Carl A. Roberts’s research while affiliated with University of Liverpool and other places

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Publications (43)


Associations Between Motivations for Cannabis Use and "the Munchies": Construct Validity of the Cannabinoid Eating Experience Questionnaire
  • Article

September 2024

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3 Reads

Jennifer Davies-Owen

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Paul Christiansen

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Carl Alexander Roberts

Background: The Cannabis Eating Experience Questionnaire (CEEQ) was developed and validated with a two-factor structure for the assessment of cannabis effects on both the appetitive factors that initiate eating and the hedonic factors that maintain an eating episode. The relationship between the CEEQ and cannabis use motives has not yet been considered. The study aimed to confirm the two-factor structure of the CEEQ and explore associations with the five-factor Marijuana Motives Questionnaire (MMQ). Method: Cannabis users (N = 546) completed the CEEQ alongside the MMQ in an online survey. Results: Confirmatory factor analysis (CFA) confirmed the two-factor structure of the CEEQ and the five-factor structure of the MMQ. Structural equation modeling (SEM) tested associations between each factor of the CEEQ and cannabis use motives. Cannabis use motives of "enhancement" and "conformity" were both positively associated with "hedonic" and "appetitive" subscales of the CEEQ, and "coping" was associated with increased "appetitive" scores. The "social" cannabis use motive was negatively associated with both "hedonic" and "appetitive" subscales on CEEQ, and "expansion" was negatively associated with the "appetitive" subscale. Conclusion: We provide further support for the construct validity of the CEEQ that provides a useful assessment of cannabis effects on hedonic and appetitive aspects of eating and show for the first time that cannabis use motives influence eating experiences in distinct ways. Further understanding of the relationship between cannabis use motives and the effects of cannabis on appetite may prove a useful for informing therapeutic applications of cannabis stimulating appetite or promoting weight gain.


Cannabis Dependence is Associated with Reduced Hippocampal Subregion Volumes Independently of Sex: Findings from an ENIGMA Addiction Working Group Multi-Country Study

March 2024

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67 Reads

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1 Citation

Cannabis and Cannabinoid Research

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Eugene McTavish

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[...]

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Carl A Roberts

Background: Males and females who consume cannabis can experience different mental health and cognitive problems. Neuroscientific theories of addiction postulate that dependence is underscored by neuroadaptations, but do not account for the contribution of distinct sexes. Further, there is little evidence for sex differences in the neurobiology of cannabis dependence as most neuroimaging studies have been conducted in largely male samples in which cannabis dependence, as opposed to use, is often not ascertained. Methods: We examined subregional hippocampus and amygdala volumetry in a sample of 206 people recruited from the ENIGMA Addiction Working Group. They included 59 people with cannabis dependence (17 females), 49 cannabis users without cannabis dependence (20 females), and 98 controls (33 females). Results: We found no group-by-sex effect on subregional volumetry. The left hippocampal cornu ammonis subfield 1 (CA1) volumes were lower in dependent cannabis users compared with non-dependent cannabis users (p<0.001, d=0.32) and with controls (p=0.022, d=0.18). Further, the left cornu ammonis subfield 3 (CA3) and left dentate gyrus volumes were lower in dependent versus non-dependent cannabis users but not versus controls (p=0.002, d=0.37, and p=0.002, d=0.31, respectively). All models controlled for age, intelligence quotient (IQ), alcohol and tobacco use, and intracranial volume. Amygdala volumetry was not affected by group or group-by-sex, but was smaller in females than males. Conclusions: Our findings suggest that the relationship between cannabis dependence and subregional volumetry was not moderated by sex. Specifically, dependent (rather than non-dependent) cannabis use may be associated with alterations in selected hippocampus subfields high in cannabinoid type 1 (CB1) receptors and implicated in addictive behavior. As these data are cross-sectional, it is plausible that differences predate cannabis dependence onset and contribute to the initiation of cannabis dependence. Longitudinal neuroimaging work is required to examine the time-course of the onset of subregional hippocampal alterations in cannabis dependence, and their progression as cannabis dependence exacerbates or recovers over time.



