The DOI matches its Crossref record; 148 of the 148 references it cites were found in a registry or an index.
The hidden island of addiction: the insula
Open accessAbstract
Most prior research on the neurobiology of addiction has focused on the role of subcortical systems, such as the amygdala, the ventral striatum and mesolimbic dopamine system, in promoting the motivation to seek drugs. Recent evidence indicates that a largely overlooked structure, the insula, plays a crucial part in conscious urges to take drugs. The insula has been highlighted as a region that integrates interoceptive (i.e. bodily) states into conscious feelings and into decision-making processes that involve uncertain risk and reward. Here, we propose a model in which the processing of the interoceptive effects of drug use by the insula contributes to conscious drug urges and to decision-making processes that precipitate relapse.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Consistent with this hypothesis, imaging studies have reported differential activation of the insula during craving, possibly reflecting interoceptive cues and hypothesised to involve CRF activation (table 2, circuit 18).54,117,118”
From Neurobiology of addiction: a neurocircuitry analysis (2016) · cites this paper as [54]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“The insula has long been implicated in drug cravings, the maintenance of drug-seeking behavior, and the regulation of distress during withdrawal [1,6,71].”
From The Insular Cortex: An Interface Between Sensation, Emotion and Cognition (2024) · cites this paper as [6]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Dysfunction of interoception is increasingly recognized as an important component of different mental health conditions, including anxiety disorders, mood disorders, eating disorders, addictive disorders, and somatic symptom disorders.”
From Interoception and Mental Health: A Roadmap. (2018) · cites this paper as [102]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Drug addiction, another condition marked by interoceptive disturbances, has an overlapping neural circuitry and abnormal responses to interoceptive cues (101–104).”
From Interoception and Mental Health: A Roadmap. (2018) · cites this paper as [102]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“The insula appears to have an interoceptive function that integrates autonomic and visceral information with emotion and motivation, thus providing conscious awareness of these urges.54”
From Neurobiology of addiction: a neurocircuitry analysis (2016) · cites this paper as [54]
In the citing paper
“For one, the AI, dACC and dlPFC activate synchronously in response to uncertainty in the environment; these regions overlap with areas implicated in negative mood states (Feinstein et al., 2006; Naqvi and Bechara, 2009; Davis and Hasson, 2016).”
From Cortico-striatal-thalamic loop circuits of the salience network: A central pathway in psychiatric disease and treatment (2016) · cites this paper as Naqvi and Bechara, 2009
In the citing paper
“It has also been associated with depression, anxiety or substance abuse (for reviews cf. Craig, 2009; Naqvi and Bechara, 2009).”
From Cognitive flexibility in adolescence: Neural and behavioral mechanisms of reward prediction error processing in adaptive decision making during development (2015) · cites this paper as Naqvi and Bechara, 2009
In the citing paper
“The insula, particularly its more anterior regions, is reciprocally connected to several limbic regions (e.g. ventromedial prefrontal cortex, amygdala, and ventral striatum) and appears to have an interoceptive function, integrating the autonomic and visceral information with emotion and motivation, thus providing conscious awareness of these urges (135).”
From Obesity and addiction: Neurobiological overlaps (2013) · cites this paper as [135]
In the citing paper
“The insula, particularly its more anterior regions, is reciprocally connected to several limbic regions (e.g. ventromedial prefrontal cortex, amygdala, and ventral striatum) and appears to have an interoceptive function, integrating the autonomic and visceral information with emotion and motivation, thus providing conscious awareness of these urges (135).”
From Obesity and addiction: Neurobiological overlaps (2013) · cites this paper as [135]
In the citing paper
“Consistent with this hypothesis, many imaging studies show differential activation of the insula during craving (135).”
From Obesity and addiction: Neurobiological overlaps (2013) · cites this paper as [135]
In the citing paper
“Consistent with this hypothesis, many imaging studies show differential activation of the insula during craving (95).”
From The Addictive Dimensionality of Obesity (2013) · cites this paper as [95]
In the citing paper
“The insula, particularly its more anterior regions, is reciprocally connected to several limbic regions and supports interoceptive functions, integrating the autonomic and visceral information with emotion and motivation and providing conscious awareness of these urges (95).”
