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Differences in brain functional connectivity at resting state in neonates born to healthy obese or normal-weight mothers

Abstract

Recent studies have shown associations between maternal obesity at pre- or early pregnancy and long-term neurodevelopment in children, suggesting in utero effects of maternal obesity on offspring brain development. In this study, we examined whether brain functional connectivity to the prefrontal lobe network is different in newborns from normal-weight or obese mothers. Thirty-four full-term healthy infants from uncomplicated pregnancies were included, with 18 born to normal-weight and 16 born to obese mothers. Two weeks after delivery, the infants underwent an magnetic resonance imaging (MRI) examination during natural sleep, which included structural imaging and resting-state functional MRI (fMRI) scans. Independent component analysis was used to identify the prefrontal lobe network, and dual regression was used to compare functional connectivity between groups. Infants born to normal-weight mothers had higher recruiting (P<0.05, corrected) of dorsal anterior cingulate cortex regions to the prefrontal network after adjusting for maternal intelligence quotient, gestational weight gain and infant postmenstrual age, gender, birth weight/length, head circumference and neonatal diet. The functional connectivity strength in dorsal anterior cingulate cortex negatively correlated (P<0.05) with maternal fat mass percentage measured at early pregnancy. This preliminary study indicates that exposure to maternal obesity in utero may be associated with changes in resting-state functional connectivity in the newborn offspring’s brain.

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References

  1. Basatemur E, Gardiner J, Williams C, Melhuish E, Barnes J, Sutcliffe A . Maternal prepregnancy BMI and child cognition: a longitudinal cohort study. Pediatrics 2013; 131: 56–63.

    Article  Google Scholar 

  2. Buss C, Entringer S, Davis EP, Hobel CJ, Swanson JM, Wadhwa PD et al. Impaired executive function mediates the association between maternal pre-pregnancy body mass index and child ADHD symptoms. PLoS One 2012; 7: 6.

    Google Scholar 

  3. Casas M, Chatzi L, Carsin AE, Amiano P, Guxens M, Kogevinas M et al. Maternal pre-pregnancy overweight and obesity, and child neuropsychological development: two Southern European birth cohort studies. Int J Epidemiol 2013; 42: 506–517.

    Article  Google Scholar 

  4. Hinkle SN, Schieve LA, Stein AD, Swan DW, Ramakrishnan U, Sharma AJ . Associations between maternal prepregnancy body mass index and child neurodevelopment at 2 years of age. Int J Obes 2012; 36: 1312–1319.

    Article  CAS  Google Scholar 

  5. Huang LS, Yu XD, Keim S, Li L, Zhang L, Zhang J . Maternal prepregnancy obesity and child neurodevelopment in the Collaborative Perinatal Project. Int J Epidemiol 2014; 43: 783–792.

    Article  Google Scholar 

  6. Jo H, Schieve LA, Sharma AJ, Hinkle SN, Li R, Lind JN . Maternal prepregnancy body mass index and child psychosocial development at 6 years of age. Pediatrics 2015; 135: e1198–e1209.

    Article  Google Scholar 

  7. Krakowiak P, Walker CK, Bremer AA, Baker AS, Ozonoff S, Hansen RL et al. Maternal metabolic conditions and risk for autism and other neurodevelopmental disorders. Pediatrics 2012; 129: E1121–E1128.

    Article  Google Scholar 

  8. Reynolds LC, Inder TE, Neil JJ, Pineda RG, Rogers CE . Maternal obesity and increased risk for autism and developmental delay among very preterm infants. J Perinatol 2014; 34: 688–692.

    Article  CAS  Google Scholar 

  9. Rodriguez A . Maternal pre-pregnancy obesity and risk for inattention and negative emotionality in children. J Child Psychol Psychiatry 2010; 51: 134–143.

    Article  Google Scholar 

  10. O'Reilly JR, Reynolds RM . The risk of maternal obesity to the long-term health of the offspring. Clin Endocrinol 2013; 78: 9–16.

    Article  Google Scholar 

  11. Ou X, Thakali KM, Shankar K, Andres A, Badger TM . Maternal adiposity negatively influences infant brain white matter development. Obesity 2015; 23: 1047–1054.

    Article  CAS  Google Scholar 

  12. Edlow AG, Vora NL, Hui L, Wick HC, Cowan JM, Bianchi DW . Maternal obesity affects fetal neurodevelopmental and metabolic gene expression: a pilot study. PLoS One 2014; 9: 2.

    Article  Google Scholar 

  13. Thomason ME, Grove LE, Lozon TA, Vila AM, Ye YQ, Nye MJ et al. Age-related increases in long-range connectivity in fetal functional neural connectivity networks in utero. Dev Cogn Neurosci 2015; 11: 96–104.

