Abstract
Animal studies suggest that prenatal vitamin D status may affect fetal brain growth. However, human studies are scarce with conflicting results. We aimed to investigate the association of maternal 25-hydroxyvitamin D [25(OH) D] levels with multiple neurodevelopmental outcomes at 4 years of age. We included 487 mother–child pairs from the prospective pregnancy cohort, “Rhea” in Crete, Greece. Maternal serum 25(OH) D concentrations were measured at the first prenatal visit (13 ± 2.4 weeks). Cognitive functions at 4 years were assessed by means of the McCarthy Scales of Children’s Abilities. Behavioral difficulties were assessed by means of Strengths and Difficulties Questionnaire and Attention Deficit Hyperactivity Disorder Test. Children of women in the high 25(OH) D tertile (>50.7 nmol/l) had 37% decreased number of hyperactivity–impulsivity symptoms (IRR 0.63, 95% CI 0.39, 0.99, p trend = 0.05) and 40% decreased number of total ADHD-like symptoms (IRR 0.60, 95% CI 0.37, 0.95, p trend = 0.03) at 4 years of age, compared to children of women in the low 25(OH) D tertile (<38.4 nmol/l), after adjustment for several confounders. Similar associations were found with the hyperactivity/inattention score of the SDQ questionnaire. Children of mothers with high 25(OH) D levels had also fewer total behavioral difficulties (beta-coeff: −1.25, 95% CI −2.32, −0.19) and externalizing symptoms (beta-coeff: −0.87, 95% CI −1.58, −0.15) at preschool age. The observed associations were stronger in girls than in boys (p for interaction < 0.1). No association was observed between maternal 25(OH) D concentrations and cognitive function in preschoolers. Our results suggest that high maternal vitamin D levels in early pregnancy may protect against behavioral difficulties, especially ADHD-like symptoms at preschool age.
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Abbreviations
- ADHD:
-
Attention deficit hyperactivity disorder
- BMI:
-
Body mass index
- CI:
-
Confidence interval
- DSM-IV:
-
Diagnostic and Statistical Manual of Mental Disorders
- GAMs:
-
Generalized additive models
- IQ:
-
Intelligence quotient
- IRR:
-
Incidence rate ratio
- MSCA:
-
McCarthy Scales of Children’s Abilities
- SDQ:
-
Strengths and Difficulties Questionnaire
- SD:
-
Standard deviation
- TSH:
-
Thyroid stimulating hormone
References
Kubota T, Miyake K, Hariya N, Mochizuki K (2015) Understanding the epigenetics of neurodevelopmental disorders and DOHaD. J Dev Orig Health Dis 6(2):96–104. doi:10.1017/S2040174415000057
Holick MF (2007) Vitamin D deficiency. N Engl J Med 357(3):266–281. doi:10.1056/NEJMra070553
Urrutia RP, Thorp JM (2012) Vitamin D in pregnancy: current concepts. Curr Opin Obstet Gynecol 24(2):57–64. doi:10.1097/GCO.0b013e3283505ab3
Hamilton SA, McNeil R, Hollis BW, Davis DJ, Winkler J, Cook C, Warner G, Bivens B, McShane P, Wagner CL (2010) Profound vitamin D deficiency in a diverse group of women during pregnancy living in a sun-rich environment at latitude 32°N. Int J Endocrinol 2010:917428. doi:10.1155/2010/917428
Karras SN, Anagnostis P, Annweiler C, Naughton DP, Petroczi A, Bili E, Harizopoulou V, Tarlatzis BC, Persinaki A, Papadopoulou F, Goulis DG (2014) Maternal vitamin D status during pregnancy: the Mediterranean reality. Eur J Clin Nutr 68(8):864–869. doi:10.1038/ejcn.2014.80
Aghajafari F, Nagulesapillai T, Ronksley PE, Tough SC, O’Beirne M, Rabi DM (2013) Association between maternal serum 25-hydroxyvitamin D level and pregnancy and neonatal outcomes: systematic review and meta-analysis of observational studies. BMJ 346:f1169. doi:10.1136/bmj.f1169
Paterson CR, Ayoub D (2015) Congenital rickets due to vitamin D deficiency in the mothers. Clin Nutr 34(5):793–798. doi:10.1016/j.clnu.2014.12.006
Camadoo L, Tibbott R, Isaza F (2007) Maternal vitamin D deficiency associated with neonatal hypocalcaemic convulsions. Nutr J 6:23. doi:10.1186/1475-2891-6-23