Food and non‐alcoholic beverage marketing in children and adults: A systematic review and activation likelihood estimation meta‐analysis of functional magnetic resonance imaging studies

September 2023

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20 Reads

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2 Citations

Obesity Reviews

Food marketing impacts the food behaviors of children and adults, but the underpinning neural mechanisms are poorly understood. This systematic review and meta‐analysis pooled evidence from neuroimaging studies of exposure to food marketing stimuli (vs. control) on brain activations in children and adults to clarify regions associated with responding. Databases were searched for articles published to March 2022. Inclusion criteria included human functional magnetic resonance imaging (fMRI) studies employing a contrast between a food marketing stimulus and a non‐food/non‐exposure control, published in English in a peer‐reviewed journal, reporting whole brain (not Region of Interest [ROI] only) co‐ordinates. Eleven studies met inclusion criteria, of which eight were included in the quantitative synthesis (Activation Likelihood Estimation [ALE] meta‐analysis). Food marketing exposures (vs. controls) produced greater activation in two clusters lying across the middle occipital gyrus, lingual gyrus, and cuneus (cluster 1), and the postcentral gyrus, precentral gyrus, and the inferior parietal lobule/supramarginal gyrus (cluster 2). Brain responses to food marketing are most consistently observed in areas relating to visual processing, attention, sensorimotor activity, and emotional processing. Subgroup analyses (e.g., adults vs. children) were not possible because of the paucity of data, and sensitivity analyses highlighted some instability in the clusters; therefore, conclusions remain tentative pending further research.


No evidence of compensatory changes in energy balance, despite reductions in body weight and liver fat, during dapagliflozin treatment in type 2 diabetes mellitus: A randomized, double-blind, placebo-controlled, cross-over trial (ENERGIZE)

September 2023

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36 Reads

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3 Citations

Diabetes Obesity and Metabolism

Aim: This study assessed the impact of dapagliflozin on food intake, eating behaviour, energy expenditure, magnetic resonance imaging (MRI)-determined brain response to food cues and body composition in patients with type 2 diabetes mellitus (T2D). Materials and methods: Patients were given dapagliflozin 10 mg once daily in a randomized, double-blind, placebo-controlled trial with short-term (1 week) and long-term (12 weeks) cross-over periods. The primary outcome was the difference in test meal food intake between long-term dapagliflozin and placebo treatment. Secondary outcomes included short-term differences in test meal food intake, short- and long-term differences in appetite and eating rate, energy expenditure and functional MRI brain activity in relation to food images. We determined differences in glycated haemoglobin, weight, liver fat (by 1 H magnetic resonance spectroscopy) and subcutaneous/visceral adipose tissue volumes (by MRI). Results: In total, 52 patients (43% were women) were randomized; with the analysis of 49 patients: median age 58 years, weight 99.1 kg, body mass index 35 kg/m2 , glycated haemoglobin 49 mmol/mol. Dapagliflozin reduced glycated haemoglobin by 9.7 mmol/mol [95% confidence interval (CI) 3.91-16.27, p = .004], and body weight (-2.84 vs. -0.87 kg) versus placebo. There was no short- or long-term difference in test meal food intake between dapagliflozin and placebo [mean difference 5.7 g (95% CI -127.9 to 139.3, p = .933); 15.8 g (95% CI -147.7 to 116.1, p = .813), respectively] nor in the rate of eating, energy expenditure, appetite, or brain responses to food cues. Liver fat (median reduction -4.7 vs. 1.95%), but not subcutaneous/visceral adipose tissue, decreased significantly with 12 weeks of dapagliflozin. Conclusions: The reduction in body weight and liver fat with dapagliflozin was not associated with compensatory adaptations in food intake or energy expenditure.



