Cited by 133Transcranial Magnetic Stimulation StudiesNeurological disorders and treatmentsSubstance Abuse Treatment and Outcomes

The Insula: A Brain Stimulation Target for the Treatment of Addiction

Open access
Ibrahim, Christine, Rubin-Kahana, Dafna S., Pushparaj, Abhiram, Musiol, Martin, Blumberger, Daniel M., Daskalakis, Zafiris J., Zangen, Abraham, Le Foll, Bernard·2019·Frontiers in Pharmacology

Abstract

Substance use disorders (SUDs) are a growing public health concern with only a limited number of approved treatments. However, even approved treatments are subject to limited efficacy with high long-term relapse rates. Current treatment approaches are typically a combination of pharmacotherapies and behavioral counselling. Growing evidence and technological advances suggest the potential of brain stimulation techniques for the treatment of SUDs. There are three main brain stimulation techniques that are outlined in this review: transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCS), and deep brain stimulation (DBS). The insula, a region of the cerebral cortex, is known to be involved in critical aspects underlying SUDs, such as interoception, decision making, anxiety, pain perception, cognition, mood, threat recognition, and conscious urges. This review focuses on both the preclinical and clinical evidence demonstrating the role of the insula in addiction, thereby demonstrating its promise as a target for brain stimulation. Future research should evaluate the optimal parameters for brain stimulation of the insula, through the use of relevant biomarkers and clinical outcomes for SUDs.

AI snapshot

Written from the paper’s full text.

TL;DR

This review argues that the insula is critically involved in addiction across preclinical and clinical evidence and is a promising target for brain stimulation techniques such as TMS, tDCS, and DBS. It concludes that direct insula-targeted treatment evidence remains limited and calls for further trials optimizing stimulation parameters and biomarkers.

Key findings

  • Insular damage is associated with disrupted addiction: smokers with insular damage were able to quit easily and without relapse (Naqvi et al., 2007), and the probability of quitting smoking was reported as fivefold greater with insular damage than without (Suñer-Soler et al., 2012). Insular damage was also linked to quitting opium use and reduced nicotine withdrawal/urges.
  • Preclinical work implicates insular subregions across all addiction stages: inactivation of anterior agranular or posterior granular insula attenuates nicotine taking and seeking, alcohol taking, and morphine conditioned place preference/aversion in various models, though effects differ by drug and subregion.
  • Clinical neuroimaging shows structural and functional insular changes in addiction: a meta-analysis of 15 papers (761 smokers and 1,182 non-smokers) found smoking associated with decreased gray matter in the left insular cortex; resting-state and cue-reactivity studies show altered insula connectivity and activation.
  • Only one completed brain stimulation trial targeted the insula, together with the PFC: in 115 smokers randomized to 13 sessions of high-frequency, low-frequency, or sham deep TMS to lateral PFC and insula bilaterally, high-frequency 10 Hz deep TMS significantly reduced cigarette consumption and nicotine dependence; with smoking cues presented, 44% were abstinent at end of treatment and 33% at 6-month follow-up.

Methods

  • Narrative review of preclinical and clinical literature on the insula in addiction and on three brain stimulation techniques: transcranial magnetic stimulation (TMS), transcranial direct current stimulation (tDCS), and deep brain stimulation (DBS).
  • Preclinical evidence is organized by addiction stages (binge/intoxication, withdrawal/negative affect, preoccupation/anticipation); clinical evidence is organized by study design (lesion, neuroimaging, brain stimulation).
  • The review also discusses insular structural connectivity, functional roles, large-scale brain networks, secondary activation from stimulation, and future directions; no systematic search or meta-analytic method is described.

Limitations

  • Stated in the paper: clinical studies have small absolute participant numbers and are mostly male; studies examined different addiction phases (abstinent vs. non-abstinent users); methods vary (e.g., different resting-state functional connectivity protocols); and imaging findings are correlational, not causative.
  • Stated in the paper: only one clinical trial targeted the insula and PFC together, so it is not possible to know whether clinical effects were mediated by the insula, the PFC, or both; no studies have yet investigated brain stimulation of the insula exclusively in addiction, and no established stimulation parameters or treatment plans exist.
  • Evident from the text: this is a narrative review without a described systematic search or formal quality assessment, and conclusions draw on heterogeneous animal models, lesion studies, and correlational human imaging.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3389/fphar.2019.00720

Cites

238 of 239 references verified0 citation errors · 1 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

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  • Findingcitation

    aAgIC or pGIC chemical inactivation attenuates nicotine taking under various ratio schedules of reinforcement.

