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Fan XY, Lin XS, Yang BR, Zhang HW, Tang F, Tang JJ, Chi HB, Mansell T, Kartiosuo N, Xia YY, Han TL, Zhang H, Baker P, Saffery R. Relationship between prenatal metals exposure and neurodevelopment in one-year-old infants in the CLIMB study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 291:117860. [PMID: 39919595 DOI: 10.1016/j.ecoenv.2025.117860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 02/04/2025] [Accepted: 02/04/2025] [Indexed: 02/09/2025]
Abstract
BACKGROUND Prenatal metals exposure and its effects on infant neurodevelopment have garnered significant attention. However, most studies focus on individual metals, neglecting combined effects. OBJECTIVES We aimed to assess the effects of both single and combined prenatal metals exposure on one-year-old infants' neurodevelopment. METHODS This study included 189 mother-infant pairs from the Complex Lipids in Mothers and Babies (CLIMB) cohort. The concentrations of 21 metallic elements and 2 metalloids in umbilical cord blood (UCB) serum were measured using inductively coupled plasma mass spectrometry (ICP-MS). Neurodevelopment was measured using Chinese version of Bayley Scales of Infant Development (BSID) for the Psychomotor Development Index (PDI) and the Mental Development Index (MDI). Multiple statistical methods, including linear models, restricted cubic splines (RCS), weighted quantile sum (WQS) regression, and Bayesian kernel machine regression (BKMR). RESULTS After adjusting for potential confounders, prenatal arsenic (As) and strontium (Sr) levels were associated with lower PDI scores (As: β = -2.324; 95 % CI: -4.61, -0.04; Sr: β = -2.426; 95 % CI: -4.67, -0.18) by linear regression, while Sr was associated with lower MDI scores (β = -2.841; 95 % CI: -5.44, -0.25). RCS models revealed nonlinear dose-response relationships between manganese (Mn) and calcium (Ca) with PDI, and for Mn, As, and zirconium (Zr) with MDI. Interactions between certain metals were also identified. Metals mixture had an overall negative effect on both PDI and MDI scores, with Mn being the primary contributor. CONCLUSION Prenatal exposure to selected metals or metal mixtures is associated with poorer neurodevelopment in one-year-old infants.
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Affiliation(s)
- Xiao-Yuan Fan
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Xian-Shu Lin
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Bing-Rui Yang
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Han-Wen Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Feng Tang
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Jia-Jia Tang
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - He-Bin Chi
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Toby Mansell
- Molecular Immunity, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Noora Kartiosuo
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Yin-Yin Xia
- School of Public Health, Chongqing Medical University, Chongqing, China.
| | - Ting-Li Han
- Department of Obstetrics and Gynaecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
| | - Hua Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Philip Baker
- College of Life Sciences, University of Leicester, Leicester, United Kingdom
| | - Richard Saffery
- Molecular Immunity, Murdoch Children's Research Institute, Melbourne, VIC, Australia
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Almekhaini L, Awar SA, Hamad SA, Almesmari F, Khaled M, Qasem N, Bahwan F, Aburawi EH, Narchi H. Association of Dietary Patterns and Pre-pregnancy Body Mass Indices With Gestational and Birth Outcomes in Pregnant Emirati Women: A Cross-Sectional Study. Cureus 2024; 16:e75038. [PMID: 39749079 PMCID: PMC11695038 DOI: 10.7759/cureus.75038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2024] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND AND AIM This cross-sectional, community-based study examined the association of dietary intake of pregnant Emirati women and their pre-pregnancy body mass index (pBMI) with maternal and neonatal outcomes. METHODS The study was conducted at tertiary hospitals in Abu Dhabi, United Arab Emirates, where 323 pregnant women reported their weekly dietary intake using the Arabic version of the food frequency questionnaire. Dietary patterns (DPs) were established using factor analysis of consumed foods followed by cluster analysis. Maternal