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1.
Alcohol Clin Exp Res (Hoboken) ; 48(1): 33-47, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38206281

ABSTRACT

BACKGROUND: Alcohol use disorder (AUD) affects 283 million people worldwide and its prevalence is increasing. Despite the role of the cerebellum in executive control and its sensitivity to alcohol, few studies have assessed its involvement in AUD-relevant functional networks. The goal of this study is to compare resting-state functional connectivity (FC) patterns in abstinent adults with a history of AUD and controls (CTL). We hypothesized that group differences in cerebro-cerebellar FC would be present, particularly within the frontoparietal/executive control network (FPN). METHODS: Twenty-eight participants completed a resting-state functional magnetic resonance imaging (rsfMRI) study. CTL participants had no history of AUD, comorbid psychological conditions, or recent heavy drinking and/or drug use. AUD participants had a history of AUD, with sobriety for at least 30 days prior to data collection. Multivariate pattern analysis, an agnostic, whole-brain approach, was used to identify regions with significant differences in FC between groups. Seed-based analyses were then conducted to determine the directionality and extent of these FC differences. Associations between FC strength and executive function were assessed using correlations with Wisconsin Card Sorting Test (WCST) performance. RESULTS: There were significant group differences in FC in nodes of the FPN, ventral attention network, and default mode network. Post hoc analyses predominantly identified FC differences within the cerebro-cerebellar FPN, with AUD showing significantly less FC within the FPN. In AUD, FC strength between FPN clusters identified in the multivariate pattern analysis (MVPA) analysis (Left Crus II, Right Frontal Cortex) was positively associated with performance on the WCST. CONCLUSIONS: Our results show less engagement of the FPN in individuals with AUD than in CTL. FC strength within this network was positively associated with performance on the WCST. These findings suggest that long-term heavy drinking alters cerebro-cerebellar FC, particularly within networks that are involved in executive function.

2.
Addict Neurosci ; 72023 Sep.
Article in English | MEDLINE | ID: mdl-37424633

ABSTRACT

The non-selective opioid receptor antagonist, naltrexone is one of the most prescribed medications for treating alcohol and opioid addiction. Despite decades of clinical use, the mechanism(s) by which naltrexone reduces addictive behavior remains unclear. Pharmaco-fMRI studies to date have largely focused on naltrexone's impact on brain and behavioral responses to drug or alcohol cues or on decision-making circuitry. We hypothesized that naltrexone's effects on reward-associated brain regions would associate with reduced attentional bias (AB) to non-drug, reward-conditioned cues. Twenty-three adult males, including heavy and light drinkers, completed a two-session, placebo-controlled, double-blind study testing the effects of acute naltrexone (50 mg) on AB to reward-conditioned cues and neural correlates of such bias measured via fMRI during a reward-driven AB task. While we detected significant AB to reward-conditioned cues, naltrexone did not reduce this bias in all participants. A whole-brain analysis found that naltrexone significantly altered activity in regions associated with visuomotor control regardless of whether a reward-conditioned distractor was present. A region-of-interest analysis of reward-associated areas found that acute naltrexone increased BOLD signal in the striatum and pallidum. Moreover, naltrexone effects in the pallidum and putamen predicted individual reduction in AB to reward-conditioned distractors. These findings suggest that naltrexone's effects on AB primarily reflect not reward processing per se, but rather top-down control of attention. Our results suggest that the therapeutic actions of endogenous opioid blockade may reflect changes in basal ganglia function enabling resistance to distraction by attractive environmental cues, which could explain some variance in naltrexone's therapeutic efficacy.

