alcohol use disorder (aud)

酒精使用障碍 ( AUD )
  • 文章类型: Journal Article
    工作记忆是指临时存储和操纵信息以支持计划的过程,决策,和行动。经常合并症的酒精滥用和睡眠不足都与工作记忆缺陷有关。然而,酒精滥用和睡眠不足如何影响工作记忆尚不清楚。在这项研究中,我们的目的是调查与酒精滥用相关的神经过程,睡眠不足和工作记忆。
    我们策划了HumanConnectomeProject(HCP)数据集,并调查了991名年轻人(521名女性)的工作记忆与酒精使用严重程度和睡眠不足的神经相关性。两者通过所有饮酒指标的主成分分析的第一主成分(PC1)和匹兹堡睡眠质量指数(PSQI)评分进行索引,分别。我们使用已发布的例程处理了成像数据,并使用校正的阈值评估了结果。我们使用路径模型来表征临床,行为,和神经测量,并探讨了调查结果中的性别差异。
    在全脑回归中,我们确定了背外侧前额叶皮层反应(DLPFCβ)对2-的β估计值。与PC1相关的0-back。在男性和女性中,DLPFC与PC1呈正相关(r=0.16,P<0.001)。路径分析显示,模型PC1→DLPFCβ→正确试验的反应时间差异(2-减去0-后;RT2-0)→关键成功指数差异(2-减去0-后;CSI2-0)具有最佳拟合。只有女人,除了DLPFC,上丘(SC)中的一个簇与PSQI评分呈显着负相关(r=-0.23,P<0.001),路径模型显示了PC1、PSQI得分、DLPFC和SCβ,和CSI2-0女性。
    酒精滥用可能涉及功能补偿中更高的DLPFC激活,然而,只有女性,睡眠不足通过抑制SC活动影响2回记忆。只有女性,路径模型表明饮酒严重程度和睡眠不足对双回记忆的影响是相互关联的。这些发现表明,饮酒和睡眠问题对工作记忆的影响存在潜在的性别差异,需要进一步研究。
    UNASSIGNED: Working memory refers to a process of temporary storage and manipulation of information to support planning, decision-making, and action. Frequently comorbid alcohol misuse and sleep deficiency have both been associated with working memory deficits. However, how alcohol misuse and sleep deficiency interact to impact working memory remains unclear. In this study, we aim to investigate the neural processes inter-relating alcohol misuse, sleep deficiency and working memory.
    UNASSIGNED: We curated the Human Connectome Project (HCP) dataset and investigated the neural correlation of working memory in link with alcohol use severity and sleep deficiency in 991 young adults (521 women). The two were indexed by the first principal component (PC1) of principal component analysis of all drinking metrics and Pittsburgh Sleep Quality Index (PSQI) score, respectively. We processed the imaging data with published routines and evaluated the results with a corrected threshold. We used path model to characterize the inter-relationship between the clinical, behavioral, and neural measures, and explored sex differences in the findings.
    UNASSIGNED: In whole-brain regression, we identified β estimates of dorsolateral prefrontal cortex response (DLPFC β) to 2- vs. 0-back in correlation with PC1. The DLPFC showed higher activation in positive correlation with PC1 across men and women (r=0.16, P<0.001). Path analyses showed the model PC1 → DLPFC β → differences in reaction time (2- minus 0-back; RT2-0) of correct trials → differences in critical success index (2- minus 0-back; CSI2-0) with the best fit. In women alone, in addition to the DLPFC, a cluster in the superior colliculus (SC) showed a significant negative correlation with the PSQI score (r=-0.23, P<0.001), and the path model showed the inter-relationship of PC1, PSQI score, DLPFC and SC β\'s, and CSI2-0 in women.
    UNASSIGNED: Alcohol misuse may involve higher DLPFC activation in functional compensation, whereas, in women only, sleep deficiency affects 2-back memory by depressing SC activity. In women only, path model suggests inter-related impact of drinking severity and sleep deficiency on 2-back memory. These findings suggest potential sex differences in the impact of drinking and sleep problems on working memory that need to be further investigated.
