Current Socioeconomic Status Correlates With Brain Volumes in Healthy Children and Adolescents but Not in Children With Prenatal Alcohol Exposure

Individuals with prenatal alcohol exposure (PAE) exhibit neurological deficits associated with brain injury including smaller brain volumes. Additional risk factors such as lower socioeconomic status (SES) may also have an impact on brain development for this population. This study examined how brain volumes are related to SES in both neurotypically developing children and adolescents, and those with PAE. 3D T1-weighted MPRAGE images were acquired from 69 participants with PAE (13.0 ± 3.2 years, range 7.1–18.8 years, 49% female) and 70 neurotypical controls (12.4 ± 2.9 years, range 7.0–18.5 years, 60% female) from four scanning sites in Canada. SES scores calculated using Hollingshead’s Four-Factor Index of Social Status from current caregiver placement were not significantly different between groups, though more children with PAE had lower SES scores compared to controls. Psychometric data comprised 14 cognitive measures, including executive functioning, attention and working memory, memory, math/numerical ability, and word reading. All cognitive scores were significantly worse in children with PAE compared to controls, though SES was not correlated with cognitive scores in either group after correction for multiple comparisons. All 13 brain volumes were smaller in children with PAE compared to children in the control group. Higher SES was associated with larger hippocampus and amygdala volumes in controls, but there were no such associations in children with PAE. Direct evaluation of the interaction between SES and diagnostic group did not show a significant differential impact of SES on these structures. These findings support previous links between SES and brain volumes in neurotypically developing children, but the lack of such a relationship with SES in children with PAE may be due to the markedly smaller brain volumes resulting from the initial brain injury and postpartum brain development, regardless of later SES.

[1]  E. Sowell,et al.  The Relationship Between Socioeconomic Status and Brain Volume in Children and Adolescents With Prenatal Alcohol Exposure , 2020, Frontiers in Human Neuroscience.

[2]  Marisa N. Spann,et al.  Prenatal socioeconomic status and social support are associated with neonatal brain morphology, toddler language and psychiatric symptoms , 2020, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[3]  C. Beaulieu,et al.  Multivariate models of brain volume for identification of children and adolescents with fetal alcohol spectrum disorder , 2019, Human brain mapping.

[4]  J. Grafman,et al.  Corrigendum to “Childhood socioeconomic status predicts cognitive outcomes across adulthood following traumatic brain injury” [Neuropsychologia 124 (2019) 1–8] , 2019, Neuropsychologia.

[5]  C. Lebel,et al.  Characterizing adverse prenatal and postnatal experiences in children , 2019, Birth defects research.

[6]  J. Reynolds,et al.  Population-based prevalence of fetal alcohol spectrum disorder in Canada , 2019, BMC Public Health.

[7]  S. Mattson,et al.  Fetal Alcohol Spectrum Disorders: A Review of the Neurobehavioral Deficits Associated With Prenatal Alcohol Exposure. , 2019, Alcoholism, clinical and experimental research.

[8]  S. Popova,et al.  Prevalence of fetal alcohol spectrum disorder among special subpopulations: a systematic review and meta‐analysis , 2019, Addiction.

[9]  M. Farah,et al.  Childhood socioeconomic status and executive function in childhood and beyond , 2018, PloS one.

[10]  Cassidy L. McDermott,et al.  Longitudinally Mapping Childhood Socioeconomic Status Associations with Cortical and Subcortical Morphology , 2018, The Journal of Neuroscience.

[11]  A. Daugherty,et al.  Socioeconomic status and hippocampal volume in children and young adults. , 2018, Developmental science.

[12]  J. A. Arroyo,et al.  Prevalence of Fetal Alcohol Spectrum Disorders in 4 US Communities , 2018, JAMA.

[13]  J. Reynolds,et al.  Preserved cortical asymmetry despite thinner cortex in children and adolescents with prenatal alcohol exposure and associated conditions , 2018, Human brain mapping.

[14]  I. Gotlib,et al.  Time-varying effects of income on hippocampal volume trajectories in adolescent girls , 2017, Developmental Cognitive Neuroscience.

[15]  A. Zovko,et al.  Parental Socioeconomic Status as a Predictor of Physical and Mental Health Outcomes in Children - Literature Review. , 2017, Acta clinica Croatica.

