microbiota and cytokine secretion. BMC Microbiol. 2012;12:236. doi: 10.1186/1471-2180-12-236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Ismail IH, Oppedisano F, Joseph SJ, Boyle RJ, Robins-Browne RM, Tang ML. Prenatal administration of Lactobacillus rhamnosus has no effect on the diversity of the early infant gut microbiota. Pediatr Allergy Immunol. 2012;23:255–8. doi: 10.1111/j.1399-3038.2011.01239.x. [DOI] [PubMed] [Google Scholar]
- 30.West CE, Hernell O, Andersson Y, Sjostedt M, Hammarstrom ML. Probiotic effects on T-cell maturation in infants during weaning. Clin Exp Allergy. 2012;42:540–9. doi: 10.1111/j.1365-2222.2011.03941.x. [DOI] [PubMed] [Google Scholar]
- 31.Donnet-Hughes A, Perez PF, Dore J, Leclerc M, Levenez F, Benyacoub J, et al. Potential role of the intestinal microbiota of the mother in neonatal immune education. Proc Nutr Soc. 2010;69:407–15. doi: 10.1017/S0029665110001898. [DOI] [PubMed] [Google Scholar]
- 32.Fernandez L, Langa S, Martin V, Maldonado A, Jimenez E, Martin R, et al. The human milk microbiota: Origin and potential roles in health and disease. Pharmacol Res. 2012 doi: 10.1016/j.phrs.2012.09.001. [DOI] [PubMed] [Google Scholar]
- 33.Perez PF, Dore J, Leclerc M, Levenez F, Benyacoub J, Serrant P, et al. Bacterial imprinting of the neonatal immune system: lessons from maternal cells? Pediatrics. 2007;119:e724–32. doi: 10.1542/peds.2006-1649. [DOI] [PubMed] [Google Scholar]
- 34.Kuitunen M, Kukkonen AK, Savilahti E. Impact of maternal allergy and use of probiotics during pregnancy on breast milk cytokines and food antibodies and development of allergy in children until 5 years. Int Arch Allergy Immunol. 2012;159:162–70. doi: 10.1159/000336157. [DOI] [PubMed] [Google Scholar]
- 35.Akdis CA, Akdis M. Mechanisms and treatment of allergic disease in the big picture of regulatory T cells. J Allergy Clin Immunol. 2009;123:735–46. doi: 10.1016/j.jaci.2009.02.030. quiz 47-8. [DOI] [PubMed] [Google Scholar]
- 36.Dotterud CK, Storro O, Johnsen R, Oien T. Probiotics in pregnant women to prevent allergic disease: a randomized, double-blind trial. Br J Dermatol. 2010;163:616–23. doi: 10.1111/j.1365-2133.2010.09889.x. [DOI] [PubMed] [Google Scholar]
- 37.Huurre A, Laitinen K, Rautava S, Korkeamaki M, Isolauri E. Impact of maternal atopy and probiotic supplementation during pregnancy on infant sensitization: a double-blind placebo-controlled study. Clin Exp Allergy. 2008;38:1342–8. doi: 10.1111/j.1365-2222.2008.03008.x. [DOI] [PubMed] [Google Scholar]
- 38.West CE, Hammarstrom ML, Hernell O. Probiotics during weaning reduce the incidence of eczema. Pediatric Allergy and Immunology. 2009;20:430–7. doi: 10.1111/j.1399-3038.2009.00745.x. [DOI] [PubMed] [Google Scholar]
- 39.Rose MA, Schubert R, Schulze J, Zielen S. Follow-up of probiotic Lactobacillus GG effects on allergic sensitization and asthma in infants at risk. Clin Exp Allergy. 2011;41:1819–21. doi: 10.1111/j.1365-2222.2011.03876.x. [DOI] [PubMed] [Google Scholar]
- 40.Rochat MK, Illi S, Ege MJ, Lau S, Keil T, Wahn U, et al. Allergic rhinitis as a predictor for wheezing onset in school-aged children. J Allergy Clin Immunol. 2010;126:1170–5 e2. doi: 10.1016/j.jaci.2010.09.008. [DOI] [PubMed] [Google Scholar]
- 41.Paternoster L, Standl M, Chen CM, Ramasamy A, Bonnelykke K, Duijts L, et al. Meta-analysis of genome-wide association studies identifies three new risk loci for atopic dermatitis. Nat Genet. 2012;44:187–92. doi: 10.1038/ng.1017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Furu K, Karlstad O, Skurtveit S, Haberg SE, Nafstad P, London SJ, et al. High validity of mother-reported use of antiasthmatics among children: a comparison with a population-based prescription database. J Clin Epidemiol. 2011;64:878–84. doi: 10.1016/j.jclinepi.2010.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
References
- E1.Meltzer HM, Brantsaeter AL, Ydersbond TA, Alexander J, Haugen M. Methodological challenges when monitoring the diet of pregnant women in a large study: experiences from the Norwegian Mother and Child Cohort Study (MoBa) Matern Child Nutr. 2008;4:14–27. doi: 10.1111/j.1740-8709.2007.00104.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- E2.Brantsaeter AL, Haugen M, Alexander J, Meltzer HM. Validity of a new food frequency questionnaire for pregnant women in the Norwegian Mother and Child Cohort Study (MoBa) Matern Child Nutr. 2008;4:28–43. doi: 10.1111/j.1740-8709.2007.00103.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- E3.Brantsaeter AL, Myhre R, Haugen M, Myking S, Sengpiel V, Magnus P, et al. Intake of probiotic food and risk of preeclampsia in primiparous women: the Norwegian Mother and Child Cohort Study. Am J Epidemiol. 2011;174:807–15. doi: 10.1093/aje/kwr168. [DOI] [PMC free article] [PubMed] [Google Scholar]
- E4.Slavin J. Fiber and prebiotics: mechanisms and health benefits. Nutrients. 2013;5:1417–35. doi: 10.3390/nu5041417. [DOI] [PMC free article] [PubMed] [Google Scholar]
- E5.Brantsaeter AL, Haugen M, Samuelsen SO, Torjusen H, Trogstad L, Alexander J, et al. A dietary pattern characterized by high intake of vegetables, fruits, and vegetable oils is associated with reduced risk of preeclampsia in nulliparous pregnant Norwegian women. J Nutr. 2009;139:1162–8. doi: 10.3945/jn.109.104968. [DOI] [PMC free article] [PubMed] [Google Scholar]
- E6.Torjusen H, Lieblein G, Naes T, Haugen M, Meltzer HM, Brantsaeter AL. Food patterns and dietary quality associated with organic food consumption during pregnancy; data from a large cohort of pregnant women in Norway. BMC Public Health. 2012;12:612. doi: 10.1186/1471-2458-12-612. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.