Abstract
Adipocytokines, which are secreted during fetal development by both mothers and fetuses, may influence fetal lung development, but little human data is available. We used data from the HOME Study to investigate the associations of cord blood adipocytokine concentrations with children’s lung forced expiratory volume (FEV1; N=160) and their risk of wheeze (N=281). We measured umbilical cord serum adipocytokine concentrations using enzyme-linked immunosorbent assays and FEV1 using a portable spirometer at ages 4 and 5 years to calculate the percent predicted FEV1 (%FEV1). Parents completed standardized questionnaires of their child’s wheeze symptoms every six months from birth to age five years, then again at ages six and eight years. We used multivariable linear mixed models and modified Poisson regression with generalized estimating equations to estimate associations of adipocytokine concentrations (log2-transformed) with children’s %FEV1 and the risk of wheeze, respectively, adjusting for sociodemographic, perinatal, and child factors. Cord serum leptin was not associated with children’s %FEV1. Higher cord serum adiponectin concentrations were associated with higher %FEV1 in girls (β=3.1, 95%CI:0.6,5.6), but not in boys (β=−1.3, 95%CI: −5.9,3.3) (sex x adiponectin p-value=0.05). Higher leptin was associated with lower risk of wheeze in girls (RR=0.74, 95%CI:0.66,0.84), but not boys (RR=0.87, 95%CI:0.69,1.11) (sex x leptin p-value=0.01). In contrast, higher adiponectin concentrations were associated with lower risk of wheeze (RR=0.84, 95%CI:0.73,0.96) in both boys and girls. These data suggest that fetal adipocytokines may impact lung development and function in early childhood. Future studies are needed to confirm these findings and explore the mechanisms underlying these associations.
Keywords: adipocytokines, children, lung function, wheeze
Introduction:
Wheezing is common in early childhood. Almost half of children experience wheezing during the first year of life and 10% of children have asthma after 6 years of age2, 3. Early life exposures, including respiratory infections and airway inflammation, may lead to wheezing episodes in early childhood4 and contribute to recurrent wheezing5. However, the in utero environment including the levels of circulatory adipocytokine may impact lung and immune system development to influence children’s lung function, capacity to fight respiratory infections, and ability to resolve airway inflammation. Thus, identifying prenatal determinants of respiratory health is critical to develop novel interventions that lead to better respiratory health throughout life6.
Adipocytokines, which includes leptin and adiponectin, are secreted by both the mother and the fetus during fetal development, largely by adipose tissue, and may have developmental and immunoregulatory effects important to lung development7. Leptin is produced by adipose cells and lung tissues in the fetus8, 9, as well as by the placental trophoblasts10, and may influence lung function and the risk of lung diseases in early childhood. The sharp rise in cord serum leptin after 34 weeks-gestation coincides with the rapid increase in the production of fetal lung surfactant11, a complex mixture of phospholipids and proteins that is critical for gas exchange at the surface of lung alveolus12, and its defective metabolism results in respiratory distress. In addition, animal and in vitro studies suggest that fetal leptin modulates pulmonary development by enhancing lung maturity13, 14, increasing lung weight, and stimulating surfactant protein synthesis15, 16. Thus fetal leptin concentrations may have direct impact on lung function later in life.
Adiponectin, which is primarily produced by fetal subcutaneous adipose tissue17, has antioxidant and anti-inflammatory functions in adults7, 15, 16. Less is known about the impact of human fetal adiponectin on lung development. Adiponectin-deficient mice exhibited an emphysema-like phenotype and increased levels of pro-inflammatory mediators that may contribute to the pathogenesis of inflammatory lung conditions18. In contrast, the lungs of mice that over-expressed adiponectin from conception onward were protected from oxidative and inflammatory injury in later life19, 20. Moreover, infants born preterm or small for gestational age, who have low concentrations of circulating adiponectin, are at increased risk for developing bronchopulmonary dysplasia from oxidative stress and inflammation21, although it is unclear whether in utero adiponectin has a direct impact on lung function and the development of lung diseases is independent of being born preterm or small for gestational age.
Little is known about the role of in utero adipocytokine concentrations on lung function during human childhood. Brenner et al. found no associations between cord blood adipocytokines and risk of wheezing disorders in early childhood in children of mothers with no history of atopy22, and reported that in children of mothers with a history of atopy, cord blood concentrations of adiponectin, but not leptin, were positively associated with risk of wheezing disorders in early childhood. However, we are unaware of any studies investigating whether in utero adipocytokines affect the risk for respiratory illness in later childhood or whether these two adipokines are associated with lung function. Thus, we investigated the associations of cord blood adiponectin and leptin with lung function and risk of wheezing disorders from ages 6 months to 8 years in a pregnancy and birth cohort.
Methods:
We used data from the Health Outcomes and Measures of the Environment (HOME) Study, a prospective pregnancy and birth cohort designed to assess the impact of early life chemical exposures on child growth and development23. From 2003–2006, study staff recruited women in the second trimester of pregnancy from nine prenatal care clinics affiliated with three hospitals in the greater Cincinnati, Ohio area. Inclusion criteria, recruitment, and follow-up have been described previously23. Of 468 women enrolled, 389 women remained in the study until delivery of a singleton live birth. We conducted follow-up visits with participating children at ages 4 weeks, 1 through 5 years, and again at 8 years. The HOME Study protocols were approved by the institutional review boards of their participating institutions. All participating mothers provided written informed consent for themselves and their children.
Serum adipocytokine measurements.
Umbilical cord venous blood was collected at delivery as previously described24. Leptin and adiponectin concentrations in umbilical cord serum samples were measured using an enzyme-linked immunosorbent assay (ELISA) and BioTeck microtiter ELx 808 plate reader. Each analytic batch included reagent blanks and low- and high-concentration quality control (QC) samples. The coefficient of variation (CV) of repeated QC measurements for leptin and adiponectin were approximately 11% and 17%, respectively. The limit of detections (LODs) were 0.8 ηg/mL and <2 μg/mL, for leptin and adiponectin, respectively. We used the machine-reading values for the seven samples below the LOD for leptin. All samples were above the LOD for adiponectin.
Childhood lung function.
When children were 4 and 5 years old, trained research assistants attempted to collect at least three acceptable forced expiratory volume (FEV)-1 measurements using a Piko-1 portable spirometer (nSpire Health Inc., Longmont, CO). FEV1 was recorded in liters (resolution 0.01 L). We calculated the percent predicted FEV1 (%FEV1) from the mean of three FEV1 measurements and multiplied the calculated %FEV1 value by 0.9 for children whose mothers reported their race as Black due to the established racial difference in FEV125–27. A total of 160 children had complete data available for cord serum leptin and adiponectin concentrations, covariates, and at least one measurement of lung function (FEV1).
Childhood Wheeze.
Trained research staff surveyed parents every six months from birth to age five years, then again at ages six and eight years to assess childhood wheeze23. We used a question from the National Health and Nutrition Examination Survey, asking, “Has (child’s name) had wheezing or whistling in his/her chest, in the last 6 months?”28. A previous study has shown that 83.5% of parents correctly identified “whistling or squeaking” as the definition of wheeze29. A total of 281 children had complete data available for cord blood serum leptin and adiponectin concentrations, covariates, and at least one wheeze questionnaire.
Covariate assessment.
We identified potential confounders of our exposure-outcome association based on a directed acyclic graph (Supplemental Figure 1)30. Trained research staff assessed maternal age, education, household income, parity, household income, maternal asthma, paternal asthma, maternal allergies, paternal allergies, pet ownership, living community at birth (rural, suburban, urban) and children’s race using standardized interviews. We abstracted children’s sex, birth weight, and gestational age from hospital medical charts. We calculated pre-pregnancy body mass index (BMI) using self-reported weight and height (or imputed weight if data were missing)31, 32. We calculated gestational weight gain by taking the difference between weight at the last visit prior to delivery and self-reported pre-pregnancy weight, and converting it to weight gain for gestational duration z-scores using data from a contemporary cohort of US women33. We measured children’s weight and height during follow-up visits and calculated children’s BMI z-scores based on World Health Organization age- and sex-specific standard data34. We used cord serum cotinine concentration or maternal gestational serum concentrations of cotinine at birth (if cord serum cotinine was not available; 11%) to assess gestational tobacco smoke exposure. We measured child serum cotinine concentrations using previously described methods at ages 1–4 years to assess child secondhand tobacco smoke exposure35–37. The limit of detection (LOD) for serum cotinine was 0.015 ηg/mL with a coefficient of variation (CV) ranging from 3–4% at high concentrations (1 ηg/mL) to 10% at low concentrations (0.1 ηg/mL). Gestational tobacco smoke exposure was categorized as unexposed (< LOD), secondhand exposure (LOD to 3 ηg/mL), and active exposure (> 3 ηg/mL)35, 38.
Statistical analyses.
