Antoine Bechara’s research while affiliated with University of Southern California and other places

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Publications (327)


Physical Exercise to Redynamize Interoception in Substance use Disorders
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June 2024

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1,194 Reads

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6 Citations

Current Neuropharmacology

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Antoine Bechara

ABSTRACT Physical exercise is considered as a promising medication free and cost-effective adjunct treatment for substance use disorders (SUD). Nevertheless, evidence regarding the effectiveness of these interventions is currently limited, thereby signaling the need to better understand the mechanisms underlying their impact on SUD, in order to reframe and optimize them. Here we advance that physical exercise could be re-conceptualized as an “interoception booster”, namely as a way to help people with SUD to better decode and interpret bodily-related signals associated with transient states of homeostatic imbalances that usually trigger consumption. We first discuss how mismatches between current and desired bodily states influence the formation of reward-seeking states in SUD, in light of the insular cortex brain networks. Next, we detail effort perception during physical exercise, and discuss how it can be used as a relevant framework for re-dynamizing interoception in SUD. We conclude by providing perspectives and methodological considerations for applying the proposed approach to mixed design neurocognitive research on SUD.

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(A) Illustration of the bilateral vAI seed mask obtained from Chang et al.¹⁴ https://neurovault.org/collections/13/; the bilateral vAI mask is available at https://neurovault.org/collections/KLCKYNIT/); (B) overlap between the vAI seed mask (in green) and pattern of brain activation obtained by Brevers et al.⁶ on the ‘available minus non‐available betting’ contrast.
Cue‐exposure task. Examples of sport cues used and of one overview slide. Participants viewed cues representing real sport events that will take place soon and made available or blocked for betting. Participants were instructed to choose, after a run of 10 trials, the team they wanted to bet on. The red frame and the cross signal a trial non‐available for betting. The green frame and the check mark indicates a trial available for betting.
Whole group PPI. A, there was extended pattern of positive vAI‐centered PPI (in red); B, negative vAI‐centred PPI with the orbitofrontal cortex (in blue). All images were thresholded using FSL FLAME with a height threshold of z > 3.1 and a cluster probability of p < 0.05, FWE corrected for multiple comparisons across the whole brain. Left on right.
Between‐group PPI differences. (Ai) when using a threshold of z > 3.1, a between‐group difference was observed in the left lateral occipital cortex; (Aii) when using a height threshold of z > 2.3, between‐group differences extended in the left inferior frontal gyrus, the anterior cingulate gyrus, and the right frontal pole. (B) The red dot of box plots represent mean parameter estimate (PE) in the NPB (n = 35) and PB (n = 30) groups within the cluster of voxels showing significant activation in the left lateral occipital cortex (obtained with the threshold of z > 3.1) for the ‘available minus baseline’ (left panel) and the ‘non‐available minus baseline’ (right panel) contrasts. Left on right.
Increased ventral anterior insular connectivity to sports betting availability indexes problem gambling

March 2024

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162 Reads

With the advent of digital technologies, online sports betting is spurring a fast‐growing expansion. In this study, we examined how sports betting availability modulates the brain connectivity of frequent sports bettors with [problem bettors (PB)] or without [non‐problem bettors (NPB)] problematic sports betting. We conducted functional connectivity analyses centred on the ventral anterior insular cortex (vAI), a brain region playing a key role in the dynamic interplay between reward‐based processes. We re‐analysed a dataset on sports betting availability undertaken in PB (n = 30) and NPB (n = 35). Across all participants, we observed that sports betting availability elicited positive vAI coupling with extended clusters of brain activation (encompassing the putamen, cerebellum, occipital, temporal, precentral and central operculum regions) and negative vAI coupling with the orbitofrontal cortex. Between‐group analyses showed increased positive vAI coupling in the PB group, as compared with the NPB group, in the left lateral occipital cortex, extending to the left inferior frontal gyrus, the anterior cingulate gyrus and the right frontal pole. Taken together, these results are in line with the central assumptions of triadic models of addictions, which posit that the insular cortex plays a pivotal role in promoting the drive and motivation to get a reward by ‘hijacking’ goal‐oriented processes toward addiction‐related cues. Taken together, these findings showed that vAI functional connectivity is sensitive not only to gambling availability but also to the status of problematic sport betting.