3.
Addict Biol ; 28(5): e13274, 2023 05.
Article in English | MEDLINE | ID: mdl-37186442

ABSTRACT

Early life adversity (ELA) has long-lasting and potentially harmful effects on adult mental and physical health, including a higher likelihood of developing psychiatric conditions such as depression, anxiety and alcohol use disorder (AUD). It has been suggested that inflammation may play a role in linking ELA to the development of AUD. Here, we evaluated a number of predictive factors of high sensitivity C-reactive protein (hsCRP), a key inflammatory marker, and the potential mediating role of hsCRP in the relationship between ELA and alcohol misuse in adulthood. Data was collected from participants who participated in NIAAA screening protocols between January 2013 and December 2019. In this secondary analysis, we first tested, via multiple linear regression, potential predictors of hsCRP levels among adults with AUD (N = 781) and non-AUD (N = 440) individuals. We subsequently conducted mediation analyses to evaluate the potential role of hsCRP in the relationship between early life stress and alcohol use. Regression analysis showed that stress in early life, but not childhood trauma, significantly predicted increased hsCRP levels in adulthood (p < 0.05). Additionally, a greater amount of alcohol drinking, but not a diagnosis of AUD, significantly predicted increased hsCRP levels (p < 0.05). Furthermore, hsCRP mediated the relationship between early life stress and alcohol consumption. Early life stress and heavier alcohol drinking both predicted increased hsCRP levels; however, an AUD diagnosis did not. Elevated inflammation, due to and/or predicted by greater early life stress, may contribute to the development of unhealthy alcohol use in adulthood.


Subject(s)
Adverse Childhood Experiences , Alcoholism , Adult , Humans , C-Reactive Protein/metabolism , Inflammation , Alcoholism/epidemiology , Alcoholism/psychology , Alcohol Drinking
4.
Alcohol Alcohol ; 57(3): 330-339, 2022 May 10.
Article in English | MEDLINE | ID: mdl-34086845

ABSTRACT

AIMS: Important differences have been shown in alcohol drinking and cigarette smoking prevalence, patterns and consequences among individuals from different racial backgrounds. Alcohol and nicotine are often co-used, and the association between drinking and smoking may differ between racial groups-a question explored in the present study. METHODS: Data from the NIAAA natural history and screening protocols were utilized; non-Hispanic Black and non-Hispanic White individuals were included in the analyses [N = 1692; 65.2% male; 58.3% met criteria for current alcohol use disorder (AUD); 37.8% were current cigarette smokers]. Bivariate associations between assessments related to alcohol drinking and cigarette smoking were examined, and the strength and direction of these associations were compared between the two groups. RESULTS: The sample included 796 Black and 896 White individuals. Black participants had higher frequency (P < 0.0001) and severity (P = 0.007) of AUD, as well as higher frequency (P < 0.0001) of cigarette smoking. Bivariate analyses showed that the expected positive associations between alcohol drinking and cigarette smoking, observed among White individuals, were blunted or absent among Black individuals [age at first cigarette-AUD identification test (AUDIT) score: F(1, 292) = 7.60, P = 0.006; cigarette pack years-AUDIT score: F(1, 1111) = 10.97, P = 0.001]. CONCLUSIONS: Some decoupling in the association between alcohol drinking and cigarette smoking was found among Black compared to White individuals. The sample was drawn from a specific population enrolled in alcohol research protocols, which is a limitation of the present study. These preliminary findings highlight the importance of considering racial/ethnic background in preventive and therapeutic strategies for comorbid alcohol and nicotine use.


Subject(s)
Alcoholism , Cigarette Smoking , Alcohol Drinking/epidemiology , Alcoholism/epidemiology , Cigarette Smoking/epidemiology , Ethanol , Female , Humans , Male , Nicotine , Race Factors , White People
5.
Drug Alcohol Depend ; 221: 108638, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33667782