Morales E, Romieu I, Guerra S, Ballester F, Rebagliato M, Vioque J, Tardon A, Rodriguez Delhi C, Arranz L, Torrent M, Espada M, Basterrechea M, Sunyer J (2012) Maternal vitamin D status in pregnancy and risk of lower respiratory tract infections, wheezing, and asthma in offspring. Epidemiology 23(1):64–71. doi:10.1097/EDE.0b013e31823a44d3
Sharief S, Jariwala S, Kumar J, Muntner P, Melamed ML (2011) Vitamin D levels and food and environmental allergies in the United States: results from the National Health and Nutrition Examination Survey 2005–2006. J Allergy Clin Immunol 127(5):1195–1202. doi:10.1016/j.jaci.2011.01.017
Groves NJ, McGrath JJ, Burne TH (2014) Vitamin D as a neurosteroid affecting the developing and adult brain. Annu Rev Nutr 34:117–141. doi:10.1146/annurev-nutr-071813-105557
Morales E, Guxens M, Llop S, Rodriguez-Bernal CL, Tardon A, Riano I, Ibarluzea J, Lertxundi N, Espada M, Rodriguez A, Sunyer J (2012) Circulating 25-hydroxyvitamin D3 in pregnancy and infant neuropsychological development. Pediatrics 130(4):e913–e920. doi:10.1542/peds.2011-3289
Whitehouse AJ, Holt BJ, Serralha M, Holt PG, Kusel MM, Hart PH (2012) Maternal serum vitamin D levels during pregnancy and offspring neurocognitive development. Pediatrics 129(3):485–493. doi:10.1542/peds.2011-2644
Gale CR, Robinson SM, Harvey NC, Javaid MK, Jiang B, Martyn CN, Godfrey KM, Cooper C (2008) Maternal vitamin D status during pregnancy and child outcomes. Eur J Clin Nutr 62(1):68–77. doi:10.1038/sj.ejcn.1602680
Keim SA, Bodnar LM, Klebanoff MA (2014) Maternal and cord blood 25(OH)-vitamin D concentrations in relation to child development and behaviour. Paediatr Perinat Epidemiol 28(5):434–444. doi:10.1111/ppe.12135
Strom M, Halldorsson TI, Hansen S, Granstrom C, Maslova E, Petersen SB, Cohen AS, Olsen SF (2014) Vitamin D measured in maternal serum and offspring neurodevelopmental outcomes: a prospective study with long-term follow-up. Ann Nutr Metab 64(3–4):254–261. doi:10.1159/000365030
Tylavsky FA, Kocak M, Murphy LE, Graff JC, Palmer FB, Volgyi E, Diaz-Thomas AM, Ferry RJ (2015) Gestational vitamin 25(OH)D status as a risk factor for receptive language development: a 24-month, longitudinal, observational study. Nutrients 7(12):9918–9930. doi:10.3390/nu7125499
Zhu P, Tong SL, Hao JH, Tao RX, Huang K, Hu WB, Zhou QF, Jiang XM, Tao FB (2015) Cord blood vitamin D and neurocognitive development are nonlinearly related in toddlers. J Nutr 145(6):1232–1238. doi:10.3945/jn.114.208801
Gould JF, Anderson AJ, Yelland LN, Smithers LG, Skeaff CM, Zhou SJ, Gibson RA, Makrides M (2016) Association of cord blood vitamin D with early childhood growth and neurodevelopment. J Paediatr Child Health. doi:10.1111/jpc.13308
Whitehouse AJ, Holt BJ, Serralha M, Holt PG, Hart PH, Kusel MM (2013) Maternal vitamin D levels and the autism phenotype among offspring. J Autism Dev Disord 43(7):1495–1504. doi:10.1007/s10803-012-1676-8
Morales E, Julvez J, Torrent M, Ballester F, Rodriguez-Bernal CL, Andiarena A, Vegas O, Castilla AM, Rodriguez-Dehli C, Tardon A, Sunyer J (2015) Vitamin D in pregnancy and attention deficit hyperactivity disorder-like symptoms in childhood. Epidemiology 26(4):458–465. doi:10.1097/EDE.0000000000000292
Gustafsson P, Rylander L, Lindh CH, Jonsson BA, Ode A, Olofsson P, Ivarsson SA, Rignell-Hydbom A, Haglund N, Kallen K (2015) Vitamin D status at birth and future risk of attention deficit/hyperactivity disorder (ADHD). PLoS ONE 10(10):e0140164. doi:10.1371/journal.pone.0140164
Chatzi L, Plana E, Daraki V, Karakosta P, Alegkakis D, Tsatsanis C, Kafatos A, Koutis A, Kogevinas M (2009) Metabolic syndrome in early pregnancy and risk of preterm birth. Am J Epidemiol 170(7):829–836. doi:10.1093/aje/kwp211
Katrinaki M, Kampa M, Margioris A, Castanas E, Malliaraki N (2016) Vitamin D levels in a large Mediterranean cohort: reconsidering normal cut-off values. Hormones (Athens) 15(2):205–223. doi:10.14310/horm.2002.1674
Goodman R (1997) The strengths and difficulties questionnaire: a research note. J Child Psychol Psychiatry 38(5):581–586
