RESUMO
Borderline personality disorder (BPD) is often a complicating comorbid factor in alcohol use disorders and substance use disorders. Previous work showed that abstinent alcoholics endorsed lifetime and current symptoms of most of the BPD criteria at much higher rates than controls, with much higher symptom counts for short-term abstinent alcoholic (STAA) women than men, which is consistent with such symptoms negatively affecting female alcoholics' ability to maintain abstinence. Because prior work has also shown that treatment-naïve alcoholics (TNA) are not the same as treated alcoholics observed earlier in their alcohol dependence, but rather are a different population with potentially lower psychiatric comorbidity, in this study we compared BPD symptom criteria between TNA samples of comparable age to the control and STAA samples, including both men and women and individuals dependent on alcohol only or with lifetime dependence on both alcohol and drugs. BPD symptoms were obtained using the SCID-II, and endorsed symptoms were classified as current or lifetime. Logistic regression analyses were used to test for effects of group, sex, presence of a lifetime drug dependence diagnosis, and their interactions for lifetime and current symptom endorsement for each BPD criteria. Groups were compared pairwise (TNA vs. NSAC, and STAA vs. TNA). The effect of a lifetime drug dependence diagnosis was not significant for any BPD symptom variable, consistent with the alcohol groups' BPD symptoms being unaffected by the presence of a comorbid drug dependence. The primary result presented here is that TNA women have borderline symptomatology more similar to that of treated STAA than to NSAC, while TNA men have borderline symptomatology more similar to NSAC than to STAA. A visual examination of co-occurring BPD symptoms showed that while more BPD symptoms are likely to be present in TNA and STAA vs. NSAC, there is no grouping of criteria (i.e., symptom cluster) that is characteristic of TNA or STAA.
Assuntos
Alcoólicos/psicologia , Alcoolismo/complicações , Alcoolismo/psicologia , Transtorno da Personalidade Borderline/complicações , Transtorno da Personalidade Borderline/psicologia , Adulto , Alcoolismo/epidemiologia , Transtorno da Personalidade Borderline/epidemiologia , Análise por Conglomerados , Família , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores Sexuais , Fumar , Fatores SocioeconômicosRESUMO
Recent work suggests that faulty co-activation or synchrony of multiple brain regions comprising "networks," or an imbalance between opposing brain networks, is important in alcoholism. Previous studies showed higher fMRI resting state synchrony (RSS) within the executive control (inhibitory control and emotion regulation) networks and lower RSS within the appetitive drive network in long-term (multi-year) abstinent alcoholics (LTAA) vs. non substance abusing controls (NSAC). Our goal was to identify EEG networks that are correlated with the appetitive drive and executive function networks identified with fMRI in our previous alcohol studies. We used parallel ICA for multimodal data fusion for the 20 LTAA and 21 NSAC that had both usable fMRI and 64-channel EEG data. Our major result was that parallel ICA identified a pair of components that significantly separated NSAC from LTAA and were correlated with each other. Examination of the resting-state fMRI seed-correlation map component showed higher bilateral nucleus accumbens seed-correlation in the dorsolateral prefrontal cortex bilaterally and lower seed-correlation in the thalamus. This single component thus encompassed both the executive control and appetitive drive networks, consistent with our previous work. The correlated EEG coherence component showed mostly higher theta and alpha coherence in LTAA compared to NSAC, and lower gamma coherence in LTAA compared to NSAC. The EEG theta and alpha coherence results suggest enhanced top-down control in LTAA and the gamma coherence results suggest impaired appetitive drive in LTAA. Our results support the notion that fMRI RSS is reflected in spontaneous EEG, even when the EEG and fMRI are not obtained simultaneously.