    “Our own laboratory demonstrated that aAgIC or pGIC chemical inactivation attenuates nicotine taking, under various ratio schedules of reinforcement”
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    • cites Pushparaj et al., 2015

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    Inactivation of the pGIC produces an attenuation of alcohol taking.

    “Our own laboratory has demonstrated that inactivation of the pGIC produces an attenuation of alcohol taking”
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    • cites Pushparaj and Le Foll, 2015

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  • Findingcitation

    aAgIC or pGIC inactivation demonstrated no effect on food taking in rats under a moderately restricted diet.

    “These methods of inactivation demonstrated no effect on food taking in rats under a moderately restricted diet.”
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  • Findingown data

    aAgIC or pGIC inactivation attenuates nicotine seeking.

    “Our own laboratory demonstrated that aAgIC or pGIC inactivation attenuates nicotine seeking”
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    • cites Forget et al., 2010 source

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  • Findingnone given

    The insula is a common area found in all of these findings.

    “the insula is a common area found in all of these findings”
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    Premisecitation

    The H-coil is able to reach deeper brain areas such as the insula, though it is less focal.

    “whereas the H-coil is able to reach deeper brain areas (Zangen et al., 2005), such as the insula, though it is less focal.”
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    Premisecitation

    There are only a handful of approved treatments for SUDs, with limited efficacy as demonstrated by high long-term relapse rates.

    “Despite the enormous efforts to find an effective treatment, there are only a handful of approved treatments for these disorders, with limited efficacy as demonstrated by high long-term relapse rates”
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    Low-frequency TMS (usually 1 Hz) is generally shown to inhibit cortical excitability, whereas high-frequency TMS (5-20 Hz) is shown to enhance cortical excitability.

    “low-frequency TMS (usually 1 Hz) is generally shown to inhibit cortical excitability, whereas high-frequency TMS (5–20 Hz) is shown to enhance cortical excitability”
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    • cites Gorelick et al., 2014 source

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    A mounting body of research supports brain stimulation's efficacy and safety in manipulating underlying neuronal processes and reducing addictive behaviors.

    “This has fueled a mounting body of research supporting brain stimulation’s efficacy and safety in manipulating underlying neuronal processes and reducing addictive behaviors”
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    • cites Coles et al., 2018

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    Premisecitation

    Anodal tDCS usually results in cortical excitability, whereas cathodal stimulation usually results in cortical inhibition.

    “Anodal stimulation usually results in cortical excitability, whereas cathodal stimulation usually results in cortical inhibition”
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    TMS treatment is usually well tolerated and presents no serious side effects; the most common side effects reported are transient headaches and local pain.

    “Treatment is usually well tolerated and presents no serious side effects. The most common side effects reported are transient headaches and local pain.”
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    • cites Rossi et al., 2009 source

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    TMS is a non-invasive brain stimulation technique used to alter magnetic fields to generate electrical currents in a targeted brain area.

    “TMS is a non-invasive brain stimulation technique used to alter magnetic fields to generate electrical currents in a targeted brain area”
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    Premisecitation

    tDCS is a non-invasive brain stimulation technique that emits a weak current (usually 1-2 mA) via two or more electrodes in direct contact with the scalp.

    “Transcranial direct current stimulation is another non-invasive brain stimulation technique. However, unlike TMS, tDCS emits a weak current (usually 1–2 mA) via two or more electrodes in direct contact with the scalp”
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    SUDs are chronic relapsing brain disorders characterized by seeking a drug where use becomes compulsive or difficult to control, despite harmful consequences.

    “Substance use disorders (SUDs) are chronic relapsing brain disorders, characterized by seeking a drug where use becomes compulsive or difficult to control, despite harmful consequences”
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    • cites American Psychiatric Association, 2013

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    More serious side effects of TMS, most notably seizures, are extremely rare and are unlikely when the proper safety guidelines are followed.

    “More serious side effects, most notably seizures, are extremely rare and are unlikely when the proper safety guidelines are followed”
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    tDCS does not directly result in neuron firing as it does not produce action potentials; rather, it produces a subthreshold change in neuronal membrane potentials.

    “tDCS does not directly result in neuron firing as it does not produce action potentials. Rather, it produces a subthreshold change in neuronal membrane potentials”
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    tDCS is not able to reach deep brain areas; however, secondary activations are possible.

    “This brain stimulation technique is not able to reach deep brain areas; however, secondary activations are possible”
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    To produce aftereffects of 1 h or more with tDCS, there needs to be stimulation for at least 9 min.

