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1. Prospective association between maternal allostatic load during pregnancy and child mitochondrial content and bioenergetic capacity.

Author

Gyllenhammer, LE, Picard, M, McGill, MA, Boyle, KE, Vawter, MP, Rasmussen, JM, Buss, C, Entringer, S, and Wadhwa, PD

Subjects
Leukocytes, Mononuclear, Mitochondria, Humans, DNA, Mitochondrial, Energy Metabolism, Pregnancy, Female, Male, Allostasis, Enzymatic activity, Fetal programming, MtDNAcn, Stress, Prevention, Clinical Research, Pediatric, Genetics, 2.1 Biological and endogenous factors, Aetiology, Reproductive health and childbirth, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry
Abstract

BackgroundMitochondria are multifunctional energy-producing and signaling organelles that support life and contribute to stress adaptation. There is a growing understanding of the dynamic relationship between stress exposure and mitochondrial biology; however, the influence of stress on key domains of mitochondrial biology during early-life, particularly the earliest phases of intra-uterine/prenatal period remains largely unknown. Thus, the goal of this study was to examine the impact of fetal exposure to stress (modeled as the biological construct allostatic load) upon mitochondrial biology in early childhood.MethodsIn n = 30 children (range: 3.5-6 years, 53% male), we quantified mitochondrial content via citrate synthase (CS) activity and mtDNA copy number (mtDNAcn), and measured mitochondrial bioenergetic capacity via respiratory chain enzyme activities (complexes I (CI), II (CII), and IV (CIV)) in platelet-depleted peripheral blood mononuclear cells (PBMCs). In a cohort of healthy pregnant women, maternal allostatic load was operationalized as a latent variable (sum of z-scores) representing an aggregation of early-, mid- and late-gestation measures of neuroendocrine (cortisol), immune (interleukin-6, C-reactive protein), metabolic (homeostasis model assessment of insulin resistance, free fatty acids), and cardiovascular (aggregate systolic and diastolic blood pressure) systems, as well as an anthropometric indicator (pre-pregnancy body mass index [BMI]).ResultsAn interquartile increase in maternal allostatic load during pregnancy was associated with higher mitochondrial content (24% and 15% higher CS and mtDNAcn), and a higher mitochondrial bioenergetic capacity (16%, 23%, and 25% higher CI, CII and CIV enzymatic activities) in child leukocytes. The positive association between maternal allostatic load during pregnancy and child mitochondrial content and bioenergetic capacity remained significant after accounting for the effects of key pre- and post-natal maternal and child covariates (p's

Published
2022

3. Newborn insula gray matter volume is prospectively associated with early life adiposity gain

Author

Rasmussen, JM, Entringer, S, Kruggel, F, Cooper, DM, Styner, M, Gilmore, JH, Potkin, SG, Wadhwa, PD, and Buss, C

Subjects
Paediatrics, Biomedical and Clinical Sciences, Prevention, Clinical Research, Neurosciences, Obesity, Brain Disorders, Nutrition, Biomedical Imaging, Pediatric, Absorptiometry, Photon, Adiposity, Cerebral Cortex, Energy Metabolism, Female, Gray Matter, Humans, Infant, Newborn, Longitudinal Studies, Male, Pediatric Obesity, Prospective Studies, Signal Transduction, Weight Gain, Medical and Health Sciences, Education, Endocrinology & Metabolism, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundThe importance of energy homeostasis brain circuitry in the context of obesity is well established, however, the developmental ontogeny of this circuitry in humans is currently unknown. Here, we investigate the prospective association between newborn gray matter (GM) volume in the insula, a key brain region underlying energy homeostasis, and change in percent body fat accrual over the first six months of postnatal life, an outcome that represents among the most reliable infant predictors of childhood obesity risk.MethodsA total of 52 infants (29 male, 23 female, gestational age at birth=39(1.5) weeks) were assessed using structural MRI shortly after birth (postnatal age at MRI scan=25.9(12.2) days), and serial Dual X-Ray Absorptiometry shortly after birth (postnatal age at DXA scan 1=24.6(11.4) days) and at six months of age (postnatal age at DXA scan 2=26.7(3.3) weeks).ResultsInsula GM volume was inversely associated with change in percent body fat from birth to six-months postnatal age and accounted for 19% of its variance (β=-3.6%/S.D., P=0.001). This association was driven by the central-posterior portion of the insula, a region of particular importance for gustation and interoception. The direction of this effect is in concordance with observations in adults, and the results remained statistically significant after adjusting for relevant covariates and potential confounding variables.ConclusionsAltogether, these findings suggest an underlying neural basis of childhood obesity that precedes the influence of the postnatal environment. The identification of plausible brain-related biomarkers of childhood obesity risk that predate the influence of the postnatal obesogenic environment may contribute to an improved understanding of propensity for obesity, early identification of at-risk individuals, and intervention targets for primary prevention.