Assuntos
Abstinência de Álcool , Alcoolismo/fisiopatologia , Encéfalo/fisiopatologia , Sincronização Cortical , Eletroencefalografia , Imageamento por Ressonância Magnética , Adulto , Alcoólicos , Mapeamento Encefálico , Ondas Encefálicas , Função Executiva , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Vias Neurais/fisiopatologiaRESUMO
BACKGROUND AND AIMS: In two studies of long-term abstinent alcoholics (LTAAs), we found that about 17% had a current major depressive disorder (MDD). We tested the hypothesis that LTAAs with a current MDD diagnosis do not exhibit the reduced P3b event-related potential amplitude endophenotype for alcoholism. This is consistent with the majority of LTAAs with a current MDD having developed alcohol dependence via self-medication of their MDD rather than their alcohol dependence arising from the alcoholism endophenotype. We revisited the P3b data from the two LTAAs studies, comparing LTAAs with a current MDD vs. LTAAs without a current MDD to each other and to non-substance abusing controls (NSACs). In northern California, 48 LTAAs and 48 non-substance abusing controls were studied, while in Honolulu, 105 LTAAs and 77 NSACs were studied. A total of 26 LTAAs had a current MDD (10 in California and 16 in Honolulu). The difference in P3b amplitude and latency (measured in targets-standards) in a 3-condition visual oddball paradigm was compared to MDD diagnoses gathered using the computerized Diagnostic Interview Schedule. Across both study sites, LTAAs without a current MDD (either with no lifetime MDD or a lifetime, but not current MDD) had lower P3b amplitudes than NSACs. In contrast, P3b amplitudes in LTAAs with a current MDD did not differ from controls. We conclude that alcohol dependence in LTAAs with a current MDD did not derive from the alcoholism endophenotype. This group may not exhibit the externalizing diathesis characterized by impulsive, disinhibited behavior and may have developed alcohol dependence via excessive drinking in an attempt to self-medicate their MDD. These results have major implications for targeted treatments of alcoholism and comorbid MDD.
Assuntos
Abstinência de Álcool/psicologia , Alcoólicos/psicologia , Transtorno Depressivo Maior/fisiopatologia , Transtorno Depressivo Maior/psicologia , Potenciais Evocados P300/fisiologia , Adulto , Transtorno Depressivo Maior/diagnóstico , Eletroencefalografia/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estimulação Luminosa/métodosRESUMO
Alcoholism is characterized by a lack of control over an impulsive and compulsive drive toward excessive alcohol consumption despite significant negative consequences; our previous work demonstrated that successful abstinence is characterized by decreased resting-state synchrony (RSS) as measured with functional magnetic resonance imaging (fMRI), within appetitive drive networks and increased RSS in emotion regulation and inhibitory executive control networks. Our hypothesis is that LTAA (Long-Term Abstinent Alcoholics) with a current major depressive disorder (MDD) drank primarily to deal with the negative affect associated with their MDD and not because of a heightened externalizing diathesis (including heightened appetitive drive), and consequently, in achieving and maintaining abstinence, such individuals would not exhibit the RSS adaptations characteristic of pure alcoholics. We studied 69 NSAC (Non Substance Abusing Controls) and 40 LTAA (8 with current MDD, 32 without a current MDD) using resting-state fMRI and seed based connectivity analyses. In the inhibitory executive control network (nucleus accumbens vs. left dorsolateral prefrontal cortex), LTAA with a current MDD showed increased synchrony compared to NSAC. In the emotion regulation executive control network (subgenual anterior cingulate cortex vs. right dorsolateral prefrontal cortex), LTAA with current MDD did not show increased RSS. In the appetitive drive networks (nucleus accumbens vs, aspects of the caudate nucleus and thalamus), LTAA with a current MDD did not show a reduction of RSS compared to NSAC, but LTAA without a current MDD did. These results suggest different pathways to their alcohol dependence in LTAA with vs. without a current MDD, and different patterns of brain activity in long-term abstinence, suggesting different treatment needs.