    Article  Google Scholar 

  14. Jakab A, Schwartz E, Kasprian G, Gruber GM, Prayer D, Schopf V et al. Fetal functional imaging portrays heterogeneous development of emerging human brain networks. Front Hum Neurosci 2014; 8: 852.

    Article  Google Scholar 

  15. Doria V, Beckmann CF, Arichi T, Merchant N, Groppo M, Turkheimer FE et al. Emergence of resting state networks in the preterm human brain. Proc Natl Acad Sci USA 2010; 107: 20015–20020.

    Article  CAS  Google Scholar 

  16. Reinert KRS, Po'e EK, Barkin SL . The relationship between executive function and obesity in children and adolescents: a systematic literature review. J Obes 2013; 2013, e-pub ahead of print 21 February 2013 doi:10.1155/2013/820956.

    Article  Google Scholar 

  17. Willeumier KC, Taylor DV, Amen DG . Elevated BMI is associated with decreased blood flow in the prefrontal cortex using SPECT imaging in healthy adults. Obesity 2011; 19: 1095–1097.

    Article  Google Scholar 

  18. Kamijo K, Pontifex MB, Khan NA, Raine LB, Scudder MR, Drollette ES et al. The association of childhood obesity to neuroelectric indices of inhibition. Psychophysiology 2012; 49: 1361–1371.

    Article  Google Scholar 

  19. Kamijo K, Pontifex MB, Khan NA, Raine LB, Scudder MR, Drollette ES et al. The negative association of childhood obesity to cognitive control of action monitoring. Cereb Cortex 2014; 24: 654–662.

    Article  Google Scholar 

  20. Batterink L, Yokum S, Stice E . Body mass correlates inversely with inhibitory control in response to food among adolescent girls: an fMRI study. Neuroimage 2010; 52: 1696–1703.

    Article  Google Scholar 

  21. Bruce AS, Holsen LM, Chambers RJ, Martin LE, Brooks WM, Zarcone JR et al. Obese children show hyperactivation to food pictures in brain networks linked to motivation, reward and cognitive control. Int J Obes 2010; 34: 1494–1500.

    Article  CAS  Google Scholar 

  22. Bruce AS, Lepping RJ, Bruce JM, Cherry JBC, Martin LE, Davis AM et al. Brain responses to food logos in obese and healthy weight children. J Pediatr 2013; 162: 759.

    Article  Google Scholar 

  23. Davids S, Lauffer H, Thoms K, Jagdhuhn M, Hirschfeld H, Domin M et al. Increased dorsolateral prefrontal cortex activation in obese children during observation of food stimuli. Int J Obes 2010; 34: 94–104.

    Article  CAS  Google Scholar 

  24. Zhang Y, Zhao H, Qiu SY, Tian J, Wen XT, Miller JL et al. Altered functional brain networks in Prader-Willi syndrome. NMR Biomed 2013; 26: 622–629.

    Google Scholar 

  25. Kullmann S, Heni M, Veit R, Ketterer C, Schick F, Haring HU et al. The obese brain: association of body mass index and insulin sensitivity with resting state network functional connectivity. Hum Brain Mapp 2012; 33: 1052–1061.

    Article  Google Scholar 

  26. Garcia-Garcia I, Jurado MA, Garolera M, Marques-Iturria I, Horstmann A, Segura B et al. Functional network centrality in obesity: a resting-state and task fMRI study. Psychiatry Res 2015; 233: 331–338.

    Article  Google Scholar 

  27. Zhang B, Tian DR, Yu CS, Li M, Zang YF, Liu YJ et al. Altered baseline brain activity differentiates regional mechanisms subserving biological and psychological alterations in obese men. Sci Rep 2015; 5: 11563.

    Article  CAS  Google Scholar 

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Acknowledgements

These studies were supported in part by the USDA-ARS Project 6026-51000-010-05S, and the Marion B Lyon Award by the Arkansas Children’s Hospital Research Institute. We thank the staffs of the Arkansas Children’s Nutrition Center Clinical Research Core and the Arkansas Children’s Hospital Radiology MRI team for their assistance with these studies. We also thank Dr Sean Adams and Dr G Andrew James for their helpful discussion as well as reviewing this manuscript.

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Correspondence to X Ou.

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Supplementary Information accompanies this paper on International Journal of Obesity website

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Li, X., Andres, A., Shankar, K. et al. Differences in brain functional connectivity at resting state in neonates born to healthy obese or normal-weight mothers. Int J Obes 40, 1931–1934 (2016). https://doi.org/10.1038/ijo.2016.166

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