    “It has been shown that to produce aftereffects of 1 h or more, there needs to be stimulation for at least 9 min”
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    Premisecitation

    The risk of adverse events is much higher with DBS than with other techniques; it requires surgery and hardware failure can still occur.

    “Although DBS has the capacity to target deeper areas in the brain that might be needed for addiction-related treatments, it should be noted that the risk of adverse events is much higher with this technique.”
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    • cites Breit et al., 2004

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    The insula is composed of three distinct subregions known as the granular, dysgranular, and agranular.

    “It is also composed of three distinct subregions known as the granular, dysgranular, and agranular”
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    • cites Paxinos and Watson, 1986

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    DBS is mainly used for movement disorders such as Parkinson's disease; it has been approved by the U.S. FDA for treatment-resistant obsessive-compulsive disorder.

    “Currently, DBS is mainly used for movement disorders such as Parkinson’s disease (Kringelbach et al., 2007); however, it has been approved by the U.S. FDA for treatment-resistant obsessive-compulsive disorder.”
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    CRF plays a role in the motivation to consume drugs in human subjects with substance dependence and distress during withdrawal and stress-induced relapse.

    “Corticotropin-releasing factor (CRF) plays a role in the motivation to consume drugs in human subjects with substance dependence and distress during withdrawal and stress-induced relapse”
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    • cites Contoreggi et al., 2003

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    Premisecitation

    Dopaminergic innervation of the insular cortex was found to play an important role in the conditioning of the aversive aspects of opiate withdrawal and the active avoidance of withdrawal.

    “The importance of visceral perception in addiction was first noted in the late 1980s, as dopaminergic innervation of the insular cortex was found to play an important role in the conditioning of the aversive aspects of opiate withdrawal (Zito et al., 1988) and the active avoidance of withdrawal.”
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    Premisecitation

    tDCS outcomes are subject to inter-individual variability, possibly due to a number of factors including anatomical brain differences.

    “tDCS outcomes have also been shown to be subject to inter-individual variability, possibly due to a number of factors (Wiethoff et al., 2014), one of them being anatomical brain differences”
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    Premisecitation

    The aIC sends projections to the caudate-putamen, nucleus accumbens, and extended amygdala while having reciprocal connections with the basolateral amygdala and the prelimbic cortex.

    “The anterior insular cortex (aIC) sends projections to the caudate-putamen, nucleus accumbens (NAcc), and extended amygdala (McGeorge and Faull, 1989; Wright and Groenewegen, 1996; Shi and Cassell, 1998b; McDonald et al., 1999) while having reciprocal connections with the basolateral amygdala (BLA) and the prelimbic cortex”
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    • cites McGeorge and Faull, 1989

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    Premisecitation

    In general, the aIC has greater connectivity with the frontal lobe, and the pIC has greater connectivity with the parietal lobe.

    “In general, the aIC has greater connectivity with the frontal lobe, and the pIC has greater connectivity with the parietal lobe”
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    Premisecitation

    The aIC receives inputs from the medial subdivision of the mediodorsal thalamic nucleus and other various medial thalamic nuclei involved in motivational/affective aspects of nocioception.

    “The aIC receives inputs from the medial subdivision of the mediodorsal thalamic nucleus and other various medial thalamic nuclei involved in motivational/affective aspects of nocioception”
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    • cites Van der Werf et al., 2002

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    Premisecitation

    DBS is an invasive brain stimulation technique that requires neurosurgical implantation of bipolar electrodes attached to a permanently implanted pulse generator.

    “Deep brain stimulation is an invasive brain stimulation technique that requires neurosurgical implantation of bipolar electrodes attached to a permanently implanted pulse generator”
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    • cites Greenberg and Rezai, 2014

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    Premisecitation

    The insula is commonly divided into anterior and posterior parts, based on cytoarchitectonic and functional connectivity.

    “It is commonly divided into anterior and posterior parts, based on the cytoarchitectonic and functional connectivity”
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    Premisecitation

    The entire granular subregion has notably high dopamine utilization, with the aIC having high density D1-subtype receptors surrounding dopaminergic terminals from the VTA and substantia nigra.

    “The entire granular subregion has notably high dopamine utilization (Gaspar et al., 1989) with the aIC having high density D1-subtype receptors surrounding dopaminergic terminals from the VTA and substantia nigra.”
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    • cites Gaspar et al., 1989 source

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    Premisecitation

    tDCS side effects are typically mild, such as tingling sensation and light itching under the electrode, and usually dissipate after stimulation; tDCS is well tolerated and presents no serious side effects.