From The Addictive Dimensionality of Obesity (2013) · cites this paper as [95]
In the citing paper
“Consistent with this hypothesis, many imaging studies show differential activation in the insula during craving (Naqvi and Bechara 2009).”
From Food and Drug Reward: Overlapping Circuits in Human Obesity and Addiction (2011) · cites this paper as Naqvi and Bechara 2009
In the citing paper
“The insula, particularly its more anterior regions, is reciprocally connected to several limbic regions (e.g., ventromedial prefrontal cortex, amygdala, and ventral striatum) and appears to have an interoceptive function, integrating the autonomic and visceral information with emotion and motivation, thus providing conscious awareness of these urges (Naqvi and Bechara 2009).”
From Food and Drug Reward: Overlapping Circuits in Human Obesity and Addiction (2011) · cites this paper as Naqvi and Bechara 2009
In the citing paper
“Moreover, the insula integrates emotional information to and from limbic and cortical areas and is involved in the representation of interoceptive responses to emotionally salient and rewarding stimuli, such as drug craving, urgency, and impulsivity (Bonson et al., 2002; Naqvi and Bechara, 2009; Villafuerte et al., 2011).”
From The effects of poor quality sleep on brain function and risk taking in adolescence (2013) · cites this paper as Naqvi and Bechara, 2009
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,845
(1994) · DigitalGeorgetown (Georgetown University Library) · Cited by 10,542
DESCARTES' ERROR: Emotion, Reason, and the Human Brain
Marg, E. (1995) · Optometry and Vision Science · doi:10.1002/j.1538-9235.1995.tb03988.x · Cited by 8,178
How do you feel? Interoception: The sense of the physiological condition of the body
Craig, A. D. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn894 · Cited by 6,006
The feeling of what happens: body and emotion in the making of consciousness
(2000) · Choice Reviews Online · doi:10.5860/choice.37-6553 · Cited by 6,001
What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience?
Berridge, K. C., & Robinson, T. E. (1998) · Brain Research Reviews · doi:10.1016/s0165-0173(98)00019-8 · Cited by 4,127
Neural systems of reinforcement for drug addiction: from actions to habits to compulsion
Everitt, B. J., & Robbins, T. W. (2005) · Nature Neuroscience · doi:10.1038/nn1579 · Cited by 3,785
Functional neuroanatomy of emotion: A meta-analysis of emotion activation studies in PET and fMRI
Phan, K. L., Wager, T., Taylor, S. F., & Liberzon, I. (2002) · NeuroImage · doi:10.1006/nimg.2002.1087 · Cited by 3,502
JAMES, W. (1884) · Mind · doi:10.1093/mind/os-ix.34.188 · Cited by 3,446
Neural systems supporting interoceptive awareness
Critchley, H. D., Wiens, S., Rotshtein, P., Öhman, A., & Dolan, R. J. (2004) · Nature Neuroscience · doi:10.1038/nn1176 · Cited by 3,406
Cited by
Sorted by citations
Items 201–300 of 833
Ndiaye, F. K., Huyvaert, M., Ortalli, A., Canouil, M., Lecoeur, C., Verbanck, M., Lobbens, S., Khamis, A., Marselli, L., Marchetti, P., et al. (2020) · International Journal of Obesity · doi:10.1038/s41366-019-0428-7 · Cited by 66
The influence of monetary punishment on cognitive control in abstinent cocaine-users
Hester, R., Bell, R. P., Foxe, J. J., & Garavan, H. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.05.027 · Cited by 66
“Recent work has consistently demonstrated insular cortex dysfunction is associated with addiction (Naqvi and Bechara, 2009; Paulus, 2007), particularly poor decision making that may contribute to continued drug taking in the face of significant negative consequences (Paulus et al.”
BackgroundInfluentialNucleus Accumbens Mediates Relative Motivation for Rewards in the Absence of Choice
Clithero, J. A., Reeck, C., Carter, R. M., Smith, D. V., & Huettel, S. A. (2011) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00087 · Cited by 69
Ruíz, S., Birbaumer, N., & Sitaram, R. (2013) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2013.00017 · Cited by 68
“Modulation of the insular activity with fMRI-BCI training might be relevant for different psychiatric diseases such as social phobia, antisocial behavior, schizophrenia, and addictive disorders, in which this area is critically involved (Nagai et al., 2007; Naqvi and Bechara, 2009).”
BackgroundDamage to the insula leads to decreased nicotine withdrawal during abstinence
Abdolahi, A., Williams, G. C., Benesch, C. G., Wang, H. Z., Spitzer, E. M., Scott, B. E., Block, R., & van Wijngaarden, E. (2015) · Addiction · doi:10.1111/add.13061 · Cited by 67
“(48) If such symptoms can be eliminated after a quit attempt, this may result in a subsequent lack of withdrawal-related urges.”
BackgroundBrain mu-opioid receptor binding predicts treatment outcome in cocaine-abusing outpatients
Ghitza, U. E., Preston, K., Epstein, D., Kuwabara, H., Endres, C. J., Bencherif, B., Boyd, S. J., Copersino, M., Frost, J., & Gorelick, D. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.05.003 · Cited by 63
The Cambridge Handbook of Substance and Behavioral Addictions
Sussman, S. Y. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591 · Cited by 64
Cosme, C. V., Gutman, A. L., & LaLumiere, R. T. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.92 · Cited by 65
“Indeed, Naqvi and Bechara (2009) have hypothesized that drug-associated cues activate the IC via the ventromedial PFC and the amygdala both of which connect with the AId directly, thereby providing a circuit whereby cued reinstatement can bypass the PIc, although it is not clear why this is not the…”
BackgroundInfluentialExecutive control network connectivity strength protects against relapse to cocaine use
McHugh, M. J., Gu, H., Yang, Y., Adinoff, B. H., & Stein, E. A. (2016) · Addiction Biology · doi:10.1111/adb.12448 · Cited by 70
The hyper-sentient addict: an exteroception model of addiction
DeWitt, S. J., Ketcherside, A., McQueeny, T. M., Dunlop, J. P., & Filbey, F. M. (2015) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2015.1049701 · Cited by 66
“In concordance with the aforementioned study in which insula-lesioned patients demonstrated significantly reduced craving for tobacco (4,10,11) these results indicate an important role of the insula in monitoring internal states that drive drug-seeking behavior.”
Han, H., Chen, J., Jeong, C., & Glover, G. H. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.01.001 · Cited by 65
Opioid-induced microglia reactivity modulates opioid reward, analgesia, and behavior
Green, J. M., Sundman, M., & Chou, Y. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104544 · Cited by 63
van Hell, H. H., Bossong, M. G., Jager, G., Kristo, G., van Osch, M. J. P., Zelaya, F. O., Kahn, R. S., & Ramsey, N. F. (2011) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145711000526 · Cited by 63
Stippekohl, B., Winkler, M. H., Mucha, R. F., Pauli, P., Walter, B., Vaitl, D., & Stark, R. M. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.227 · Cited by 64
“The insula, due to its function in monitoring physiological processes (Craig, 2009; Naqvi and Bechara, 2009), seems to be more involved in the bodily aspects.”
BackgroundInfluentialRando, K., Tuit, K. L., Hannestad, J. O., Guarnaccia, J. B., & Sinha, R. (2012) · Addiction Biology · doi:10.1111/adb.12008 · Cited by 61
“The insula has also been implicated in the experience of craving (Naqvi & Bechara 2009).”
BackgroundDo Nicotinic Receptors Modulate High-Order Cognitive Processing?
Koukouli, F., & Changeux, J. (2020) · Trends in Neurosciences · doi:10.1016/j.tins.2020.06.001 · Cited by 63
“Human individuals addicted to nicotine exhibit cognitive deficits similar to those of patients with an impaired ventromedial prefrontal cortex [116].”
Malik, S., Jacobs, M., Cho, S.-S., Boileau, I., Blumberger, D., Heilig, M., Wilson, A., Daskalakis, Z. J., Strafella, A. P., Zangen, A., et al. (2018) · Brain Imaging and Behavior · doi:10.1007/s11682-017-9800-1 · Cited by 58
“In humans, the insula has been associated with the facilitation of drug reward as activity within this region correlates with subjective cue-induced drug urges (craving) (Naqvi and Bechara 2009) and damage to this structure disrupts addiction to cigarette smoking (Naqvi et al.”
BackgroundCullity, E. R., Madsen, H. B., Perry, C. J., & Kim, J. H. (2018) · The Journal of Comparative Neurology · doi:10.1002/cne.24574 · Cited by 59
“Dopaminergic function in the agranular insula, which was our target, has been proposed to mediate some of the rewarding effects of substance use and play a role in the development of addiction (Goldstein et al., 2009; Naqvi & Bechara, 2009).”
BackgroundChen, Y., Chaudhary, S., & Li, C. R. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119764 · Cited by 62
Chen, J., Qin, J., He, Q., & Zou, Z. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00598 · Cited by 62
Prospective associations between brain activation to cocaine and no-go cues and cocaine relapse
Prisciandaro, J. J., Myrick, H., Henderson, S., McRae‐Clark, A. L., & Brady, K. T. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.04.008 · Cited by 56
Interoceptive attention in opioid and stimulant use disorder
Stewart, J. L., Khalsa, S. S., Kuplicki, R., Puhl, M., T Investigators, & Paulus, M. P. (2019) · Addiction Biology · doi:10.1111/adb.12831 · Cited by 57
Su, H., Liu, Y., Yin, D., Chen, T., Li, X., Zhong, N., Jiang, H., Wang, J., Du, J., Ke, X., et al. (2020) · Neuropharmacology · doi:10.1016/j.neuropharm.2020.108177 · Cited by 56
Klugah‐Brown, B., Zhou, X., Pradhan, B., Zweerings, J., Mathiak, K., Biswal, B. B., & Becker, B. (2021) · Addiction Biology · doi:10.1111/adb.12997 · Cited by 59
“Lesion studies have demonstrated a critical role of the anterior insula cortex in interoceptive accuracy and drug craving,(48) suggesting that the insula integrates bodily sensations with emotion and motivation and thus mediates the conscious awareness of urges.(49) In contrast to corticostriatal circuits, the insula…”
BackgroundJan, R. K., Lin, J. C., Miles, S. W., Kydd, R. R., & Russell, B. (2012) · Brain Sciences · doi:10.3390/brainsci2040553 · Cited by 57
“addiction [17,21].”
Alcoholism and the Loss of Willpower
Noël, X., Bechara, A., Brevers, D., Verbanck, P., & Campanella, S. (2010) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000037 · Cited by 58
“The crucial role of the insula in addiction was recently revealed in tobacco smokers (Naqvi & Bechara, 2009).”
BackgroundSelf-citationMe, Myself and My Insula: An Oasis in the Forefront of Self-Consciousness
Tisserand, A., Philippi, N., Botzung, A., & Blanc, F. (2023) · Biology · doi:10.3390/biology12040599 · Cited by 67
“Interestingly, Naqvi et al. showed that insular damages diminished addictive behaviors, suggesting that it might be the result of a reduced ability to detect interoceptive states related to craving or a reduction in the hedonic feeling induced by the substances [159,160].”
BackgroundAddicott, M. A., Baranger, D. A. A., Kozink, R. V., Smoski, M. J., Dichter, G. S., & McClernon, F. J. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2404-3 · Cited by 55
“For instance, insula activity has been associated with cue-induced urges to take a drug (for review, see Naqvi and Bechara 2009) and specifically with cigarette cue-induced craving among smokers (Brody et al. 2002).”
Sutherland, M. T., Ray, K. L., Riedel, M. C., Yanes, J. A., Stein, E. A., & Laird, A. R. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.12.021 · Cited by 55
Molecular and Functional Imaging of Internet Addiction
Zhu, Y., Zhang, H., & Tian, M. (2015) · BioMed Research International · doi:10.1155/2015/378675 · Cited by 60
“The insula has been proposed to play a crucial role in addiction [40].”
BackgroundConscious Experience and Episodic Memory: Hippocampus at the Crossroads
Behrendt, R. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00304 · Cited by 59
“The anterior insula may translate information concerning the organism’s bodily state into motivational functions and decision making biases (Contreras et al., 2007; Luhmann, 2009; Naqvi and Bechara, 2009).”
BackgroundBootstrap Enhanced Penalized Regression for Variable Selection with Neuroimaging Data
Abram, S. V., Helwig, N. E., Moodie, C. A., DeYoung, C. G., MacDonald, A. W., & Waller, N. G. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00344 · Cited by 55
Wood, S. M. W., Schembre, S. M., He, Q., Engelmann, J. M., Ames, S. L., & Bechara, A. (2016) · Physiology & Behavior · doi:10.1016/j.physbeh.2016.08.024 · Cited by 56
“Third, interoceptive circuitry, including the insula, modulates the activity of the other brain regions based on homeostatic signals [9, 10].”
BackgroundSelf-citationKohno, M., Dennis, L. E., McCready, H. D., & Hoffman, W. F. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00182 · Cited by 58
Verdejo‐Garcia, A., Contreras‐Rodríguez, O., Fonseca, F., Cuenca, A., Soriano‐Mas, C., Rodriguez, J., Pardo‐Lozano, R., Blanco‐Hinojo, L., de Sola Llopis, S., Farré, M., et al. (2014) · Addiction Biology · doi:10.1111/j.1369-1600.2012.00472.x · Cited by 53
“Increased activation of insula and putamen is consistently observed in cocaine cue-reactivity studies and has been associated with the conscious urge to seek drugs (Naqvi & Bechara 2009).”
BackgroundYang, X., Su, Y., Yang, F., Song, Y. Y., Yan, J., Luo, Y., & Zeng, J. (2022) · Psychological Medicine · doi:10.1017/s0033291722002707 · Cited by 51
The von economo neurons in apes and humans
Allman, J. M., Tetreault, N. A., Hakeem, A. Y., & Park, S. (2010) · American Journal of Human Biology · doi:10.1002/ajhb.21136 · Cited by 54
May, A. C., Stewart, J. L., Migliorini, R., Tapert, S. F., & Paulus, M. P. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.05.029 · Cited by 54
“…in MD, despite assertions that interoceptive dysfunction via the insula is implicated in addiction and interacts with decision making (e.g., Garavan, 2010; Naqvi and Bechara, 2009, 2010; Naqvi et al., 2007; Paulus et al., 2009; Verdejo-Garcia and Bechara, 2009; Verdejo-Garcia et al., 2012).”
BackgroundYour Resting Brain CAREs about Your Risky Behavior
Cox, C. L., Gotimer, K., Roy, A. K., Castellanos, F. X., Milham, M. P., & Kelly, C. A. M. (2010) · PLoS ONE · doi:10.1371/journal.pone.0012296 · Cited by 59
“Perhaps due to its implication in addictive disorders [61], the”
BackgroundIctal alterations of consciousness during ecstatic seizures
Picard, F., & Kurth, F. (2013) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2013.09.036 · Cited by 52
“The insula is known to represent the interoceptive effects of drug use, giving rise to “a subjective feeling which includes conscious appreciation of interoceptive effects in addition to pleasure” [45].”
BackgroundFunctional and Structural Brain Changes Associated with Methamphetamine Abuse
Jan, R. K., Kydd, R. R., & Russell, B. R. (2012) · Brain Sciences · doi:10.3390/brainsci2040434 · Cited by 52
“The insula has been implicated in error-related processes [178,179], and plays a central role in reward-related decision-making processes by integrating bodily (interoceptive) states into conscious feelings such as urges to take drugs [180].”
BackgroundThe effect of age on neural processing of pleasant soft touch stimuli
May, A. C., Stewart, J. L., Tapert, S. F., & Paulus, M. P. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00052 · Cited by 56
“…2003; Bjornsdotter et al., 2009; Loken et al., 2009; Paulus and Stein, 2010; McGlone et al., 2012) contributing to an overall awareness of the body’s condition by providing signals of the experienced sensation (Craig, 2002; Naqvi and Bechara, 2009; Paulus et al., 2009; Bjornsdotter et al., 2010).”
BackgroundXue, F., Droutman, V., Barkley‐Levenson, E. E., Smith, B. J., Xue, G., Miller, L. C., Bechara, A., Lu, Z., & Read, S. J. (2018) · Human Brain Mapping · doi:10.1002/hbm.23931 · Cited by 50
“It has been called the “island of addiction” (Naqvi & Bechara, 2009) due to its fundamental role in connecting stimuli and environmental cues with urges and in activating drug-seeking goals (Droutman, Read, & Bechara, 2015b).”
BackgroundSelf-citationInsular neural system controls decision-making in healthy and methamphetamine-treated rats
Mizoguchi, H., Katahira, K., Inutsuka, A., Fukumoto, K., Nakamura, A., Wang, T., Nagai, T., Sato, J., Sawada, M., Ohira, H., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418014112 · Cited by 49
“This is the first report to our knowledge to demonstrate a causal role for the INS in decision-making, strongly supporting many fMRI studies that showed a correlation between INS activity and conscious urges in human studies of addiction (29).”
BackgroundResultThe role of the insula in internet gaming disorder
Turel, O., He, Q., Lei, W. I., & Bechara, A. (2020) · Addiction Biology · doi:10.1111/adb.12894 · Cited by 51
“Specifically, engaging the insula hijacks or weakens prefrontal activity (negative coupling) and exacerbates or enhances dopaminergic circuits (positive coupling).(18,19) When interoceptive signal processing is disrupted, for example, through lesions to the insula, the desire to seek reward resulting from deprivation…”
BackgroundSelf-citationHow distinct functional insular subdivisions mediate interacting neurocognitive systems
Zhao, H., Turel, O., Bechara, A., & He, Q. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac169 · Cited by 51
“…that the vAI translates interoceptive signals generated by PI into what one subjectively experiences as a feeling of desire, anticipation, or urge, which ultimately sensitizes the reward-seeking regions of the brain (Naqvi and Bechara 2009; Verdejo-Garcia et al. 2012; Droutman, Read, et al. 2015).”
InfluentialSelf-citationBoosting psychological change: Combining non-invasive brain stimulation with psychotherapy
Tatti, E., Phillips, A., Paciorek, R., Romanella, S. M., Dèttore, D., Lorenzo, G. D., Ruffini, G., Rossi, S., & Santarnecchi, E. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104867 · Cited by 54
Involvement of the rostral agranular insular cortex in nicotine self-administration in rats
Pushparaj, A. P., Kim, A. S., Musiol, M., Trigo, J. M., & Foll, B. L. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2015.04.039 · Cited by 50
Sweitzer, M. M., Geier, C. F., Addicott, M. A., Denlinger, R. L., Raiff, B. R., Dallery, J., McClernon, F. J., & Donny, E. C. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2016.56 · Cited by 51
“…is thought to play a central role in interoceptive awareness of internal, subjective states, including craving to smoke (Kuhn and Gallinat, 2011; Naqvi and Bechara, 2009; Wang et al, 2014); and insula lesions have been associated with abrupt disruption of tobacco addiction (Naqvi et al, 2007).”
Lee, D., Lee, J., Lee, J. E., & Jung, Y. (2017) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2017.02.005 · Cited by 52
“It has been implicated in mechanisms of addiction due to its role in integrating interceptive signals with conscious feelings (Naqvi and Bechara, 2009).”
BackgroundZhang, J., Dong, H., Zhao, Z., Chen, S., Jiang, Q. Y., Du, X., & Dong, G. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.01.008 · Cited by 49
Richter, F., García, A. M., Rodriguez Arriagada, N., Yoris, A., Birba, A., Huepe, D., Zimmer, H., Ibáñez, A., & Sedeño, L. (2021) · Human Brain Mapping · doi:10.1002/hbm.25288 · Cited by 46
“…patients with anxiety (Paulus & Stein, 2010), affective disorders (Avery et al., 2014), anorexia nervosa (Berner et al., 2018), addictive behavior (Naqvi & Bechara, 2009), depersonalization– derealization disorder (Sedeño et al., 2014), multiple sclerosis (Salamone et al., 2018), posttraumatic…”
BackgroundReed, D. D., Naudé, G. P., Gelino, B. W., & Amlung, M. T. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.011 · Cited by 48
The role of alpha-7 nicotinic receptors in food intake behaviors
Legget, K. T., Cornier, M., & Tregellas, J. R. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00553 · Cited by 49
“The insula is associated with urges and cravings related to both food and drugs of abuse (Pelchat et al., 2004; Naqvi and Bechara, 2009; Forget et al., 2010).”
van Hasselt, F. N., de Visser, L., Tieskens, J. M., Cornelisse, S., Baars, A. M., Lavrijsen, M., Krugers, H. J., van den Bos, R., & Joëls, M. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037820 · Cited by 53
“The insular cortex is thought to be a key structure in integrating representations of the homeostatic state (interoceptive or bodily state) associated with prior experiences and using that to guide future motivated behaviors, including risky decision making [92,93,94].”
BackgroundHeitzeg, M. M., Cope, L. M., Martz, M. E., Hardee, J. E., & Zucker, R. A. (2015) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.09.003 · Cited by 54
Cocker, P. J., & Winstanley, C. A. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.10.043 · Cited by 49
An intrinsic connectivity network approach to insula-derived dysfunctions among cocaine users
Wisner, K., Patzelt, E. H., Lim, K. O., & MacDonald, A. W. (2013) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2013.848211 · Cited by 49
“In consideration of the model by Bechara, Naqvi and colleagues (11,12,29), the present findings may provide novel biological evidence of the ‘‘loss of function,’’ to have awareness of and modulate behavior.”
BackgroundEvaluation of Interoceptive Awareness in Alcohol-Addicted Patients
Çöl, I. A., Sönmez, M. B., & Vardar, E. (2015) · Nöro Psikiyatri Arşivi · doi:10.5152/npa.2015.9898 · Cited by 48
“Demonstration of the insula as the primary center for IA processes, observation of changes in addiction behaviors in individuals with insula damage and in animal studies in which the insula is suppressed pharmacologically, and a number of neuroimaging studies that have shown insular cortex activation in association wi…”
BackgroundInfluentialChen, H., Dong, G., & Li, K. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1094583 · Cited by 47
“Meanwhile, insula integrates mutual perception states into conscious sensing and involves risk and reward in the decisionmaking process (48).”
BackgroundKoot, S., Baars, A., Hesseling, P., van den Bos, R., & Joëls, M. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.02.008 · Cited by 46
Yan, H., Xiao, S., Fu, S., Gong, J., Qi, Z., Chen, G., Chen, P., Tang, G., Su, T., Yang, Z., et al. (2023) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13539 · Cited by 47
“Cumulative evidence suggested that disruption of the insula in SUD may underline a dysfunction in interoceptive and somatic states processing, as well as alterations of visceral and homeostatic processes, which may elicit the need to drugs, change emotional response, promote failure in decision-making and loss of cont…”
BackgroundHe, Q., Huang, X., Zhang, S., Turel, O., Ma, L., & Bechara, A. (2019) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.12.005 · Cited by 49
“This is consistent across substances; strokes that damage the insular cortex tend to eliminate the urge to smoke in individuals previously addicted to cigarette smoking (62, 63).”
BackgroundSelf-citationDuan, X., Hu, M., Huang, X., Su, C., Zong, X., Dong, X., He, C., Xiao, J., Li, H., Tang, J., et al. (2019) · Schizophrenia Bulletin · doi:10.1093/schbul/sbz087 · Cited by 47
Berk, L., Stewart, J. L., May, A. C., Wiers, R. W., Davenport, P. W., Paulus, M. P., & Tapert, S. F. (2015) · Addiction · doi:10.1111/add.13090 · Cited by 42
Gil-Lievana, E., Balderas, I., Moreno‐Castilla, P., Luis-Islas, J., McDevitt, R. A., Tecuapetla, F., Gutiérrez, R., Bonci, A., & Bermúdez‐Rattoni, F. (2020) · Communications Biology · doi:10.1038/s42003-020-0862-z · Cited by 47
The Prevention and Treatment of Gambling Disorders: Some Art, Some Science
Derevensky, J. L. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.024 · Cited by 45
Brain Network Response to Acupuncture Stimuli in Experimental Acute Low Back Pain: An fMRI Study
Shi, Y., Liu, Z., Zhang, S., Li, Q., Guo, S.-G., Yang, J., & Wu, W. (2015) · Evidence-based Complementary and Alternative Medicine · doi:10.1155/2015/210120 · Cited by 46
“The results showed higher ReHo values in the right insula, possibly indicating an increase in the judgment function and evasive actions during the pain state; because the insula also participates in learning and memory regarding pain [27], the higher ReHo values in the insula indicate increased function.”
Janes, A. C., Gilman, J. M., Radoman, M., Pachas, G. N., D, M. F. M., & Evins, A. E. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2017.06.012 · Cited by 46
“The insula’s and dorsal striatum’s role in addiction is well founded (Everitt and Robbins, 2013, Naqvi and Bechara, 2009), with the current findings supporting recent evidence suggesting these regions work in concert to maintain addiction.”
BackgroundClosing the brain–heart loop: Towards more holistic models of addiction and addiction recovery
Eddie, D., Bates, M. E., & Buckman, J. F. (2020) · Addiction Biology · doi:10.1111/adb.12958 · Cited by 48
“and structural overlaps are applicable to other neuroscientific models of addiction.(15,23,24)”
BackgroundMigliorini, R., Stewart, J. L., May, A. C., Tapert, S. F., & Paulus, M. P. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.08.015 · Cited by 46
Considering the Overlap and Nonoverlap of Compulsivity, Impulsivity, and Addiction
Blum, A. W., & Grant, J. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.038 · Cited by 44
Neurobiological Foundations of Behavioral Addictions
Vaccaro, A. G., & Potenza, M. N. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.016 · Cited by 45
Neurobiology of Substance Addictions
Christie, N. C., & Bechara, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.015 · Cited by 44
Self-citationSensitization of Incentive Salience and the Transition to Addiction
Warlow, S. M., Baumgartner, H. M., Freeland, C. M., Naffziger, E. E., Olney, J. J., Berridge, K. C., & Robinson, M. J. F. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.006 · Cited by 46
Hone‐Blanchet, A., Ciraulo, D. A., Pascual‐Leone, Á., & Fecteau, S. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.10.001 · Cited by 48
Aghajani, M., Colins, O. F., Klapwijk, E. T., Veer, I. M., Andershed, H., Popma, A., van der Wee, N. J., & Vermeiren, R. R. J. M. (2016) · Human Brain Mapping · doi:10.1002/hbm.23292 · Cited by 44
“, 2014] and reward-related [Haber, 2011; Naqvi and Bechara, 2009] processes.”
BackgroundWu, H., Zheng, Y., Zhan, Q., Dong, J., Peng, H., Zhai, J., Zhao, J., She, S., & Wu, C. (2019) · Psychological Medicine · doi:10.1017/s0033291719003647 · Cited by 44
“…ventral striatum) and the dorsolateral and ventromedial prefrontal cortex (for a review see Namkung et al., 2017), have been implicated in the integration of interoception (Craig, 2009), subjective feelings (Craig, 2009; Damasio, 2003; Kesebir et al., 2013), and motivations (Naqvi & Bechara, 2009).”
BackgroundMindfulness-Based Interventions Applied to Addiction Treatments
Kechter, A., & Black, D. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.040 · Cited by 43
Multiple Memory Systems, Addiction, and Health Habits: New Routes for Translational Science
Stacy, A. W., Pike, J. R., & Lee, A. Y. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.017 · Cited by 43
Tanning as an Addiction: The State of the Research and Implications for Intervention
Miller, K. A., & Mays, D. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.037 · Cited by 43
Schulte, E. M., Schiestl, E. T., & