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Willford JA, Kaufman JM. Through a teratological lens: A narrative review of exposure to stress and drugs of abuse during pregnancy on neurodevelopment. Neurotoxicol Teratol 2024:107384. [PMID: 39187031 DOI: 10.1016/j.ntt.2024.107384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 08/20/2024] [Accepted: 08/21/2024] [Indexed: 08/28/2024]
Abstract
Teratological research shows that both prenatal stress and prenatal substance exposure have a significant impact on neurodevelopmental outcomes in children. Using human research, the purpose of this narrative review is to explore the degree to which these exposures may represent complex prenatal and postnatal risks for the development of cognition and behavior in children. An understanding of the HPA axis and its function during pregnancy as well as the types and operationalization of prenatal stress provide a context for understanding the direct and indirect mechanisms by which prenatal stress affects brain and behavior development. In turn, prenatal substance exposure studies are evaluated for their importance in understanding variables that indicate a potential interaction with prenatal stress including reactivity to novelty, arousal, and stress reactivity during early childhood. The similarities and differences between prenatal stress exposure and prenatal substance exposure on neurodevelopmental outcomes including arousal and emotion regulation, cognition, behavior, stress reactivity, and risk for psychopathology are summarized. Further considerations for teratological studies of prenatal stress and/or substance exposure include identifying and addressing methodological challenges, embracing the complexity of pre-and postnatal environments in the research, and the importance of incorporating parenting and resilience into future studies.
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Affiliation(s)
- Jennifer A Willford
- Slippery Rock University, Department of Psychology, 1 Morrow Way, Slippery Rock, PA 16057, United States of America.
| | - Jesse M Kaufman
- Slippery Rock University, Department of Psychology, 1 Morrow Way, Slippery Rock, PA 16057, United States of America
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2
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Paulus FW, Ohmann S, Möhler E, Plener P, Popow C. Emotional Dysregulation in Children and Adolescents With Psychiatric Disorders. A Narrative Review. Front Psychiatry 2021; 12:628252. [PMID: 34759846 PMCID: PMC8573252 DOI: 10.3389/fpsyt.2021.628252] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 08/27/2021] [Indexed: 12/14/2022] Open
Abstract
Background: Emotional dysregulation (ED) is a transdiagnostic construct defined as the inability to regulate the intensity and quality of emotions (such as, fear, anger, sadness), in order to generate an appropriate emotional response, to handle excitability, mood instability, and emotional overreactivity, and to come down to an emotional baseline. Because ED has not been defined as a clinical entity, and because ED plays a major role in child and adolescent psychopathology, we decided to summarize current knowledge on this topic based on a narrative review of the current literature. Methods: This narrative review is based on a literature search of peer-reviewed journals. We searched the databases ERIC, PsycARTICLES, PsycINFO and PSYNDEX on June 2, 2020 for peer reviewed articles published between 2000 and 2020 in English language for the preschool, school, and adolescent age (2-17 years) using the following search terms: "emotional dysregulation" OR "affect dysregulation," retrieving 943 articles. Results: The results of the literature search are presented in the following sections: the relationship between ED and psychiatric disorders (ADHD, Mood Disorders, Psychological Trauma, Posttraumatic Stress Disorder, Non-suicidal Self-Injury, Eating Disorders, Oppositional Defiant Disorder, Conduct Disorder, Disruptive Disruptive Mood Dysregulation Disorder, Personality Disorders, Substance Use Disorder, Developmental Disorders, Autism Spectrum Disorder, Psychosis and Schizophrenia, and Gaming Disorder), prevention, and treatment of ED. Conclusion: Basic conditions of ED are genetic disposition, the experience of trauma, especially sexual or physical abuse, emotional neglect in childhood or adolescence, and personal stress. ED is a complex construct and a comprehensive concept, aggravating a number of various mental disorders. Differential treatment is mandatory for individual and social functioning.
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Affiliation(s)
- Frank W Paulus
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Saarland University Medical Center, Homburg, Germany
| | - Susanne Ohmann
- Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria.,Austrian Society of Cognitive Behavioral Therapy (OeGVT), Vienna, Austria
| | - Eva Möhler
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Saarland University Medical Center, Homburg, Germany
| | - Paul Plener
- Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - Christian Popow
- Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria.,Austrian Society of Cognitive Behavioral Therapy (OeGVT), Vienna, Austria.,Department of Child and Adolescent Psychiatry and Psychotherapy, Regional Psychiatric Hospital, Mauer, Austria
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3
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Singer LT, Chambers C, Coles C, Kable J. Fifty Years of Research on Prenatal Substances: Lessons Learned for the Opioid Epidemic. ADVERSITY AND RESILIENCE SCIENCE 2020; 1:223-234. [PMID: 34316723 PMCID: PMC8312986 DOI: 10.1007/s42844-020-00021-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/11/2020] [Indexed: 01/31/2023]
Abstract
Current efforts to design research on developmental effects of prenatal opioid exposure can benefit from knowledge gained from 50 years of studies of fetal alcohol and prenatal drug exposures such as cocaine. Scientific advances in neurobiology, developmental psychopathology, infant assessments, genetics, and imaging support the principles of developmental neurotoxicology that guide research in prenatal exposures. Important to research design is accurate assessment of amount, frequency, and timing of exposure which benefits from accurate self-report and biomarkers of exposure. Identifying and control of pre- and postnatal factors that impact development are difficult and dependent on appropriate research design and selection of comparison groups and measurement of confounding, mediating, and moderating variables. Polysubstance exposure has increased due to the number of prescribed and nonprescribed substances used by pregnant women and varying combinations of drugs may have differential effects on the outcome. Multiple experimental and clinical assessments of infant behavior have been developed but predicting outcome before 18-24 months of age remains difficult. With some exceptions, prenatal substance exposure effect sizes have been small, and cognitive and behavioral effects tend to be specific rather than global. Studies require large sample sizes, adequate retention, and support for social services in at-risk samples. The ethical and legal contexts and stigma associated with drug/alcohol use disorder should be considered in order to prevent harm to families in research programs. Recognition of the pervasive use of addictive substances in this nation should lead to broad scientific efforts to understand how substances affect child outcomes and to initiate prevention and intervention where needed.
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Affiliation(s)
- Lynn T. Singer
- School of Medicine, Case Western Reserve University, WG49, Cleveland, OH 44106-7001, USA
| | - Christina Chambers
- Health Sciences, University of California, San Diego, San Diego, CA, USA
| | - Claire Coles
- Psychiatry and Behavioral Sciences and Pediatrics, Emory University, Atlanta, GA, USA
| | - Julie Kable
- Psychiatry and Behavioral Sciences and Pediatrics, Emory University, Atlanta, GA, USA
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4
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Salzwedel A, Chen G, Chen Y, Grewen K, Gao W. Functional dissection of prenatal drug effects on baby brain and behavioral development. Hum Brain Mapp 2020; 41:4789-4803. [PMID: 32779835 PMCID: PMC7643353 DOI: 10.1002/hbm.25158] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 07/23/2020] [Indexed: 12/12/2022] Open
Abstract
Prenatal drug exposure (PDE) is known to affect fetal brain development with documented long‐term consequences. Most studies of PDE effects on the brain are based on animal models. In this study, based on a large sample of 133 human neonates and leveraging a novel linear mixed‐effect model designed for intersubject variability analyses, we studied the effects of six prenatally exposed drugs (i.e., nicotine, alcohol, selective serotonin reuptake inhibitor, marijuana, cocaine, and opioids) on neonatal whole‐brain functional organization and compared them with five other critical nondrug variables (i.e., gestational age at birth/scan, sex, birth weight, and maternal depression). The behavioral implications were also examined. Magnitude‐wise, through summing across individual drug effects, our results highlighted ~5% of whole‐brain functional connections (FCs) affected by PDE, which was highly comparable with the combined effects of the five nond rug variables. Spatially, the detected PDE effects featured drug‐specific patterns with a common bias in higher‐order brain regions/networks. Regarding brain–behavioral relationships, the detected connections showing significant drug effects also demonstrated significant correlations with 3‐month behavioral outcomes. Further mediation analyses supported a mediation role of the detected brain FCs between PDE status and cognitive/language outcomes. Our findings of widespread, and spatially biased PDE effect patterns coupled with significant behavioral implications may hopefully stimulate more human‐based studies into effects of PDE on long‐term developmental outcomes.