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  • 文章类型: Journal Article
    背景:危重患者酒精使用障碍(AUD)的纤维化-4(FIB-4)指数与全因死亡率之间的关系尚不清楚。本研究旨在探讨FIB-4对危重AUD患者全因死亡率的预测能力及其相关性。
    方法:使用重症监护医学信息集市(MIMIC-IV)数据库纳入了2528例AUD患者。使用现有公式计算每位患者的FIB-4。根据FIB-4的四分位数将患者平均分为四组。多因素logistic回归和Cox比例风险模型用于评估FIB-4与住院死亡率的相关性。28天死亡率和1年死亡率。采用Kaplan-Meier曲线分析4组28天死亡率的发生率。
    结果:FIB-4与风险比(HR)为1.354[95%置信区间(CI)1.192-1.538]的AUD患者的28天死亡率呈正相关。住院死亡率[比值比(OR):1.440,95%CI(1.239-1.674)]和1年死亡率[HR:1.325,95%CI(1.178-1.490)]的趋势相似。
    结论:增加的FIB-4与更高的住院死亡率相关,危重AUD患者的28天死亡率和1年死亡率。
    The relationship between fibrosis-4 (FIB-4) index and all-cause mortality in critically ill patients with alcohol use disorder (AUD) is unclear. The present study aimed to investigate the predictive ability of FIB-4 for all-cause mortality in critically ill AUD patients and the association between them.
    A total of 2528 AUD patients were included using the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. FIB-4 was calculated for each patient using the existing formula. The patients were equally divided into four groups based on the quartiles of FIB-4. Multivariate logistic regression and Cox proportional hazard model were used to evaluate the association of FIB-4 with in-hospital mortality, 28-day mortality and 1-year mortality. Kaplan-Meier curves were used to analyse the incidence of 28-day mortality among four groups.
    FIB-4 was positively associated with 28-day mortality of AUD patients with hazard ratio (HR) of 1.354 [95% confidence interval (CI) 1.192-1.538]. There were similar trends in the in-hospital mortality [odds ratio (OR): 1.440, 95% CI (1.239-1.674)] and 1-year mortality [HR: 1.325, 95% CI (1.178-1.490)].
    Increased FIB-4 is associated with greater in-hospital mortality, 28-day mortality and 1-year mortality in critically ill AUD patients.
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  • 文章类型: Journal Article
    It has yet to be determined whether medication overuse headache (MOH) is an independent disorder or a combination of primary headache and substance addiction. To further explore the causes of MOH, we compared MOH with substance use disorder (SUD) in terms of the brain regions involved to draw more targeted conclusions. In this review, we selected alcohol use disorder (AUD) as a representative SUD and compared MOH and AUD from two aspects of neuroimaging and basic research. We found that in neuroimaging studies, there were many overlaps between AUD and MOH in the reward circuit, but the extensive cerebral cortex damage in AUD was more serious than that in MOH. This difference was considered to reflect the sensitivity of the cortex structure to alcohol damage. In future research, we will focus on the central amygdala (CeA), prefrontal cortex (PFC), orbital-frontal cortex (OFC), hippocampus, and other brain regions for interventions, which may have unexpected benefits for addiction and headache symptoms in MOH patients.