ABSTRACT

BACKGROUND: The relationship between alcohol use and metabolism has focused on the effects of alcohol use on metabolic factors. Metabolic factors, such as triglycerides, cholesterol, and glucose, have been shown to be associated with increased risk for heavy alcohol consumption and alcohol use disorder (AUD). It's been suggested that changes in metabolic factors may play a role in reward seeking behaviors and pathways. Studies on feeding behavior and obesity revealed the role of triglycerides in neural response to food cues in neurocircuitry regulating reward and feeding behaviors. This study aimed to explore the relationship of peripheral metabolism, alcohol use, and reward processing in individuals that use alcohol. METHODS: Ninety participants from a previously collected dataset were included in the analysis. Participants were treatment seeking, detoxified individuals with AUD and healthy individuals without AUD, with the following metabolic biomarkers: triglyceride, glucose, high- and low-density cholesterol, and HbA1c levels. Participants completed a neuroimaging version of the Monetary Incentive Delay task (MID). RESULTS: Correlations on peripheral metabolic biomarkers, alcohol use, and neural activity during reward anticipation and outcome during the MID task were not significant. Mediation models revealed triglycerides and high-density cholesterol had significant effects on left anterior insula during anticipation of potential monetary loss and this effect was not mediated by alcohol use. CONCLUSION: Limbic recruitment by anticipation of monetary rewards revealed an independent relationship with peripheral metabolism and was not affected by individual differences in alcohol use, despite the effects of alcohol use on metabolic markers and reward processing neural circuitry.


Subject(s)
Alcohol Drinking/metabolism , Alcoholism/diagnostic imaging , Alcoholism/metabolism , Anticipation, Psychological/physiology , Neuroimaging/methods , Reward , Adult , Alcohol Drinking/psychology , Alcoholism/psychology , Biomarkers/metabolism , Female , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Motivation/physiology , Young Adult
6.
Neuropsychopharmacology ; 46(8): 1421-1431, 2021 07.
Article in English | MEDLINE | ID: mdl-33727642

ABSTRACT

Individuals who abuse alcohol often show exaggerated attentional bias (AB) towards alcohol-related cues, which is thought to reflect reward conditioning processes. Rodent studies indicate that dopaminergic pathways play a key role in conditioned responses to reward- and alcohol-associated cues. However, investigation of the dopaminergic circuitry mediating this process in humans remains limited. We hypothesized that depletion of central dopamine levels in adult alcohol drinkers would attenuate AB and that these effects would be mediated by altered function in frontolimbic circuitry. Thirty-four male participants (22-38 years, including both social and heavy drinkers) underwent a two-session, placebo-controlled, double-blind dopamine precursor depletion procedure. At each visit, participants consumed either a balanced amino acid (control) beverage or an amino acid beverage lacking dopamine precursors (order counterbalanced), underwent resting-state fMRI, and completed behavioral testing on three AB tasks: an alcohol dot-probe task, an alcohol attentional blink task, and a task measuring AB to a reward-conditioned cue. Dopamine depletion significantly diminished AB in each behavioral task, with larger effects among subjects reporting higher levels of binge drinking. The depletion procedure significantly decreased resting-state functional connectivity among ventral tegmental area, striatum, amygdala, and prefrontal regions. Beverage-related AB decreases were mediated by decreases in functional connectivity between the fronto-insular cortex and striatum and, for alcohol AB only, between anterior cingulate cortex and amygdala. The results support a substantial role for dopamine in AB, and suggest specific dopamine-modulated functional connections between frontal, limbic, striatal, and brainstem regions mediate general reward AB versus alcohol AB.


Subject(s)
Attentional Bias , Dopamine , Adult , Brain/diagnostic imaging , Cues , Ethanol , Humans , Magnetic Resonance Imaging , Male
7.
Neurobiol Aging ; 91: 125-135, 2020 07.
Article in English | MEDLINE | ID: mdl-32241582