We began by describing cord serum adipocytokine and outcome measures (%FEV1 at ages 4 or 5 years; wheeze at birth through ages 5, 6, and 8 years: any wheeze ever vs. never reported wheeze, excluding those who did not respond) according to potential confounders of our exposure-outcome association. Then, we estimated the associations between continuous log2-transformed adipocytokine concentrations and percent predicted FEV1 (%FEV1) outcomes using multivariable linear mixed models to account for the within-person correlation of repeated lung function measures. Next, we estimated the relative risk of wheeze with increasing continuous log2-transformed adipocytokine concentrations using modified Poisson regression with generalized estimating equations to account for the within-person correlation of repeated wheeze assessments39. We analyzed each exposure (leptin, adiponectin) and outcome (%FEV1; risk of wheeze) separately. We adjusted for child sex, maternal education, maternal race, parity, pre-pregnancy BMI, cord serum cotinine (when available, or maternal serum cotinine at birth), child birthweight percentile, and gestational age in all models. Finally, we examined the dose-response relation of the associations between adipocytokines and respiratory outcomes using 3-knot restricted cubic polynomial splines40.
Secondary Analyses and Sensitivity Analyses.
We included adipocytokine x sex interaction terms in our models to determine whether associations between adipocytokines and respiratory outcomes were modified by child sex because cord serum leptin concentrations have been reported to vary by child sex41, 42. We also included adipocytokine x visit interaction terms in our models to determine whether associations between adipocytokines and %FEV1 were modified by the time when FEV1 were measured. We considered p-values for interaction terms < 0.20 as an indication that the association varied by sex or by visit. In addition, we adjusted for baseline (prior or at birth) gestational weight gain z-score, maternal asthma, maternal allergies, paternal asthma, paternal allergies and living community at birth (rural, suburban or urban), as well as child serum cotinine concentrations (averaged concentrations at ages 1–4 years) and pet ownership (time-varying at ages 1–5 years). However, the presence or directionality of the associations of some of these covariates with exposure and outcome is unclear. We conducted all statistical analyses using SAS version 9.4 (SAS Institute Inc., USA).
Results:
In the HOME Study, median (25th, 75th) cord blood serum leptin and adiponectin concentrations were 9.1 (5, 15) ηg/mL and 41 (28, 53) μg/mL, respectively (Table 1). Median cord serum leptin concentrations were higher among girls, mothers who were overweight or obese (BMI ≥ 25 kg/m2), and younger mothers (18–25 years). Median cord serum leptin concentrations were higher among non-Hispanic White than non-Hispanic black children. Average cord serum adiponectin concentrations were higher among children who were born to households with income greater than $80,000 per annum, but lower among children born to women who were married or higher parity. Our analytic sample included more non-Hispanic Whites (69 vs 49%), less non-Hispanic Blacks (27 vs 44%), more married mothers (74 vs 54%), and more college graduates (56 vs 44%) than the full HOME Study sample.
Table 1:
Descriptive statistics of cord serum leptin and adiponectin concentrations in the Health Outcomes and Measures of the Environment (HOME) Study children.