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  • 文章类型: Journal Article
    酒精使用障碍(AUD)是导致AUD患者行为和认知障碍的最常见物质使用障碍之一。最近的神经影像学研究指出,AUD是一种以功能连接改变为特征的典型疾病。然而,关于体素功能协调的细节仍然未知。这里,我们采用了一种新提出的称为功能连接密度(FCD)的方法来描述AUD中改变的体素功能配位。新颖的功能成像技术,FCD,为大脑的“无标度”网络提供了一种全面的分析方法。我们对受试者应用静息态功能磁共振成像(rs-fMRI)来获得他们的FCD,包括全球FCD(gFCD),本地FCD(lFCD),和远程FCD(lrFCD)。招募了61名AUD患者和29名健康对照(HC),将AUD患者进一步分为酒精相关性认知障碍组(ARCI,n=11)和非认知障碍组(AUD-NCI,n=50)。要求所有受试者在扫描期间保持静止,以计算静息状态gFCD,lFCD,和lrFCD值,并进一步研究AUD-NCI、ARCI和HC之间的异常连接改变。与HC相比,两个AUD组在左枕叶下叶gFCD均表现出明显改变,左边的calcarine,右侧语言的lFCD改变,并改变了腹内侧额回(VMPFC)的lrFCD。值得注意的是,发现ARCI组的gFCD明显偏离左内侧额回的AUD-NCI和HC,这些变化可能是认知障碍造成的。此外,在左海马旁的ARCI和HC之间没有发现gFCD的显着差异,而ARCI和HC严重偏离AUD-NCI,可能反映了认知障碍的补偿。进一步的分析表明,在AUD患者中,左额内侧回gFCD值与MMSE评分呈负相关,而左枕下叶的lFCD值与ADS评分呈正相关。总之,AUD患者表现出显著改变的功能连接模式,主要在几个左脑半球区域,而有或没有认知障碍的AUD患者也表现出与症状严重程度相关的组间FCD差异,AUD认知障碍患者的酒精依赖程度较低。这种症状严重程度的差异可能是对认知障碍的补偿,表明病理途径的差异。这些发现通过提供对可能的病理机制的见解来辅助未来的AUD研究。
    Alcohol use disorder (AUD) is one of the most common substance use disorders contributing to both behavioral and cognitive impairments in patients with AUD. Recent neuroimaging studies point out that AUD is a typical disorder featured by altered functional connectivity. However, the details about how voxel-wise functional coordination remain unknown. Here, we adopted a newly proposed method named functional connectivity density (FCD) to depict altered voxel-wise functional coordination in AUD. The novel functional imaging technique, FCD, provides a comprehensive analytical method for brain\'s \"scale-free\" networks. We applied resting-state functional MRI (rs-fMRI) toward subjects to obtain their FCD, including global FCD (gFCD), local FCD (lFCD), and long-range FCD (lrFCD). Sixty-one patients with AUD and 29 healthy controls (HC) were recruited, and patients with AUD were further divided into alcohol-related cognitive impairment group (ARCI, n = 11) and non-cognitive impairment group (AUD-NCI, n = 50). All subjects were asked to stay stationary during the scan in order to calculate the resting-state gFCD, lFCD, and lrFCD values, and further investigate the abnormal connectivity alterations among AUD-NCI, ARCI, and HC. Compared to HC, both AUD groups exhibited significantly altered gFCD in the left inferior occipital lobe, left calcarine, altered lFCD in right lingual, and altered lrFCD in ventromedial frontal gyrus (VMPFC). It is notable that gFCD of the ARCI group was found to be significantly deviated from AUD-NCI and HC in left medial frontal gyrus, which changes probably contributed by the impairment in cognition. In addition, no significant differences in gFCD were found between ARCI and HC in left parahippocampal, while ARCI and HC were profoundly deviated from AUD-NCI, possibly reflecting a compensation of cognition impairment. Further analysis showed that within patients with AUD, gFCD values in left medial frontal gyrus are negatively correlated with MMSE scores, while lFCD values in left inferior occipital lobe are positively related to ADS scores. In conclusion, patients with AUD exhibited significantly altered functional connectivity patterns mainly in several left hemisphere brain regions, while patients with AUD with or without cognitive impairment also demonstrated intergroup FCD differences which correlated with symptom severity, and patients with AUD cognitive impairment would suffer less severe alcohol dependence. This difference in symptom severity probably served as a compensation for cognitive impairment, suggesting a difference in pathological pathways. These findings assisted future AUD studies by providing insight into possible pathological mechanisms.
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  • 文章类型: Journal Article
    背景:酒精滥用与外部化行为有关,包括打破规则.研究表明,在外部化行为和酒精滥用中,奖励处理的改变。这里,我们调查了奖励或惩罚反应是否更显著影响年轻成年饮酒者的饮酒严重程度和违规行为.