pBMI was recorded within three months of the current pregnancy. RESULTS Three hundred and twenty-three pregnant women were enrolled, with a median age of 28.6 years (range: 18-35). A high proportion were overweight (n=109, 34%) and 20.9% (n=67) were obese. Data was available for 306 infants who had a median gestational age of 38 weeks (range: 25-42), and the majority were full-term (n=255, 89.8%). The median birth weight was 3035 grams (range: 850-4185) with nine (3.8%) being small for gestational age. There were two distinct groups of maternal DPs: "natural ingredients" and "processed foods". There was no statistically significant association between DPs and maternal characteristics nor with their infants' characteristics. None of the maternal factors was significantly associated with the mode of delivery or maternal complication. Only maternal age was significantly associated with the one-minute Apgar score and the duration of neonatal stay in the hospital, while pre-pregnancy weight was significantly associated with neonatal weight Z-score, neonatal complications, and admission to the neonatal intensive care unit. CONCLUSION We found no significant difference in DPs among maternal pBMI groups nor in pregnancy or neonatal outcomes, possibly related to unmeasured confounders, such as maternal exercise, detailed quantitative and qualitative analysis of macronutrient and micronutrient intake, and socioeconomic, genetic, or environmental factors. With the increasing rate of obesity and the changes in the dietary habits in our population, a periodical review of their resulting impact on pregnancy and neonatal outcomes is required to inform public health policies.
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Affiliation(s)
| | - Shamsa A Awar
- Obstetrics and Gynecology, United Arab Emirates University, Al Ain, ARE
| | - Sania Al Hamad
- Pediatrics, United Arab Emirates University, Al Ain, ARE
| | | | - Maha Khaled
- Obstetrics and Gynecology, Mediclinic Middle East, Dubai, ARE
| | - Nehaya Qasem
- Obstetrics and Gynecology, Al Wagan and Tawam Hospitals, Al Ain, ARE
| | - Fatima Bahwan
- Pediatrics, United Arab Emirates University, Al Ain, ARE
| | | | - Hassib Narchi
- Pediatrics, United Arab Emirates University, Al Ain, ARE
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Kyrkou C, Athanasiadis AP, Chourdakis M, Kada S, Biliaderis CG, Menexes G, Michaelidou AM. Are Maternal Dietary Patterns During Pregnancy Associated with the Risk of Gestational Diabetes Mellitus? A Systematic Review of Observational Studies. Nutrients 2024; 16:3632. [PMID: 39519467 PMCID: PMC11547687 DOI: 10.3390/nu16213632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 10/18/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND/OBJECTIVES Maternal nutritional status is a "key" contributor to Gestational Diabetes Mellitus (GDM). However, the role of maternal dietary patterns (DPs) during pregnancy remains poorly understood. Thus, we conducted a systematic review to assess associations between "a posteriori-derived" DPs and GDM. METHODS A systematic search was conducted in PubMed, ScienceDirect, Web of Science, and Scopus for cohort, cross-sectional, and case-control studies published until June 2024. A total of twenty-eight studies involving 39,735 pregnant women were included, and their quality was evaluated by the Newcastle-Ottawa Scale. The 91 identified DPs were classified into four categories: "Westernized", "Nutritious", "Plant-based", and "Miscellaneous". RESULTS Our findings do not reveal definitive associations between maternal DPs during pregnancy and GDM risk. Notably, "Westernized" DPs tended to be associated with an increased risk. However, a very small portion of patterns within this category exhibited protective associations. Conversely, "Nutritious" and "Plant-based" appear beneficial for GDM prevention in specific populations. The "Miscellaneous" category presented an almost equal distribution of DPs with both detrimental and protective associations, pinpointing the absence of a clear directional trend regarding GDM risk. CONCLUSIONS The heterogeneity in findings can be attributed to geographic and sociocultural variations and methodological differences across studies. Thus, there is a need for more standardized research methodologies to provide more precise insights that will ultimately help develop effective and tailored dietary guidelines for GDM prevention.