| Cord blood leptin (ηg/mL) | Cord blood adiponectin (ug/mL) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| N | % | Median | 25th | 75th | N | % | Median | 25th | 75th | ||
| Overall | 280 | 100 | 9 | 5 | 15 | 295 | 100 | 41 | 28 | 53 | |
| Child sex | Girls | 151 | 62 | 11 | 7 | 18 | 162 | 55 | 41 | 28 | 53 |
| Boys | 129 | 38 | 8 | 4 | 14 | 133 | 45 | 41 | 27 | 53 | |
| Child race | Non-Hispanic White | 178 | 69 | 10 | 5 | 17 | 188 | 68 | 44 | 34 | 56 |
| Non-Hispanic Black | 77 | 27 | 9 | 6 | 15 | 81 | 25 | 34 | 26 | 48 | |
| Others | 22 | 5 | 7 | 2 | 10 | 23 | 7 | 31 | 26 | 45 | |
| Marital status | not married | 82 | 26 | 9 | 5 | 15 | 86 | 26 | 33 | 25 | 49 |
| married | 196 | 74 | 10 | 5 | 16 | 207 | 74 | 44 | 33 | 53 | |
| Mother’s age | 18–25 | 59 | 15 | 8 | 4 | 11 | 62 | 18 | 35 | 26 | 45 |
| 25–35 | 180 | 68 | 10 | 5 | 17 | 187 | 66 | 43 | 30 | 53 | |
| >35 | 41 | 16 | 9 | 7 | 15 | 46 | 15 | 42 | 28 | 55 | |
| Maternal education | High school graduate or less | 59 | 20 | 9 | 6 | 16 | 61 | 20 | 36 | 26 | 55 |
| Tech school or some college | 69 | 24 | 9 | 5 | 16 | 74 | 23 | 36 | 27 | 47 | |
| College graduate or above | 150 | 55 | 10 | 5 | 15 | 158 | 57 | 44 | 33 | 56 | |
| Pre-pregnancy BMI | <25 | 142 | 44 | 8 | 4 | 14 | 148 | 53 | 42 | 31 | 53 |
| 25–30 | 77 | 33 | 10 | 7 | 17 | 81 | 29 | 43 | 31 | 55 | |
| >30 | 51 | 22 | 13 | 7 | 21 | 56 | 18 | 34 | 22 | 51 | |
| Household income | 0–40K | 100 | 33 | 8 | 5 | 15 | 105 | 32 | 33 | 26 | 45 |
| 40–80K | 102 | 41 | 10 | 5 | 17 | 108 | 38 | 44 | 33 | 55 | |
| >80K | 78 | 26 | 9 | 5 | 15 | 82 | 30 | 45 | 36 | 56 | |
| Breast milk fed | No | 47 | 16 | 9 | 6 | 15 | 50 | 16 | 34 | 24 | 48 |
| Yes | 226 | 84 | 9 | 5 | 16 | 238 | 84 | 42 | 30 | 53 | |
| Parity number | 0 | 123 | 46 | 9 | 5 | 16 | 130 | 46 | 43 | 30 | 54 |
| 1 | 92 | 29 | 9 | 5 | 15 | 99 | 34 | 41 | 30 | 53 | |
| ≥2 | 65 | 25 | 10 | 6 | 17 | 66 | 20 | 35 | 24 | 52 | |
| Maternal serum cotinine at birth | Unexposed (<0.015 ηg/mL) | 107 | 43 | 9 | 5 | 15 | 113 | 43 | 43 | 28 | 55 |
| SHS (0.015–3.0 ηg/ml) | 127 | 49 | 9 | 5 | 16 | 131 | 48 | 42 | 32 | 52 | |
| Active (>3.0 ηg/ml) | 26 | 9 | 8 | 5 | 14 | 28 | 9 | 28 | 21 | 48 | |
| Cord blood cotinine | Unexposed (<0.015 ηg/ml) | 117 | 48 | 10 | 5 | 16 | 118 | 47 | 44 | 30 | 55 |
| SHS (0.015–3.0 ηg/ml) | 120 | 45 | 9 | 5 | 15 | 122 | 46 | 40 | 29 | 51 | |
| Active (>3.0 ηg/ml) | 22 | 7 | 8 | 5 | 13 | 23 | 7 | 26 | 22 | 40 | |
For the %FEV1 analysis, 160 children had 273 repeated spirometry measurements at ages 4 and 5 years. Forty-two percent of the children were males, and 69% were non-Hispanic Whites (Table 2), and 96% of children were born in urban or suburban areas. After adjusting for covariates, cord serum leptin was not associated with children’s %FEV1 (Table 3). The associations between leptin and %FEV1 did not differ by sex or by visit for %FEV1 measurements. Cord serum adiponectin was positively associated with %FEV1 among all children, but the 95% CI of the point estimate included the null value. The associations between adiponectin and %FEV1 did not differ by visit, but differed by child sex, where adiponectin concentrations were positively associated with %FEV1 among girls (β = 3.1, 95% confidence interval [CI]: 0.6, 5.6), but not boys (β = −1.3, CI: −5.9, 3.3) (sex x adiponectin interaction p-value = 0.05) (Table 3). We observed linear associations of cord serum leptin and adiponectin with %FEV1 (P-value for non-linearity = 0.66 and 0.95, respectively; Supplemental Figure 2).