    “Side effects from tDCS are typically mild, such as tingling sensation and light itching under the electrode, and usually dissipate after stimulation. Afterward headaches and, occasionally, nausea are reported. In general, tDCS is well tolerated and presents no serious side effects”
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    • cites Matsumoto and Ugawa, 2016

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    Premisecitation

    Several studies have demonstrated the insula's primary role in sensations of taste and disgust and the integration of a wide variety of visceral sensations from the airways, gut, and cardiovascular systems, indicating the insula is heavily involved in the integration of internal and external stimuli to guide behavior toward or away from said stimuli for the purposes of maintaining homeostasis.

    “Since then, several studies have demonstrated the insula’s primary role in sensations of taste and disgust (Ragozzino and Kesner, 1999; Fresquet et al., 2004; Isnard et al., 2004) and the integration of a wide variety of visceral sensations from the airways, gut, and cardiovascular systems”
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    • cites Ragozzino and Kesner, 1999

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    Premisecitation

    The insular cortex is involved in feelings of anxiety, pain, cognition, mood, threat recognition, and conscious urges.

    “The insular cortex is involved in feelings of anxiety, pain, cognition, mood, threat recognition, and conscious urges”
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    • cites Hardy, 1985

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    • cites Suhara et al., 1992 source

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    Premisecitation

    The exact mechanism of DBS is not completely understood; it seems to elicit multiple mechanisms of action.

    “The exact mechanism of DBS is not completely understood, it seems to elicit multiple mechanisms of action”
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    • cites Herrington et al., 2016 source

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    Premisecitation

    The insula has a high level of endogenous opioids, high density of μ-subtype opioid receptors, high density of hypocretin subtype-1 receptors, and a high level of nicotinic acetylcholine receptors containing the β2 subunit, the major subtype of nAChR implicated in nicotine reward.

    “Furthermore, the insula has a high level of endogenous opioids (Gaspar et al., 1989), high density of µ-subtype opioid receptors (Baumgartner et al., 2006), high density of hypocretin subtype-1 receptors (Hollander et al., 2008), and a high level of nicotinic acetylcholine receptors (nAChRs) containing the β2 subunit”
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    Premisecitation

    Individuals with methamphetamine dependence have a reduced emotional response to threatening scenes, empathy for another's pain, and fearful or angry face, all of which correlate with hypoactivation of the insula.

    “Interestingly, individuals with methamphetamine dependence have a reduced emotional response to threatening scenes, empathy for another’s pain, and fearful or angry face, all of which correlate with hypoactivation of the insula”
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    • cites Kim et al., 2011

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    Premisecitation

    The pIC keeps a constant account of the current state of the body; this information is then relayed through the thalamus and dysgranular insular cortex, which appears to integrate salient external stimuli.

    “The pIC keeps a constant account of the current state of the body; this information is then relayed through the thalamus and dysgranular insular cortex, which appears to integrate salient external stimuli”
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    • cites Craig, 2004 source

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    Premisecitation

    Inactivation of the pGIC, but not the aAgIC, prevents the acquisition of CPP induced by morphine, without producing any effect on general motor and/or spatial learning.

    “Finally, inactivation of the pGIC, but not the aAgIC, prevents the acquisition of CPP induced by morphine, without producing any effect on general motor and/or spatial learning”
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    • cites Li et al., 2013

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    Premisecitation

    The insular cortex is critical for experiencing disgust and recognizing it in others, causing learning and memory of disgust to play a critical evolutionary role in mammals.

    “The insular cortex is critical for experiencing disgust and recognizing it in others, causing learning and memory of disgust to play a critical evolutionary role in mammals”
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    • cites Woolley et al., 2015

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    Premisecitation

    Optogenetic inhibition of aIC glutamatergic input to the NAccCore attenuates aversion-resistant alcohol taking, but not alcohol taking in the absence of aversive stimuli.

    “Optogenetic inhibition of aIC glutamatergic input to the NAccCore attenuates aversion-resistant alcohol taking, but not alcohol taking in the absence of aversive stimuli”
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    • cites Seif et al., 2013

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    Premisecitation

    Inactivation of the aAgIC or chemogenic silencing of the aIC projections to the nucleus accumbens core produce sensitivity to the interoceptive effects of alcohol.