Mpipou-Nakou I, Stogiannidou A, Kisseoglou G (2001) Strengths and difficulties of school-age children in the family and school context. Psychologia 8(4):506–525
Gilliam JE (1995) Examiners manual for the attention-deficit/hyperactivity disorder test: a method for identifying individuals with ADHD. pro-Ed, Austin
Maniadaki K, Kakouros E (2002) Translation and adaptation of the attention deficit hyperactivity disorder test (ADHDT; Giliam, 1995). In: Stalikas A, Triliva S, Roussi P (eds) The psychometric Instruments in Greece. Ellinika Grammata, Athens, pp 102–103
McCarthy D (1972) Manual for the McCarthy scales of children’s abilities. Psychological Corp, New York
Kampouri M, Kyriklaki A, Roumeliotaki T, Koutra K, Anousaki D, Sarri K, Vassilaki M, Kogevinas M, Chatzi L (2017) Patterns of early-life social and environmental exposures and child cognitive development, Rhea birth cohort, Crete, Greece. Child Dev. doi:10.1111/cdev.12782
Holick MF, Binkley NC, Bischoff-Ferrari HA, Gordon CM, Hanley DA, Heaney RP, Murad MH, Weaver CM (2011) Evaluation, treatment, and prevention of vitamin D deficiency: an Endocrine Society clinical practice guideline. J Clin Endocrinol Metab 96(7):1911–1930. doi:10.1210/jc.2011-0385
Ross AC, Manson JE, Abrams SA, Aloia JF, Brannon PM, Clinton SK, Durazo-Arvizu RA, Gallagher JC, Gallo RL, Jones G, Kovacs CS, Mayne ST, Rosen CJ, Shapses SA (2011) The 2011 report on dietary reference intakes for calcium and vitamin D from the Institute of Medicine: what clinicians need to know. J Clin Endocrinol Metab 96(1):53–58. doi:10.1210/jc.2010-2704
Eyles D, Brown J, Mackay-Sim A, McGrath J, Feron F (2003) Vitamin D3 and brain development. Neuroscience 118(3):641–653
Eyles DW, Burne TH, McGrath JJ (2013) Vitamin D, effects on brain development, adult brain function and the links between low levels of vitamin D and neuropsychiatric disease. Front Neuroendocrinol 34(1):47–64. doi:10.1016/j.yfrne.2012.07.001
O’Loan J, Eyles DW, Kesby J, Ko P, McGrath JJ, Burne TH (2007) Vitamin D deficiency during various stages of pregnancy in the rat; its impact on development and behaviour in adult offspring. Psychoneuroendocrinology 32(3):227–234. doi:10.1016/j.psyneuen.2006.12.006
Correale J, Ysrraelit MC, Gaitan MI (2010) Gender differences in 1,25 dihydroxyvitamin D3 immunomodulatory effects in multiple sclerosis patients and healthy subjects. J Immunol 185(8):4948–4958. doi:10.4049/jimmunol.1000588
Grandjean P, Landrigan PJ (2006) Developmental neurotoxicity of industrial chemicals. The Lancet 368(9553):2167–2178
Bellinger DC (2012) A strategy for comparing the contributions of environmental chemicals and other risk factors to neurodevelopment of children. Environ Health Perspect 120(4):501
Acknowledgements
The authors would particularly like to thank all the cohort participants for their generous collaboration. The Rhea project was financially supported by European projects (EU FP6-2003-Food-3-NewGeneris, EU FP6. STREP Hiwate, EU FP7 ENV.2007.1.2.2.2. Project No 211250 Escape, EU FP7-2008-ENV-1.2.1.4 Envirogenomarkers, EU FP7-HEALTH-2009- single stage CHICOS, EU FP7 ENV.2008.1.2.1.6. Proposal No 226285 ENRIECO, EUFP7- HEALTH-2012 Proposal No 308333 HELIX), MeDALL (FP7 European Union project, No. 264357), and the Greek Ministry of Health (Program of Prevention of obesity and neurodevelopmental disorders in preschool children, in Heraklion district, Crete, Greece: 2011–2014; “Rhea Plus”: Primary Prevention Program of Environmental Risk Factors for Reproductive Health, and Child Health: 2012–2015).
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Daraki, V., Roumeliotaki, T., Koutra, K. et al. High maternal vitamin D levels in early pregnancy may protect against behavioral difficulties at preschool age: the Rhea mother–child cohort, Crete, Greece. Eur Child Adolesc Psychiatry 27, 79–88 (2018). https://doi.org/10.1007/s00787-017-1023-x
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DOI: https://doi.org/10.1007/s00787-017-1023-x