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Affiliation(s)
- Andrew Salzwedel
- Department of Biomedical Sciences, Imaging, and Biomedical Imaging Research Institute (BIRI), Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Gang Chen
- Scientific and Statistical Computing Core, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, USA
| | - Yuanyuan Chen
- Department of Biomedical Sciences, Imaging, and Biomedical Imaging Research Institute (BIRI), Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Karen Grewen
- Department of Psychiatry, Neurobiology, and Psychology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Wei Gao
- Department of Biomedical Sciences, Imaging, and Biomedical Imaging Research Institute (BIRI), Cedars-Sinai Medical Center, Los Angeles, California, USA.,Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA
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5
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Li Z, Lei K, Coles CD, Lynch ME, Hu X. Longitudinal changes of amygdala functional connectivity in adolescents prenatally exposed to cocaine. Drug Alcohol Depend 2019; 200:50-58. [PMID: 31085378 PMCID: PMC6607904 DOI: 10.1016/j.drugalcdep.2019.03.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 03/01/2019] [Accepted: 03/04/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Prenatal cocaine exposure (PCE) is associated with arousal dysregulation, but interactions between exposure and age are rarely investigated directly with longitudinal study designs. Our previous study had examined task-elicited emotional arousal and noted persistently high amygdala activations in the development of adolescents with PCE. However, while externally imposed emotional arousal could be considered a "state" effect depending on specific task stimuli, it is still unclear whether similar developmental alterations extend to intrinsic functional connectivity (FC), reflecting more of a "trait" effect. METHODS We used a longitudinal design and analyzed resting-state functional magnetic resonance imaging data acquired twice from 25 adolescents with PCE and 16 non-exposed controls. Both groups were each scanned first at the mean age of 14.3 and then again at 16.6 years. Seeding in bilateral amygdalae and comparing the 2nd scan with the 1st, we examined the interaction effect between PCE and age on FCs in the emotional network. RESULTS Compared with the younger age, we observed a generally decreased FC in the emotional network of the control group at the older age, but these FCs were generally increased at the older age in this same network of the PCE group. Additionally, this interaction effect of exposure by age in the right fusiform was positively correlated with the emotional interference imposed by external task stimuli. CONCLUSIONS These results provided additional data directly characterizing developmental changes in the emotional network of adolescents with PCE, complementing and extending the notion of a PCE-associated long-term teratogenic effect on arousal regulation.
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Affiliation(s)
- Zhihao Li
- School of Psychology and Sociology, Shenzhen University, Shenzhen, 518060, Guangdong, PR China; Shenzhen Key Laboratory of Affective and Social Cognitive Science, Shenzhen University, Shenzhen, 518060, Guangdong, PR China; Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.
| | - Kaikai Lei
- School of Psychology and Sociology, Shenzhen University, Shenzhen, 518060, Guangdong, PR China; Shenzhen Key Laboratory of Affective and Social Cognitive Science, Shenzhen University, Shenzhen, 518060, Guangdong, PR China
| | - Claire D Coles
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Xiaoping Hu
- Department of Bioengineering, University of California at Riverside, Riverside, CA, USA.
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6
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McLachlan K, Vavasour I, MacKay A, Brain U, Oberlander T, Loock C, Reynolds JN, Beaulieu C. Myelin Water Fraction Imaging of the Brain in Children with Prenatal Alcohol Exposure. Alcohol Clin Exp Res 2019; 43:833-841. [PMID: 30889291 DOI: 10.1111/acer.14024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 03/10/2019] [Indexed: 01/20/2023]
Abstract
BACKGROUND Prenatal alcohol exposure (PAE) is linked to alterations of cerebral white matter, including volume and nonspecific diffusion magnetic resonance imaging (MRI) indices of microstructure in humans. Some animal models of PAE have demonstrated myelination deficiencies, but myelin levels have not yet been evaluated in individuals with PAE. Multiecho T2 MRI offers a quantitative method to estimate myelin water fraction (MWF; related to myelin content) noninvasively, which was used here to evaluate brain myelination in children with PAE. METHODS Participants with PAE (n = 10, 6 females, mean age 13.9 years, range 7 to 18 years) and controls (n = 14, 11 females, mean age 13.2 years, range 9 to 16 years) underwent 3T MRI of the brain. T2 images (15 minutes acquisition for 32 echoes) were used to create MWF maps from which mean MWF was measured in 12 regions of interest (ROIs) including 8 in white matter and 4 in deep gray matter. RESULTS As expected, across the combined sample, MWF was highest for major white matter tracts such as the internal capsule and genu/splenium of the corpus callosum (10 to 18%) while the caudate and putamen had MWF less than 5%. Mean MWF was similar across 11/12 brain white and gray matter regions for the PAE and control groups (L/R internal capsule, major forceps, putamen, caudate nucleus, L minor forceps, genu and splenium of corpus callosum). In the PAE group, MWF was positively correlated with age in the genu of corpus callosum and right minor forceps, notably 2 frontal tracts. CONCLUSIONS Given comparable MRI-derived myelination fraction measures in PAE relative to controls, white matter alterations shown in other imaging studies, such as diffusion tensor imaging, may reflect microstructural anomalies related to axon caliber and density.
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Affiliation(s)
| | - Irene Vavasour
- Department of Radiology , University of British Columbia, Vancouver, BC, Canada
| | - Alex MacKay
- Department of Radiology , University of British Columbia, Vancouver, BC, Canada.,Department of Physics and Astronomy , University of British Columbia, Vancouver, BC, Canada
| | - Ursula Brain
- Department of Pediatrics , University of British Columbia, Vancouver, BC, Canada
| | - Tim Oberlander
- Department of Pediatrics , University of British Columbia, Vancouver, BC, Canada
| | - Christine Loock
- Department of Pediatrics , University of British Columbia, Vancouver, BC, Canada
| | - James N Reynolds
- Department of Biomedical and Molecular Sciences , Queens University, Kingston, ON, Canada
| | - Christian Beaulieu
- Department of Biomedical Engineering , University of Alberta, Edmonton, AB, Canada
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Willford JA, Singhabahu D, Herat A, Richardson GA. An examination of the association between prenatal cocaine exposure and brain activation measures of arousal and attention in young adults: An fMRI study using the Attention Network Task. Neurotoxicol Teratol 2018; 69:1-10. [PMID: 29953942 DOI: 10.1016/j.ntt.2018.06.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 05/23/2018] [Accepted: 06/22/2018] [Indexed: 11/19/2022]
Abstract
Prenatal drug exposure, including cocaine, alcohol, marijuana, and tobacco, is associated with deficits in behavioral regulation and attention. Using fMRI, the objective of this study was to characterize the association between prenatal cocaine exposure (PCE) and the underlying neural substrates associated with behavioral outcomes of attention. Forty-seven young adults were recruited for this study from the ongoing Maternal Health Practices and Child Development (MHPCD) Project, a longitudinal study of the effects of PCE on growth, behavior, and cognitive function. Three groups were compared: 1) prenatal exposure to cocaine, alcohol, marijuana, and tobacco (CAMT, n = 15), 2) prenatal exposure to alcohol, marijuana, and tobacco (AMT, n = 17), and 3) no prenatal exposure to drugs (Controls, n = 15). Subjects were frequency matched on gender, race, handedness, and 15-year IQ. This study used the theoretical model proposed by Posner and Peterson (1990), which posits three dissociable components of attention: alerting, orienting, and executive attention. Subjects completed a functional MRI (fMRI) scan while performing the Attention Network Task, a validated neuroimaging measure of the 3-network model of attention. Behavioral and fMRI data revealed no associations between PCE and task accuracy, speed of processing, or activation in key brain regions associated with each of the attention networks. The results of this study show that any subtle differences in brain function associated with PCE are not detectable using the ANT task and fMRI. These results should be interpreted in the context of other studies that have found associations between PCE and arousal with emotionally arousing stimuli, compared to this study that found no associations using emotionally neutral stimuli.
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Affiliation(s)
- Jennifer A Willford
- Department of Psychology, Slippery Rock University, 1 Morrow Way, Slippery Rock, PA 16057, United States of America.
| | - Dil Singhabahu
- Department of Mathematics, Slippery Rock University, 1 Morrow Way, Slippery Rock, PA 16057, United States of America.
| | - Athula Herat
- Department of Physics, Slippery Rock University, 1 Morrow Way, Slippery Rock, PA 16057, United States of America.
| | - Gale A Richardson
- Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara Street, Pittsburgh, PA 15213, United States of America.