    “Inactivation of the aAgIC (Jaramillo et al., 2016) or chemogenic silencing of the aIC projections to the nucleus accumbens core (NAccCore) (Jaramillo et al., 2017), both produce sensitivity to the interoceptive effects of alcohol.”
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    • cites Jaramillo et al., 2016

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    • cites Jaramillo et al., 2017

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    Premisecitation

    Lesions of the aAgIC facilitate the escalation of cocaine intake, yet post-escalation lesions still reduce intake.

    “In fact, lesions facilitate the escalation of cocaine intake, yet post-escalation lesions still reduce intake”
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    • cites Rotge et al., 2017

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    Premisecitation

    aAgIC lesions have no effect on the acquisition of cocaine taking, nor does inactivation of the aAgIC affect established cocaine-taking.

    “Contrarily, aAgIC lesions have no effect on the acquisition of cocaine taking (Pelloux et al., 2013), nor does inactivation of the aAgIC affect established cocaine-taking”
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    Premisecitation

    Under nicotine deprivation, the SN switches to DMN, directing attention resources toward internal withdrawal symptoms, while under nicotine administration, the SN switches to ECN, directing attentional resources toward external stimuli and executive functions.

    “They showed that under nicotine deprivation, the SN would switch to DMN, hence, direct attention resources toward internal withdrawal symptoms, while under nicotine administration, the SN would switch to ECN, hence direct attentional resources toward external stimuli and executive functions”
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    • cites Sutherland et al., 2012

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    • cites Sutherland and Stein, 2018

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    Premisecitation

    The insula's critical thalamic connections allow it to integrate a range of visceral sensations, including inputs from the airways, gut, and cardiovascular systems, all known to be relevant with regard to bodily responses to the performance of addictive behaviors.

    “Beyond acting as the primary taste cortex, the insula’s critical thalamic connections allow it to integrate a range of visceral sensations, including inputs from the airways, gut, and cardiovascular systems (Cechetto and Saper, 1987), all known to be relevant with regard to bodily responses to the performance of addictive behaviors”
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    • cites Cechetto and Saper, 1987

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    Premisecitation

    Inactivation of the aAgIC attenuates context-induced reinstatement of cocaine seeking without altering locomotor activity; inactivation immediately following re-exposure to drug context has no effect on memory reconsolidation.

    “Inactivation of the aAgIC attenuates context-induced reinstatement of cocaine seeking without altering locomotor activity; however, inactivation immediately following re-exposure to drug context has no effect on memory reconsolidation”
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    • cites Arguello et al., 2017

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    Premisecitation

    Lesion to the insula best predicts smoking cessation, and the probability of quitting smoking is fivefold greater than when there is no damage to the insula.

    “Since then, other lesion studies have emerged, indicating that lesion to the insula best predicts smoking cessation and the probability of quitting smoking is five folds greater than when there is not damage to the insula (Suñer-Soler et al., 2012).”
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    • cites Suñer-Soler et al., 2012 source

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    Premisecitation

    Inhibition of monoacylglycerol lipase in the pGIC prevents the acquisition of CPA from morphine withdrawal, which was reversed by the blockade of cannabinoid-1 receptors.

    “The cannabinoid system has also been implicated, with the inhibition of monoacylglycerol lipase (causing elevation of the endocannabinoid 2-arachidonyl glycerol; 2-AG) in the pGIC preventing the acquisition of CPA from morphine withdrawal, which was reversed by the blockade of cannabinoid-1 receptors”
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    • cites Wills et al., 2016 source

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    Premisecitation

    The presentation of morphine-induced CPP is abolished by lesions to the pIC or the inhibition of nitric oxide in the pIC.

    “The presentation of morphine-induced CPP is also abolished by lesions to the pIC (Sun et al., 2018) or the inhibition of nitric oxide in the pIC”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Sun et al., 2018

      Not checked in the free run.

    • cites Ma et al., 2014

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Smokers with insular damage experience less frequent and severe withdrawal symptoms of nicotine and less smoking urges.

    “It has also been shown that smokers with insular damage experience less frequent and severe withdrawal symptoms of nicotine (Abdolahi et al., 2015b) and less smoking urges (Abdolahi et al., 2017).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Abdolahi et al., 2015b

      Not checked in the free run.

    • cites Abdolahi et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The presentation of amphetamine-induced CPP activates the pGIC and inactivation of the subregion prevents the presentation of said place preference.

    “The presentation of amphetamine-induced CPP activates the pGIC and inactivation of the subregion prevents the presentation of said place preference”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Contreras et al., 2007 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Insular damage is associated with increased odds of smoking cessation, and those who relapse tend to remain abstinent for longer periods than those with non-insular damage.