[16]  Jürgen Rehm,et al.  Global Prevalence of Fetal Alcohol Spectrum Disorder Among Children and Youth: A Systematic Review and Meta-analysis , 2017, JAMA pediatrics.

[17]  M. Farah The Neuroscience of Socioeconomic Status: Correlates, Causes, and Consequences , 2017, Neuron.

[18]  J. Reynolds,et al.  Unpacking the Heterogeneity of Cognitive Functioning in Children and Adolescents with Fetal Alcohol Spectrum Disorder: Determining the Role of Moderators and Strengths , 2017 .

[19]  M. Farah,et al.  Childhood socioeconomic status and childhood maltreatment: Distinct associations with brain structure , 2017, PloS one.

[20]  C. Coles,et al.  Updated Clinical Guidelines for Diagnosing Fetal Alcohol Spectrum Disorders , 2016, Pediatrics.

[21]  Sara B. Johnson,et al.  State of the Art Review: Poverty and the Developing Brain , 2016, Pediatrics.

[22]  C. Blair,et al.  Poverty, Stress, and Brain Development: New Directions for Prevention and Intervention. , 2016, Academic pediatrics.

[23]  A. Chudley,et al.  Fetal alcohol spectrum disorder: a guideline for diagnosis across the lifespan , 2016, Canadian Medical Association Journal.

[24]  Pablo Monsivais,et al.  Supermarket Choice, Shopping Behavior, Socioeconomic Status, and Food Purchases , 2015, American journal of preventive medicine.

[25]  Dan J Stein,et al.  Alcohol exposure in utero is associated with decreased gray matter volume in neonates , 2015, Metabolic Brain Disease.

[26]  A. Wilkinson,et al.  Socioeconomic inequalities in children’s diet: the role of the home food environment , 2015, International Journal of Behavioral Nutrition and Physical Activity.

[27]  Esben Agerbo,et al.  Polygenic Risk Score, Parental Socioeconomic Status, Family History of Psychiatric Disorders, and the Risk for Schizophrenia: A Danish Population-Based Study and Meta-analysis. , 2015, JAMA psychiatry.

[28]  Paul A Taylor,et al.  A DTI‐based tractography study of effects on brain structure associated with prenatal alcohol exposure in newborns , 2015, Human brain mapping.

[29]  R. Plomin,et al.  Socioeconomic status and the growth of intelligence from infancy through adolescence , 2015, Intelligence.

[30]  H. Hoyme,et al.  Prevalence and Characteristics of Fetal Alcohol Spectrum Disorders , 2014, Pediatrics.

[31]  M. Eskin,et al.  Nutrition implications for fetal alcohol spectrum disorder. , 2014, Advances in nutrition.

[32]  Kimberly G. Noble,et al.  Socioeconomic status and structural brain development , 2014, Front. Neurosci..

[33]  Catherine Lebel,et al.  Longitudinal MRI reveals impaired cortical thinning in children and adolescents prenatally exposed to alcohol , 2014, Human brain mapping.

[34]  Deanna M Barch,et al.  Stress-System Genes and Life Stress Predict Cortisol Levels and Amygdala and Hippocampal Volumes in Children , 2014, Neuropsychopharmacology.

[35]  D. Barch,et al.  The effects of poverty on childhood brain development: the mediating effect of caregiving and stressful life events. , 2013, JAMA pediatrics.

[36]  Giovanni B. Frisoni,et al.  Brain morphometry reproducibility in multi-center 3T MRI studies: A comparison of cross-sectional and longitudinal segmentations , 2013, NeuroImage.

[37]  Stuart M Grieve,et al.  Higher education is an age-independent predictor of white matter integrity and cognitive control in late adolescence. , 2013, Developmental science.

[38]  G. Evans,et al.  Childhood poverty, chronic stress, and young adult working memory: the protective role of self-regulatory capacity. , 2013, Developmental science.

[39]  Jeffrey T Duda,et al.  Associations between children's socioeconomic status and prefrontal cortical thickness. , 2013, Developmental science.

[40]  V. D. Calhoun,et al.  The impact of parent socio-economic status on executive functioning and cortical morphology in individuals with schizophrenia and healthy controls , 2013, Psychological Medicine.