ABSTRACT

Contingency awareness is thought to rely on an intact medial temporal lobe and also appears to be a function of age, as older subjects tend to be less aware. The current investigation used functional magnetic resonance imaging, transcranial direct current stimulation, and eyeblink classical conditioning to study brain processes related to contingency awareness as a function of age. Older adults were significantly less aware of the relationship between the tone-airpuff pairings than younger adults. Greater right parietal functional magnetic resonance imaging activation was associated with higher levels of contingency awareness for younger and older subjects. Cathodal transcranial direct current stimulation over the right parietal lobe led to lower levels of awareness in younger subjects without disrupting conditioned responses. Older adults exhibited hyperactivations in the parietal and medial temporal lobes, despite showing no conditioning deficits. These findings strongly support the idea that the parietal cortex serves as a substrate for contingency awareness and that age-related disruption of this region is sufficient to impair awareness, which may be a manifestation of some form of naturally occurring age-related neglect.


Subject(s)
Aging/psychology , Awareness/physiology , Parietal Lobe/physiology , Adult , Aged , Blinking , Conditioning, Classical , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Parietal Lobe/diagnostic imaging , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiology , Transcranial Direct Current Stimulation/methods , Young Adult
8.
Alcohol Clin Exp Res ; 44(5): 1099-1111, 2020 05.
Article in English | MEDLINE | ID: mdl-32339317

ABSTRACT

BACKGROUND: Functional MRI (fMRI) task-related analyses rely on an estimate of the brain's hemodynamic response function (HRF) to model the brain's response to events. Although changes in the HRF have been found after acute alcohol administration, the effects of heavy chronic alcohol consumption on the HRF have not been explored, and the potential benefits or pitfalls of estimating each individual's HRF on fMRI analyses of chronic alcohol use disorder (AUD) are not known. METHODS: Participants with AUD and controls (CTL) received structural, functional, and vascular scans. During fMRI, participants were cued to tap their fingers, and averaged responses were extracted from the motor cortex. Curve fitting on these HRFs modeled them as a difference between 2 gamma distributions, and the temporal occurrence of the main peak and undershoot of the HRF was computed from the mean of the first and second gamma distributions, respectively. RESULTS: ANOVA and regression analyses found that the timing of the HRF undershoot increased significantly as a function of total lifetime drinking. Although gray matter volume in the motor cortex decreased with lifetime drinking, this was not sufficient to explain undershoot timing shifts, and vascular factors measured in the motor cortex did not differ among groups. Comparison of random-effects analyses using custom-fitted and canonical HRFs for CTL and AUD groups showed better results throughout the brain for custom-fitted versus canonical HRFs for CTL subjects. For AUD subjects, the same was true except for the basal ganglia. CONCLUSIONS: These findings suggest that excessive alcohol consumption is associated with changes in the HRF undershoot. HRF changes could provide a possible biomarker for the effects of lifetime drinking on brain function. Changes in HRF topography affect fMRI activation measures, and subject-specific HRFs generally improve fMRI activation results.


Subject(s)
Alcoholism/physiopathology , Brain/blood supply , Hemodynamics/drug effects , Adult , Brain/pathology , Brain/physiopathology , Ethanol/administration & dosage , Female , Gray Matter/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Motor Cortex/blood supply , Motor Cortex/pathology , Motor Cortex/physiopathology , Smoking
9.
Alcohol Clin Exp Res ; 44(3): 620-631, 2020 03.
Article in English | MEDLINE | ID: mdl-31984510

ABSTRACT

BACKGROUND: Excessive alcohol consumption produces changes in the brain that often lead to cognitive impairments. One fundamental form of learning, eyeblink classical conditioning (EBC), has been widely used to study the neurobiology of learning and memory. Participants with alcohol use disorders (AUD) have consistently shown a behavioral deficit in EBC. The present functional magnetic resonance imaging (fMRI) study is the first to examine brain function during conditioning in abstinent AUD participants and healthy participants. METHODS: AUD participants met DSM-IV criteria for alcohol dependence, had at least a 10-year history of heavy drinking, and were abstinent from alcohol for at least 30 days. During fMRI, participants received auditory tones that predicted the occurrence of corneal airpuffs. Anticipatory eyeblink responses to these tones were monitored during the experiment to assess learning-related changes. RESULTS: Behavioral results indicate that AUD participants showed significant conditioning deficits and that their history of lifetime drinks corresponded to these deficits. Despite this learning impairment, AUD participants showed hyperactivation in several key cerebellar structures (including lobule VI) during conditioning. For all participants, history of lifetime drinks corresponded with their lobule VI activity. CONCLUSIONS: These findings suggest that excessive alcohol consumption is associated with abnormal cerebellar hyperactivation and conditioning impairments.