Table 2:
Descriptive statistics of forced expiratory volume (FEV1) and wheeze in the Health Outcomes and Measures of the Environment (HOME) Study Children.
| FEV1 at 4- or 5-Year Visit | Wheeze** | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| No | Yes | ||||||||
| N* | % | Mean | SD | N | % | N | % | ||
| Overall | 273 | 100 | 67 | 21 | 123 | 44 | 158 | 56 | |
| Child sex | Girls | 164 | 58 | 66 | 21 | 68 | 55 | 85 | 54 |
| Boys | 113 | 42 | 69 | 22 | 55 | 45 | 73 | 46 | |
| Child race | Non-Hispanic White | 185 | 69 | 70 | 22 | 77 | 63 | 101 | 69 |
| Non-Hispanic Black | 73 | 23 | 59 | 20 | 35 | 28 | 39 | 25 | |
| Others | 19 | 7 | 71 | 17 | 11 | 9 | 11 | 7 | |
| Marital status | not married | 69 | 22 | 59 | 19 | 35 | 28 | 45 | 28 |
| married | 208 | 78 | 70 | 21 | 88 | 72 | 113 | 72 | |
| Mother’s age | 18–25 | 48 | 16 | 61 | 19 | 23 | 19 | 33 | 21 |
| 25–35 | 186 | 68 | 68 | 21 | 78 | 63 | 102 | 65 | |
| >35 | 43 | 16 | 70 | 23 | 22 | 18 | 23 | 14 | |
| Maternal education | High school graduate or less | 49 | 16 | 62 | 20 | 25 | 20 | 30 | 19 |
| Tech school or some college | 70 | 25 | 65 | 23 | 28 | 23 | 45 | 28 | |
| College graduate or above | 158 | 59 | 69 | 21 | 70 | 57 | 83 | 53 | |
| Pre-pregnancy BMI | <25 | 137 | 51 | 68 | 22 | 60 | 50 | 83 | 54 |
| 25–30 | 72 | 26 | 66 | 18 | 38 | 32 | 39 | 25 | |
| >30 | 62 | 22 | 66 | 23 | 21 | 18 | 33 | 21 | |
| Household income | 0–40K | 87 | 28 | 60 | 20 | 42 | 34 | 56 | 35 |
| 40–80K | 109 | 40 | 69 | 21 | 44 | 36 | 60 | 38 | |
| >80K | 81 | 31 | 72 | 21 | 37 | 30 | 42 | 26 | |
| Breast milk fed | No | 40 | 14 | 66 | 22 | 27 | 22 | 20 | 13 |
| Yes | 237 | 86 | 67 | 21 | 96 | 78 | 137 | 87 | |
| Parity number | 0 | 132 | 46 | 65 | 19 | 58 | 47 | 67 | 43 |
| 1 | 85 | 32 | 69 | 22 | 39 | 32 | 56 | 35 | |
| ≥2 | 60 | 22 | 68 | 25 | 26 | 21 | 35 | 22 | |
| Maternal serum cotinine at birth | Unexposed (<0.015 ηg/ml) | 127 | 49 | 70 | 20 | 47 | 41 | 64 | 44 |
| SHS (0.015–3.0 ηg/ml) | 120 | 44 | 66 | 21 | 57 | 50 | 68 | 47 | |
| Active (>3.0 ηg/ml) | 20 | 7 | 60 | 24 | 10 | 9 | 14 | 10 | |
| Cord blood cotinine | Unexposed (<0.015 ηg/ml) | 135 | 53 | 70 | 21 | 50 | 44 | 64 | 47 |
| SHS (0.015–3.0 ηg/ml) | 111 | 41 | 66 | 21 | 56 | 50 | 61 | 44 | |
| Active (>3.0 ηg/ml) | 18 | 6 | 58 | 24 | 7 | 6 | 12 | 9 | |
| Wheeze | No | 221 | 81 | 67 | 21 | ||||
| Yes | 53 | 19 | 66 | 22 | |||||
N for FEV1 at 4- or 5-Year Visit is no of repeats.
Wheeze for any one of the visits (every six months for the first five years, and at 6 and 8 years of age).