Assuntos
Abstinência de Álcool , Alcoolismo/diagnóstico por imagem , Transtorno Depressivo Maior/diagnóstico por imagem , Imageamento por Ressonância Magnética , Rede Nervosa/diagnóstico por imagem , Descanso , Adulto , Alcoolismo/epidemiologia , Alcoolismo/fisiopatologia , Estudos Transversais , Transtorno Depressivo Maior/epidemiologia , Transtorno Depressivo Maior/fisiopatologia , Diagnóstico Duplo (Psiquiatria) , Feminino , Havaí/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Rede Nervosa/fisiopatologia , Descanso/fisiologia , Fatores de TempoRESUMO
OBJECTIVE: Brain structure differences and adolescent alcohol dependence both show substantial heritability. However, exactly which genes are responsible for brain volume variation in adolescents with substance abuse disorders are currently unknown. The aim of this investigation was to determine whether genetic variants previously implicated in psychiatric disorders are associated with variation in brain volume in adolescents with alcohol use disorder (AUD). METHODS: The cohort consisted of 58 adolescents with DSM-IV AUD and 58 age and gender-matched controls of mixed ancestry ethnicity. An Illumina Infinium iSelect custom 6000 bead chip was used to genotype 5348 single nucleotide polymorphisms (SNPs) in 378 candidate genes. Magnetic resonance images were acquired and volumes of global and regional structures were estimated using voxel-based morphometry. To determine whether any of the genetic variants were associated with brain volume, association analysis was conducted using linear regression in Plink. RESULTS: From the exploratory analysis, the GRIN2B SNP rs219927 was associated with brain volume in the left posterior cingulate cortex (p<0.05), whereby having a G-allele was associated with a bigger volume. CONCLUSION: The GRIN2B gene is involved in glutamatergic signalling and may be associated with developmental differences in AUD in brain regions such as the posterior cingulate cortex. Such differences may play a role in risk for AUD, and deserve more detailed investigation.
Assuntos
Alcoolismo/genética , Giro do Cíngulo/diagnóstico por imagem , Receptores de N-Metil-D-Aspartato/genética , Adolescente , Feminino , Humanos , Masculino , Polimorfismo de Nucleotídeo ÚnicoRESUMO
Alcoholism has an estimated heritability of between 40 and 60% and it is thought that several genes of small effect may contribute to the risk of developing this disorder. Studies of the genetics of alcohol use disorder (AUD) may, however, be confounded by issues of comorbidity. The aim of this investigation was to assess associations between variants in a range of candidate genes and AUD in a unique sample of adolescents without comorbidity. Our cohort consisted of 80 adolescents with an AUD diagnosis and 80 matched controls of mixed ancestry ethnicity. An Illumina Infinium iSelect custom 6000 bead chip was used to genotype 5348 SNPs in 378 candidate genes. Association analysis, gene-based analysis and polygenic scoring were performed. There was no statistical association between any of the investigated SNPs and AUD after correction for multiple testing. However, from the gene-based analysis it was found that the circadian rhythm genes NR1D1 and BHLHE41 are associated with AUD. While preliminary, these data provide some evidence that the circadian pathway may be relevant to the pathophysiology of AUD. Study of early onset non-comorbid populations with AUD may be useful in identifying target genes for study in larger more representative samples.