    方法:我们整理了来自人类Connectome项目的数据,并确定了181名暴饮暴食者(132名男性)和288名不暴饮暴食者(97名男性)在大脑成像期间执行赌博任务。酒精使用严重程度通过所有饮酒指标的主成分分析的第一主成分进行量化。我们使用已发布的例程分析了成像数据,并在校正的阈值下评估了结果。我们通过中介和路径分析检查了影像学和临床指标之间的相互关系。
    结果:与非bingers相比,Bingers表现出更严重的违反规则的行为,并且在损失后的反应比在获胜后的试验中明显更快。与非暴发户相比,在损失占优势的区块中,bingers表现出更大的下/中额回和小脑激活,但在对获胜占优势的区块的区域反应中没有差异,相对于块间基线。右尾状体显示出与规则破坏评分呈正相关的丧失反应性。没有区域对胜利的反应与违反规则的得分显着相关。中介和路径分析显示,具有下/中额回和尾状对丢失相关规则破坏和酒精使用严重程度的反应性的重要模型。
    结论:在年轻人中,惩罚而不是奖励反应与酒精使用严重程度和违反规则有关。研究结果强调了负面情绪在外化行为和酒精滥用的心理模型中的作用。
    Alcohol misuse is associated with externalizing behaviors, including rule breaking. Studies have implicated altered reward processing in externalizing behaviors and alcohol misuse. Here, we investigated whether reward or punishment reactivity more significantly influenced alcohol use severity and rule-breaking behavior in young adult drinkers.
    We curated data from the Human Connectome Project and identified 181 binge (132 men) and 288 nonbinge (97 men) drinkers performing a gambling task during brain imaging. Alcohol use severity was quantified by the first principal component of principal-component analysis of all drinking measures. We analyzed the imaging data using published routines and evaluated the results at a corrected threshold. We examined the interrelationship between imaging and clinical metrics with mediation and path analyses.
    Compared with nonbingers, bingers showed more severe rule-breaking behavior and responded significantly faster during post-loss than during post-win trials. Compared with nonbingers, bingers demonstrated greater inferior/middle frontal gyrus and cerebellum activations in loss-predominating blocks but no differences in regional responses to win-predominating blocks, relative to an interblock baseline. The right caudate body showed loss reactivity that was positively correlated with the rule-breaking score. No regional responses to wins were significantly correlated with the rule-breaking score. Mediation and path analyses demonstrated significant models with inferior/middle frontal gyrus and caudate reactivity to loss interrelating rule breaking and alcohol use severity.
    Punishment rather than reward reactivity was associated with alcohol use severity and rule breaking in young adults. The findings highlight the roles of negative emotions in psychological models of externalizing behaviors and alcohol misuse.
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  • 文章类型: Journal Article
    UNASSIGNED:这项研究的目的是探讨P300成分与酒精使用障碍(AUD)的临床特征和药物治疗功效的关联。
    未经评估:招募了151名AUD患者和96名健康对照者,并评估了抑郁症状。焦虑,睡眠,和认知功能通过酒精使用障碍识别测试(AUDIT),9项患者健康问卷(PHQ-9),7项广义焦虑症量表(GAD-7),匹兹堡睡眠质量指数(PSQI)数字符号替换测试(DSST),和事件相关电位P300,这是平均头皮脑电图反应之一,时间锁定到特定事件。在AUD组中,101名患者完成了为期8周的药物治疗,并在干预后对上述数据进行了评估。
    未经评估:1.在基线,AUD患者的AUDIT评分较高,PHQ-9,GAD-7,PSQI,和P300延迟在Cz,Pz,和Fz和较低的DSST分数和较小的P300振幅在Fz,Cz,和Pz与对照组相比。P300成分与酒精剂量和AUDIT评分显著相关,PHQ-9,GAD-7,PSQI,和DSST。2.治疗8周后,P300成分有显著变化;酒精剂量;和AUDIT评分,PHQ-9,GAD-7,PSQI,和DSST。基线处的变量,包括Fz处的P300振幅,Cz,和Pz;Fz和Pz的潜伏期;酒精剂量;以及PHQ-9、GAD-7、PSQI的评分,和DSST,与AUDIT评分降低率的变化显著相关。然而,Fz处的P300振幅,Cz,治疗8周后,AUD患者的Pz仍明显短于健康对照(HCs),和Fz的P300延迟,Cz,Pz明显长于HC。3.当验证的受试者工作特征曲线下面积(AUC)超过0.80时,基线变量包括Cz和Pz处的振幅,酒精剂量,PSQI评分可以预测AUDIT评分降低率的变化。
    未经评估:Fz处的P300振幅和延迟,Cz,和Pz可作为评估AUD临床特征和严重程度的生物学标志物。Cz和Pz处的P300振幅,睡眠状态,基线认知功能可以预测AUD患者药物治疗的疗效。
    UNASSIGNED: The purpose of this study is to explore the association of P300 components with clinical characteristics and efficacy of pharmacotherapy in alcohol use disorder (AUD).