Increased ventral anterior insular connectivity to sports betting availability indexes problem gambling

November 2023

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55 Reads

With the advent of digital technologies, online sports betting is spurring a fast-growing expansion. In this study, we examined how sports betting availability modulates the brain connectivity of frequent sports bettors with (problem bettors, PB) or without (non-problem bettors; NPB) problematic sports betting. We conducted functional connectivity analyses centered on the ventral anterior insular cortex (vAI), a brain region playing a key role in the dynamic interplay between reward-based processes. We re-analyzed a dataset on sports betting availability undertaken in PB (n = 30) and NPB (n = 35). Across all participants, we observed that sports betting availability elicited positive vAI coupling with extended clusters of brain activation (encompassing the putamen, cerebellum, occipital, temporal, precentral, and central operculum regions) and negative vAI coupling with the orbitofrontal cortex. Between-groups analyses showed increased positive vAI coupling in the PB group, as compared to the NPB group, in the left lateral occipital cortex, extending to the left inferior frontal gyrus, the anterior cingulate gyrus, and the right frontal pole. These results are in line with the central assumptions of triadic models of addictions, which posit that the insular cortex plays a pivotal role in promoting the drive and motivation to get a reward by "hijacking" goal-oriented processes toward addiction-related cues. Taken together, these findings showed that vAI functional connectivity is not only sensitive to gambling availability, but also to the status of problematic sport betting.



Brain modular connectivity interactions can predict proactive inhibition in smokers when facing smoking cues

May 2023

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41 Reads

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3 Citations

Proactive inhibition is a critical ability for smokers who seek to moderate or quit smoking. It allows them to pre-emptively refrain from seeking and using nicotine products, especially when facing salient smoking cues in daily life. Nevertheless, there is limited knowledge on the impact of salient cues on behavioural and neural aspects of proactive inhibition, especially in smokers with nicotine withdrawal. Here, we seek to bridge this gap. To this end, we recruited 26 smokers to complete a stop-signal anticipant task (SSAT) in two separate sessions: once in the neutral cue condition and once in the smoking cue condition. We used graph-based modularity analysis to identify the modular structures of proactive inhibition-related network during the SSAT and further investigated how the interactions within and between these modules could be modulated by different proactive inhibition demands and salient smoking cues. Findings pointed to three stable brain modules involved in the dynamical processes of proactive inhibition: the sensorimotor network (SMN), cognitive control network (CCN) and default-mode network (DMN). With the increase in demands, functional connectivity increased within the SMN, CCN and between SMN-CCN and decreased within the DMN and between SMN-DMN and CCN-DMN. Salient smoking cues disturbed the effective dynamic interactions of brain modules. The profiles for those functional interactions successfully predicted the behavioural performance of proactive inhibition in abstinent smokers. These findings advance our understanding of the neural mechanisms of proactive inhibition from a large-scale network perspective. They can shed light on developing specific interventions for abstinent smokers.




Fig. 2. A. Two-step decision task. (First step) Participants chose between the two images, leading preferentially to a green or a blue screen, according to fixed probabilities. (Second step) Subjects chose between the two images linked to probabilities to win money. Those probabilities slowly changed with time and differed according to the background color. B. Second step's changes in the probability of reward. C. Trial's design. D. Theoretical decision pattern according to a pure MF strategy and to a pure MB strategy
Fig. 3. Cortisol and self-reported measures for the group that underwent the cold-pressor task (SECPT) and the Warm-Pressor Task (WPT). Graphs show mean values ±SE. P-values of the effect of interaction between time and procedure are reported p P < 0.05, pp P < 0.01, ppp P < 0.001
The modulation of acute stress on model-free and model-based reinforcement learning in gambling disorder

September 2022

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109 Reads

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11 Citations

Journal of Behavioral Addictions

Background and aims Experiencing acute stress is common in behavioral addictions such as gambling disorder. Additionally, like most substance-induced addictions, aberrant decision-making wherein a reactive habit-induced response (conceptualized as a Model-free [MF] in reinforcement learning) suppresses a flexible goal-directed response (conceptualized as a Model-based [MB]) is also common in gambling disorder. In the current study we investigated the influence of acute stress on the balance between habitual response and the goal-directed system. Methods A sample of N = 116 problem gamblers (PG) and healthy controls (HC) performed an acute stress task – the Socially Evaluated Cold pressure task (SECPT) – or a control task. Self-reported stress and salivary cortisol were collected as measures of acute stress. Following the SECPT, participants performed the Two-Step Markov Task to account for the relative contribution of MB and MF strategies. Additionally, verbal working memory and IQ measures were collected to account for their mediating effects on the orchestration between MB/MF and the impact of stress. Results Both groups had comparable baseline and stress-induced cortisol response to the SECPT. Non-stressed PG displayed lower MB learning than HC. MANOVA and regression analyses showed a deleterious effect of stress-induced cortisol response on the orchestration between MB and MF learning in HC but not in PG. These effects remained when controlling for working memory and IQ. Discussion and Conclusions We found an abnormal pattern of modulation of stress on the orchestration between MB and MF learning among PG. Several interpretations and future research directions are discussed.