Assuntos
Alcoolismo/fisiopatologia , Alcoolismo/psicologia , Ritmo Circadiano/genética , Adolescente , Alcoolismo/genética , População Negra , Estudos de Coortes , Comorbidade , Feminino , Testes Genéticos , Genótipo , Humanos , Masculino , Transtornos Mentais/genética , Transtornos Mentais/psicologia , Polimorfismo de Nucleotídeo Único , África do SulRESUMO
We review our clinical studies of psychiatric comorbidity in short-term and long-term abstinent and in treatment naïve alcoholics (STAA, LTAA and TNA). TNA ypically have less severe alcoholism than treated abstinent samples and evidence less severe psychiatric disturbance. Lifetime psychiatric diagnoses are the norm for STAA and LTAA but not for TNA. Individuals with alcohol and drug use disorders show greater antisocial personality disturbance, but do not show differences in the mood or anxiety domains or in borderline personality disorder (BPD) symptoms. The studies show that alcoholics can achieve and maintain abstinence in the face of ongoing mood, anxiety, or BPD problems. By contrast, for ASPD, LTAA essentially stop current antisocial behaviors in all seven domains of antisocial behaviors. We believe that ongoing antisocial behavior is not consistent with maintaining abstinence, and that LTAA modify their antisocial behavior despite continued elevated social deviance proneness and antisocial dispositionality. Abstinent individuals without lifetime psychiatric disorders and TNA show more (subdiagnostic threshold) psychiatric symptoms and abnormal psychological measures than non-alcoholic controls in the mood, anxiety, BPD, and antisocial domains. In summary, our studies show that although LTAA have achieved multi-year abstinence, they still report significant psychological distress compared to NAC. We believe this distress may negatively affect their quality of life. This suggests the importance of developing effective care models to address comorbid mental health problems in LTAA. We also show that antisocial personality disorder symptoms decline to the levels seen in normal controls, and that excluding individuals from research with a psychiatric diagnosis does not control for subdiagnostic psychiatric differences between alcoholics and controls.
Assuntos
Alcoolismo/complicações , Transtornos Mentais/complicações , Alcoolismo/epidemiologia , Comorbidade , Humanos , Transtornos Mentais/epidemiologiaRESUMO
Alcoholism is characterized by a lack of control over excessive alcohol consumption despite significant negative consequences. This impulsive and compulsive behavior may be related to functional abnormalities within networks of brain regions responsible for how we make decisions. The abnormalities may result in strengthened networks related to appetitive drive-or the need to fulfill desires-and simultaneously weakened networks that exercise control over behaviors. Studies using functional magnetic resonance imaging (fMRI) in abstinent alcoholics suggest that abstinence is associated with changes in the tone of such networks, decreasing resting tone in appetitive drive networks, and increasing resting tone in inhibitory control networks to support continued abstinence. Identifying electroencephalographic (EEG) measures of resting tone in these networks initially identified using fMRI, and establishing in longitudinal studies that these abstinence-related changes in network tone are progressive would motivate treatment initiatives to facilitate these changes in network tone, thereby supporting successful ongoing abstinence.
Assuntos
Alcoolismo/fisiopatologia , Comportamento Apetitivo/fisiologia , Encéfalo/fisiopatologia , Impulso (Psicologia) , Função Executiva/fisiologia , Rede Nervosa/fisiopatologia , Plasticidade Neuronal/fisiologia , HumanosRESUMO
This article highlights the research presentations at the satellite symposium on "Brain Pathways to Recovery from Alcohol Dependence" held at the 2013 Society for Neuroscience Annual Meeting. The purpose of this symposium was to provide an up to date overview of research efforts focusing on understanding brain mechanisms that contribute to recovery from alcohol dependence. A panel of scientists from the alcohol and addiction research field presented their insights and perspectives on brain mechanisms that may underlie both recovery and lack of recovery from alcohol dependence. The four sessions of the symposium encompassed multilevel studies exploring mechanisms underlying relapse and craving associated with sustained alcohol abstinence, cognitive function deficit and recovery, and translational studies on preventing relapse and promoting recovery. Gaps in our knowledge and research opportunities were also discussed.