Subject(s)
Alcoholism/physiopathology , Cerebellum/physiopathology , Conditioning, Eyelid/physiology , Acoustic Stimulation , Adult , Blinking , Cognitive Dysfunction/chemically induced , Cognitive Dysfunction/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged
10.
Physiol Behav ; 204: 49-57, 2019 05 15.
Article in English | MEDLINE | ID: mdl-30738971

ABSTRACT

Alcohol use disorder (AUD) is a leading cause of morbidity and mortality worldwide. However, treatment options, including pharmacotherapies, are limited in number and efficacy. Accumulating evidence suggests that elements of the gut-brain axis, such as neuroendocrine pathways and gut microbiome, are involved in the pathophysiology of AUD and, therefore, may be investigated as potential therapeutic targets. One pathway that has begun to be examined in this regard is the ghrelin system. Here, we review preclinical and clinical data on the relationship between ghrelin and alcohol-related outcomes, with a special focus on the role of the ghrelin system as a treatment target for AUD. Observational studies indicate that endogenous ghrelin levels are positively associated with craving for alcohol, subjective responses to alcohol, and brain activity in response to alcohol cues. Knockout rodent models suggest that deletion of the ghrelin peptide or receptor gene leads to reduction of alcohol intake and other alcohol-related outcomes. Different research groups have found that ghrelin administration increases, while ghrelin receptor (GHS-R1a) blockade reduces alcohol intake and other alcohol-related outcomes in rodents. Ghrelin administration in heavy-drinking individuals increases alcohol craving and self-administration and modulates brain activity in response to alcohol reward anticipation. PF-5190457, a GHS-R1a blocker, has been shown to be safe and tolerable when co-administered with alcohol. Furthermore, preliminary results suggest that this compound may reduce cue-elicited craving for alcohol in heavy-drinking individuals - a finding in need of replication. Collectively, the existing literature supports further examination of the ghrelin system as a therapeutic target for AUD. More research is also needed to understand the biobehavioral and molecular mechanisms underlying ghrelin's functions and to examine different interventional approaches to target the ghrelin system for AUD treatment.


Subject(s)
Alcoholism/drug therapy , Gastrointestinal Hormones/physiology , Ghrelin/physiology , Animals , Ghrelin/drug effects , Humans
11.
Exp Clin Psychopharmacol ; 21(6): 499-506, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24128148

ABSTRACT

Attentional biases for drug-related stimuli play a prominent role in addiction, predicting treatment outcomes. Attentional biases also develop for stimuli that have been paired with nondrug rewards in adults without a history of addiction, the magnitude of which is predicted by visual working-memory capacity and impulsiveness. We tested the hypothesis that addiction is associated with an increased attentional bias for nondrug (monetary) reward relative to that of healthy controls, and that this bias is related to working-memory impairments and increased impulsiveness. Seventeen patients receiving methadone-maintenance treatment for opioid dependence and 17 healthy controls participated. Impulsiveness was measured using the Barratt Impulsiveness Scale (BIS-11; Patton, Stanford, & Barratt, 1995), visual working-memory capacity was measured as the ability to recognize briefly presented color stimuli, and attentional bias was measured as the magnitude of response time slowing caused by irrelevant but previously reward-associated distractors in a visual-search task. The results showed that attention was biased toward the distractors across all participants, replicating previous findings. It is important to note, this bias was significantly greater in the patients than in the controls and was negatively correlated with visual working-memory capacity. Patients were also significantly more impulsive than controls as a group. Our findings demonstrate that patients in treatment for addiction experience greater difficulty ignoring stimuli associated with nondrug reward. This nonspecific reward-related bias could mediate the distracting quality of drug-related stimuli previously observed in addiction.