Table 3:
Unadjusted and adjusted difference in the children’s calculated percent predicted forced expiratory volume (FEV) at ages 4 and 5, per log2-transformed increase in cord serum leptin or adiponectin concentrations, stratified by child sex.1
| Overall | Girls | Boys | Sex * Adipokine p-value | Visit * Adipokine p-value | ||||
|---|---|---|---|---|---|---|---|---|
| N | β and 95% CI | N | β and 95% CI | N | β and 95% CI | |||
| Leptin and PCT Predicted Mean FEV | ||||||||
| Unadjusted | 262 | −0.4 (−2.4, 1.6) | 150 | 0.6 (−2.2, 3.3) | 112 | −0.9 (−4.0, 2.2) | 0.507 | 0.248 |
| Adjusted1 | 252 | −0.7 (−3.1, 1.7) | 145 | 0.3 (−2.8, 3.4) | 107 | −0.8 (−4.9, 3.3) | 0.179 | 0.314 |
| Adiponectin and PCT Predicted Mean FEV | ||||||||
| Unadjusted | 273 | 1.3 (−1.0, 3.6) | 160 | 3.0 (0.6, 5.4) | 113 | −2.8 (−7.1, 1.6) | 0.025 | 0.552 |
| Adjusted1 | 262 | 0.8 (−1.6, 3.2) | 154 | 3.1 (0.6, 5.6) | 108 | −1.3 (−5.9, 3.3) | 0.052 | 0.209 |
Adjusted model: We adjusted for neonatal birthweight percentile (<10%, 10–90%, > 90%), gestational age (term or pre-term), maternal education (high school graduate or less, tech school or some college, college graduate or above), pre-pregnancy BMI (<25, 25–30, ≥30 kg/m2), parity (0, 1, ≥2), child’s sex (Male, Female), mother’s race (non-Hispanic White, non-Hispanic Black, other), and birth serum cotinine concentrations (<0.015, 0.015–0.3, >0.3 ηg/mL). N = no of repeats. We considered p-values for interaction terms < 0.20 as an indication that the association varied by visit or by sex.
A total of 281 children had 2,317 repeated measurements of wheeze every six months for the first five years, and at 6 and 8 years of age. Supplemental Table 2 describes the risk of wheeze for each of the 12 visits. Forty-three percent of the children were males, 70% were non-Hispanic Whites (Table 2), and 97% of children were born in urban or suburban areas. After adjusting for covariates, higher cord serum leptin was associated with lower risk of wheeze among all children (RR: 0.79; 95% CI: 0.71, 0.87) (Table 4), but the association was stronger in girls (RR = 0.74, CI: 0.66, 0.84) than boys (RR = 0.87, CI: 0.69, 1.11) (sex x leptin interaction p-value= 0.01) (Table 4). Cord serum adiponectin was associated with lower risk of wheeze in children (RR = 0.84, CI: 0.73, 0.96) (Table 3). Child sex did not modify this association (sex x adiponectin interaction p-value = 0.812). We observed linear associations of both cord serum leptin and adiponectin with RR for wheeze (P-values for non-linearity = 0.37 and 0.94, respectively; Supplemental Figure 3).
Table 4:
Unadjusted and adjusted difference in the children’s relative risks for wheeze every six months from birth to age five years, then at ages six and eight years, per log2-transformed increase in cord serum leptin or adiponectin concentrations, stratified by child sex.1
| Overall | Girls | Boys | Sex * Adipokine p-value |
||||
|---|---|---|---|---|---|---|---|
| N | RR and 95% CI | N | RR and 95% CI | N | RR and 95% CI | ||
| Leptin and Any Wheeze | |||||||
| Unadjusted | 281 | 0.90 (0.81, 1.00) | 153 | 0.77 (0.66, 0.90) | 128 | 1.02 (0.90, 1.16) | 0.005 |
| Adjusted1 | 281 | 0.79 (0.71, 0.87) | 153 | 0.74 (0.66, 0.84) | 128 | 0.87 (0.69, 1.11) | 0.007 |
| Adiponectin and Any Wheeze | |||||||
| Unadjusted | 281 | 0.85 (0.76, 0.95) | 153 | 0.86 (0.77, 0.96) | 128 | 0.84 (0.65, 1.10) | 0.916 |
| Adjusted1 | 281 | 0.84 (0.73, 0.96) | 153 | 0.81 (0.72, 0.91) | 128 | 0.86 (0.64, 1.15) | 0.812 |
Adjusted model: We adjusted for neonatal birthweight percentile (<10%, 10–90%, > 90%), gestational age (term or pre-term), maternal education (high school graduate or less, tech school or some college, college graduate or above), pre-pregnancy BMI (<25, 25–30, ≥30 kg/m2), parity (0, 1, ≥2), child’s sex (Male, Female), mother’s race (non-Hispanic White, non-Hispanic Black, other), and birth serum cotinine concentrations (<0.015, 0.015–0.3, >0.3 ηg/mL). We considered p-values for interaction terms < 0.20 as an indication that the association varied by sex.
Additional adjustments for maternal asthma, maternal allergies, paternal asthma, paternal allergies, pet ownership, child serum cotinine, and living community at birth did not substantially alter the associations between cord blood leptin and %FEV (Supplemental Table 1), and risks for wheeze (Supplemental Table 3). Similar results were observed for the associations between cord blood adiponectin and %FEV (Supplemental Table 1), and risks for wheeze (Supplemental Table 3) except for child serum cotinine adjustment. Adjusting for child cotinine concentrations attenuated the association between cord serum adiponectin and %FEV in girls (Supplemental Table 1), but did not alter the relationship between cord blood adiponectin and the risks for wheeze (Supplemental Table 3).