Published
2017

4. Association of ultrasound-based measures of fetal body composition with newborn adiposity.

Author

Ikenoue, S, Waffarn, F, Sumiyoshi, K, Ohashi, M, Ikenoue, C, Buss, C, Gillen, DL, Simhan, HN, Entringer, S, and Wadhwa, PD

Subjects
Humans, Absorptiometry, Photon, Ultrasonography, Prenatal, Longitudinal Studies, Prospective Studies, Body Composition, Gestational Age, Pregnancy, Adult, Infant, Newborn, Female, Male, Adiposity, fetal body composition, fetal fat mass, newborn adiposity, per cent body fat, Nutrition, Prevention, Clinical Research, Obesity, Perinatal Period - Conditions Originating in Perinatal Period, Pediatric, Reproductive health and childbirth, Cardiovascular, Medical and Health Sciences, Endocrinology & Metabolism
Abstract

BackgroundNewborns exhibit substantial variation in gestational age-adjusted and sex-adjusted fat mass proportion. The antecedent characteristics of fetal body composition that are associated with newborn fat mass proportion are poorly understood.ObjectiveThe aim of this study was to determine whether a composite measure of fetal fat mass is prospectively associated with newborn adiposity.MethodsIn a longitudinal study of 109 low-risk pregnancies, fetal ultrasonography was performed at approximately 12, 20 and 30 weeks gestation. Estimated fetal adiposity (EFA) was derived by integrating cross-sectional arm and thigh per cent fat area and anterior abdominal wall thickness. Newborn per cent body fat was quantified by Dual Energy X-Ray Absorptiometry. The association between EFA and newborn per cent body fat was determined by multiple linear regression.ResultsAfter controlling for confounding factors, EFA at 30 weeks was significantly associated with newborn per cent body fat (standardized β = 0.41, p

Published
2017

5. Influence of maternal thyroid hormones during gestation on fetal brain development

Author

Moog, NK, Entringer, S, Heim, C, Wadhwa, PD, Kathmann, N, and Buss, C

Subjects
Perinatal Period - Conditions Originating in Perinatal Period, Rare Diseases, Behavioral and Social Science, Pediatric, Neurosciences, Mental Health, Prevention, Brain Disorders, Underpinning research, 1.1 Normal biological development and functioning, Reproductive health and childbirth, Neurological, Mental health, Animals, Brain, Cognition, Female, Humans, Pregnancy, Pregnancy Complications, Thyroid Hormones, fetal programing, pregnancy, thyroid hormones, HPT axis, brain development, stress, Psychology, Cognitive Sciences, Neurology & Neurosurgery
Abstract

Thyroid hormones (THs) play an obligatory role in many fundamental processes underlying brain development and maturation. The developing embryo/fetus is dependent on maternal supply of TH. The fetal thyroid gland does not commence TH synthesis until mid gestation, and the adverse consequences of severe maternal TH deficiency on offspring neurodevelopment are well established. Recent evidence suggests that even more moderate forms of maternal thyroid dysfunction, particularly during early gestation, may have a long-lasting influence on child cognitive development and risk of neurodevelopmental disorders. Moreover, these observed alterations appear to be largely irreversible after birth. It is, therefore, important to gain a better understanding of the role of maternal thyroid dysfunction on offspring neurodevelopment in terms of the nature, magnitude, time-specificity, and context-specificity of its effects. With respect to the issue of context specificity, it is possible that maternal stress and stress-related biological processes during pregnancy may modulate maternal thyroid function. The possibility of an interaction between the thyroid and stress systems in the context of fetal brain development has, however, not been addressed to date. We begin this review with a brief overview of TH biology during pregnancy and a summary of the literature on its effect on the developing brain. Next, we consider and discuss whether and how processes related to maternal stress and stress biology may interact with and modify the effects of maternal thyroid function on offspring brain development. We synthesize several research areas and identify important knowledge gaps that may warrant further study. The scientific and public health relevance of this review relates to achieving a better understanding of the timing, mechanisms and contexts of thyroid programing of brain development, with implications for early identification of risk, primary prevention and intervention.