Flow chart outlining the formal search and eligibility screening process
The location of significant ALE clusters from the meta-analysis of concordant activations for WTP
A–F show coronal and sagittal slices at the cluster peak in: (A) vmPFC with sub-cluster in the ACC, (B) right dlPFC, (C) left VS, (D) right VS, (E) right IFG and (F) right AI. (G) shows all clusters in axial orientation. Results are displayed overlaid onto a standardized MNI template anatomical brain. ALE scores are indicated by the colour bar.
The location of significant clusters from conjunction and contrast analyses of ALE maps for concurrent (inside) and consecutive (outside) recordings
Results are displayed overlaid onto standardized MNI template anatomical brain in as a montage of sagittal, coronal and axial slices through the clusters. ALE scores are indicated by the colour bars.
Studies and experiments included in ALE meta-analyses on willingness-to-pay in human adults
Locations of significant clusters from the ALE map of WTP

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Economic value in the Brain: A meta-analysis of willingness-to-pay using the Becker-DeGroot-Marschak auction
  • Article
  • Full-text available

July 2023

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79 Reads

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6 Citations

Forming and comparing subjective values (SVs) of choice options is a critical stage of decision-making. Previous studies have highlighted a complex network of brain regions involved in this process by utilising a diverse range of tasks and stimuli, varying in economic, hedonic and sensory qualities. However, the heterogeneity of tasks and sensory modalities may systematically confound the set of regions mediating the SVs of goods. To identify and delineate the core brain valuation system involved in processing SV, we utilised the Becker-DeGroot-Marschak (BDM) auction, an incentivised demand-revealing mechanism which quantifies SV through the economic metric of willingness-to-pay (WTP). A coordinate-based activation likelihood estimation meta-analysis analysed twenty-four fMRI studies employing a BDM task (731 participants; 190 foci). Using an additional contrast analysis, we also investigated whether this encoding of SV would be invariant to the concurrency of auction task and fMRI recordings. A fail-safe number analysis was conducted to explore potential publication bias. WTP positively correlated with fMRI-BOLD activations in the left ventromedial prefrontal cortex with a sub-cluster extending into anterior cingulate cortex, bilateral ventral striatum, right dorsolateral prefrontal cortex, right inferior frontal gyrus, and right anterior insula. Contrast analysis identified preferential engagement of the mentalizing-related structures in response to concurrent scanning. Together, our findings offer succinct empirical support for the core structures participating in the formation of SV, separate from the hedonic aspects of reward and evaluated in terms of WTP using BDM, and show the selective involvement of inhibition-related brain structures during active valuation.

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A systematic review of ecological momentary assessment studies of appetite and affect in the experience of temptations and lapses during weight loss dieting

July 2023

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24 Reads

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1 Citation

Obesity Reviews

Dietary temptations and lapses challenge control over eating and act as barriers toward successful weight loss. These are difficult to assess in laboratory settings or with retrospective measures as they occur momentarily and driven by the current environment. A better understanding of how these experiences unfold within real-world dieting attempts could help inform strategies to increase the capacity to cope with the changes in appetitive and affective factors that surround these experiences. We performed a narrative synthesis on the empirical evidence of appetitive and affective outcomes measured using ecological momentary assessment (EMA) during dieting in individuals with obesity and their association with dietary temptations and lapses. A search of three databases (Scopus, Medline, and PsycInfo) identified 10 studies. Within-person changes in appetite and affect accompany temptations and lapses and are observable in the moments precipitating a lapse. Lapsing in response to these may be mediated through the strength of a temptation. Negative abstinence-violation effects occur following a lapse, which negatively impact self-attitudes. Engagement in coping strategies during temptations is effective for preventing lapses. These findings indicate that monitoring changes in sensations during dieting could help identify the crucial moments when coping strategies are most effective for aiding with dietary adherence.


A validation of a questionnaire to assess consumer attitudes towards artificial sweeteners

August 2022

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63 Reads

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5 Citations

Food Quality and Preference

Bearth and colleagues’ (2014) Perception of Artificial Sweetener Scale (PASS) has been widely used but has yet to be subject to thorough psychometric evaluation. The current study aimed to assess the factor structure and internal reliability of the scale, as well as assess its predictive utility. In a pre-registered study, 489 participants (age range 18-86 y) completed the attitudes towards sweeteners scale and a survey assessing their sweetener consumption over the past month. Initial confirmatory factor analysis showed an acceptable to poor fit of the scale largely due to three reverse coded items. Upon their removal model fit was excellent and McDonald’s Omega values showed good internal reliability for all subscales. Zero inflated (hurdle) negative binomial regression revealed that higher scores on the risk subscale, lower scores on the benefit subscale, and older age were associated with avoidance of sweeteners. Of those who did consume sweeteners, greater perceived benefit was associated with increased consumption. The current study recommends that a shorter version of the PASS (PASS-23) should be used in future research with this scale showing good psychometric properties. Furthermore, it suggests that if sweetener over sugar consumption is to be encouraged, perceived risk and benefits should be targeted in public health messaging.