Discussion:
We investigated the associations of cord blood serum adipocytokine concentrations with school-aged children’s respiratory function and risk of wheeze in the HOME Study. Leptin concentrations were not associated with %FEV1 in children, but higher leptin concentrations were associated with lower risk of wheeze in girls. In both boys and girls, higher adiponectin concentrations were associated with lower risk of wheeze and suggestively associated with higher %FEV1. However, the positive association between adiponectin and %FEV1 was stronger in girls compared to boys.
Our results differ from a prior study of German mother-child pairs that reported no associations of adiponectin and leptin concentrations in cord serum with risk of asthma or obstructive bronchitis among mothers who had no history of atopy22. These discrepancies may be due to the differences in the characteristics of the study populations (90% German; 28.9% of mother with pre-pregnancy BMI of 25 or higher), the age children were examined (within first 2 years of life) and the assessments of outcomes. The newborns in the HOME Study also had modestly higher concentrations of both cord serum leptin (9.1 vs 7.9 ηg/mL) and adiponectin (41.2 vs 30.2 μg/mL) concentrations than children in the German cohort.
Our results suggest that cord serum leptin is associated with lower risk of wheeze in children. Leptin, an adipocytokine produced by both the adipose tissue and the placental trophoblast, is involved in fetal lung development and in pulmonary surfactant secretion10. Pulmonary surfactant is a complex mixture of specific lipids, proteins and carbohydrates, which is produced in the lungs by type II alveolar epithelial cells and is critical to support gas exchange in the lung alveoli43. Premature infants are at risk for developing respiratory distress syndrome at birth in part due to surfactant deficiency43. Fetal lung lipofibroblasts produce fibroblast pneumonocyte factor, a 10,000 to 20,000 molecular weight peptide that stimulates surfactant phospholipid synthesis by fetal type II cells16. Leptin and its receptor are expressed by both fetal lung fibroblasts and type II cells in vivo. Leptin secreted by lung lipofibroblasts supports type II cell maturation and is critical for stimulating type II cell surfactant phospholipid synthesis via a paracrine signaling loop in rats16. Furthermore, fetal rat lung explants treated with 1 ηg/mL leptin had enhanced surfactant protein B production13.
Fetal cord blood leptin level rises rapidly after 34 weeks gestation in human fetus44, and the rapid increase in fetal surfactant production coincides with the rise in cord blood leptin11. In fetal baboons, the expression of leptin receptors on type II epithelial cells upregulates during late gestation and was associated with increase in surfactant production45. Furthermore, exposing ovine fetuses during late gestation to exogenous leptin for five days increased serum leptin by 4.2 ηg/mL, which in turn promoted surfactant production and certain aspects of lung maturation including the reduction in alveolar wall thickness (critical for optimizing gas exchange by reducing alveolar diffusion distance), the density of secondary septal crests, and elastin content in alveolar walls14, but did not alter static lung compliance, maximal lung volume, lung compartment volumes, or alveolar surface area14. These prior results suggest that fetal leptin within the range of concentrations observed in this study (0.15 – 94.53 ηg/mL) may be associated with lower risk for wheeze in childhood, but may not be related to lung function.
Since cord blood leptin has been shown to positively associated with both birth weight and gestation age44, we speculate that the association between fetal leptin and respiratory outcomes may be a confounding factor of the association between birth weight and gestation age with respiratory outcome. However, the association between cord serum leptin and risk of wheeze remained similar when adjusting for both birth weight and gestational age, suggesting that cord blood leptin may be an independent risk factor for wheeze.