Assuntos
Alcoolismo/fisiopatologia , Alcoolismo/psicologia , Encéfalo/fisiologia , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia , Síndrome de Abstinência a Substâncias/fisiopatologia , Síndrome de Abstinência a Substâncias/psicologia , Comportamento Aditivo/fisiopatologia , Encéfalo/metabolismo , Cognição/efeitos dos fármacos , Cognição/fisiologia , Humanos , Vias Neurais/metabolismo , Plasticidade Neuronal/efeitos dos fármacosRESUMO
BACKGROUND: Previous studies have indicated that early life adversity, genetic factors and alcohol dependence are associated with reduced brain volume in adolescents. However, data on the interactive effects of early life adversity, genetic factors (e.g. p.Met66 allele of BDNF), and alcohol dependence, on brain structure in adolescents is limited. We examined whether the BDNF p.Val66Met polymorphism interacts with childhood trauma to predict alterations in brain volume in adolescents with alcohol use disorders (AUDs). METHODS: We examined 160 participants (80 adolescents with DSM-IV AUD and 80 age- and gender-matched controls) who were assessed for trauma using the Childhood Trauma Questionnaire (CTQ). Magnetic resonance images were acquired for a subset of the cohort (58 AUD and 58 controls) and volumes of global and regional structures were estimated using voxel-based morphometry (VBM). Samples were genotyped for the p.Val66Met polymorphism using the TaqMan® Assay. Analysis of covariance (ANCOVA) and post-hoc t-tests were conducted using SPM8 VBM. RESULTS: No significant associations, corrected for multiple comparisons, were found between the BDNF p.Val66Met polymorphism, brain volumes and AUD in adolescents with childhood trauma. CONCLUSIONS: These preliminary findings suggest that the BDNF p.Met66 allele and childhood trauma may not be associated with reduced structural volumes in AUD. Other genetic contributors should be investigated in future studies.
Assuntos
Alcoolismo/diagnóstico , Alcoolismo/genética , Fator Neurotrófico Derivado do Encéfalo/genética , Encéfalo/patologia , Maus-Tratos Infantis/diagnóstico , Polimorfismo Genético/genética , Adolescente , Alcoolismo/psicologia , Criança , Maus-Tratos Infantis/psicologia , Estudos de Coortes , Feminino , Humanos , Masculino , Metionina/genética , Tamanho do Órgão , Inquéritos e Questionários , Valina/genéticaRESUMO
Alcoholism can be described as a disorder characterized by impulsive decision-making processes, wherein potential short-term appetitive outcomes of drinking (e.g., intoxication) are deemed more important than potential long-term aversive consequences of drinking (e.g., drunk-driving arrests). Separate but interrelated neurocognitive pathways to impulsive decision making exist - one reflected by weak "top-down" executive control over impulsive and compulsive urges to consume alcohol, the other reflected by a strong "bottom-up" appetitive drive in impulsive and compulsive urges to consume alcohol. We present behavioral evidence of poor executive control and strong appetitive drive and neural evidence describing differences in functional and organizational patterns in brain executive control and appetitive drive networks. We discuss how these behavioral and neural aspects of alcoholism are associated with impulsive decision making and risky behavior in alcoholics, and how these patterns differ at different stages of alcoholism dependence and recovery.
Assuntos
Alcoolismo/diagnóstico , Alcoolismo/psicologia , Tomada de Decisões , Assunção de Riscos , Consumo de Bebidas Alcoólicas/efeitos adversos , Consumo de Bebidas Alcoólicas/psicologia , Animais , Encéfalo/patologia , Tomada de Decisões/fisiologia , Função Executiva/fisiologia , Humanos , Rede Nervosa/patologiaRESUMO
Although the human cerebellum has been increasingly identified as an important hub that shows potential for helping in the diagnosis of a large spectrum of disorders, such as alcoholism, autism, and fetal alcohol spectrum disorder, the high costs associated with manual segmentation, and low availability of reliable automated cerebellar segmentation tools, has resulted in a limited focus on cerebellar measurement in human neuroimaging studies. We present here the CATK (Cerebellar Analysis Toolkit), which is based on the Bayesian framework implemented in FMRIB's FIRST. This approach involves training Active Appearance Models (AAMs) using hand-delineated examples. CATK can currently delineate the cerebellar hemispheres and three vermal groups (lobules I-V, VI-VII, and VIII-X). Linear registration with the low-resolution MNI152 template is used to provide initial alignment, and Point Distribution Models (PDM) are parameterized using stellar sampling. The Bayesian approach models the relationship between shape and texture through computation of conditionals in the training set. Our method varies from the FIRST framework in that initial fitting is driven by 1D intensity profile matching, and the conditional likelihood function is subsequently used to refine fitting. The method was developed using T1-weighted images from 63 subjects that were imaged and manually labeled: 43 subjects were scanned once and were used for training models, and 20 subjects were imaged twice (with manual labeling applied to both runs) and used to assess reliability and validity. Intraclass correlation analysis shows that CATK is highly reliable (average test-retest ICCs of 0.96), and offers excellent agreement with the gold standard (average validity ICC of 0.87 against manual labels). Comparisons against an alternative atlas-based approach, SUIT (Spatially Unbiased Infratentorial Template), that registers images with a high-resolution template of the cerebellum, show that our AAM approach offers superior reliability and validity. Extensions of CATK to cerebellar hemisphere parcels are envisioned.