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Affiliation(s)
- Charikleia Kyrkou
- Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (C.K.); (C.G.B.)
| | - Apostolos P. Athanasiadis
- 3rd Department of Obstetrics and Gynecology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Michael Chourdakis
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (M.C.); (S.K.)
| | - Stefania Kada
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (M.C.); (S.K.)
| | - Costas G. Biliaderis
- Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (C.K.); (C.G.B.)
| | - Georgios Menexes
- Department of Field Crops and Ecology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Alexandra-Maria Michaelidou
- Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (C.K.); (C.G.B.)
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Ganjeh BJ, Mirrafiei A, Jayedi A, Mirmohammadkhani M, Emadi A, Ehsani F, Shab-Bidar S. The relationship between adherence to the Mediterranean dietary pattern during early pregnancy and behavioral, mood and cognitive development in children under 1 year of age: a prospective cohort study. Nutr Neurosci 2024; 27:726-733. [PMID: 37624042 DOI: 10.1080/1028415x.2023.2249635] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
PURPOSE To investigate the potential relationship between diet quality, represented by the Mediterranean diet score, during early pregnancy and behavioral, mood, and cognitive development in children under 1 year of age in a prospective cohort study in Iran. METHODS 658 Iranian pregnant women and their infants participated in this prospective birth cohort study. The Mediterranean diet score was calculated by using data from a food frequency questionnaire during the first trimester of pregnancy. We assessed the children's development using the Ages and Stages Questionnaire (ASQ) at 6-month age. We used Cox proportional hazard model to calculate the hazard ratio (HR) and 95% confidence interval (CI) of ASQ domains across categories of the Mediterranean diet score. RESULTS The mean age of the mothers was 28.8 ± 5.08 years old, and the average follow-up duration was 90 weeks. The mean BMI of the mothers before pregnancy was 25.1 ± 4.43 kg/m2. In the multivariable-adjusted model, those infants whose mothers were in the second (HR: 0.44; 95% CI: 0.19, 1.04; P = 0.06) and third (HR: 0.39; 95% CI: 0.17, 0.89; P = 0.03) tertiles of the Mediterranean diet score had a lower risk of communication impairment compared to those who were at the first tertile. There was no association between maternal adherence to the Mediterranean diet during early pregnancy and other domains of the ASQ. CONCLUSIONS Greater adherence to the Mediterranean dietary pattern during the first trimester of pregnancy may be favorably associated with communication abilities at 6-month aged infants. More large-scale cohort studies are needed to confirm our findings.
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Affiliation(s)
- Bahareh Jabbarzadeh Ganjeh
- Student Research Committee, Semnan University of Medical Sciences, Semnan, Iran
- Department of Community Nutrition, School of Nutritional Science and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Amin Mirrafiei
- Department of Community Nutrition, School of Nutritional Science and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad Jayedi
- Social Determinants of Health Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Majid Mirmohammadkhani
- Social Determinants of Health Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Alireza Emadi
- Food Safety Research Center (SALT), Semnan University of Medical Sciences, Semnan, Iran
| | - Farzaneh Ehsani
- Semnan Health Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Sakineh Shab-Bidar
- Department of Community Nutrition, School of Nutritional Science and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
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Teo SM, Segurado R, Mehegan J, Douglass A, Murrin CM, Cronin M, Kelleher CC, McAuliffe FM, Phillips CM. Sociodemographic factor associations with maternal and placental outcomes: A cluster and partial least squares regression analysis. Placenta 2024; 150:62-71. [PMID: 38593637 DOI: 10.1016/j.placenta.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/19/2024] [Accepted: 04/01/2024] [Indexed: 04/11/2024]
Abstract