The modulation of acute stress on Model-Free and Model-Based reinforcement learning in Gambling Disorder

May 2022

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100 Reads

Background and aims Experiencing acute stress is common in behavioral addictions such as gambling disorder. Additionally, like most substance-induced addictions, aberrant decision-making wherein a reactive habit-induced response (conceptualized as a Model-free [MF] in reinforcement learning) suppresses a flexible goal-directed response (conceptualized as a Model-based [MB]) is also common in gambling disorder. In the current study we investigated the influence of acute stress on the balance between habitual response and the goal-directed system. Methods A sample of N = 116 pathological gamblers (PG) and healthy controls (HC) performed an acute stress task – the Socially Evaluated Cold pressure task (SECPT) – or a control task. Self-reported stress and salivary cortisol were collected as measures of acute stress. Following the SECPT, participants performed the Two-Step Markov Task to account for the relative contribution of MB and MF strategies. Additionally, verbal working-memory and IQ measures were collected to account for their mediating effects on the orchestration between MB/MF and the impact of stress. Results Both groups had comparable baseline and stress-induced cortisol response to the SECPT. Non-stressed PG displayed lower MB learning than HC. MANOVA and regression analyses showed a deleterious effect of stress-induced cortisol response on the orchestration between MB and MF learning in HC but not in PG. Neither working memory nor IQ mediated these effects. Discussion and Conclusions Despite normal cortisol response to stress, we found an abnormal pattern of modulation of stress on the orchestration between MB and MF learning among PG.


How distinct functional insular subdivisions mediate interacting neurocognitive systems

May 2022

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68 Reads

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27 Citations

Cerebral Cortex

Recent neurocognitive models propose that the insula serves as a hub of interoceptive awareness system, modulating 2 interplaying neurocognitive systems: The posterior insula (PI) receives and integrates various interoceptive signals; these signals are then transmitted to the anterior insula for processing higher-order representations into awareness, where the dorsal anterior insula (dAI) modulates the prefrontal self-control system and the ventral anterior insula (vAI) modulates the amygdala (AMG)-striatal reward-seeking circuit. We sought to test this view using a multimodal approach. We first used a resting-state functional magnetic resonance imaging (fMRI) approach with a sample of 120 undergraduate students. Then, we unpacked the neuro-cognitive association between insular connectivity and cognitive performance during an Iowa gambling fMRI task. Lastly, an independent Open Southwest University Longitudinal Imaging Multimodal dataset was used to validate the results. Findings suggested that the dAI was predominantly connected to the prefrontal regions; the vAI was primarily connected to the AMG–ventral–striatum system; and the PI was mainly connected to the visceral-sensorimotor system. Moreover, cognitive scores were positively correlated with FC between dAI and the self-control process of ventrolateral prefrontal cortex and were negatively correlated with FC between vAI and the reward-seeking process of orbitofrontal cortex and subgenual anterior cingulate cortex. The findings highlight the roles of our theorized subinsular functionality in the overall operation of the neural cognitive systems.


Citations (74)


... Some researchers wonder whether some behaviors are impulsive or compulsive disorders rather than addictions (see Blum & Grant, 2020). When one considers the current status of neurobiological knowledge (or lack thereof ) regarding even currently recognized addictions (see Burger, Shearrer & Sadler, 2020;Christie & Bechara, 2020;Vaccaro & Potenza, 2020), one may begin to assert that subjective experience and common criteria are the best sources of information availablewhich do permit examination of addictions as a quantitative phenomenon that can apply to many types of behavior. ...

Reference:

Passionate Love Addiction: An Evolutionary Survival Mechanism That Can Go Terribly Wrong
Neurobiology of Substance Addictions
  • Citing Chapter
  • August 2020

... The parietal is responsible for integrating sensory information from the outside and sensory feedback from the inside and merging this information into a coherent expression describing the connection between the body and the environment. Zhao et al. [48] studied the proactive inhibition ability of smokers. The findings showed that FC within the DMN and between the SMN-DMN was significantly decreased as the active inhibitory load increased. ...

Brain modular connectivity interactions can predict proactive inhibition in smokers when facing smoking cues
  • Citing Article
  • May 2023

... Some research has assessed individuals' decision-making ability in uncertain situations by analyzing their collective performance on the Iowa Gambling Task (IGT) (Farrell and Walker, 2019;León et al., 2020;Li et al., 2021). Some researchers have also divided the IGT into two phases, can distinguish between ambiguous and risky decisions (Brand et al., 2007;He et al., 2023). During the early stages of the IGT (usually the first 40 trials), the outcome of the choice and the probability are unknown, thus allowing for decision-making under ambiguity to be examined. ...