Published
2017

7. Intergenerational transmission of the effects of acculturation on health in Hispanic Americans: a fetal programming perspective

Author

Fox, M, Entringer, S, Buss, C, DeHaene, J, and Wadhwa, PD

Subjects
Medical and Health Sciences, Public Health
Abstract

We propose a transdisciplinary, life span framework for examining the underlying cause of the observed intergenerational decline in health among Hispanic Americans. We focus on acculturation, and we posit that acculturation-related processes in first-generation Hispanic immigrant mothers may affect the intrauterine development of an unborn child, via the process of fetal programming, to produce phenotypic effects that may alter the susceptibility for noncommunicable chronic diseases. In this manner, an intergenerational cascade of perpetuation may become established. Our framework may shed light on the biological, behavioral, and social causes of intergenerational cycles of vulnerability among immigrant minority groups, with public health and policy implications for primary prevention and intervention.

Published
2015

11. Children with maltreatment exposure exhibit rumination‐like spontaneous thought patterns: Association with symptoms of depression, subcallosal cingulate cortex thickness, and cortisol levels

Author

Hoffmann, F., Linz, R., https://orcid.org/0000-0002-5739-5424, Steinbeis, N., Bauer, M., Dammering, F., Lazarides, C., Klawitter, H., Bentz, L., Entringer, S., Winter, S., Buss, C., and Heim, C.

Abstract

Background: Childhood maltreatment is associated with pervasive risk for depression. However, the immediate cognitive and neural mechanisms that mediate this risk during development are unknown. We here studied the impact of maltreatment on self-generated thought (SGT) patterns and their association with depressive symptoms, subcallosal cingulate cortex (SCC) thickness, and cortisol levels in children.Methods: We recruited 183 children aged 6-12 years, 96 of which were exposed to maltreatment. Children performed a mind wandering task to elicit SGTs. A subgroup of children underwent structural magnetic resonance imaging (N = 155) for SCC thickness analyses and saliva collection for quantification of free cortisol concentrations (N = 126) was collected. Using network analysis, we assessed thought networks and compared these networks between children with and without maltreatment exposure. Using multilevel analyses, we then tested the association between thought networks of children with maltreatment exposure with depressive symptoms, SCC thickness, and cortisol levels.Results: Children exposed to maltreatment generated fewer positively valenced thoughts. Network analysis revealed rumination-like thought patterns in children with maltreatment exposure, which were associated with depressive symptoms, SCC thickness, and cortisol levels. Children with maltreatment exposure further exhibited decreased future-self thought coupling, which was associated with depressive symptoms, while other-related and past-oriented thoughts had the greatest importance within the network.Conclusions: Using a novel network analytic approach, we provide evidence that children exposed to maltreatment exhibit ruminative clustering of thoughts, which is associated with depressive symptoms and neurobiological correlates of depression. Our results provide a specific target for clinical translation to design early interventions for middle childhood. Targeting thought patterns in children with maltreatment exposure may be an effective strategy to effectively mitigate depression risk early in life.

Published
2023

16. Reliability of a novel approach for reference-based cell type estimation in human placental DNA methylation studies

Author

Dieckmann, L. (Linda), Cruceanu, C. (Cristiana), Lahti-Pulkkinen, M. (Marius), Lahti, J. (Jari), Kvist, T. (Tuomas), Laivuori, H. (Hannele), Sammallahti, S. (Sara), Villa, P. M. (Pia M.), Suomalainen-König, S. (Sanna), Rancourt, R. C. (Rebecca C.), Plagemann, A. (Andreas), Henrich, W. (Wolfgang), Eriksson, J. G. (Johan G.), Kajantie, E. (Eero), Entringer, S. (Sonja), Braun, T. (Thorsten), Räikkönen, K. (Katri), Binder, E. B. (Elisabeth B.), Czamara, D. (Darina), Dieckmann, L. (Linda), Cruceanu, C. (Cristiana), Lahti-Pulkkinen, M. (Marius), Lahti, J. (Jari), Kvist, T. (Tuomas), Laivuori, H. (Hannele), Sammallahti, S. (Sara), Villa, P. M. (Pia M.), Suomalainen-König, S. (Sanna), Rancourt, R. C. (Rebecca C.), Plagemann, A. (Andreas), Henrich, W. (Wolfgang), Eriksson, J. G. (Johan G.), Kajantie, E. (Eero), Entringer, S. (Sonja), Braun, T. (Thorsten), Räikkönen, K. (Katri), Binder, E. B. (Elisabeth B.), and Czamara, D. (Darina)