INTRODUCTION Maternal social disadvantage adversely affects maternal and offspring health, with limited research on placental outcomes. Therefore, we examined maternal sociodemographic factor associations with placental and birth outcomes in general (Lifeways Cross-Generation Cohort) and at-risk (PEARS Study of mothers with overweight or obesity) populations of pregnant women. METHODS TwoStep cluster analysis profiled Lifeways mothers (n = 250) based on their age, parity, marital status, household income, private healthcare insurance, homeowner status, and education. Differences in placental and birth outcomes (untrimmed placental weight (PW), birthweight (BW) and BW:PW ratio) between clusters were assessed using one-way ANOVA and chi-square tests. Partial least squares regression analysed individual effects of sociodemographic factors on placental and birth outcomes in Lifeways and PEARS mothers (n = 461). RESULTS Clusters were classified as "Married Homeowners" (n = 140, 56 %), "Highest Income" (n = 58, 23.2 %) and "Renters" (n = 52, 20.8 %) in the Lifeways Cohort. Renters were younger, more likely to smoke, have a means-tested medical card and more pro-inflammatory diets compared to other clusters (p < 0.01). Compared to Married Homeowners, renters' offspring had lower BW (-259.26 g, p < 0.01), shorter birth length (-1.31 cm, p < 0.01) and smaller head circumference (-0.59 cm, p = 0.02). PLS regression analyses identified nulliparity as having the greatest negative effect on PW (Lifeways and PEARS) while being a homeowner had the greatest positive effect on PW (Lifeways). CONCLUSION Certain combinations of sociodemographic factors (particularly homeownership) were associated with less favourable lifestyle factors, and with birth, but not placental outcomes. When explored individually, parity contributed to the prediction of placental and birth outcomes in both cohorts of pregnant women.
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Affiliation(s)
- Shevaun M Teo
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Ricardo Segurado
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - John Mehegan
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Alexander Douglass
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Celine M Murrin
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Martina Cronin
- National Maternity Hospital, Holles Street, Dublin, Ireland.
| | - Cecily C Kelleher
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Fionnuala M McAuliffe
- UCD Perinatal Research Centre, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland.
| | - Catherine M Phillips
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
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Zupo R, Castellana F, Boero G, Matera E, Colacicco G, Piscitelli P, Clodoveo ML, Rondanelli M, Panza F, Lozupone M, Sardone R. Processed foods and diet quality in pregnancy may affect child neurodevelopment disorders: a narrative review. Nutr Neurosci 2024; 27:361-381. [PMID: 37039128 DOI: 10.1080/1028415x.2023.2197709] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
OBJECTIVE To review the evidence on the association between maternal exposure to ultra-processed food (UPF) categories, UPF diet items, and overall diet quality, as assessed by recognized dietary indices, and neurodevelopmental outcomes in offspring. METHODS PubMed, MEDLINE, EMBASE, Scopus, Ovid, and Scholar databases were searched for original articles on female gestational exposure to UPF categories, individual elements of the UPF diet, or indices of diet quality, in relation to outcomes regarding their offspring's neurocognitive development, according to neuropsychometric and behavioral scales, anthropometric/psychomotor indices, and symptoms/diagnosis of neurodevelopmental disorders (NDDs). RESULTS Fourteen articles were selected and underwent the quantitative analysis. Six of these examined diet quality, and eight exposure to UPF categories or specific UPF foods. The maternal population was adult (18+). Child cognitive development was negatively impacted by a diet featuring many processed foods, saturated fats, and sugars. Conversely, a Med-diet led to better neurodevelopment, particularly verbal intelligence and executive functions, in middle childhood. DISCUSSION A maternal diet with many UPFs, saturated fats, and total sugars (especially those added or hidden in packaged carbonated beverages) can adversely affect a child's cognitive development. Knowledge needs to be further extended and managed from a prevention perspective in light of the well-known negative effects of UPFs on human health in all age groups.