The impact of alcohol priming on craving and motivation to drink: a meta‐analysis

May 2022

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69 Reads

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7 Citations

Addiction

Background & aims: An initial dose of alcohol can motivate - or prime - further drinking and may precipitate (re)lapse and bingeing. Lab-based studies have investigated the alcohol priming effect; however, heterogeneity in designs has resulted in some inconsistent findings. The aims of this meta-analysis were to i) determine the pooled effect size for motivation to drink following priming, measured by alcohol consumption and craving, and ii) examine whether design characteristics influenced any priming effect. Methods: Literature searches of PsycINFO, PubMed and Scopus in October 2020 (updated October 2021) identified lab-based alcohol priming studies which assessed effect of priming on motivation to drink. A tailored risk-of-bias tool assessed quality of lab-based studies. Random effects meta-analyses were computed on outcome data from 38 studies comparing the effect of a priming dose of alcohol against control on subsequent alcohol consumption/self-reported craving. Study characteristics that might have affected outcomes were design type (within/between-participant), dose of prime, time of motivation assessment, type of control drink (placebo alcohol/soft drink). Results: Relative to control, alcohol had a small-to-moderate priming effect on subsequent alcohol consumption (standardised mean difference [SMD] = .336 [95% confidence interval [CI]: .171, .500) and craving (SMD = .431 [95% CI: .306, .555]). Aspects of study design differentially affected consumption and craving. The size of the priming dose had no effect on consumption, but larger doses were sometimes associated with greater craving (with craving generally following the blood alcohol curve). Alcohol priming effects for consumption, but not craving, were smaller when compared with placebo, relative to soft drink, control. Conclusions: Lab-based alcohol priming studies are a valid paradigm from which to investigate the impact of acute intoxication on alcohol motivation. Designs are needed which assess the impact of acute consumption on motivation to drink in more varied and realistic ways.


Citations (32)


... Studies have sought to address this by using functional magnetic resonance imaging to capture neurological responses to food marketing exposure in children and adults. Activations have most consistently been identified in areas relating to visual processing, attention, sensorimotor activity, and emotional processing (13). In a US study, children's (N = 115) neural responses to marketing varied depending on the marketing medium shown. ...

Reference:

Unhealthy Food and Beverage Marketing to Children in the Digital Age: Global Research and Policy Challenges and Priorities
Food and non‐alcoholic beverage marketing in children and adults: A systematic review and activation likelihood estimation meta‐analysis of functional magnetic resonance imaging studies
  • Citing Article
  • September 2023

Obesity Reviews

... However, ongoing studies on the subject have led to different views, finding that the long-term effect of weight loss with SGLT-2 inhibitors does not persist and stating that other explanations are needed. 20,21 In our study, the significant decrease in weight loss again at Week 156, which is called the long-term, supports that there may be other underlying mechanisms. In other words, it is necessary to look beyond mathematical models and randomized controlled trials to see the effects of SGLT-2 inhibitors on weight in the long term. ...

No evidence of compensatory changes in energy balance, despite reductions in body weight and liver fat, during dapagliflozin treatment in type 2 diabetes mellitus: A randomized, double-blind, placebo-controlled, cross-over trial (ENERGIZE)
  • Citing Article
  • September 2023

Diabetes Obesity and Metabolism

... The dorsolateral prefrontal cortex is believed to be involved in subjective value assessment and decision processing, playing a critical role in value computation [51]. Research has found that the activity level of the dorsolateral prefrontal cortex is positively correlated with willingness to pay [52]. The more pronounced activation of the dorsolateral prefrontal cortex in the social awe condition in this study may influence consumers' perception of prices, thus leading to a higher willingness to pay. ...