Abstract

The placenta is a central organ during early development, influencing trajectories of health and disease. DNA methylation (DNAm) studies of human placenta improve our understanding of how its function relates to disease risk. However, DNAm studies can be biased by cell type heterogeneity, so it is essential to control for this in order to reduce confounding and increase precision. Computational cell type deconvolution approaches have proven to be very useful for this purpose. For human placenta, however, an assessment of the performance of these estimation methods is still lacking. Here, we examine the performance of a newly available reference-based cell type estimation approach and compare it to an often-used reference-free cell type estimation approach, namely RefFreeEWAS, in placental genome-wide DNAm samples taken at birth and from chorionic villus biopsies early in pregnancy using three independent studies comprising over 1000 samples. We found both reference-free and reference-based estimated cell type proportions to have predictive value for DNAm, however, reference-based cell type estimation outperformed reference-free estimation for the majority of data sets. Reference-based cell type estimations mirror previous histological knowledge on changes in cell type proportions through gestation. Further, CpGs whose variation in DNAm was largely explained by reference-based estimated cell type proportions were in the proximity of genes that are highly tissue-specific for placenta. This was not the case for reference-free estimated cell type proportions. We provide a list of these CpGs as a resource to help researchers to interpret results of existing studies and improve future DNAm studies of human placenta.

Published
2022

19. Maternal psychological resilience during pregnancy and newborn telomere length:a prospective study

Author

Verner, G. (Glenn), Epel, E. (Elissa), Lahti-Pulkkinen, M. (Marius), Kajantie, E. (Eero), Buss, C. (Claudia), Lin, J. (Jue), Blackburn, E. (Elizabeth), Räikkönen, K. (Katri), Wadhwa, P. D. (Pathik D.), Entringer, S. (Sonja), Verner, G. (Glenn), Epel, E. (Elissa), Lahti-Pulkkinen, M. (Marius), Kajantie, E. (Eero), Buss, C. (Claudia), Lin, J. (Jue), Blackburn, E. (Elizabeth), Räikkönen, K. (Katri), Wadhwa, P. D. (Pathik D.), and Entringer, S. (Sonja)

Abstract

Objective: In the context of the importance of elucidating the determinants of the initial, newborn setting of telomere length (TL), it is increasingly evident that maternal stress and stress-related processes during pregnancy play a major role. Although psychological resilience may function as a buffer, research in this area has not yet examined its potential role vis-à-vis that of stress. The authors examined the relationship between maternal psychological resilience during pregnancy and newborn TL. Methods: In a sample of 656 mother-child dyads from the Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction cohort, multiple serial assessments were conducted over the course of pregnancy to quantify maternal stress, negative and positive emotional responses to pregnancy events, positive affect, and perceived social support. Principal component analysis identified two latent factors: stress and positivity. A measure of resilience was computed by regressing the positivity factor on the stress factor, in order to quantify positivity after accounting for stress. TL was measured using quantitative polymerase chain reaction in leukocytes extracted from cord blood shortly after birth. Linear regression was used to predict newborn TL from maternal resilience during pregnancy, adjusting for other potential determinants. Results: Maternal stress significantly predicted shorter newborn TL (β=−0.079), and positivity significantly predicted longer TL (β=0.135). Maternal resilience (positivity accounting for stress) was significantly and positively associated with newborn TL (β=0.114, 95% CI=0.035, 0.189), with each standard deviation increase in resilience predicting 12% longer newborn TL. Conclusions: The results indicate that maternal psychological resilience may exert a salubrious effect on offspring telomere biology and highlight the importance of enhancing maternal mental health and well-being during pregnancy.

Published
2021

20. Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

Author

Czamara, D. (Darina), Dieckmann, L. (Linda), Röh, S. (Simone), Kraemer, S. (Sarah), Rancourt, R. C. (Rebecca C.), Sammallahti, S. (Sara), Kajantie, E. (Eero), Laivuori, H. (Hannele), Eriksson, J. G. (Johan G.), Räikkönen, K. (Katri), Henrich, W. (Wolfgang), Plagemann, A. (Andreas), Binder, E. B. (Elisabeth B.), Braun, T. (Thorsten), Entringer, S. (Sonja), Czamara, D. (Darina), Dieckmann, L. (Linda), Röh, S. (Simone), Kraemer, S. (Sarah), Rancourt, R. C. (Rebecca C.), Sammallahti, S. (Sara), Kajantie, E. (Eero), Laivuori, H. (Hannele), Eriksson, J. G. (Johan G.), Räikkönen, K. (Katri), Henrich, W. (Wolfgang), Plagemann, A. (Andreas), Binder, E. B. (Elisabeth B.), Braun, T. (Thorsten), and Entringer, S. (Sonja)