[41]  N. Sattar,et al.  Socioeconomic Status and the Cerebellar Grey Matter Volume. Data from a Well-Characterised Population Sample , 2013, The Cerebellum.

[42]  Martin Härter,et al.  Socioeconomic status and beliefs about depression, schizophrenia and eating disorders , 2013, Social Psychiatry and Psychiatric Epidemiology.

[43]  Gareth J. Barker,et al.  Quantitative and qualitative assessment of structural magnetic resonance imaging data in a two-center study , 2012, BMC Medical Imaging.

[44]  Franck Ramus,et al.  The Influence of Socioeconomic Status on Children’s Brain Structure , 2012, PloS one.

[45]  Eric Kan,et al.  Neural correlates of socioeconomic status in the developing human brain. , 2012, Developmental science.

[46]  Kaarin J Anstey,et al.  The association between financial hardship and amygdala and hippocampal volumes: results from the PATH through life project. , 2012, Social cognitive and affective neuroscience.

[47]  Michael Horn,et al.  Tumour size measurement in a mouse model using high resolution MRI , 2012, BMC Medical Imaging.

[48]  L. Whalley,et al.  Childhood socioeconomic status and adult brain size: Childhood socioeconomic status influences adult hippocampal size , 2012, Annals of neurology.

[49]  R. Kessler,et al.  Socioeconomic status and adolescent mental disorders. , 2012, American journal of public health.

[50]  B. Tabachnick,et al.  Maternal risk factors predicting child physical characteristics and dysmorphology in fetal alcohol syndrome and partial fetal alcohol syndrome. , 2011, Drug and alcohol dependence.

[51]  Alan C. Evans,et al.  Developmental cortical thinning in fetal alcohol spectrum disorders , 2011, NeuroImage.

[52]  C. Lebel,et al.  Extensive deep gray matter volume reductions in children and adolescents with fetal alcohol spectrum disorders. , 2011, Alcoholism, clinical and experimental research.

[53]  S. Galea,et al.  Socioeconomic Position and Cognitive Function in the Seychelles: A Life Course Analysis , 2011, Neuroepidemiology.

[54]  Catherine Lebel,et al.  Imaging the Impact of Prenatal Alcohol Exposure on the Structure of the Developing Human Brain , 2011, Neuropsychology Review.

[55]  K. Jones The effects of alcohol on fetal development. , 2011, Birth defects research. Part C, Embryo today : reviews.

[56]  J. Reynolds,et al.  Fetal alcohol spectrum disorders: gene-environment interactions, predictive biomarkers, and the relationship between structural alterations in the brain and functional outcomes. , 2011, Seminars in pediatric neurology.

[57]  Martha J. Farah,et al.  Socioeconomic status and the brain: mechanistic insights from human and animal research , 2010, Nature Reviews Neuroscience.

[58]  H. Yamasue,et al.  Volume reduction and altered sulco-gyral pattern of the orbitofrontal cortex in first-episode schizophrenia , 2010, Schizophrenia Research.

[59]  G. Evans,et al.  Childhood poverty, chronic stress, and adult working memory , 2009, Proceedings of the National Academy of Sciences.

[60]  André J. W. van der Kouwe,et al.  Reliability of MRI-derived cortical and subcortical morphometric measures: Effects of pulse sequence, voxel geometry, and parallel imaging , 2009, NeuroImage.

[61]  Daniel A. Hackman,et al.  Socioeconomic Status and the Developing Brain , 2022 .

[62]  S. Gathercole,et al.  Are working memory measures free of socioeconomic influence? , 2008, Journal of speech, language, and hearing research : JSLHR.

[63]  B. Tabachnick,et al.  Maternal risk factors for fetal alcohol syndrome and partial fetal alcohol syndrome in South Africa: a third study. , 2008, Alcoholism, clinical and experimental research.

[64]  M. Farah,et al.  Childhood poverty: Specific associations with neurocognitive development , 2006, Brain Research.

[65]  Anders M. Dale,et al.  Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer , 2006, NeuroImage.

[66]  Esmeralda Matute,et al.  The Influence of the Parents' Educational Level on the Development of Executive Functions , 2005, Developmental neuropsychology.