There is much less known about the mechanism by which adiponectin is involved in fetal lung development. In contrast to leptin, adiponectin is not produced by the placenta17. Cord blood adiponectin concentrations increase 20-fold between 24 weeks and term gestation46, and do not follow the same trajectory during late gestation as cord blood leptin, suggesting that fetal adiponectin may have a differential impact on fetal lung development than fetal leptin. In mice, adiponectin is present in bronchoalveolar lavage fluid18. Genetically-induced adiponectin deficiency from conception led to the development of emphysema-like phenotype, dilated air space, and increased lung proinflammatory cytokines and matrix metalloproteinases expression18, suggesting that fetal adiponectin may play a critical role in the development of lung structure that can directly impact on lung function later in life. Furthermore, genetically-induced adiponectin deficiency was shown exacerbate lipopolysaccharide-induced lung injuries through exaggerated inflammatory response in pulmonary vascular endothelium19. In contrast, bovine lung endothelial cells treated with adiponectin (0.05 – 1.0 μg/mL) ameliorated hyperoxia-induced oxidative stress20, and genetically-induced overexpression of adiponectin that led to a 70 ηg/mL increase in bronchoalveolar lavage fluid adiponectin protected mice from hyperoxic-induced lung injuries and inflammation20. Adiponectin has antioxidant and anti-inflammatory properties7, and systemic inflammation has been shown to be inversely associated with lung function in humans47–49. These previous work supports our findings that increasing cord blood adiponectin within the range of concentrations observed in this study (2.15 – 142.57 μg/mL) may be associated with increased lung function in early childhood. Furthermore, these prior findings also supported our observation that adjustment with child serum cotinine as a marker for secondhand smoke exposure attenuated the positive association between cord serum adiponectin and %FEV in girls, because secondhand smoke is associated with lung inflammation and function50, 51.
Adjusting for the averaged child secondhand smoke exposure from one to four years of age attenuated the association between cord blood adiponectin and %FEV, but not between cord blood adiponectin and the risk for wheeze. One plausible explanation is that differential mechanisms are involved in the associations between cord blood adiponectin, lung function and risk for wheeze in early childhood. In addition, it is also possible that this may be in part due to potential selection bias in the HOME study participants with %FEV measurements (N = 160) as compared to participants with risk for wheeze data (N = 281). Children with %FEV measurements were less exposed to secondhand smoke than the children with risk for wheeze data (53 vs 44 % unexposed, respectively; Table 2).
We observed sex-specific associations between cord serum adiponectin and %FEV1, as well as cord serum leptin and wheeze. It is plausible that there exists a sex dimorphism in fetal adipocytokine concentrations throughout the gestational period, where the increase in fetal adiponectin and leptin might occur sooner in girls than in boys, thus leading to differential associations with lung function later in life. Our sex-specific associations between cord serum adipocytokine and risk of wheeze provide a potential reason for the sex-specific risks of childhood wheeze that have been observed in published work52, 53, where boys more often developed childhood wheeze than girls.
Most of our participants were born in urban or suburban areas and most are non-Hispanic Whites, which may limit the generalizability of our findings. One of the limitations of our study is that this is a secondary analysis of an existing study with relatively small sample size, thus the analysis may be underpowered to detect small effect sizes. Another limitation of our study is that we only measured adipocytokine concentrations at birth. Since there are changes in adipocytokine concentrations and lung development during the pre- and postnatal periods, future studies should consider examining trajectories of adipocytokine concentrations from prenatal to childhood in relation to children’s lung function and related outcomes. Nevertheless, cord blood adipocytokines of term neonates can differ significantly from maternal serum17, 54, thus it is critical to define fetal adipocytokine exposure based on cord blood concentrations to investigate whether fetal adipocytokines may contribute to lung function and the risks for lung diseases later in life.
In summary, these results may provide insights into the potential impacts of fetal leptin and adiponectin exposure on lung development and function in early childhood. Cord blood leptin concentrations were associated with reduced risk of wheeze in girls. Cord serum adiponectin concentrations were associated with reduced risk of wheeze in both boys and girls, and possibly greater lung function, as measured by %FEV1. Future studies should confirm these findings, and laboratory or molecular epidemiology studies are needed to explore the underlying biological mechanisms. If our findings are confirmed, there is the potential to improve children’s respiratory function and reduce their risk for wheeze by intervening on potential modifiable factors of adiponectin and leptin concentrations, including maternal diet55, 56.
Supplementary Material
Sources of Financial Support:
This work was supported by NIEHS grants P01 ES011261, R01 ES024381, R01 ES025214, R01 ES020349, and R01 ES014575.
Footnotes
Competing financial interests: Dr. Braun was financially compensated for serving as an expert witness for plaintiffs in litigation related to tobacco smoke exposures and received an honoraria for serving on an advisory board to Quest Diagnostics. Dr. Braun served as an expert witness in litigation related to perfluorooctanonic acid contamination in drinking water in New Hampshire. Any funds I receive from this arrangement were/are paid to Brown University and cannot be used for my direct benefit (e.g., salary/fringe, travel, etc.).
The rest of the authors declare no competing financial interest.
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