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8
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Peles E, Sason A, Schreiber S, Adelson M. Newborn birth-weight of pregnant women on methadone or buprenorphine maintenance treatment: A national contingency management approach trial. Am J Addict 2017; 26:167-175. [PMID: 28191917 DOI: 10.1111/ajad.12508] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2016] [Revised: 01/09/2017] [Accepted: 01/28/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Methadone maintenance treatment (MMT) is the gold standard for pregnant women with opioid use disorders. Still, low birth-weights were reported, in particular of mothers who became pregnant before admission to MMT. We studied whether an escalating incentive contingency-management approach may contribute to better newborn birth-weights. METHODS A nationwide controlled randomized trial among all Israeli methadone/buprenorphine maintenance treatment (MBMT), newly or already in treatment pregnant women was performed. A modified contingency-management protocol with coupons of escalating value depending upon reduction of drug use, cigarette smoking, and alcohol consumption was compared to standard care arm. Drugs in urine, smoking (Fagerstrom score), alcohol use, and depression were monitored. RESULTS Thirty-five women had 46 pregnancies. In their first pregnancy, 19 from the contingency-management and 16 from the standard care arms were studied. Contingency-management group as compared to the standard care arm included more newly admitted women (36.8% vs. 6.3%, p = .05), with benzodiazepine and cannabis onset at a younger age, and higher proportion of any drug abuse while pregnant (100% vs. 68.8%, p = .01). Fifteen of the contingency-management and 14 of the control arm gave birth (78.9% vs. 87.5%, p = .3) with similar proportions of normal (>2,500 g) birth-weight (71.4% vs. 61.5%, p = .8). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE Newborns' birth-weight was comparable among the two study arms indicating no contribution of the contingency-management approach. Small sample and baseline differences between arms might have influenced results. Intensive intervention should be evaluated on a larger scale of participants. (Am J Addict 2017;26:167-175).
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Affiliation(s)
- Einat Peles
- Dr Miriam and Sheldon G. Adelson Clinic for Drug Abuse, Treatment and Research, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Anat Sason
- Dr Miriam and Sheldon G. Adelson Clinic for Drug Abuse, Treatment and Research, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Shaul Schreiber
- Dr Miriam and Sheldon G. Adelson Clinic for Drug Abuse, Treatment and Research, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel.,Department of Psychiatry, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Miriam Adelson
- Dr Miriam and Sheldon G. Adelson Clinic for Drug Abuse, Treatment and Research, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel
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Parolin M, Simonelli A, Mapelli D, Sacco M, Cristofalo P. Parental Substance Abuse As an Early Traumatic Event. Preliminary Findings on Neuropsychological and Personality Functioning in Young Drug Addicts Exposed to Drugs Early. Front Psychol 2016; 7:887. [PMID: 27378983 PMCID: PMC4909766 DOI: 10.3389/fpsyg.2016.00887] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Accepted: 05/30/2016] [Indexed: 12/02/2022] Open
Abstract
Parental substance use is a major risk factor for child development, heightening the risk of drug problems in adolescence and young adulthood, and exposing offspring to several types of traumatic events. First, prenatal drug exposure can be considered a form of trauma itself, with subtle but long-lasting sequelae at the neuro-behavioral level. Second, parents' addiction often entails a childrearing environment characterized by poor parenting skills, disadvantaged contexts and adverse childhood experiences (ACEs), leading to dysfunctional outcomes. Young adults born from/raised by parents with drug problems and diagnosed with a Substance Used Disorder (SUD) themselves might display a particularly severe condition in terms of cognitive deficits and impaired personality function. This preliminary study aims to investigate the role of early exposure to drugs as a traumatic event, capable of affecting the psychological status of young drug addicts. In particular, it intends to examine the neuropsychological functioning and personality profile of young adults with severe SUDs who were exposed to drugs early in their family context. The research involved three groups, each consisting of 15 young adults (aged 18–24): a group of inpatients diagnosed with SUDs and exposed to drugs early, a comparison group of non-exposed inpatients and a group of non-exposed youth without SUDs. A neuropsychological battery (Esame Neuropsicologico Breve-2), an assessment procedure for personality disorders (Shedler-Westen Assessment Procedure-200) and the Symptom CheckList-90-Revised were administered. According to present preliminary results, young drug addicts exposed to drugs during their developmental age were characterized by elevated rates of neuropsychological impairments, especially at the expense of attentive and executive functions (EF); personality disorders were also common but did not differentiate them from non-exposed youth with SUDs. Alternative multi-focused prevention and intervention programs are needed for children of drug-misusing parents, addressing EF and adopting a trauma-focused approach.
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Affiliation(s)
- Micol Parolin
- Department of Developmental Psychology and Socialization, University of Padova Padua, Italy
| | - Alessandra Simonelli
- Department of Developmental Psychology and Socialization, University of Padova Padua, Italy
| | - Daniela Mapelli
- Department of General Psychology, University of Padova Padua, Italy
| | - Marianna Sacco
- Department of Developmental Psychology and Socialization, University of Padova Padua, Italy
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10
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Salzwedel AP, Grewen KM, Goldman BD, Gao W. Thalamocortical functional connectivity and behavioral disruptions in neonates with prenatal cocaine exposure. Neurotoxicol Teratol 2016; 56:16-25. [PMID: 27242332 DOI: 10.1016/j.ntt.2016.05.009] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 04/26/2016] [Accepted: 05/26/2016] [Indexed: 12/20/2022]
Abstract
Prenatal cocaine exposure (PCE) affects neurobehavioral development, however, disentangling direct drug-related mechanisms from contextual effects (e.g., socioeconomic status) has proven challenging in humans. The effects of environmental confounds are minimal immediately after birth thus we aimed to delineate neurobehavioral correlates of PCE in a large cohort of neonates (2-6weeks of age, N=152) with and without drug exposure using resting state functional magnetic resonance imaging (rsfMRI) and developmental assessments at 3months with the Bayley Scales of Infant & Toddler Development, 3rd edition. The cohort included healthy controls and neonates with similar poly-drug exposure±cocaine. We focused on the thalamus given its critical importance in early brain development and its unique positioning in the dopamine system. Our results revealed PCE-related hyper-connectivity between the thalamus and frontal regions and a drug-common hypo-connective signature between the thalamus and motor-related regions. PCE-specific neonatal thalamo-frontal connectivity was inversely related to cognitive and fine motor scores and thalamo-motor connectivity showed a positive relationship with composite (gross plus fine) motor scores. Finally, cocaine by selective-serotonin-reuptake-inhibitor (SSRI) interactions were detected, suggesting the combined use of these drugs during pregnancy could have additional consequences on fetal development. Overall, our findings provide the first delineation of PCE-related disruptions of thalamocortical functional connectivity, neurobehavioral correlations, and drug-drug interactions during infancy.
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Affiliation(s)
- Andrew P Salzwedel
- Biomedical Imaging Research Institute (BIRI), Department of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, USA; University of North Carolina Chapel Hill, Department of Radiology and Biomedical Research Imaging Center, Chapel Hill, NC 27599, USA
| | - Karen M Grewen
- University of North Carolina Chapel Hill, Department of Psychiatry, Neurobiology, and Psychology, Chapel Hill, NC 27599, USA.
| | - Barbara D Goldman
- University of North Carolina Chapel Hill, Department of Psychology and Neuroscience, FPG Child Development Institute, Chapel Hill, NC 27599, USA
| | - Wei Gao
- Biomedical Imaging Research Institute (BIRI), Department of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, USA; University of North Carolina Chapel Hill, Department of Radiology and Biomedical Research Imaging Center, Chapel Hill, NC 27599, USA.
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11
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Gautam P, Warner TD, Kan EC, Sowell ER. Executive function and cortical thickness in youths prenatally exposed to cocaine, alcohol and tobacco. Dev Cogn Neurosci 2015; 16:155-165. [PMID: 25743199 PMCID: PMC4522382 DOI: 10.1016/j.dcn.2015.01.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Revised: 01/19/2015] [Accepted: 01/23/2015] [Indexed: 12/30/2022] Open
Abstract
Small and detrimental, albeit inconsistent, effects of prenatal cocaine exposure (PCE) during early childhood have been reported. The teratogenic effects of prenatal alcohol (PAE) and tobacco exposure (PTE) on neurobehavior are more firmly established than PCE. We tested if co-exposure to all three drugs could be related to greater differences in brain structure than exposure to cocaine alone. Participants (n=42, PCE=27; age range=14-16 years) received an executive function battery prior to a T1-weighted 3T structural MRI scan. Cortical thickness was measured using FreeSurfer (v5.1). Fetal drug exposure was quantified through maternal self-reports usage during pregnancy. Using general linear modeling, we found no main effects of PCE on cortical thickness, but significant main effects of PAE and PTE in superior and medial frontal regions, after co-varying for the effects of age, sex, and each drug of exposure. Significant alcohol-by-tobacco interactions, and significant cocaine-by-alcohol interactions on cortical thickness in medial parietal and temporal regions were also observed. Poly-drug exposure and cognitive function also showed significant interactions with cortical thickness: lower cortical thickness was associated with better performance in PCE-exposed adolescents. Results suggest that although children with PCE have subtle but persistent brain cortical differences until mid-to-late adolescence.