Assuntos
Algoritmos , Cerebelo/anatomia & histologia , Processamento de Imagem Assistida por Computador/métodos , Teorema de Bayes , Humanos , Imageamento por Ressonância Magnética , Tamanho do Órgão , Reprodutibilidade dos TestesRESUMO
OBJECTIVE: To validate an automated cerebellar segmentation method based on active shape and appearance modeling and then segment the cerebellum on images acquired from adolescents with histories of prenatal alcohol exposure (PAE) and non-exposed controls (NC). METHODS: Automated segmentations of the total cerebellum, right and left cerebellar hemispheres, and three vermal lobes (anterior, lobules I-V; superior posterior, lobules VI-VII; inferior posterior, lobules VIII-X) were compared to expert manual labelings on 20 subjects, studied twice, that were not used for model training. The method was also used to segment the cerebellum on 11 PAE and 9 NC adolescents. RESULTS: The test-retest intraclass correlation coefficients (ICCs) of the automated method were greater than 0.94 for all cerebellar volume and mid-sagittal vermal area measures, comparable or better than the test-retest ICCs for manual measurement (all ICCs > 0.92). The ICCs computed on all four cerebellar measurements (manual and automated measures on the repeat scans) to compare comparability were above 0.97 for non-vermis parcels, and above 0.89 for vermis parcels. When applied to patients, the automated method detected smaller cerebellar volumes and mid-sagittal areas in the PAE group compared to controls (p < 0.05 for all regions except the superior posterior lobe, consistent with prior studies). DISCUSSION: These results demonstrate excellent reliability and validity of automated cerebellar volume and mid-sagittal area measurements, compared to manual measurements. These data also illustrate that this new technology for automatically delineating the cerebellum leads to conclusions regarding the effects of prenatal alcohol exposure on the cerebellum consistent with prior studies that used labor intensive manual delineation, even with a very small sample.
Assuntos
Alcoolismo/patologia , Cerebelo/patologia , Transtornos do Espectro Alcoólico Fetal/patologia , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Reconhecimento Automatizado de Padrão/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Atrofia/patologia , Criança , Pré-Escolar , Feminino , Humanos , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Pessoa de Meia-Idade , Gravidez , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto JovemRESUMO
Interpretation of neuropsychological tests may be hampered by confounding sociodemographic factors and by using inappropriate normative data. We investigated these factors in three tests endorsed by the World Health Organization: the Grooved Pegboard Test (GPT), the Children's Color Trails Test (CCTT), and the WHO/UCLA version of the Auditory Verbal Learning Test (AVLT). In a sample of 12-15-year-old, Afrikaans- and English-speaking adolescents from the Cape Town region of South Africa, analyses of covariance (ANCOVAs) demonstrated that quality of education was the sociodemographic factor with the biggest influence on test performance, and that age also significantly influenced GPT and CCTT performance. Based on those findings, we provide appropriately stratified normative data for the age group in question. Comparisons between diagnostic interpretations made using foreign normative data versus those using the current local data demonstrate that it is imperative to use appropriately stratified normative data to guard against misinterpreting performance.