Sex modulates the effect of HD-tDCS over the prefrontal cortex on the Iowa Gambling Task
  • Citing Article
  • March 2023

Brain Stimulation

... Particularly, the insula represents the integral hub of the "salience network" in the generation of an appropriate behavioral response to salient stimuli (Menon & Udin, 2010;Seeley, 2019), such as identifying and picking-up litter while plogging. Moreover, fMRI studies have already specified how the insula interacts with other brain regions to regulate physical efforts (for a review, see Brevers et al., 2024). For example, Hilty and colleagues (2011) observed that connectivity between the insula and the primary motor cortex increased from the beginning to the end of a cycling exercise. ...

Physical Exercise to Redynamize Interoception in Substance use Disorders

Current Neuropharmacology

... Our findings are difficult to align with both the view that individuals deliberately turn to gaming to cope with stress 84 , which should have increased the value of the gaming-related reward 4 , resulting in a greater choice of the gaming-related response before devaluation, and the assumption that individuals tend to habitual behavior under stress, which should have led to a reduced devaluation effect under stress. Although our findings are in contrast to earlier findings of a stress-induced shift to habitual behavior 25 , they are in line with two recent studies that failed to find a stress-induced shift to habitual decision making in individuals with gambling disorder 85,86 . In light of our findings, the view that stress is a general trigger for problematic gaming may be too narrow. ...

The modulation of acute stress on model-free and model-based reinforcement learning in gambling disorder

Journal of Behavioral Addictions

... First, their sample sizes were relatively small and thus may have lacked the power to detect a true relationship. Second, they failed to formally consider sex-based differences in decision making, which can affect how people process rewards, penalties and decision-making processes Georgiou et al., 2018;Korucuoglu et al., 2020;Legget et al., 2018;Lv et al., 2019Lv et al., , 2023van den Bos et al., 2013;Xiao et al., 2022). ...

Maladaptive Changes in Delay Discounting in Males during the Covid-19 Pandemic: The Predictive Role Of Functional Connectome
  • Citing Article
  • January 2022

Cerebral Cortex

... To summarize, the amygdala, hippocampus, anterior insula, ACC, and dlPFC collectively and dominantly contribute to the construction of two-dimensional fear space. These regions play crucial roles in processing and integrating information across multiple brain areas (Dolcos et al., 2011;Jung et al., 2022;Š imić et al., 2021;Zhao et al., 2023), especially in the context of emotional processing and memory formation. The AI, ACC, and dlPFC have intricate connections with the amygdala (Berboth and Morawetz, 2021;Bissière et al., 2008;Höistad and Barbas, 2008), serving as pivotal nodes for emotional processing. ...

How distinct functional insular subdivisions mediate interacting neurocognitive systems

Cerebral Cortex

... Accumulating evidence suggests that transcutaneous auricular VNS (taVNS) influences activity in solitary and parabrachial nuclei, the primary brainstem relays for the transmission of visceral sensory afferents to the insula (Poppa et al. 2022). Thus, examining the effect of external stimuli on the integration of internal perception will be a worthwhile contribution to the clinical treatment program. ...

Auricular transcutaneous vagus nerve stimulation modulates the heart-evoked potential
  • Citing Article
  • December 2021

Brain Stimulation

... Given an incentive, research participants and social media consumers would willingly provide or publish data despite how they usually feel about disseminating personal information [Bélanger andCrossler, 2011, Yang andHuang, 2019]. Factors identified in user engagement with influencers include but are not limited to attachment theory [Farivar et al., 2022], the fear of missing out (FOMO) [Alutaybi et al., 2020, Przybylski et al., 2013, Westin and Chiasson, 2019, guilt or the need to confess [Yang and Huang, 2019], addiction [Turel and Bechara, 2021], and the need to manage one's public self [Zhang et al., 2020b]. All these behavioral factors were identified in research studies that examined a user's problematic behavior in the general sense and were done without factoring in the engagement and actual activity within influencer networks. ...

A Triple-System Neural Model of Maladaptive Consumption
  • Citing Article
  • March 2021

Journal of the Association for Consumer Research

... 18-fluorodeoxyglucose positron emission tomography in patients with Parkinson's disease showed that increased insula, OFC, and ACC metabolism is associated with increased impulsivity scores. 25 Furthermore, human neuroimaging studies suggest that the insula, 26,27 ACC, 28,29 OFC, 28,30 and amygdala [31][32][33] modulate their activity prior to and during risky decision making and while evaluating risk. ...

Increased brain reactivity to gambling unavailability as a marker of problem gambling
  • Citing Article
  • February 2021