    “Although, insular damage is associated with increased odds of smoking cessation, those that do relapse tend to remain abstinent for longer periods than those with non-insular damage (Abdolahi et al., 2015a).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Abdolahi et al., 2015a

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Overall, there is evidence of some role for the IC in the neurocircuitry underlying all stages of the addictive cycle, clearly implicating the IC as a fundamental region in the maintenance and relapse to addictive drugs.

    “Overall, there is evidence of some role for the IC in the neurocircuitry underlying all stages of the addictive cycle, clearly implicating the IC as a fundamental region in the maintenance and relapse to addictive drugs.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Findings from rodent models of the stages of addiction translate to human SUDs.
  • May combine two claims.

    Interpretationreasoning

    The IC appears to play a greater role in the binge/intoxication stage for some addictive drugs (e.g., nicotine, alcohol) over others (e.g., cocaine), but the region does appear to play some role in the neurocircuitry underlying this stage for all addictive drugs examined.

    “Though the IC appears to play a greater role in the binge/intoxication stage for some addictive drugs (e.g., nicotine, alcohol) over others (e.g., cocaine), the region does appear to play some role in the neurocircuitry underlying this stage of addiction for all addictive drugs examined.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Inactivation of the aAgIC, but not the pGIC, attenuates cue-induced cocaine seeking, while having no effect on drug priming-induced cocaine seeking or food seeking induced by either cues and/or priming.

    “Inactivation of the aAgIC, but not the pGIC, attenuates cue-induced cocaine seeking, while having no effect on drug priming-induced cocaine seeking or food seeking induced by either cues and/or priming”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Cosme et al., 2015

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Patients with insular damage who used opium prior to stroke were significantly more likely to quit using opium, and this effect was more significant among younger patients.

    “For instance, in a comparison between ischemic stroke patients who used opium prior to their stroke, patients with insular damage were significantly more likely to quit using opium; this effect was more significant among younger patients (Yousefzadeh-Fard et al., 2013).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Yousefzadeh-Fard et al., 2013

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Alcohol users had lower SN connectivity than controls and an attenuated blood flow to the insula.

    “Similarly, alcohol users had lower SN connectivity than controls and an attenuated blood flow to the insula (Sullivan et al., 2013), whereas individuals with heroin use disorder had an increased SN connectivity (Wang et al., 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sullivan et al., 2013

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Individuals with inability to control Internet use showed significantly lower gray matter density in the left insula and lower white matter density in the right insula.

    “Individuals with the inability to control Internet use even when accompanied by negative consequences to their life showed significantly lower gray matter density in the left insula and lower white matter density in the right insula (Lin et al., 2015).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Lin et al., 2015

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Adolescents with alcohol use disorder had greater white matter volume in the left insula, correlated with enhancement motives for drinking and with frequency of binge drinking at baseline and 1-year follow-up.

    “Adolescents with alcohol use disorder had greater white matter volume in the left insula, which was correlated with enhancement motives (i.e., the feeling of “being high”) for drinking and with the frequency of binge drinking at baseline and 1-year follow-up.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chung and Clark, 2014

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Cocaine dependence and duration of dependence is correlated with decreased gray matter volume of the insula, which in turn is associated with greater impulsivity.

    “For instance, cocaine dependence and duration of dependence has been shown to be correlated with decreased gray matter volume of the insula, which in turn was associated with greater impulsivity (Ersche et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ersche et al., 2011 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Smokers have lower rsFC between the insula and executive functions regions such as the OFC and superior frontal gyrus, whereas rsFC between the insula and anterior ACC is negatively correlated with FTND scores.

    “Furthermore, smokers were found to have lower rsFC between the insula, executive functions regions, such as the OFC, and superior frontal gyrus, whereas the rsFC between the insula and anterior ACC seems to be negatively correlated with FTND scores (Zhou et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zhou et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Changes in insular cortex density are more pronounced in older, more established smokers as opposed to younger smokers, and young smokers (aged 16-21) did not differ in insula thickness compared to non-smokers.

    “Also, it appears that the changes in insular cortex density are more pronounced in older, more established, smokers as opposed to younger smokers (Hanlon et al., 2016). Young smokers (aged 16–21) did not differ in insula thickness compared to non-smokers (Morales et al., 2014).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hanlon et al., 2016

      Not checked in the free run.

    • cites Morales et al., 2014

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    This may be interpreted as the SN impaired ability to switch from cognitive states of interoceptive cravings to cognitive control.