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Affiliation(s)
- Roberta Zupo
- Department of Interdisciplinary Medicine, University "Aldo Moro", Piazza Giulio Cesare 11, 70100 Bari, Italy
| | - Fabio Castellana
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology "Saverio de Bellis," Research Hospital, Castellana Grotte, Bari, Italy
| | - Giovanni Boero
- Complex Structure of Neurology, SS Annunziata Hospital, Taranto, Italy
| | - Emilia Matera
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University "A. Moro," Piazza Giulio Cesare 11, 70100 Bari, Italy
| | - Giuseppe Colacicco
- Department of Translational Biomedicine and Neuroscience (DiBrain), niversity "Aldo Moro," Piazza Giulio Cesare 11, 70100 Bari, Italy
| | | | - Maria Lisa Clodoveo
- Department of Interdisciplinary Medicine, University "Aldo Moro", Piazza Giulio Cesare 11, 70100 Bari, Italy
| | - Mariangela Rondanelli
- Department of Public Health, Experimental and Forensic Medicine, Department of Public Health, 27100 Pavia, Italy
- IRCCS Mondino Foundation, 27100 Pavia, Italy
| | - Francesco Panza
- Department of Translational Biomedicine and Neuroscience (DiBrain), niversity "Aldo Moro," Piazza Giulio Cesare 11, 70100 Bari, Italy
| | - Madia Lozupone
- Department of Translational Biomedicine and Neuroscience (DiBrain), niversity "Aldo Moro," Piazza Giulio Cesare 11, 70100 Bari, Italy
| | - Rodolfo Sardone
- Unit of Data Sciences and Technology Innovation for Population Health, National Institute of Gastroenterology "Saverio de Bellis," Research Hospital, Castellana Grotte, Bari, Italy
- Local Healthcare Authority of Taranto, Italy
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Zhang Y, Zhao Y, Duan Y, Liu C, Yang Z, Duan J, Cui Z. Effects of prepregnancy dietary patterns on infant birth weight: a prospective cohort study. J Matern Fetal Neonatal Med 2023; 36:2273216. [PMID: 37904502 DOI: 10.1080/14767058.2023.2273216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 10/16/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND Maternal nutrition can have a profound effect on fetal growth, development, and subsequent infant birth weight. However, little is known regarding the influence of prepregnancy dietary patterns. OBJECTIVES This study aimed to explore the effects between prepregnancy dietary patterns on birth weight. METHODS This study included 911 singleton live-born infants from the Taicang and Wuqiang Mother-Child Cohort Study (TAWS). Baseline information and prepregnancy diet data were collected during early pregnancy. Newborn birth information was obtained from the Wuqiang County Hospital. Macrosomia, defined as a birth weight of ≥4000 g, and large for gestational age (LGA), defined as a birth weight higher than the 90th percentile for the same sex and gestational age, were the outcomes of interest. The dietary patterns were extracted using principal component analysis. Logistic regression models were used to investigate the association between prepregnancy dietary patterns (in tertiles) and macrosomia and LGA, and subgroup analysis was further explored by pre-pregnancy body mass index (BMI). RESULTS Four dietary patterns were identified based on 15 food groups. These patterns were named as "cereals-vegetables-fruits," "vegetables-poultry-aquatic products," "milk-meat-eggs," and "nuts-aquatic products-snacks." After adjusting for sociodemographic characteristics, pregnancy complications, and other dietary patterns, greater adherence to the "cereals-vegetables-fruits" pattern before pregnancy was associated with a higher risk of macrosomia (adjusted OR = 2.220, 95% CI: 1.018, 4.843), while greater adherence to the "nuts-aquatic products-snacks" pattern was associated with a lower risk of macrosomia (adjusted OR = 0.357, 95% CI: 0.175, 0.725) compared to the lowest tertile. No significant association was observed between prepregnancy dietary patterns and LGA. However, after subgroup analysis of pre-pregnancy BMI, "cereals-vegetables-fruits" pattern was associated with an increased risk of LGA in overweight and obese mothers (adjusted OR = 2.353, 95% CI: 1.010, 5.480). CONCLUSIONS An unbalanced pre-pregnancy diet increases the risk of macrosomia and LGA, especially in overweight or obese women before pre-pregnancy.