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Affiliation(s)
- Prapti Gautam
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Children's Hospital of Los Angeles, Los Angeles, CA, United States
| | - Tamara D Warner
- Department of Pediatrics, University of Florida, Gainesville, FL, United States
| | - Eric C Kan
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Children's Hospital of Los Angeles, Los Angeles, CA, United States
| | - Elizabeth R Sowell
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Children's Hospital of Los Angeles, Los Angeles, CA, United States; Department of Neurology, University of California at Los Angeles, Los Angeles, CA, United States.
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Li Z, Coles CD, Lynch ME, Luo Y, Hu X. Longitudinal changes of amygdala and default mode activation in adolescents prenatally exposed to cocaine. Neurotoxicol Teratol 2015; 53:24-32. [PMID: 26577285 DOI: 10.1016/j.ntt.2015.11.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 10/29/2015] [Accepted: 11/09/2015] [Indexed: 12/30/2022]
Abstract
Prenatal cocaine exposure (PCE) is associated with long-term and negative effect on arousal regulation. Recent neuroimaging studies have examined brain mechanisms related to arousal dysregulation with cross-sectional experimental designs; but longitudinal changes in the brain, reflecting group differences in neurodevelopment, have never been directly examined. To directly assess the interaction of PCE and neurodevelopment, the present study used a longitudinal design to analyze functional magnetic resonance imaging (fMRI) data collected from 33 adolescents (21 with PCE and 12 non-exposed controls) while they performed the same working memory task with emotional distracters at two points in time. The mean age of participants was 14.3 years at time_1 and 16.7 years at time_2. With confounding factors statistically controlled, the fMRI data revealed significant exposure-by-time interaction in the activations of the amygdala and default mode network (DMN). For the control adolescents, brain activations associated with emotional arousal (amygdala) and cognitive effort (DMN) were both reduced at time_2 as compared to that at time_1. However, these activation reductions were not observed in the PCE group, indicating persistently high levels of emotional arousal and cognitive effort. In addition, correlations between longitudinal changes in the brain and in behavior have shown that adolescents with persistently high emotional arousal were more likely in need of high cognitive effort; and their cognitive performance was more likely to be affected by distractive challenges. The present results complement and extend previous findings from cross-sectional studies with further evidence supporting the view of PCE associated long-term teratogenic effects on arousal regulation.
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Affiliation(s)
- Zhihao Li
- Institute of Affective and Social Neuroscience, Shenzhen University, Shenzhen 518060, Guangdong, PR China; Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, GA, USA.
| | - Claire D Coles
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, GA, USA
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, GA, USA
| | - Yuejia Luo
- Institute of Affective and Social Neuroscience, Shenzhen University, Shenzhen 518060, Guangdong, PR China
| | - Xiaoping Hu
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, GA, USA.
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13
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Abstract
Prenatal drug exposure, particularly prenatal cocaine exposure (PCE), incurs great public and scientific interest because of its associated neurodevelopmental consequences. However, the neural underpinnings of PCE remain essentially uncharted, and existing studies in school-aged children and adolescents are confounded greatly by postnatal environmental factors. In this study, leveraging a large neonate sample (N = 152) and non-invasive resting-state functional magnetic resonance imaging, we compared human infants with PCE comorbid with other drugs (such as nicotine, alcohol, marijuana, and antidepressant) with infants with similar non-cocaine poly drug exposure and drug-free controls. We aimed to characterize the neural correlates of PCE based on functional connectivity measurements of the amygdala and insula at the earliest stage of development. Our results revealed common drug exposure-related connectivity disruptions within the amygdala-frontal, insula-frontal, and insula-sensorimotor circuits. Moreover, a cocaine-specific effect was detected within a subregion of the amygdala-frontal network. This pathway is thought to play an important role in arousal regulation, which has been shown to be irregular in PCE infants and adolescents. These novel results provide the earliest human-based functional delineations of the neural-developmental consequences of prenatal drug exposure and thus open a new window for the advancement of effective strategies aimed at early risk identification and intervention.
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14
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Eiden RD, Godleski S, Schuetze P, Colder CR. Prenatal substance exposure and child self-regulation: Pathways to risk and protection. J Exp Child Psychol 2015; 137:12-29. [PMID: 25913650 DOI: 10.1016/j.jecp.2015.02.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 02/17/2015] [Indexed: 11/26/2022]
Abstract
A conceptual model of the association between prenatal cocaine exposure (PCE) and child self-regulation via maternal harshness and language development was examined. Specifically, the model tested whether PCE was associated with self-regulation either directly or indirectly via high maternal harshness and poor language development. The role of child sex, autonomic reactivity, and cumulative environmental risk as potential moderators was also explored. The sample was 216 mother-child dyads recruited at birth and assessed at 2, 7, 13, 24, 36, and 48 months of child ages. Participating mothers were primarily African American (72%). Results indicated a significant indirect association between PCE and child effortful control at 36 months via higher maternal harshness. Autonomic reactivity moderated the association between maternal harshness and self-regulation such that among children with poor autonomic reactivity, high maternal harshness was associated with lower conscience at 3 years. Child sex and environmental risk did not moderate the association between PCE and self-regulation. Thus, the quality of caregiving experience played a significant role in the development of self-regulation among PCE children, especially those at higher autonomic risk. In particular, PCE children who also exhibit poor autonomic reactivity may be particularly susceptible to environmental influences such as parenting.
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Affiliation(s)
- Rina D Eiden
- Research Institute on Addictions, State University of New York at Buffalo, Buffalo, NY 14203, USA.
| | - Stephanie Godleski
- Research Institute on Addictions, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Pamela Schuetze
- Department of Psychology, Buffalo State College, Buffalo, NY 14222, USA
| | - Craig R Colder
- Department of Psychology, State University of New York at Buffalo, Buffalo, NY 14260, USA
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15
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Richardson GA, Goldschmidt L, Larkby C, Day NL. Effects of prenatal cocaine exposure on adolescent development. Neurotoxicol Teratol 2015; 49:41-8. [PMID: 25778776 DOI: 10.1016/j.ntt.2015.03.002] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Revised: 02/27/2015] [Accepted: 03/08/2015] [Indexed: 02/06/2023]
Abstract
The associations between prenatal cocaine exposure (PCE) and adolescent behavior, cognitive development, and physical growth were examined in 219 15-year-olds who have participated in a longitudinal study since their fourth gestational month. During the first trimester, 42% of the women used cocaine, with use declining across pregnancy. At the 15-year follow-up, the caregivers were, on average, 43 years old, had 13 years of education, and 50% were African American. First trimester PCE was not associated with global cognitive development or with measures of learning and memory. First trimester PCE was significantly related to adolescent-reported delinquent behavior, poorer problem solving and abstract reasoning, and reduced weight, height, and head circumference at 15 years. These results were significant after other factors that affect these domains were controlled in regression analyses. In addition, exposure to violence partially mediated the effect of PCE on delinquent behavior. These adolescent domains are important because they are predictors of poorer adult functioning.