Assuntos
População Negra/etnologia , Comparação Transcultural , Testes Neuropsicológicos/normas , População Branca/etnologia , Organização Mundial da Saúde , Estimulação Acústica/métodos , Adolescente , População Negra/psicologia , Criança , Feminino , Humanos , Masculino , África do Sul/etnologia , Estatística como Assunto/normas , População Branca/psicologiaRESUMO
Previous neuroimaging studies link both alcohol use disorder (AUD) and early adversity to neurobiological differences in the adult brain. However, the association between AUD and childhood adversity and effects on the developing adolescent brain are less clear, due in part to the confound of psychiatric comorbidity. Here we examine early life adversity and its association with brain volume in a unique sample of 116 South African adolescents (aged 12-16) with AUD but without psychiatric comorbidity. Participants were 58 adolescents with DSM-IV alcohol dependence and with no other psychiatric comorbidities, and 58 age-, gender- and protocol-matched light/non-drinking controls (HC). Assessments included the Childhood Trauma Questionnaire (CTQ). MR images were acquired on a 3T Siemens Magnetom Allegra scanner. Volumes of global and regional structures were estimated using SPM8 Voxel Based Morphometry (VBM), with analysis of covariance (ANCOVA) and regression analyses. In whole brain ANCOVA analyses, a main effect of group when examining the AUD effect after covarying out CTQ was observed on brain volume in bilateral superior temporal gyrus. Subsequent regression analyses to examine how childhood trauma scores are linked to brain volumes in the total cohort revealed a negative correlation in the left hippocampus and right precentral gyrus. Furthermore, bilateral (but most significantly left) hippocampal volume was negatively associated with sub-scores on the CTQ in the total cohort. These findings support our view that some alterations found in brain volumes in studies of adolescent AUD may reflect the impact of confounding factors such as psychiatric comorbidity rather than the effects of alcohol per se. In particular, early life adversity may influence the developing adolescent brain in specific brain regions, such as the hippocampus.
Assuntos
Alcoolismo/diagnóstico , Alcoolismo/epidemiologia , Mapeamento Encefálico/métodos , Encéfalo/patologia , Maus-Tratos Infantis , Imageamento por Ressonância Magnética/métodos , Adolescente , Alcoolismo/psicologia , Maus-Tratos Infantis/psicologia , Feminino , Humanos , Masculino , Tamanho do Órgão , Inquéritos e QuestionáriosRESUMO
Alcohol dependence (AD) has a large heritable component. Genetic variation in genes involved in the absorption and elimination of ethanol have been associated with AD. However, some of these polymorphisms are not present in an African population. Previous studies have reported that a type of AD which is characterized by anxious behaviour may be a genetically specific subtype of AD. We investigated whether variation in genes encoding cytochrome P450 2E1 (CYP2E1) or acetaldehyde-metabolising enzymes (ALDH1A1, ALDH2) might alter the risk of AD, with and without symptoms of anxiety, in a Cape population with mixed ancestry. Eighty case control pairs (one with AD, one without AD) were recruited and individually matched for potential confounders. Genotype data were available for 29 single-nucleotide polymorphisms (SNPs) across the three genes. Linkage disequilibrium D' values were evaluated for all pairwise comparisons. Allele and haplotype frequencies were compared between cases and controls using a χ2 test. The ACAG haplotype in block 4 of the ALDH1A1 gene provided evidence of an association with AD (p = 0.03) and weak evidence of an association with AD without symptoms of anxiety (p = 0.06). When a genetic score was constructed using SNPs showing nominal evidence of association with AD, every extra risk allele increased the odds of AD by 35% (OR 1.35, 95% CI 1.08, 1.68, p = 0.008) and the odds of having AD with anxiety symptoms increased by 53% (OR 1.53, 95% CI 1.14, 2.05, p = 0.004). Although our results are supported by previous studies in other populations, they must be interpreted with caution due to the small sample size and the potential influence of population stratification.