Abstract

Background: Glucocorticoids (GCs) play a pivotal role in fetal programming. Antenatal treatment with synthetic GCs (sGCs) in individuals in danger of preterm labor is common practice. Adverse short- and long-term effects of antenatal sGCs have been reported, but their effects on placental epigenetic characteristics have never been systematically studied in humans. Results: We tested the association between exposure to the sGC betamethasone (BET) and placental DNA methylation (DNAm) in 52 exposed cases and 84 gestational-age-matched controls. We fine-mapped associated loci using targeted bisulfite sequencing. The association of placental DNAm with gene expression and co-expression analysis on implicated genes was performed in an independent cohort including 494 placentas. Exposure to BET was significantly associated with lower placenta DNAm at an enhancer of FKBP5. FKBP5 (FK506-binding protein 51) is a co-chaperone that modulates glucocorticoid receptor activity. Lower DNAm at this enhancer site was associated with higher expression of FKBP5 and a co-expressed gene module. This module is enriched for genes associated with preeclampsia and involved in inflammation and immune response. Conclusions: Our findings suggest that BET exposure during pregnancy associates with few but lasting changes in placental DNAm and may promote a gene expression profile associated with placental dysfunction and increased inflammation. This may represent a pathway mediating GC-associated negative long-term consequences and health outcomes in offspring.

Published
2021

21. Neonatal brain volume as a marker of differential susceptibility to parenting quality and its association with neurodevelopment across early childhood

Author

Rasmussen, J.M., Nolvi, S., Gilmore, J.H., Wadhwa, P.D., Fair, D.A., Buss, C., Entringer, S., Styner, M., and Graham, A.M.

Abstract

Parenting quality is associated with child cognitive and executive functions (EF), which are important predictors of social and academic development. However, children vary in their susceptibility to parenting behaviors, and the neurobiological underpinnings of this susceptibility are poorly understood. In a prospective longitudinal study, we examined whether neonatal total brain volume (TBV) and subregions of interest (i.e., hippocampus (HC) and anterior cingulate gyrus (ACG)) moderate the association between maternal sensitivity and cognitive/EF development across early childhood. Neonates underwent a brain magnetic resonance imaging scan. Their cognitive performance and EF was characterized at 2.0 ± 0.1 years (N = 53) and at 4.9 ± 0.8 years (N = 36) of age. Maternal sensitivity was coded based on observation of a standardized play situation at 6-mo postpartum. Neonatal TBV moderated the association between maternal sensitivity and 2-year working memory as well as all 5-year cognitive outcomes, suggesting that the positive association between maternal sensitivity and child cognition was observed only among children with large or average but not small TBV as neonates. Similar patterns were observed for TBV-corrected HC and ACG volumes. The findings suggest that larger neonatal TBV, HC and ACG may underlie susceptibility to the environment and affect the degree to which parenting quality shapes long-term cognitive development.

Published
2020
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23. Neonatal hippocampal volume moderates the effects of early postnatal enrichment on cognitive development

Author

Wadhwa, P.D., Overfeld, J., Entringer, S., Styner, M.A., Gilmore, J.H., Buss, C., Rasmussen, J.M., and Heim, C.M.

Abstract

Environmental enrichment, particularly during the early life phases of enhanced neuroplasticity, can stimulate cognitive development. However, individuals exhibit considerable variation in their response to environmental enrichment. Recent evidence suggests that certain neurophenotypes such as hippocampal size may index inter-individual differences in sensitivity to environmental conditions. We conducted a prospective, longitudinal investigation in a cohort of 75 mother-child dyads to investigate whether neonatal hippocampal volume moderates the effects of the postnatal environment on cognitive development. Newborn hippocampal volume was quantified shortly after birth (26.2 ± 12.5 days) by structural MRI. Measures of infant environmental enrichment (assessed by the IT-HOME) and cognitive state (assessed by the Bayley-III) were obtained at 6 months of age (6.09 ± 1.43 months). The interaction between neonatal hippocampal volume and enrichment predicted infant cognitive development (b = 0.01, 95 % CI [0.00, 0.02], t = 2.08, p =.04), suggesting that exposure to a stimulating environment had a larger beneficial effect on cognitive outcomes among infants with a larger hippocampus as neonates. Our findings suggest that the effects of the postnatal environment on infant cognitive development are conditioned, in part, upon characteristics of the newborn brain, and that newborn hippocampal volume is a candidate neurophenotype in this context.