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Affiliation(s)
- Gale A Richardson
- University of Pittsburgh School of Medicine, Western Psychiatric Institute and Clinic, 3811 O'Hara Street, Pittsburgh, PA 15213, United States.
| | - Lidush Goldschmidt
- University of Pittsburgh Medical Center, Western Psychiatric Institute and Clinic, 3811 O'Hara Street, Pittsburgh, PA 15213, United States
| | - Cynthia Larkby
- University of Pittsburgh School of Medicine, Western Psychiatric Institute and Clinic, 3811 O'Hara Street, Pittsburgh, PA 15213, United States
| | - Nancy L Day
- University of Pittsburgh School of Medicine, Western Psychiatric Institute and Clinic, 3811 O'Hara Street, Pittsburgh, PA 15213, United States
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16
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Schweitzer JB, Riggins T, Liang X, Gallen C, Kurup PK, Ross TJ, Black MM, Nair P, Salmeron BJ. Prenatal drug exposure to illicit drugs alters working memory-related brain activity and underlying network properties in adolescence. Neurotoxicol Teratol 2015; 48:69-77. [PMID: 25683798 DOI: 10.1016/j.ntt.2015.02.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 01/12/2015] [Accepted: 02/05/2015] [Indexed: 12/17/2022]
Abstract
The persistence of effects of prenatal drug exposure (PDE) on brain functioning during adolescence is poorly understood. We explored neural activation to a visuospatial working memory (VSWM) versus a control task using functional magnetic resonance imaging (fMRI) in adolescents with PDE and a community comparison group (CC) of non-exposed adolescents. We applied graph theory metrics to resting state data using a network of nodes derived from the VSWM task activation map to further explore connectivity underlying WM functioning. Participants (ages 12-15 years) included 47 adolescents (27 PDE and 20 CC). All analyses controlled for potentially confounding differences in birth characteristics and postnatal environment. Significant group by task differences in brain activation emerged in the left middle frontal gyrus (BA 6) with the CC group, but not the PDE group, activating this region during VSWM. The PDE group deactivated the culmen, whereas the CC group activated it during the VSWM task. The CC group demonstrated a significant relation between reaction time and culmen activation, not present in the PDE group. The network analysis underlying VSWM performance showed that PDE group had lower global efficiency than the CC group and a trend level reduction in local efficiency. The network node corresponding to the BA 6 group by task interaction showed reduced nodal efficiency and fewer direct connections to other nodes in the network. These results suggest that adolescence reveals altered neural functioning related to response planning that may reflect less efficient network functioning in youth with PDE.
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Affiliation(s)
- Julie B Schweitzer
- Department of Psychiatry and Behavioral Sciences, University of California Davis School of Medicine, United States; MIND Institute, University of California Davis School of Medicine, United States.
| | - Tracy Riggins
- Department of Psychology, University of Maryland College Park, United States
| | - Xia Liang
- Neuroimaging Research Branch, National Institute on Drug Abuse, Intramural Research Program, United States
| | - Courtney Gallen
- Neuroimaging Research Branch, National Institute on Drug Abuse, Intramural Research Program, United States
| | - Pradeep K Kurup
- Neuroimaging Research Branch, National Institute on Drug Abuse, Intramural Research Program, United States
| | - Thomas J Ross
- Neuroimaging Research Branch, National Institute on Drug Abuse, Intramural Research Program, United States
| | - Maureen M Black
- Department of Pediatrics, University of Maryland School of Medicine, United States
| | - Prasanna Nair
- Department of Pediatrics, University of Maryland School of Medicine, United States
| | - Betty Jo Salmeron
- Neuroimaging Research Branch, National Institute on Drug Abuse, Intramural Research Program, United States
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17
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Prenatal cocaine exposure and adolescent neural responses to appetitive and stressful stimuli. Neuropsychopharmacology 2014; 39:2824-34. [PMID: 24903650 PMCID: PMC4200493 DOI: 10.1038/npp.2014.133] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Revised: 05/15/2014] [Accepted: 05/21/2014] [Indexed: 12/16/2022]
Abstract
Preclinical research has demonstrated the effects of prenatal cocaine exposure (PCE) on brain regions involved in emotional regulation, motivational control, and addiction vulnerability-eg, the ventral striatum (VS), anterior cingulate (ACC), and prefrontal cortex (PFC). However, little is known about the function of these regions in human adolescents with PCE. Twenty-two adolescents with PCE and 22 age-, gender-, and IQ-matched non-cocaine exposed (NCE) adolescents underwent functional magnetic resonance imaging (fMRI) during exposure to individually personalized neutral/relaxing, stressful, and favorite-food cues. fMRI data were compared using group-level two-tailed t-tests in the BioImage Suite. In comparison with NCE adolescents, PCE adolescents had reduced activity within cortical and subcortical brain regions, including the VS, ACC, and medial and dorslolateral PFC during exposure to favorite-food cues but did not differ in neural responses to stress cues. Subjective food craving was inversely related to dorsolateral PFC activation among PCE adolescents. Among PCE adolescents, subjective anxiety ratings correlated inversely with activations in the orbitofrontal cortex and brainstem during the stress condition and with ACC, dorsolateral PFC, and hippocampus activity during the neutral-relaxing condition. Thus adolescents with PCE display hypoactivation of brain regions involved in appetitive processing, with subjective intensities of craving and anxiety correlating inversely with extent of activation. These findings suggest possible mechanisms by which PCE might predispose to the development of addictions and related disorders, eg, substance-use disorders and binge-eating.
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18
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Grewen K, Burchinal M, Vachet C, Gouttard S, Gilmore JH, Lin W, Johns J, Elam M, Gerig G. Prenatal cocaine effects on brain structure in early infancy. Neuroimage 2014; 101:114-23. [PMID: 24999039 DOI: 10.1016/j.neuroimage.2014.06.070] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Revised: 05/30/2014] [Accepted: 06/26/2014] [Indexed: 01/18/2023] Open
Abstract
Prenatal cocaine exposure (PCE) is related to subtle deficits in cognitive and behavioral function in infancy, childhood and adolescence. Very little is known about the effects of in utero PCE on early brain development that may contribute to these impairments. The purpose of this study was to examine brain structural differences in infants with and without PCE. We conducted MRI scans of newborns (mean age = 5 weeks) to determine cocaine's impact on early brain structural development. Subjects were three groups of infants: 33 with PCE co-morbid with other drugs, 46 drug-free controls and 40 with prenatal exposure to other drugs (nicotine, alcohol, marijuana, opiates, SSRIs) but without cocaine. Infants with PCE exhibited lesser total gray matter (GM) volume and greater total cerebral spinal fluid (CSF) volume compared with controls and infants with non-cocaine drug exposure. Analysis of regional volumes revealed that whole brain GM differences were driven primarily by lesser GM in prefrontal and frontal brain regions in infants with PCE, while more posterior regions (parietal, occipital) did not differ across groups. Greater CSF volumes in PCE infants were present in prefrontal, frontal and parietal but not occipital regions. Greatest differences (GM reduction, CSF enlargement) in PCE infants were observed in dorsal prefrontal cortex. Results suggest that PCE is associated with structural deficits in neonatal cortical gray matter, specifically in prefrontal and frontal regions involved in executive function and inhibitory control. Longitudinal study is required to determine whether these early differences persist and contribute to deficits in cognitive functions and enhanced risk for drug abuse seen at school age and in later life.
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Affiliation(s)
- Karen Grewen
- University of North Carolina, Department of Psychiatry, Chapel Hill, NC 27599, USA.
| | - Margaret Burchinal
- University of North Carolina, Frank Porter Graham Child Development Institute, Chapel Hill, NC 27599, USA
| | - Clement Vachet
- University of Utah, Scientific Computing and Imaging Institute, Salt Lake City, UT 84112, USA
| | - Sylvain Gouttard
- University of Utah, Scientific Computing and Imaging Institute, Salt Lake City, UT 84112, USA
| | - John H Gilmore
- University of North Carolina, Department of Psychiatry, Chapel Hill, NC 27599, USA
| | - Weili Lin
- University of North Carolina, Biomedical Research Imaging Center, Chapel Hill, NC 27599, USA
| | - Josephine Johns
- University of North Carolina, Department of Psychiatry, Chapel Hill, NC 27599, USA
| | - Mala Elam
- University of North Carolina, Department of Psychiatry, Chapel Hill, NC 27599, USA
| | - Guido Gerig
- University of Utah, Scientific Computing and Imaging Institute, Salt Lake City, UT 84112, USA
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19
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Beeghly M, Rose-Jacobs R, Martin BM, Cabral HJ, Heeren TC, Frank DA. Level of intrauterine cocaine exposure and neuropsychological test scores in preadolescence: subtle effects on auditory attention and narrative memory. Neurotoxicol Teratol 2014; 45:1-17. [PMID: 24978115 DOI: 10.1016/j.ntt.2014.06.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 06/13/2014] [Accepted: 06/18/2014] [Indexed: 12/12/2022]
Abstract
Neuropsychological processes such as attention and memory contribute to children's higher-level cognitive and language functioning and predict academic achievement. The goal of this analysis was to evaluate whether level of intrauterine cocaine exposure (IUCE) alters multiple aspects of preadolescents' neuropsychological functioning assessed using a single age-referenced instrument, the NEPSY: A Developmental Neuropsychological Assessment (NEPSY) (Korkman et al., 1998), after controlling for relevant covariates. Participants included 137 term 9.5-year-old children from low-income urban backgrounds (51% male, 90% African American/Caribbean) from an ongoing prospective longitudinal study. Level of IUCE was assessed in the newborn period using infant meconium and maternal report. 52% of the children had IUCE (65% with lighter IUCE, and 35% with heavier IUCE), and 48% were unexposed. Infants with Fetal Alcohol Syndrome, HIV seropositivity, or intrauterine exposure to illicit substances other than cocaine and marijuana were excluded. At the 9.5-year follow-up visit, trained examiners masked to IUCE and background variables evaluated children's neuropsychological functioning using the NEPSY. The association between level of IUCE and NEPSY outcomes was evaluated in a series of linear regressions controlling for intrauterine exposure to other substances and relevant child, caregiver, and demographic variables. Results indicated that level of IUCE was associated with lower scores on the Auditory Attention and Narrative Memory tasks, both of which require auditory information processing and sustained attention for successful performance. However, results did not follow the expected ordinal, dose-dependent pattern. Children's neuropsychological test scores were also altered by a variety of other biological and psychosocial factors.