Assuntos
Acetaldeído , Alcoolismo/etnologia , Alcoolismo/genética , Ansiedade/etnologia , Ansiedade/genética , Haplótipos/genética , Acetaldeído/metabolismo , Adolescente , Alcoolismo/metabolismo , Ansiedade/metabolismo , Estudos de Casos e Controles , Estudos de Coortes , Comorbidade , Feminino , Humanos , Masculino , Polimorfismo de Nucleotídeo Único/genética , Vigilância da População/métodos , África do Sul/etnologiaRESUMO
OBJECTIVE: The objective of this study is to examine white matter microstructure using diffusion tensor imaging (DTI) in a sample of adolescents with alcohol use disorders (AUD) and no psychiatric or substance co-morbidity. METHODS: Fifty adolescents with AUD and fifty non-alcohol abusing controls matched on gender and age were studied with DTI, neurocognitive testing, and a clinical assessment that included measures of alcohol use and childhood trauma. Maps of fractional anisotropy (FA) and mean diffusivity (MD) were computed, registered to a common template, and voxel-wise statistical analysis used to assess group differences. Associations between regions of altered WM microstructure and clinical or neurocognitive measures were also assessed. RESULTS: Compared with controls, adolescent drinkers without co-morbid substance abuse or externalizing disorder, showed 1) no regions of significantly lower FA, 2) increased FA in WM tracts of the limbic system; 3) no MD differences; and 4) within the region of higher FA in AUD, there were no associations between FA and alcohol use, cognition, or trauma. DISCUSSION: The most important observation of this study is our failure to observe significantly smaller FA in this relatively large alcohol abuse/dependent adolescent sample. Greater FA in the limbic regions observed in this study may index a risk for adolescent AUD instead of a consequence of drinking. Drinking behavior may be reinforced in those with higher FA and perhaps greater myelination in these brain regions involved in reward and reinforcement.
RESUMO
Chronic alcohol abuse affects brain structure and function. We examined subcortical structure volumes in 77 short (6-15 week) and 90 long (multi-year) term abstinent alcoholics, along with 74 controls. We used a 3T Siemens MPRAGE sequence for image acquisition and FSL FIRST software for measuring subcortical volumes. When examining alcoholics without a comorbid stimulant disorder we found reduced hippocampal, pallidum and thalamus volumes in short term abstinence compared to a non-substance abusing control sample with numerically smaller yet still significant reductions compared to controls in long term abstinence. When examining alcoholics with a comorbid stimulant disorder, no difference from controls was found for any subcortical volume. Alcoholics with a stimulant disorder had significantly larger subcortical volumes than alcoholics without a stimulant disorder. This study replicates past research showing that chronic alcohol abuse is associated with lower subcortical volumes in short-term abstinent chronic alcoholics and extends this finding, although with smaller effects to long-term abstinent samples. The absence of this effect in the presence of a comorbid stimulant disorder suggests either a protective effect of stimulant abuse/dependence or that the measurements reflect the aggregate of alcohol dependence associated atrophy and stimulant abuse associated inflammation. Associations with function suggest the second of these two alternatives.
RESUMO
Most prior studies of the effects of excessive alcohol intake on the adolescent brain examined alcohol-use-dependent samples with comorbid psychiatric and substance use disorders. In the Cape Town region, we identified a sizeable cohort of adolescents with alcohol use disorders (AUD) without externalizing or other psychiatric disorders. We examined brain morphology in 64 such adolescents compared to age- and gender-matched healthy controls. Magnetic resonance imaging data were analyzed using FSL's FIRST software for subcortical volumes, and cortical gray matter (GM) was analyzed using voxel-based morphometry (VBM) and regions of interest (ROI) analysis. AUD boys had smaller thalamic and putamen volumes compared to non-drinking boys, while AUD girls had larger thalamic and putamen volumes compared to non-drinking girls. VBM revealed a large region of decreased GM density in AUDs compared to controls located in the left lateral frontal, temporal, and parietal lobes, extending medially deep into the parietal lobe. Smaller GM volume in this region was also present when examined using ROI analysis. Our lack of findings in other brain regions, particularly the hippocampus, suggests that reports of smaller brain volumes in adolescent AUDs in the literature are a consequence of psychiatric and substance abuse comorbidities.