Published
2020
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24. DCC gene network in the prefrontal cortex is associated with total brain volume in childhood

Author

Wadhwa, P., O'Donnell, K.J., Pokhvisneva, I., Nolvi, S., Gilmore, J., Styner, M., Flores, C.A., Sassi, R.B., Entringer, S., Meaney, M.J., Buss, C., Morgunova, A., Hall, G.B.C., and Silveira, P.P.

Abstract

BACKGROUND: Genetic variation in the guidance cue DCC gene is linked to psychopathologies involving dysfunction in the prefrontal cortex. We created an expression-based polygenic risk score (ePRS) based on the DCC coexpression gene network in the prefrontal cortex, hypothesizing that it would be associated with individual differences in total brain volume. METHODS: We filtered single nucleotide polymorphisms (SNPs) from genes coexpressed with DCC in the prefrontal cortex obtained from an adult postmortem donors database (BrainEAC) for genes enriched in children 1.5 to 11 years old (BrainSpan). The SNPs were weighted by their effect size in predicting gene expression in the prefrontal cortex, multiplied by their allele number based on an individual's genotype data, and then summarized into an ePRS. We evaluated associations between the DCC ePRS and total brain volume in children in 2 community-based cohorts: the Maternal Adversity, Vulnerability and Neurodevelopment (MAVAN) and University of California, Irvine (UCI) projects. For comparison, we calculated a conventional PRS based on a genome-wide association study of total brain volume. RESULTS: Higher ePRS was associated with higher total brain volume in children 8 to 10 years old (β = 0.212, p = 0.043; n = 88). The conventional PRS at several different thresholds did not predict total brain volume in this cohort. A replication analysis in an independent cohort of newborns from the UCI study showed an association between the ePRS and newborn total brain volume (β = 0.101, p = 0.048; n = 80). The genes included in the ePRS demonstrated high levels of coexpression throughout the lifespan and are primarily involved in regulating cellular function. LIMITATIONS: The relatively small sample size and age differences between the main and replication cohorts were limitations. CONCLUSION: Our findings suggest that the DCC coexpression network in the prefrontal cortex is critically involved in whole brain development during the first decade of life. Genes comprising the ePRS are involved in gene translation control and cell adhesion, and their expression in the prefrontal cortex at different stages of life provides a snapshot of their dynamic recruitment.

Published
2020
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25. Maternal Cortisol Concentrations During Pregnancy and Sex-Specific Associations With Neonatal Amygdala Connectivity and Emerging Internalizing Behaviors

Author

Wadhwa, P.D., Fair, D.A., Buss, C., Rudolph, M.D., Entringer, S., Rasmussen, J.M., Styner, M., Ben Ward, E., Gilmore, J.H., and Graham, A.M.

Abstract

Background: Maternal cortisol during pregnancy has the potential to influence rapidly developing fetal brain systems that are commonly altered in neurodevelopmental and psychiatric disorders. Research examining maternal cortisol concentrations across pregnancy and offspring neurodevelopment proximal to birth is needed to advance understanding in this area and lead to insight into the etiology of these disorders. Methods: Participants were 70 adult women recruited during early pregnancy and their infants born after 34 weeks gestation. Maternal cortisol concentrations were assessed serially over 4 days in early, mid, and late gestation. Resting state functional connectivity magnetic resonance imaging of the neonatal amygdala was examined. Mothers reported on children's internalizing behavior problems at 24 months of age. Results: Maternal cortisol concentrations during pregnancy were significantly associated with neonatal amygdala connectivity in a sex-specific manner. Elevated maternal cortisol was associated with stronger amygdala connectivity to brain regions involved in sensory processing and integration, as well as the default mode network in girls, and with weaker connectivity to these brain regions in boys. Elevated maternal cortisol was associated with higher internalizing symptoms in girls only, and this association was mediated by stronger neonatal amygdala connectivity. Conclusions: Normative variation in maternal cortisol during pregnancy is associated with the coordinated functioning of the amygdala soon after birth in a sex-specific manner. The identified pathway from maternal cortisol to higher internalizing symptoms in girls via alterations in neonatal amygdala connectivity may be relevant for the etiology of sex differences in internalizing psychiatric disorders, which are more prevalent in women.

Published
2019
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26. Maternal Interleukin-6 concentration during pregnancy is associated with variation in frontolimbic white matter and cognitive development in early life

Author

Gilmore, J.H., Rasmussen, J.M., Graham, A.M., Styner, M., Entringer, S., Fair, D.A., Buss, C., and Wadhwa, P.D.