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Affiliation(s)
- Yiman Zhang
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Yongli Zhao
- Institute for Nutrition and Food Safety, Hebei Provincial Center for Disease Control and Prevention, Shijiazhuang, China
| | - Yifan Duan
- National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Changqing Liu
- Institute for Nutrition and Food Safety, Hebei Provincial Center for Disease Control and Prevention, Shijiazhuang, China
| | - Zhenyu Yang
- Institute for Nutrition and Food Safety, Hebei Provincial Center for Disease Control and Prevention, Shijiazhuang, China
| | - Jingtao Duan
- Department of Epidemiology, Wuqiang Center for Disease Control and Prevention, Hengshui, China
| | - Ze Cui
- Institute for Nutrition and Food Safety, Hebei Provincial Center for Disease Control and Prevention, Shijiazhuang, China
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Xia YY, de Seymour JV, Yang XJ, Zhou LW, Liu Y, Yang Y, Beck KL, Conlon CA, Mansell T, Novakovic B, Saffery R, Han TL, Zhang H, Baker PN. Hair and cord blood element levels and their relationship with air pollution, dietary intake, gestational diabetes mellitus, and infant neurodevelopment. Clin Nutr 2023; 42:1875-1888. [PMID: 37625317 DOI: 10.1016/j.clnu.2023.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 07/30/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND & AIMS Exposure to a range of elements, air pollution, and specific dietary components in pregnancy has variously been associated with gestational diabetes mellitus (GDM) risk or infant neurodevelopmental problems. We measured a range of pregnancy exposures in maternal hair and/or infant cord serum and tested their relationship to GDM and infant neurodevelopment. METHODS A total of 843 pregnant women (GDM = 224, Non-GDM = 619) were selected from the Complex Lipids in Mothers and Babies cohort study. Forty-eight elements in hair and cord serum were quantified using inductively coupled plasma-mass spectrometry analysis. Binary logistic regression was used to estimate the associations between hair element concentrations and GDM risk, while multiple linear regression was performed to analyze the relationship between hair/cord serum elements and air pollutants, diet exposures, and Bayley Scales of infant neurodevelopment at 12 months of age. RESULTS After adjusting for maternal age, BMI, and primiparity, we observed that fourteen elements in maternal hair were associated with a significantly increased risk of GDM, particularly Ta (OR = 9.49, 95% CI: 6.71, 13.42), Re (OR = 5.21, 95% CI: 3.84, 7.07), and Se (OR = 5.37, 95% CI: 3.48, 8.28). In the adjusted linear regression model, three elements (Rb, Er, and Tm) in maternal hair and infant cord serum were negatively associated with Mental Development Index scores. For dietary exposures, elements were positively associated with noodles (Nb), sweetened beverages (Rb), poultry (Cs), oils and condiments (Ca), and other seafood (Gd). In addition, air pollutants PM2.5 (LUR) and PM10 were negatively associated with Ta and Re in maternal hair. CONCLUSIONS Our findings highlight the potential influence of maternal element exposure on GDM risk and infant neurodevelopment. We identified links between levels of these elements in both maternal hair and infant cord serum related to air pollutants and dietary factors.