[67]  P. May,et al.  Maternal risk factors for fetal alcohol syndrome in the Western cape province of South Africa: a population-based study. , 2005, American journal of public health.

[68]  C. Goodlett,et al.  Alcohol Teratogenesis: Mechanisms of Damage and Strategies for Intervention , 2005, Experimental biology and medicine.

[69]  Olga V. Demler,et al.  Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. , 2005, Archives of general psychiatry.

[70]  Kathleen K. Sulik,et al.  Genesis of Alcohol-Induced Craniofacial Dysmorphism , 2005, Experimental biology and medicine.

[71]  A. Chudley,et al.  Fetal alcohol spectrum disorder: Canadian guidelines for diagnosis , 2005, Canadian Medical Association Journal.

[72]  F. Bookstein,et al.  Risk Factors for Adverse Life Outcomes in Fetal Alcohol Syndrome and Fetal Alcohol Effects , 2004, Journal of developmental and behavioral pediatrics : JDBP.

[73]  P. Philippot,et al.  Socioeconomic inequalities in depression: a meta-analysis. , 2003, American journal of epidemiology.

[74]  K. Matthews,et al.  Socioeconomic differences in children's health: how and why do these relationships change with age? , 2002, Psychological bulletin.

[75]  A. Dale,et al.  Whole Brain Segmentation Automated Labeling of Neuroanatomical Structures in the Human Brain , 2002, Neuron.

[76]  D. Ivanovic,et al.  Nutritional status, brain development and scholastic achievement of Chilean high-school graduates from high and low intellectual quotient and socio-economic status , 2002, British Journal of Nutrition.

[77]  G. Gioia,et al.  TEST REVIEW Behavior Rating Inventory of Executive Function , 2000 .

[78]  Y. Benjamini,et al.  On the Adaptive Control of the False Discovery Rate in Multiple Testing With Independent Statistics , 2000 .

[79]  N. Adler,et al.  Socioeconomic Status and Health: What We Know and What We Don't , 1999, Annals of the New York Academy of Sciences.

[80]  Joe P. Sutton,et al.  Woodcock Reading Mastery Tests Revised/Normative Update (WRMT-R/NU) , 1999 .

[81]  Greg J. Duncan,et al.  How much does childhood poverty affect the life chances of children , 1998 .

[82]  Michael W. Miller Effect of early exposure to ethanol on the protein and DNA contents of specific brain regions in the rat , 1996, Brain Research.

[83]  J. West,et al.  Fetal alcohol syndrome: the vulnerability of the developing brain and possible mechanisms of damage , 1994, Metabolic Brain Disease.

[84]  David W. Smith,et al.  The fetal alcohol syndrome. , 1978, The Lamp.

[85]  K. Jones,et al.  The fetal alcohol syndrome. , 1975, The Lamp.

[86]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[87]  K. Jones,et al.  A review of the physical features of the fetal alcohol spectrum disorders. , 2017, European journal of medical genetics.

[88]  J. Pei,et al.  Assessing FASD in Young Children: Exploring Clinical Complexities and Diagnostic Challenges , 2015 .

[89]  P. May,et al.  Socioeconomic status, psychological distress, and other maternal risk factors for fetal alcohol spectrum disorders among American Indians of the Northern Plains , 2011 .

[90]  Barbara J. Wendling,et al.  Woodcock-Johnson III Tests of Achievement. , 2009 .

[91]  E. Riley,et al.  Neuroimaging and fetal alcohol spectrum disorders. , 2009, Developmental disabilities research reviews.

[92]  Susan J. Astley,et al.  Diagnostic Guide for Fetal Alcohol Spectrum Disorders: the 4 - Digit Diagnostic Code , 2004 .

[93]  M. Bornstein,et al.  Socioeconomic status, parenting, and child development: The Hollingshead Four-Factor Index of Social Status and The Socioeconomic Index of Occupations. , 2003 .

[94]  R. Bradley,et al.  Socioeconomic status and child development. , 2002, Annual review of psychology.

[95]  S. Gathercole,et al.  The Working Memory Test Battery for Children. , 2001 .

[96]  C. Goodlett,et al.  Mechanisms of Alcohol-Induced Damage to the Developing Nervous System , 2001, Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism.

[97]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[98]  A. B. Hollingshead,et al.  Four factor index of social status , 1975 .