    UNASSIGNED: One hundred fifty-one AUD patients and 96 healthy controls were recruited and evaluated for the symptoms of depression, anxiety, sleep, and cognitive function by the Alcohol Use Disorders Identification Test (AUDIT), the 9-item Patient Health Questionnaire (PHQ-9), the 7-item Generalized Anxiety Disorder scale (GAD-7), the Pittsburgh Sleep Quality Index (PSQI), Digit Symbol Substitution test (DSST), and event-related potential P300, which is one of the averaged scalp electroencephalography responses time-locked to specific events. Among the AUD group, 101 patients finished an 8-week pharmacotherapy and were evaluated for the above data at post-intervention.
    UNASSIGNED: 1. At baseline, AUD patients had higher scores of AUDIT, PHQ-9, GAD-7, PSQI, and P300 latency at Cz, Pz, and Fz and lower DSST score and smaller P300 amplitudes at Fz, Cz, and Pz compared with controls. P300 components correlated significantly with alcohol dose and score of AUDIT, PHQ-9, GAD-7, PSQI, and DSST. 2. After 8 weeks\' treatment, there were significant changes for the P300 components; alcohol dose; and score of AUDIT, PHQ-9, GAD-7, PSQI, and DSST. Variables at baseline, including P300 amplitudes at Fz, Cz, and Pz; latency of Fz and Pz; alcohol dose; and scores of PHQ-9, GAD-7, PSQI, and DSST, were significantly associated with changes of reduction rate of AUDIT scores. However, P300 amplitudes at Fz, Cz, and Pz in AUD patients after 8-week treatment were still significantly shorter than healthy controls (HCs), and P300 latencies at Fz, Cz, and Pz were significantly longer than HCs. 3. When validated area under the receiver operating characteristic curve (AUC) was over 0.80, the baseline variables including amplitudes at Cz and Pz, alcohol dose, and scores of PSQI could predict the changes of reduction rate of AUDIT score.
    UNASSIGNED: P300 amplitudes and latencies at Fz, Cz, and Pz could be used as biological markers for evaluating the clinical characters and severity of AUD. P300 amplitudes at Cz and Pz, sleep condition, and cognitive function at baseline could predict the efficacy of pharmacotherapy for AUD patients.
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  • 文章类型: Journal Article
    酒精使用障碍(AUD),结合了酗酒和依赖的标准,作为多种健康和社会问题的重要因果因素。鉴于目前治疗的局限性,需要针对AUD的新型药物来更好地控制饮酒和保持禁欲。已经确定,第二信使环AMP(cAMP)和环GMP(cGMP)介导的细胞内信号转导是遗传易感性的关键基础,奖励属性,复发特征,强迫性饮酒的全身毒性。在此基础上,上游调节剂磷酸二酯酶(PDEs),通过催化环核苷酸的降解来严格控制细胞内环核苷酸的水平,建议在调节酒精滥用和依赖过程中发挥作用。这里,我们重点介绍了cAMP和cGMP信号级联与饮酒行为调节相关的现有证据,并讨论了PDEs可能成为AUD的一类新型治疗靶点的可能性.