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Affiliation(s)
- Yin-Yin Xia
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Occupational and Environmental Hygiene, School of Public Health, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, China; Mass Spectrometry Center of Maternal Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Jamie V de Seymour
- School of Sport, Exercise and Nutrition, College of Health, Massey University, Auckland, New Zealand
| | - Xiao-Jia Yang
- Department of Occupational and Environmental Hygiene, School of Public Health, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, China
| | - Lin-Wei Zhou
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yue Liu
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Occupational and Environmental Hygiene, School of Public Health, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, China; Mass Spectrometry Center of Maternal Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Yang Yang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Mass Spectrometry Center of Maternal Fetal Medicine, Chongqing Medical University, Chongqing, China
| | - Kathryn L Beck
- School of Sport, Exercise and Nutrition, College of Health, Massey University, Auckland, New Zealand
| | - Cathryn A Conlon
- School of Sport, Exercise and Nutrition, College of Health, Massey University, Auckland, New Zealand
| | - Toby Mansell
- Molecular Immunity, Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Boris Novakovic
- Molecular Immunity, Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Richard Saffery
- Molecular Immunity, Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Ting-Li Han
- Mass Spectrometry Center of Maternal Fetal Medicine, Chongqing Medical University, Chongqing, China; Department of Obstetrics and Gynaecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China; Institute of Life Sciences, Chongqing Medical University, Chongqing, China.
| | - Hua Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Mass Spectrometry Center of Maternal Fetal Medicine, Chongqing Medical University, Chongqing, China.
| | - Philip N Baker
- College of Life Sciences, University of Leicester, Leicester, United Kingdom
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Teo SM, Murrin CM, Mehegan J, Douglas A, Hébert JR, Segurado R, Kelleher CC, Phillips CM. Associations between maternal dietary scores during early pregnancy with placental outcomes. Front Nutr 2023; 10:1060709. [PMID: 36845057 PMCID: PMC9945217 DOI: 10.3389/fnut.2023.1060709] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/12/2023] [Indexed: 02/11/2023] Open
Abstract
Background and aims Individual macronutrient and micronutrient effects on placental growth have been widely investigated. However, the influence of overall maternal diet is relatively unknown. Therefore, the aim of this study is to examine associations between a range of maternal dietary scores during early pregnancy with placental outcomes, and to investigate whether there is evidence of sexual dimorphism. Methods This analysis of the Lifeways Cross-Generational Cohort includes 276 mother-child pairs. A validated 148-item semi-quantitative food frequency questionnaire assessed maternal diet in early pregnancy. Dietary scores reflecting dietary quality [Healthy Eating Index (HEI-2015), Dietary Approaches to Stop Hypertension (DASH)], dietary inflammatory potential [Dietary Inflammatory Index (DII) and the energy adjusted DII (E-DII)], dietary antioxidant status [Dietary Antioxidant Quality (DAQ)], and glycemic and insulinemic loads/indices (GL/GI, IL/II) were calculated. Linear regression analyses assessed maternal dietary score relationships with untrimmed placental weight (PW) and birth weight:placental weight (BW:PW) ratio. Results In fully adjusted models, maternal E-DII and GI were positively associated, and HEI-2015 and DAQ were negatively associated with PW (B: 12.31, 95% CI: 0.41, 24.20, p = 0.04, B: 4.13, 95% CI: 0.10, 8.17, p = 0.04, B: -2.70, 95% CI: -5.03, -0.35, p = 0.02 and B: -15.03, 95% CI: -28.08, -1.98, p = 0.02, for E-DII, GI, HEI-2015 and DAQ respectively). Maternal DAQ associations with BW:PW ratio were attenuated. When stratified by sex, maternal GI and pregnancy-specific DAQ were associated with PW in female offspring (B: 5.61, 95% CI: 0.27, 10.96, p = 0.04 and B: -15.31, 95% CI: -30.35, -0.27, p = 0.046). Maternal E-DII and HEI-2015 were associated with PW in males (B: 24.31, 95% CI: 5.66, 42.96, p = 0.01 and B: -3.85, 95% CI: -7.47, -0.35, p = 0.03 respectively). Conclusion The results of this novel investigation suggest that maternal diet may influence placental development. Female fetuses may be more sensitive to increased glucose levels whereas male fetuses may be more susceptible to in-utero stresses that are regulated by inflammatory pathways and overall diet quality. Hence, early pregnancy offers an opportune time for a mother to prioritize dietary changes that focus on reducing inflammatory and glycemic responses.