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Affiliation(s)
- Marjorie Beeghly
- Department of Psychology, Wayne State University, Detroit, MI, USA; Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
| | - Ruth Rose-Jacobs
- Department of Pediatrics, Boston University School of Medicine & Boston Medical Center, Boston, MA, USA.
| | - Brett M Martin
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
| | - Howard J Cabral
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
| | - Timothy C Heeren
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
| | - Deborah A Frank
- Department of Pediatrics, Boston University School of Medicine & Boston Medical Center, Boston, MA, USA.
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20
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Prenatal cocaine exposure: the role of cumulative environmental risk and maternal harshness in the development of child internalizing behavior problems in kindergarten. Neurotoxicol Teratol 2014; 44:1-10. [PMID: 24803425 DOI: 10.1016/j.ntt.2014.04.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Revised: 04/21/2014] [Accepted: 04/23/2014] [Indexed: 12/16/2022]
Abstract
This study examined the associations between prenatal exposure to cocaine and other substances and child internalizing behavior problems at kindergarten. We investigated whether maternal harshness or cumulative environmental risk mediated or moderated this association. Participants consisted of 216 (116 cocaine exposed, 100 non-cocaine exposed) mother-infant dyads participating in an ongoing longitudinal study of prenatal cocaine exposure. Results indicated that, as hypothesized, maternal harshness moderated the association between prenatal cocaine exposure to child internalizing in kindergarten such that prenatal cocaine exposure increased risk for internalizing problems at high levels of maternal harshness from 7 to 36months and decreased risk at low levels of harshness. Contrary to hypothesis, the association between prenatal cocaine exposure and child internalizing in kindergarten was not mediated by maternal harshness or cumulative environmental risk. However, cumulative environmental risk (from 1month of child age to kindergarten) was predictive of child internalizing behavior problems at kindergarten. Results have implications for parenting interventions that may be targeted toward reducing maternal harshness in high risk samples characterized by maternal substance use in pregnancy.
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21
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Li K, Zhu D, Guo L, Li Z, Lynch ME, Coles C, Hu X, Liu T. Connectomics signatures of prenatal cocaine exposure affected adolescent brains. Hum Brain Mapp 2013; 34:2494-510. [PMID: 22461404 PMCID: PMC3954601 DOI: 10.1002/hbm.22082] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 02/11/2012] [Accepted: 02/15/2012] [Indexed: 11/09/2022] Open
Abstract
Recent in vivo neuroimaging studies revealed that several brain networks are altered in prenatal cocaine exposure (PCE) affected adolescent brains. However, due to a lack of dense and corresponding cortical landmarks across individuals, the systematical alterations of functional connectivities in large-scale brain networks and the alteration of structural brain architecture in PCE affected brain are largely unknown. In this article, we adopted a newly developed data-driven strategy to build a large set of cortical landmarks that are consistent and corresponding across PCE adolescents and their matched controls. Based on these landmarks, we constructed large-scale functional connectomes and applied the well-established approaches of deriving genomics signatures in genome-wide gene expression studies to discover functional connectomics signatures for the characterization of PCE adolescent brains. Results derived from experimental data demonstrated that 10 structurally disrupted landmarks were identified in PCE, and more importantly, the discovered informative functional connectomics signatures among consistent landmarks distinctively differentiate PCE brains from their matched controls.
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Affiliation(s)
- Kaiming Li
- Department of Automatic ControlSchool of AutomationNorthwestern Polytechnic UniversityXi'anChina
- Department of Computer Science and Bioimaging Research CenterThe University of GeorgiaAthensGeorgia
| | - Dajiang Zhu
- Department of Automatic ControlSchool of AutomationNorthwestern Polytechnic UniversityXi'anChina
- Department of Computer Science and Bioimaging Research CenterThe University of GeorgiaAthensGeorgia
| | - Lei Guo
- Department of Automatic ControlSchool of AutomationNorthwestern Polytechnic UniversityXi'anChina
| | - Zhihao Li
- Department of Biomedical EngineeringEmory UniversityAtlantaGeorgia
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral SciencesEmory UniversityAtlantaGeorgia
| | - Claire Coles
- Department of Psychiatry and Behavioral SciencesEmory UniversityAtlantaGeorgia
| | - Xiaoping Hu
- Department of Biomedical EngineeringEmory UniversityAtlantaGeorgia
| | - Tianming Liu
- Department of Computer Science and Bioimaging Research CenterThe University of GeorgiaAthensGeorgia
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Li Z, Santhanam P, Coles CD, Lynch ME, Hamann S, Peltier S, Hu X. Prenatal cocaine exposure alters functional activation in the ventral prefrontal cortex and its structural connectivity with the amygdala. Psychiatry Res 2013; 213:47-55. [PMID: 23693086 PMCID: PMC3672335 DOI: 10.1016/j.pscychresns.2012.12.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2011] [Revised: 12/12/2012] [Accepted: 12/20/2012] [Indexed: 12/20/2022]
Abstract
Prenatal cocaine exposure (PCE) is associated with arousal dysregulation, and alterations of amygdala activity in response to emotional arousal have previously been reported. However, voluntary regulation of emotional affect, enabling appropriate neural response to different streams of stimuli, must also engage prefrontal regions, yet the impact of PCE on these prefrontal mechanisms has not been investigated. Recent neuroimaging studies have shown the involvement of ventral prefrontal cortex (vPFC) in the modulation of amygdala reactivity and the mediation of effective emotional regulation. Based on these findings, using functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI), the present study compared functional activations of the vPFC as well as its structural connectivity with the amygdala between groups of PCE and control adolescents. In a working memory task with emotional distracters, the PCE adolescents exhibited less capability of increasing their vPFC activation in response to increased memory load, which corresponded with their less suppressed amygdala activation. Reduced structural connectivity between the vPFC and the amygdala was also observed from DTI measurement in the PCE group. In addition, correlations between amygdala activation and (i) vPFC activation, as well as (ii) amygdala-vPFC structural connectivity, were observed in the control but not in the PCE group. These data complement previous findings of the impact of PCE on the activity of the amygdala and extend our understanding of the neurobiological mechanisms underlying the effect of PCE on arousal dysregulation reported in human and animal studies.
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Affiliation(s)
- Zhihao Li
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, Georgia U.S.A
| | - Priya Santhanam
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, Georgia U.S.A
| | - Claire D. Coles
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, Georgia U.S.A
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, Georgia U.S.A
| | - Stephan Hamann
- Department of Psychology, Emory University, Atlanta 30322, Georgia U.S.A
| | - Scott Peltier
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, Georgia U.S.A
| | - Xiaoping Hu
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University & Georgia Institute of Technology, Atlanta 30322, Georgia U.S.A.,Correspondence: Xiaoping Hu, PhD., Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Woodruff Memorial Building, 101 Woodruff Circle, Suite 2001, Atlanta Georgia 30322, Tel: (404)-712-2615, Fax: (404)-712-2707,
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23
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Buckingham-Howes S, Berger SS, Scaletti LA, Black MM. Systematic review of prenatal cocaine exposure and adolescent development. Pediatrics 2013; 131:e1917-36. [PMID: 23713107 PMCID: PMC3666107 DOI: 10.1542/peds.2012-0945] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Previous research found that prenatal cocaine exposure (PCE) may increase children's vulnerability to behavior and cognition problems. Maturational changes in brain and social development make adolescence an ideal time to reexamine associations. The objective was to conduct a systematic review of published studies examining associations between PCE and adolescent development (behavior, cognition/school outcomes, physiologic responses, and brain morphology/functioning). METHODS Articles were obtained from PubMed, PsycInfo, Web of Science, and CINAHL databases through July 2012 with search terms: prenatal drug, substance, or cocaine exposure; adolescence/adolescent; and in utero substance/drug exposure. Criteria for inclusion were nonexposed comparison group, human adolescents aged 11 to 19, peer-reviewed, English-language, and adolescent outcomes. RESULTS Twenty-seven studies representing 9 cohorts met the criteria. Four outcome categories were identified: behavior, cognition/school performance, brain structure/function, and physiologic responses. Eleven examined behavior; 7 found small but significant differences favoring nonexposed adolescents, with small effect sizes. Eight examined cognition/school performance; 6 reported significantly lower scores on language and memory tasks among adolescents with PCE, with varying effect sizes varied. Eight examined brain structure/function and reported morphologic differences with few functional differences. Three examined physiologic responses with discordant findings. Most studies controlled for other prenatal exposures, caregiving environment, and violence exposure; few examined mechanisms. CONCLUSIONS Consistent with findings among younger children, PCE increases the risk for small but significantly less favorable adolescent functioning. Although the clinical importance of differences is often unknown, the caregiving environment and violence exposure pose additional threats. Future research should investigate mechanisms linking PCE with adolescent functioning.