Economic value in the Brain: A meta-analysis of willingness-to-pay using the Becker-DeGroot-Marschak auction

... In recent years, the desirability for artificial sweeteners among older adults has started to decrease. One study examining artificial sweetener usage found that its older population (n = 199, age = 60+) was less likely consume artificial sweetener consumption in comparison to their younger counterparts (p = 0.001) (Christiansen et al., 2023). ...

A validation of a questionnaire to assess consumer attitudes towards artificial sweeteners
  • Citing Article
  • August 2022

Food Quality and Preference

... Cannabis users and people intoxicated with THC had altered function in the same regions and in brain striatal areas implicated in reward processing. These alterations were more consistently observed in persons with a history of chronic cannabis use [76]. ...

Brain Anatomical Alterations in Young Cannabis Users: Is it All Hype? A Meta-Analysis of Structural Neuroimaging Studies
  • Citing Article
  • April 2022

Cannabis and Cannabinoid Research

... This potentially affects memory, attention, and executive control, though the mechanism and potential reversibility of these changes remain unclear [69][70][71][72]. Some cognitive changes have been appreciated in adults with chronic recreational MDMA use, but no deficits were noted when MDMA-AP study participants underwent neuropsychiatric tests assessing for changes in attention and processing speed, expressive language, visuospatial and constructional abilities, memory, and mental flexibility [73,74]. ...

Neurological and cognitive alterations induced by MDMA in humans
  • Citing Article
  • October 2021

Experimental Neurology

... La evidencia reciente durante la pandemia de la COVID-19 demuestra que los motivos de afrontamiento tienen un rol importante en el uso de alcohol (13,14) . Los motivos de afrontamiento predijeron un mayor consumo entre los universitarios que beben alcohol (2,15) . ...

Longitudinal associations with alcohol consumption during the first COVID-19 lockdown: Associations with mood, drinking motives, context of drinking, and mental health
  • Citing Article
  • July 2021

Drug and Alcohol Dependence

... Another salient aspect to underline concerns emotional dysregulation, which plays a fundamental role in the predisposition to SUD as well as in the maintenance of the disorder and the recovery of global functioning even after remission [16,18,45]. To illustrate, neuroimaging studies [15,46] corroborated that a marked alteration of recognition and management of emotions favored the dual diagnosis (cocaine addiction and Cluster B PD). ...

Do comorbid personality disorders in cocaine dependence exacerbate neuroanatomical alterations? A structural neuroimaging study
  • Citing Article
  • March 2021

Progress in Neuro-Psychopharmacology and Biological Psychiatry

... Based on the evaluation of these three groups in terms of weight loss and regain patterns through the period in question, the changes in body weight following SG can be delineated into three distinct time periods. Starting with the initial phase or the first postoperative year, when the cumulative effect of mechanisms fostering weight loss (restriction, reduced energy absorption, changes in gastrointestinal hormones, alterations in appetite and food intake) outweighs counterregulatory mechanisms that promote weight gain (dilation of the gastric sleeve, gut adaptation, metabolic adaptation, genetic, biological, and psychological factors) resulting in sustained weight reduction [35][36][37][38][39]. Afterwards it is the second phase, between one and five years postoperatively, when the overall impact of mechanisms propels or hinders weight loss, dividing individuals to responders, good or partial, and weak responders respectively. ...

Mechanisms of weight regain

European Journal of Internal Medicine

... The theoretical understanding of obesity in older adults and understanding of the association between psychological correlates and obesity can guide the treatment strategies (Robinson et al., 2020). Thus, in order to guide this research study and amidst the lack of a conceptual model specific to obesity in older adults, authors utilized an evidence-based map of the psychological correlates for obesity formulated by Robinson et al. (2020) in their umbrella review of psychological correlates for heavier body weight. ...

The psychology of obesity: An umbrella review and evidence-based map of the psychological correlates of heavier body weight
  • Citing Article
  • December 2020

Neuroscience & Biobehavioral Reviews