Subject(s)
Attention/physiology , Behavior, Addictive/physiopathology , Reward , Adult , Behavior, Addictive/drug therapy , Female , Humans , Impulsive Behavior/drug therapy , Impulsive Behavior/physiopathology , Male , Memory, Short-Term/physiology , Methadone/therapeutic use , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/physiopathology , Photic Stimulation , Reaction Time
12.
Cerebellum ; 11(1): 300-10, 2012 Mar.
Article in English | MEDLINE | ID: mdl-21892700

ABSTRACT

Working memory is impaired in opioid-dependent individuals, yet the neural underpinnings of working memory in this population are largely unknown. Previous studies in healthy adults have demonstrated that working memory is supported by a network of brain regions that includes a cerebro-cerebellar circuit. The cerebellum, in particular, may be important for inner speech mechanisms that assist verbal working memory. This study used functional magnetic resonance imaging to examine brain activity associated with working memory in five opioid-dependent, methadone-maintained patients and five matched, healthy controls. An item recognition task was administered in two conditions: (1) a low working memory load "match" condition in which participants determined whether target letters presented at the beginning of the trial matched a probe item, and (2) a high working memory load "manipulation" condition in which participants counted two alphabetical letters forward of each of the targets and determined whether either of these new items matched a probe item. Response times and accuracy scores were not significantly different between the groups. FMRI analyses indicated that, in association with higher working memory load ("manipulation" condition), the patient group exhibited hyperactivity in the superior and inferior cerebellum and amygdala relative to that of controls. At a more liberal statistical threshold, patients exhibited hypoactivity in the left prefrontal and medial frontal/pre-SMA regions. These results indicate that verbal working memory in opioid-dependent individuals involves a disrupted cerebro-cerebellar circuit and shed light on the neuroanatomical basis of working memory impairments in this population.


Subject(s)
Cerebellar Diseases/physiopathology , Cerebellum/physiopathology , Memory Disorders/physiopathology , Memory, Short-Term/physiology , Methadone/therapeutic use , Opioid-Related Disorders/physiopathology , Adult , Cerebellar Diseases/chemically induced , Cerebellar Diseases/diagnosis , Cerebellum/anatomy & histology , Cerebellum/drug effects , Female , Humans , Magnetic Resonance Imaging/methods , Male , Memory Disorders/chemically induced , Memory Disorders/diagnosis , Memory, Short-Term/drug effects , Methadone/adverse effects , Middle Aged , Narcotics/adverse effects , Narcotics/therapeutic use , Opioid-Related Disorders/complications , Opioid-Related Disorders/drug therapy
13.
Psychol Aging ; 25(3): 684-90, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20677885

ABSTRACT

Normal aging has been shown to impact performance during human eyeblink classical conditioning, with older adults showing lower conditioning levels than younger adults. Previous findings showed younger adults can acquire both delay and trace conditioning concurrently, but it is not known whether older adults can learn under the same conditions. Present results indicated older adults did not produce a significantly greater number of conditioned responses during acquisition, but their ability to time eyeblink responses prior to the unconditioned stimulus was preserved. The decline in eyeblink conditioning that typically accompanies aging has been extended to concurrent presentations of delay and trace conditioning trials.


Subject(s)
Aging/physiology , Aging/psychology , Blinking/physiology , Conditioning, Eyelid/physiology , Memory/physiology , Age Factors , Aged , Cerebellum/physiology , Female , Hippocampus/physiology , Humans , Learning , Male , Middle Aged , Reaction Time , Young Adult
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