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Affiliation(s)
- Stacy Buckingham-Howes
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
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24
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Roussotte F, Soderberg L, Warner T, Narr K, Lebel C, Behnke M, Davis-Eyler F, Sowell E. Adolescents with prenatal cocaine exposure show subtle alterations in striatal surface morphology and frontal cortical volumes. J Neurodev Disord 2012; 4:22. [PMID: 22958316 PMCID: PMC3488340 DOI: 10.1186/1866-1955-4-22] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Accepted: 07/19/2012] [Indexed: 11/10/2022] Open
Abstract
Background Published structural neuroimaging studies of prenatal cocaine exposure (PCE) in humans have yielded somewhat inconsistent results, with several studies reporting no significant differences in brain structure between exposed subjects and controls. Here, we sought to clarify some of these discrepancies by applying methodologies that allow for the detection of subtle alterations in brain structure. Methods We applied surface-based anatomical modeling methods to magnetic resonance imaging (MRI) data to examine regional changes in the shape and volume of the caudate and putamen in adolescents with prenatal cocaine exposure (n = 40, including 28 exposed participants and 12 unexposed controls, age range 14 to 16 years). We also sought to determine whether changes in regional brain volumes in frontal and subcortical regions occurred in adolescents with PCE compared to control participants. Results The overall volumes of the caudate and putamen did not significantly differ between PCE participants and controls. However, we found significant (P <0.05, uncorrected) effects of levels of prenatal exposure to cocaine on regional patterns of striatal morphology. Higher levels of prenatal cocaine exposure were associated with expansion of certain striatal subregions and with contraction in others. Volumetric analyses revealed no significant changes in the volume of any subcortical region of interest, but there were subtle group differences in the volumes of some frontal cortical regions, in particular reduced volumes of caudal middle frontal cortices and left lateral orbitofrontal cortex in exposed participants compared to controls. Conclusions Prenatal cocaine exposure may lead to subtle and regionally specific patterns of regional dysmorphology in the striatum and volumetric changes in the frontal lobes. The localized and bidirectional nature of effects may explain in part the contradictions in the existing literature.
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Affiliation(s)
- Florence Roussotte
- Department of Neurology, University of California, Los Angeles, CA, USA.
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25
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Riggins T, Cacic K, Buckingham-Howes S, Scaletti LA, Salmeron BJ, Black MM. Memory ability and hippocampal volume in adolescents with prenatal drug exposure. Neurotoxicol Teratol 2012; 34:434-41. [PMID: 22652523 PMCID: PMC3405159 DOI: 10.1016/j.ntt.2012.05.054] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Revised: 05/15/2012] [Accepted: 05/21/2012] [Indexed: 11/21/2022]
Abstract
The objective of the present study was to examine the influence of prenatal drug exposure (PDE) on memory performance and supporting brain structures (i.e., hippocampus) during adolescence. To achieve this goal, declarative memory ability and hippocampal volume were examined in a well-characterized sample of 138 adolescents (76 with a history of PDE and 62 from a non-exposed comparison group recruited from the same community, mean age=14 years). Analyses were adjusted for: age at time of the assessments, gender, IQ, prenatal exposure to alcohol and tobacco, and indices of early childhood environment (i.e., caregiver depression, potential for child abuse, and number of caregiver changes through 7 years of age). Results revealed that adolescents with a history of PDE performed worse on the California Verbal Learning Test-Child Version (CVLT-C), and story recall from the Children's Memory Scale (CMS), and had larger hippocampal volumes, even after covariate adjustment. Hippocampal volume was negatively correlated with memory performance on the CVLT-C, with lower memory scores associated with larger volumes. These findings provide support for long-term effects of PDE on memory function and point to neural mechanisms that may underlie these outcomes.
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26
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Liu J, Lester BM. Reconceptualizing in a dual-system model the effects of prenatal cocaine exposure on adolescent development: a short review. Int J Dev Neurosci 2011; 29:803-9. [PMID: 21946244 DOI: 10.1016/j.ijdevneu.2011.09.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Revised: 09/13/2011] [Accepted: 09/14/2011] [Indexed: 10/17/2022] Open
Abstract
The mechanisms of long-term effects of prenatal cocaine exposure (PCE) and consequent elevated impulsivity during adolescence are poorly understood. In this review, the development-programmed neural maturation is summarized to highlight adolescence as another critical period of brain development. We further synthesize maladaptation of the dopamine (DA) system, hypothalamic-pituitary-adrenal-axis (HPA-axis) and pathological interactions between these two systems originating from previous fetal programming into a dual-system model to explain insufficient behavioral inhibition in affected adolescents.
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Affiliation(s)
- Jie Liu
- Brown Center for the Study of Children at Risk, The Warren Alpert Medical School of Brown University and Women & Infants Hospital of Rhode Island, Providence, RI 02905, USA
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27
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Williams SK, Lauder JM, Johns JM. Prenatal Cocaine Disrupts Serotonin Signaling-Dependent Behaviors: Implications for Sex Differences, Early Stress and Prenatal SSRI Exposure. Curr Neuropharmacol 2011; 9:478-511. [PMID: 22379462 PMCID: PMC3151602 DOI: 10.2174/157015911796557957] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2010] [Revised: 12/31/2010] [Accepted: 01/07/2011] [Indexed: 02/06/2023] Open
Abstract
Prenatal cocaine (PC) exposure negatively impacts the developing nervous system, including numerous changes in serotonergic signaling. Cocaine, a competitive antagonist of the serotonin transporter, similar to selective serotonin reuptake inhibitors (SSRIs), also blocks dopamine and norepinephrine transporters, leaving the direct mechanism through which cocaine disrupts the developing serotonin system unclear. In order to understand the role of the serotonin transporter in cocaine's effect on the serotonergic system, we compare reports concerning PC and prenatal antidepressant exposure and conclude that PC exposure affects many facets of serotonergic signaling (serotonin levels, receptors, transporters) and that these effects differ significantly from what is observed following prenatal SSRI exposure. Alterations in serotonergic signaling are dependent on timing of exposure, test regimens, and sex. Following PC exposure, behavioral disturbances are observed in attention, emotional behavior and stress response, aggression, social behavior, communication, and like changes in serotonergic signaling, these effects depend on sex, age and developmental exposure. Vulnerability to the effects of PC exposure can be mediated by several factors, including allelic variance in serotonergic signaling genes, being male (although fewer studies have investigated female offspring), and experiencing the adverse early environments that are commonly coincident with maternal drug use. Early environmental stress results in disruptions in serotonergic signaling analogous to those observed with PC exposure and these may interact to produce greater behavioral effects observed in children of drug-abusing mothers. We conclude that based on past evidence, future studies should put a greater emphasis on including females and monitoring environmental factors when studying the impact of PC exposure.