Abstract

Maternal inflammation during pregnancy can alter the trajectory of fetal brain development and increase risk for offspring psychiatric disorders. However, the majority of relevant research to date has been conducted in animal models. Here, in humans, we focus on the structural connectivity of frontolimbic circuitry as it is both critical for socioemotional and cognitive development, and commonly altered in a range of psychiatric disorders associated with intrauterine inflammation. Specifically, we test the hypothesis that elevated maternal concentration of the proinflammatory cytokine interleukin-6 (IL-6) during pregnancy will be associated with variation in microstructural properties of this circuitry in the neonatal period and across the first year of life. Pregnant mothers were recruited in early pregnancy and maternal blood samples were obtained for assessment of maternal IL-6 concentrations in early (12.6 ± 2.8 weeks [S.D.]), mid (20.4 ± 1.5 weeks [S.D.]) and late (30.3 ± 1.3 weeks [S.D.]) gestation. Offspring brain MRI scans were acquired shortly after birth (N = 86, scan age = 3.7 ± 1.7 weeks [S.D.]) and again at 12-mo age (N = 32, scan age = 54.0 ± 3.1 weeks [S.D.]). Diffusion Tensor Imaging (DTI) was used to characterize fractional anisotropy (FA) along the left and right uncinate fasciculus (UF), representing the main frontolimbic fiber tract. In N = 30 of the infants with serial MRI data at birth and 12-mo age, cognitive and socioemotional developmental status was characterized using the Bayley Scales of Infant Development. All analyses tested for potentially confounding influences of household income, prepregnancy Body-Mass-Index, obstetric risk, smoking during pregnancy, and infant sex, and outcomes at 12-mo age were additionally adjusted for the quality of the postnatal caregiving environment. Maternal IL-6 concentration (averaged across pregnancy) was prospectively and inversely associated with FA (suggestive of reduced integrity under high inflammatory conditions) in the newborn offspring (bi-lateral, p < 0.01) in the central portion of the UF proximal to the amygdala. Furthermore, maternal IL-6 concentration was positively associated with rate of FA increase across the first year of life (bi-lateral, p < 0.05), resulting in a null association between maternal IL-6 and UF FA at 12-mo age. Maternal IL-6 was also inversely associated with offspring cognition at 12-mo age, and this association was mediated by FA growth across the first year of postnatal life. Findings from the current study support the premise that susceptibility for cognitive impairment and potentially psychiatric disorders may be affected in utero, and that maternal inflammation may constitute an intrauterine condition of particular importance in this context.

Published
2019
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28. Intergenerational transmission of health disparities among Turkish-origin residents in Germany: role of maternal stress and stress biology during pregnancy. A study protocol

Author

Scholaske, L., Lindner-Matthes, D., Kurt, M., Duman, E., ŞAHBAZ, Çiğdem Dilek, Spallek, J., Entringer, S., and ŞAHBAZ, Çiğdem Dilek

Subjects
role of maternal stress and stress biology during pregnancy. A study protocol-, EUROPEAN JOURNAL OF PUBLIC HEALTH, cilt.28, ss.126, 2018 [Scholaske L., Lindner-Matthes D., Kurt M., Duman E., ŞAHBAZ Ç. D. , Spallek J., Entringer S., -Intergenerational transmission of health disparities among Turkish-origin residents in Germany]
Published
2018

36. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns

Author

Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), Binder, E.B. (Elisabeth), Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), and Binder, E.B. (Elisabeth)

Abstract

Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike’s information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.

Published
2019
Full Text
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37. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns

Author

Czamara, D, Eraslan, G, Page, CM, Lahti, J, Lahti-Pulkkinen, M, Hamalainen, E, Kajantie, E, Laivuori, H, Villa, PM, Reynolds, RM, Nystad, W, Haberg, SE, London, SJ, O'Donnell, KJ, Garg, E, Meaney, MJ, Entringer, S, Wadhwa, PD, Buss, C, Jones, MJ, Lin, DTS, MacIsaac, JL, Kobor, MS, Koen, N, Zar, HJ, Koenen, KC, Dalvie, S, Stein, DJ, Kondofersky, I, Mueller, NS, Theis, FJ, Raikkonen, K, Binder, EB, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, Sullivan, PF, Czamara, D, Eraslan, G, Page, CM, Lahti, J, Lahti-Pulkkinen, M, Hamalainen, E, Kajantie, E, Laivuori, H, Villa, PM, Reynolds, RM, Nystad, W, Haberg, SE, London, SJ, O'Donnell, KJ, Garg, E, Meaney, MJ, Entringer, S, Wadhwa, PD, Buss, C, Jones, MJ, Lin, DTS, MacIsaac, JL, Kobor, MS, Koen, N, Zar, HJ, Koenen, KC, Dalvie, S, Stein, DJ, Kondofersky, I, Mueller, NS, Theis, FJ, Raikkonen, K, Binder, EB, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, and Sullivan, PF

Abstract

Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike's information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.