    “This may be interpreted as the SN impaired ability to switch from cognitive states of interoceptive cravings to cognitive control.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Gray matter density of the insula is negatively correlated with daily cigarettes smoked, FTND scores, and pack year smoking.

    “In terms of correlations with smoking behaviors and markers, there is evidence showing that gray matter density of the insula is negatively correlated with daily cigarettes smoked (Stoeckel et al., 2016), Fagerström Test for Nicotine Dependence (FTND) scores (Wang et al., 2019), and pack year smoking (Morales et al., 2014).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Stoeckel et al., 2016

      Not checked in the free run.

    • cites Wang et al., 2019

      Not checked in the free run.

    • cites Morales et al., 2014

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Acutely abstinent smokers demonstrate increased rsFC of the insula-DMN compared to non-smokers and satiated smokers, though satiated smokers still have higher insula-DMN rsFC than non-smokers.

    “Acutely abstinent smokers also demonstrate increased rsFC of the insula-DMN when compared to both non-smokers (Huang et al., 2014) and satiated smokers, though satiated smokers still have higher insula-DMN rsFC than non-smokers.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Huang et al., 2014

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Abstaining from smoking for 12 h results in increased rsFC between the right aIC and executive functions regions as well as increased interconnectivity in the SN.

    “Abstaining from smoking for just 12 h resulted in increased rsFC between the right aIC and executive functions regions (i.e., right OFC, and vmPFC) as well as the interconnectivity in the SN (Bi et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bi et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Altogether the evidence suggests that structural changes to the insula occur in addicted individuals, thus further demonstrating its involvement in addiction.

    “Altogether the evidence suggests that structural changes to the insula occur in addicted individuals, thus further demonstrating its involvement in addiction.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Smoking cues resulted in greater left insula functional connectivity with the right insula, OFC, and striatum, with that greater connectivity being positively correlated with nicotine dependence, as judged by scores on the FTND.

    “Smoking cues resulted in greater left insula functional connectivity with the right insula, OFC, and striatum with that greater connectivity being positively correlated with nicotine dependence, as judged by scores on the FTND (Claus et al., 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Claus et al., 2013

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Individuals with cocaine use disorder had greater connectivity within the SN and weaker connectivity between the SN and the striatum.

    “In terms of other SUDs, individuals with cocaine use disorder had greater connectivity within the SN and weaker connectivity between the SN and the striatum.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wisner et al., 2013

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Alterations in the SN function and in the connectivity of the insula to executive functions regions were seen in rsFC studies.

    “Alterations in the SN function and in the connectivity of the insula to executive functions regions were seen.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Neuroimaging studies showed increased activation of the insula, thereby suggesting a gain of function.

    “On the contrary, neuroimaging studies showed increased activation of the insula, thereby suggesting a gain of function.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Primary stimulation may lead to secondary activations, which can occur due to neurotransmitter release or from back propagation of action potentials from the primary site of activation.

    “These activations can occur due to neurotransmitter release or from back propagation of action potentials from the primary site of activation (Diana et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Diana et al., 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Neurocircuits centered in the insula may represent a biomarker for acute withdrawal.

    “Sutherland and Stein suggested that neurocircuits centered in the insula may represent a biomarker for acute withdrawal (Sutherland and Stein, 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sutherland and Stein, 2018

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Decreased insula activation leads to decreased inhibitory control, which could be an indicator of relapse.

    “Therefore decreased insula activation leads to decreased inhibitory control, which could be an indicator of relapse (Gilman et al., 2018).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gilman et al., 2018

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    We can learn from lesion studies that a loss of function improves cessation probability, therefore it might be that the gain of function is the key factor in addictions.

    “However, we can learn from lesion studies that a loss of function improves cessation probability, therefore it might be that the gain of function is the key factor in addictions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    The insula should not be thought of in isolation but rather as part of a network.

    “However, understanding of the reciprocal relationship of the insula and other brain regions will lead to a better understand in its role in addiction, as the insula should not be thought of in isolation but rather as part of a network.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    No studies have yet to investigate brain stimulation of the insula in addiction, with the exception of one clinical trial in smokers that targeted the insula and PFC together.

    “No studies have yet to investigate brain stimulation of the insula in addiction, with the exception of one clinical trial in smokers that targeted the insula and PFC together (Dinur-Klein et al., 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dinur-Klein et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In smokers (n = 115), high-frequency deep TMS (10 Hz) to the lateral PFC and insula bilaterally significantly reduced cigarette consumption, as well as nicotine dependence.