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Affiliation(s)
- Shevaun M. Teo
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Celine M. Murrin
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - John Mehegan
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Alexander Douglas
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - James R. Hébert
- Cancer Prevention and Control Program and Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Ricardo Segurado
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Cecily C. Kelleher
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Catherine M. Phillips
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland,*Correspondence: Catherine M. Phillips,
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Zhao ML, Zhang FJ, Jiang WR, Xia Y, Chen C, Zhang T, Han TL, Yu XY, Mei P, Zhang HM, Jin X, Novakovic B, Leong P, Thompson M, Saffery R, Cannon RD, Zhang H, Ji P. Investigating the impact of oral health on pregnancy and offspring outcomes: protocol for the Lifetime Impact of ORal heAlth (LIORA) cohort study. BMJ Open 2022; 12:e066204. [PMID: 36446451 PMCID: PMC9710366 DOI: 10.1136/bmjopen-2022-066204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
INTRODUCTION Oral health is a fundamental component of well-being, and is closely associated with overall health and quality of life. Oral health may also affect the next generation. The children of mothers with poor oral health are likely to also have poor oral health as they go through life. We aim to investigate associations between maternal oral health and general health, pregnancy outcomes, offspring oral health and offspring general health. METHODS AND ANALYSIS The Lifetime Impact of Oral Health study is a prospective, observational cohort study being done at a single centre in Chongqing, China. A total of 1000 pregnant women will be recruited in their first trimester (11-14 weeks gestation). After obtaining informed consent, general and oral health assessments will be undertaken. Maternal lifestyle, demographic data and biospecimens (blood, hair, urine, nail clippings, saliva, dental plaque, buccal, vaginal and anal swabs) will be collected. Pregnancy outcomes will be recorded at the time of delivery. Cord blood and placenta samples will be collected. The offspring will be followed up for general and oral health examinations, neurodevelopmental assessments and biospecimen (dental plaque, saliva, buccal swabs, exfoliated primary dentition, urine, hair, nail clippings) collection until they are 15 years old. Biological samples will undergo comprehensive metabolomic, microbiome and epigenome analyses. Associations between maternal oral health and general health, pregnancy outcomes, offspring oral health and offspring general health will be investigated and the underlying mechanisms explored. ETHICS AND DISSEMINATION This project has been approved by the Research Ethics Committee of the Affiliated Hospital of Stomatology of Chongqing Medical University (CQHS-REC-2021 LSNo.23). Participants will be required to provide informed consent to participate in the study. Dissemination of findings will take the form of publications in peer-reviewed journals and presentations at national and international conferences. TRIAL REGISTRATION NUMBER ChiCTR2100046898.
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Affiliation(s)
- Mei-Ling Zhao
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Feng-Jing Zhang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Wen-Rong Jiang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Yinyin Xia
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Chang Chen
- Institute of Life Sciences, Chongqing Medical University, Chongqing, China
| | - Ting Zhang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Ting-Li Han
- Department of Obstetrics and Gynaecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xin-Yang Yu
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Peter Mei
- Oral Sciences, University of Otago, Dunedin, New Zealand
| | - Hong-Mei Zhang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Xin Jin
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
| | - Boris Novakovic
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Pamela Leong
- Cancer, Disease and Developmental Epigenetics, Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
| | - Murray Thompson
- Sir John Walsh Research Institute, University of Otago, Dunedin, UK
| | - Richard Saffery
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Cancer and Disease Epigenetics, Murdoch Childrens Research Institute, Parkville, Victoria, Australia
| | | | - Hua Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ping Ji
- Stomatological Hospital of Chongqing Medical University, Chongqing, China
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