    Alcohol use disorder (AUD), which combines the criteria of both alcohol abuse and dependence, contributes as an important causal factor to multiple health and social problems. Given the limitation of current treatments, novel medications for AUD are needed to better control alcohol consumption and maintain abstinence. It has been well established that the intracellular signal transduction mediated by the second messengers cyclic AMP (cAMP) and cyclic GMP (cGMP) crucially underlies the genetic predisposition, rewarding properties, relapsing features, and systemic toxicity of compulsive alcohol consumption. On this basis, the upstream modulators phosphodiesterases (PDEs), which critically control intracellular levels of cyclic nucleotides by catalyzing their degradation, are proposed to play a role in modulating alcohol abuse and dependent process. Here, we highlight existing evidence that correlates cAMP and cGMP signal cascades with the regulation of alcohol-drinking behavior and discuss the possibility that PDEs may become a novel class of therapeutic targets for AUD.
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  • 文章类型: Journal Article
    筛查酒精使用障碍(AUD)患者一直是具有挑战性的,因为该过程涉及主观性。因此,需要稳健和客观的方法来自动筛查AUD患者.在本文中,提出了一种机器学习方法,该方法利用静息状态脑电图(EEG)得出的特征作为输入数据来对AUD患者和健康对照进行分类,并对AUD患者进行自动筛查。在这种情况下,在闭眼5分钟和睁眼5分钟期间记录EEG数据。为此,招募30名AUD患者和15名年龄匹配的健康对照。在对脑电图数据进行预处理后,EEG特征,例如半球间相干性和EEGδ的频谱功率,theta,阿尔法,计算了涉及19个头皮位置的β和γ带。大多数判别特征的选择是使用基于等级的特征选择方法根据标准为每个特征分配权重值执行的。即,接收机工作特性曲线。例如,与权重较小的特征相比,权重较大的特征被认为与目标标签更相关.因此,我们确定了一组减少的最具判别力的特征,并在对AUD患者和健康对照进行分类时进一步加以利用.作为结果,发现大脑区域之间的半球间相干性在研究组之间存在显著差异,并提供了较高的分类效率(准确性=80.8,敏感性=82.5,特异性=80,F-Measure=0.78).此外,在不同EEG波段计算的功率被发现是显著的,并且提供的总体分类效率为(准确性=86.6,灵敏度=95,特异性=82.5,F-Measure=0.88).Further,这些脑电图特征的整合导致更高的结果(准确性=89.3%,灵敏度=88.5%,特异性=91%,和F-测量=0.90)。根据结果,结论是脑电图数据(θ的积分,beta,和伽马功率和半球间相干性)可以用作筛选AUD患者和健康对照的客观标记。
    Screening alcohol use disorder (AUD) patients has been challenging due to the subjectivity involved in the process. Hence, robust and objective methods are needed to automate the screening of AUD patients. In this paper, a machine learning method is proposed that utilized resting-state electroencephalography (EEG)-derived features as input data to classify the AUD patients and healthy controls and to perform automatic screening of AUD patients. In this context, the EEG data were recorded during 5 min of eyes closed and 5 min of eyes open conditions. For this purpose, 30 AUD patients and 15 aged-matched healthy controls were recruited. After preprocessing the EEG data, EEG features such as inter-hemispheric coherences and spectral power for EEG delta, theta, alpha, beta and gamma bands were computed involving 19 scalp locations. The selection of most discriminant features was performed with a rank-based feature selection method assigning a weight value to each feature according to a criterion, i.e., receiver operating characteristics curve. For example, a feature with large weight was considered more relevant to the target labels than a feature with less weight. Therefore, a reduced set of most discriminant features was identified and further be utilized during classification of AUD patients and healthy controls. As results, the inter-hemispheric coherences between the brain regions were found significantly different between the study groups and provided high classification efficiency (Accuracy = 80.8, sensitivity = 82.5, and specificity = 80, F-Measure = 0.78). In addition, the power computed in different EEG bands were found significant and provided an overall classification efficiency as (Accuracy = 86.6, sensitivity = 95, specificity = 82.5, and F-Measure = 0.88). Further, the integration of these EEG feature resulted into even higher results (Accuracy = 89.3 %, sensitivity = 88.5 %, specificity = 91 %, and F-Measure = 0.90). Based on the results, it is concluded that the EEG data (integration of the theta, beta, and gamma power and inter-hemispheric coherence) could be utilized as objective markers to screen the AUD patients and healthy controls.
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