    “High-frequency deep TMS (10 Hz) was found to significantly reduce cigarette consumption, as well as nicotine dependence.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dinur-Klein et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Modafinil, ketamine, baclofen, oxytocin, and varenicline have an effect on the insula.

    “There is evidence that modafinil (Cera et al., 2014), ketamine (Carlson et al., 2013; Höflich et al., 2017; Evans et al., 2018), baclofen (Franklin et al., 2011; Franklin et al., 2012), oxytocin (Riem et al., 2011) and varenicline (Sutherland et al., 2013a) have an effect on the insula.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Cera et al., 2014

      Not checked in the free run.

    • cites Carlson et al., 2013

      Not checked in the free run.

    • cites Franklin et al., 2011

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Most participants in the clinical studies are males.

    “the absolute number of participants in these studies is small, and most are males.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Structural studies showed that addiction resulted in a loss of gray matter in the insula, thus suggesting a loss of function.

    “Structural studies showed that addiction resulted in a loss of gray matter in the insula, thus suggesting a loss of function.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    It has been suggested in several studies that insula-related activation patterns can be used as a prognostic tool, as well as the link between the insula and striatum, which might suggest that an adequate striatal inhibition by the insula might be a good prognostic factor.

    “In summary, it has been suggested in several studies that insula-related activation patterns can be used as a prognostic tool, as well as the link between the insula and striatum, which might suggest that an adequate striatal inhibition by the insula might be a good prognostic factor.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Studies targeting the insula are lacking as there is currently only one study completed thus far.

    “Studies targeting the insula are lacking as there is currently only one study completed thus far (Dinur-Klein et al., 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dinur-Klein et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Although the evidence of the involvement of the insula in addiction is convincing, there is a lack of research translating this into treatment for addicted individuals.

    “Although the evidence of the involvement of the insula in addiction is convincing, there is a lack of research translating this into treatment for addicted individuals.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    The imaging studies presented are correlational and not causative.

    “the imaging studies presented are correlational and not causative”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The methods of the studies vary, for example different resting-state functional connectivity protocols.

    “The methods of the studies also vary (i.e., different rsFC protocols)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Variation in methods could lead to variability in findings.

    “which could lead to variability in findings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Studies approached different phases of addiction, such as abstinent versus non-abstinent users.

    “studies approached different phases of addiction (i.e., abstinent vs non-abstinent users).”
    Quote in the paperNot a substantial claim
83 of 83
  • The paper relies on this without support.

    Findings from rodent models of the stages of addiction translate to human SUDs.

    “we provide here a short review of the preclinical literature examining the roles of various cytoarchitectural subregions of the insula in animal models representing each stage of the addictive cycle”
  • The paper relies on this without support.

    DBS can reach deep brain regions more than any other stimulation technique and is highly focal.

    “This technique has the ability to reach deep brain regions, more than any other stimulation technique, and it is highly focal.”
  • The paper relies on this without support.

    Deep TMS allows targeting of the insula.

    “Brain stimulation techniques, specifically deep TMS, are advancing and allow the targeting of the insula.”
3 of 3

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Ventral striatum becomes dorsal striatum in the interpretation

    Minor

    The reported alcohol-cue response is in the ventral striatum, but the immediately following interpretation attributes it to the dorsal striatum.

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Shi, 1998, Cortical, thalamic, and amygdaloid connections of the anterior and posterior insular cortices, J. Comp. Neurol., 399, 440, 10.1002/(sici)1096-9861(19981005)399:4<440::aid-cne2>3.0.co;2-1 · DOI

Cited by

Sorted by citations

Authors
Ibrahim, C., Rubin-Kahana, D. S., Pushparaj, A., Musiol, M., Blumberger, D. M., Daskalakis, Z. J., Zangen, A., & Le Foll, B.
Affiliations
  • Centre for Addiction and Mental Health (CA)
  • Ben-Gurion University of the Negev (IL)
Venue
Frontiers in Pharmacology
Published
2019-07-02
Volume
10
Pages
720-720
ISSN
1663-9812 (ISSN-L)
OpenAlex
W2954290071
Cited by
133
References
238
Citations by year
2026: 8 · 2025: 15 · 2024: 26 · 2023: 24 · 2022: 22 · 2021: 23 · 2020: 13 · 2018: 2
FWCI
1.51
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Pharmacology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Topics
  • Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
  • Health Sciences › Medicine › Neurology › Neurological disorders and treatments
  • Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
Keywords
insula, substance use disorders, addiction treatment, brain stimulation, transcranial magnetic stimulation, transcranial direct current stimulation, deep brain stimulation, interoception, relapse, biomarkers

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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