Published
2019

38. Intergenerational Effect of Maternal Exposure to Childhood Maltreatment on Newborn Brain Anatomy

Author

Entringer, S., Wadhwa, P.D., Buss, C., Heim, C.M., Styner, M., Moog, N.K., Gilmore, J.H., Kathmann, N., and Rasmussen, J.M.

Abstract

Background Childhood maltreatment (CM) confers deleterious long-term consequences, and growing evidence suggests some of these effects may be transmitted across generations. We examined the intergenerational effect of maternal CM exposure on child brain structure and also addressed the hypothesis that this effect may start during the child's intrauterine period of life. Methods A prospective longitudinal study was conducted in a clinical convenience sample of 80 mother-child dyads. Maternal CM exposure was assessed using the Childhood Trauma Questionnaire. Structural magnetic resonance imaging was employed to characterize newborn global and regional brain (tissue) volumes near the time of birth. Results CM exposure was reported by 35% of the women. Maternal CM exposure was associated with lower child intracranial volume (F1,70 = 6.84, p =.011), which was primarily due to a global difference in cortical gray matter (F1,70 = 9.10, p =.004). The effect was independent of potential confounding variables, including maternal socioeconomic status, obstetric complications, obesity, recent interpersonal violence, pre- and early postpartum stress, gestational age at birth, infant sex, and postnatal age at magnetic resonance imaging scan. The observed group difference between offspring of CM-exposed mothers versus nonexposed mothers was 6%. Conclusions These findings represent the first report to date associating maternal CM exposure with variation in newborn brain structure. These observations support our hypothesis of intergenerational transmission of the effects of maternal CM exposure on child brain development and suggest this effect may originate during the child's intrauterine period of life, which may have downstream neurodevelopmental consequences.

Published
2018
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39. Maternal Systemic Interleukin-6 During Pregnancy Is Associated With Newborn Amygdala Phenotypes and Subsequent Behavior at 2 Years of Age

Author

Wadhwa, P.D., Potkin, S.G., Rasmussen, J.M., Graham, A.M., Heim, C.M., Styner, M., Buss, C., Gilmore, J.H., Rudolph, M.D., Fair, D.A., and Entringer, S.

Abstract

Background Maternal inflammation during pregnancy increases the risk for offspring psychiatric disorders and other adverse long-term health outcomes. The influence of inflammation on the developing fetal brain is hypothesized as one potential mechanism but has not been examined in humans. Methods Participants were adult women (N = 86) who were recruited during early pregnancy and whose offspring were born after 34 weeks’ gestation. A biological indicator of maternal inflammation (interleukin-6) that has been shown to influence fetal brain development in animal models was quantified serially in early, mid-, and late pregnancy. Structural and functional brain magnetic resonance imaging scans were acquired in neonates shortly after birth. Infants’ amygdalae were individually segmented for measures of volume and as seeds for resting state functional connectivity. At 24 months of age, children completed a snack delay task to assess impulse control. Results Higher average maternal interleukin-6 concentration during pregnancy was prospectively associated with larger right amygdala volume and stronger bilateral amygdala connectivity to brain regions involved in sensory processing and integration (fusiform, somatosensory cortex, and thalamus), salience detection (anterior insula), and learning and memory (caudate and parahippocampal gyrus). Larger newborn right amygdala volume and stronger left amygdala connectivity were in turn associated with lower impulse control at 24 months of age, and mediated the association between higher maternal interleukin-6 concentrations and lower impulse control. Conclusions These findings provide new evidence in humans linking maternal inflammation during pregnancy with newborn brain and emerging behavioral phenotypes relevant for psychiatric disorders. A better understanding of intrauterine conditions that influence offspring disease susceptibility is warranted to inform targeted early intervention and prevention efforts.

Published
2018
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49. The Role of Stress in Brain Development: The Gestational Environment's Long-Term Effects on the Brain

Author

Buss, C, Entringer, S, Swanson, JM, and Wadhwa, PD

Subjects
fungi
Abstract

During gestation, the fetal brain develops dramatically as structures and connections form, providing the foundation for all future development. The fetal environment plays a critical role in these early neural processes, for better or for worse. Scientists now know that exposure to maternal stress can sometimes have deleterious effects on the fetus, depending on the cause, timing, duration, and intensity of stress. Fortunately, postnatal interventions, such as a secure parent-infant bond and an enriched environment, can buffer the potential negative consequences.

Published
2012

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