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Affiliation(s)
- Sarah K Williams
- Curriculum in Neurobiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jean M Lauder
- Curriculum in Neurobiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Cell and Developmental Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Josephine M Johns
- Curriculum in Neurobiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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28
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Neonatal methylphenidate does not impair adult spatial learning in the Morris water maze in rats. Neurosci Lett 2011; 502:152-6. [PMID: 21798318 DOI: 10.1016/j.neulet.2011.07.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2011] [Revised: 06/15/2011] [Accepted: 07/11/2011] [Indexed: 11/22/2022]
Abstract
Methylphenidate (MPD) is the most prescribed drug for attention deficit hyperactivity disorder. Licit and illicit use also occurs during pregnancy, however the effects from this use on offspring development are unknown. To model late gestational exposure, Sprague-Dawley litters were treated with 0, 5, 10, 20, or 30mg/kg×4/day every 2h with MPD on postnatal days 11-20 (within-litter design; days chosen to be comparable to human third trimester brain development). During treatment, body weights were decreased in MPD-treated groups; weight recovery occurred in all but the MPD-30 group by start of testing. MPD-treated rats showed no changes in anxiety (elevated zero maze), swimming ability (straight channel swimming), or spatial learning/reference memory (Morris water maze). MPD does not appear to pose a risk to these CNS functions after exposure during a stage of rat development analogous to third trimester human brain development.
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29
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Li Z, Santhanam P, Coles CD, Lynch ME, Hamann S, Peltier S, Hu X. Increased "default mode" activity in adolescents prenatally exposed to cocaine. Hum Brain Mapp 2011; 32:759-70. [PMID: 20690141 PMCID: PMC6869875 DOI: 10.1002/hbm.21059] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2009] [Revised: 03/04/2010] [Accepted: 03/07/2010] [Indexed: 11/11/2022] Open
Abstract
Prenatal cocaine exposure (PCE) is associated with attention/arousal dysregulation and possible inefficiencies in some cognitive functions. However, the neurobiological bases of these teratogenic effects have not been well characterized. Because activities in the default mode network (DMN) reflect intrinsic brain functions that are closely associated with arousal regulation and cognition, alterations in the DMN could underlie cognitive effects related to PCE. With resting-state and task activation functional magnetic resonance imaging (fMRI), this study investigated the possible PCE related changes in functional brain connectivity and brain activation in the DMN. In the resting state, the PCE group was found to have stronger functional connectivity in the DMN, as compared to the nonexposed controls. During a working memory task with emotional distracters, the PCE group exhibited less deactivation in the DMN and their fMRI signal was more increased by emotional arousal. These data revealed additional neural effects related to PCE, and consistent with previous findings, indicate that PCE may affect behavior and functioning by increasing baseline arousal and altering the excitatory/inhibitory balancing mechanisms involved in cognitive resource allocation.
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Affiliation(s)
- Zhihao Li
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta 30322, Georgia
| | - Priya Santhanam
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta 30322, Georgia
| | - Claire D. Coles
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, Georgia
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta 30322, Georgia
| | - Stephan Hamann
- Department of Psychology, Emory University, Atlanta 30322, Georgia
| | - Scott Peltier
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta 30322, Georgia
| | - Xiaoping Hu
- Biomedical Imaging Technology Center, Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta 30322, Georgia
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30
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Deshpande G, Li Z, Santhanam P, Coles CD, Lynch ME, Hamann S, Hu X. Recursive cluster elimination based support vector machine for disease state prediction using resting state functional and effective brain connectivity. PLoS One 2010; 5:e14277. [PMID: 21151556 PMCID: PMC3000328 DOI: 10.1371/journal.pone.0014277] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2010] [Accepted: 11/17/2010] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Brain state classification has been accomplished using features such as voxel intensities, derived from functional magnetic resonance imaging (fMRI) data, as inputs to efficient classifiers such as support vector machines (SVM) and is based on the spatial localization model of brain function. With the advent of the connectionist model of brain function, features from brain networks may provide increased discriminatory power for brain state classification. METHODOLOGY/PRINCIPAL FINDINGS In this study, we introduce a novel framework where in both functional connectivity (FC) based on instantaneous temporal correlation and effective connectivity (EC) based on causal influence in brain networks are used as features in an SVM classifier. In order to derive those features, we adopt a novel approach recently introduced by us called correlation-purged Granger causality (CPGC) in order to obtain both FC and EC from fMRI data simultaneously without the instantaneous correlation contaminating Granger causality. In addition, statistical learning is accelerated and performance accuracy is enhanced by combining recursive cluster elimination (RCE) algorithm with the SVM classifier. We demonstrate the efficacy of the CPGC-based RCE-SVM approach using a specific instance of brain state classification exemplified by disease state prediction. Accordingly, we show that this approach is capable of predicting with 90.3% accuracy whether any given human subject was prenatally exposed to cocaine or not, even when no significant behavioral differences were found between exposed and healthy subjects. CONCLUSIONS/SIGNIFICANCE The framework adopted in this work is quite general in nature with prenatal cocaine exposure being only an illustrative example of the power of this approach. In any brain state classification approach using neuroimaging data, including the directional connectivity information may prove to be a performance enhancer. When brain state classification is used for disease state prediction, our approach may aid the clinicians in performing more accurate diagnosis of diseases in situations where in non-neuroimaging biomarkers may be unable to perform differential diagnosis with certainty.
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Affiliation(s)
- Gopikrishna Deshpande
- Department of Electrical and Computer Engineering, Auburn University MRI Research Center, Auburn University, Auburn, Alabama, United States of America
| | - Zhihao Li
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, United States of America
| | - Priya Santhanam
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, United States of America
| | - Claire D. Coles
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Mary Ellen Lynch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Stephan Hamann
- Department of Psychology, Emory University, Atlanta, Georgia, United States of America
| | - Xiaoping Hu
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, United States of America
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31
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Delaney-Black V, Chiodo LM, Hannigan JH, Greenwald MK, Janisse J, Patterson G, Huestis MA, Partridge RT, Ager J, Sokol RJ. Prenatal and postnatal cocaine exposure predict teen cocaine use. Neurotoxicol Teratol 2010; 33:110-9. [PMID: 20609384 DOI: 10.1016/j.ntt.2010.06.011] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2009] [Revised: 06/23/2010] [Accepted: 06/28/2010] [Indexed: 10/19/2022]
Abstract
Preclinical studies have identified alterations in cocaine and alcohol self-administration and behavioral responses to pharmacological challenges in adolescent offspring following prenatal exposure. To date, no published human studies have evaluated the relation between prenatal cocaine exposure and postnatal adolescent cocaine use. Human studies of prenatal cocaine-exposed children have also noted an increase in behaviors previously associated with substance use/abuse in teens and young adults, specifically childhood and teen externalizing behaviors, impulsivity, and attention problems. Despite these findings, human research has not addressed prior prenatal exposure as a potential predictor of teen drug use behavior. The purpose of this study was to evaluate the relations between prenatal cocaine exposure and teen cocaine use in a prospective longitudinal cohort (n=316) that permitted extensive control for child, parent and community risk factors. Logistic regression analyses and Structural Equation Modeling revealed that both prenatal exposure and postnatal parent/caregiver cocaine use were uniquely related to teen use of cocaine at age 14 years. Teen cocaine use was also directly predicted by teen community violence exposure and caregiver negativity, and was indirectly related to teen community drug exposure. These data provide further evidence of the importance of prenatal exposure, family and community factors in the intergenerational transmission of teen/young adult substance abuse/use.
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Affiliation(s)
- Virginia Delaney-Black
- The Carman and Ann Adams Department of Pediatrics, Wayne State University, Detroit, Michigan 48201, USA.
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32
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Dubovický M. Neurobehavioral manifestations of developmental impairment of the brain. Interdiscip Toxicol 2010; 3:59-67. [PMID: 21217874 PMCID: PMC2984125 DOI: 10.2478/v10102-010-0012-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2010] [Revised: 05/20/2010] [Accepted: 06/03/2010] [Indexed: 01/04/2023] Open
Abstract
Individual characteristics of human nature (e.g. introversion, extroversion, mood, activity, adaptability, aggressiveness, social ability, anxiety) do not need to be primarily innate. They can be determined by the action of various influences and their interactions on functional development of the brain. There is ample epidemiological and experimental evidence that chemical and/or physical factors acting during sensitive time windows of the brain development can cause mental, behavioral, emotional and/or cognitive disorders. Environmental pollutants, addictive substances, drugs, malnutrition, excessive stress and/or hypoxia-ischemia were reported to induce functional maldevelopment of the brain with consequent neurobehavioral disorders. The article provides review on most significant neurobehavioral manifestations of developmental impairment of the brain during prenatal, perinatal and early postnatal period. The most known adverse factors causing developmental neurobehavioral dysfunctions in humans as well as in experimental animals are discussed.
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Affiliation(s)
- Michal Dubovický
- Institute of Experimental Pharmacology & Toxicology, Slovak Academy of Sciences, SK-84104, Bratislava, Slovakia
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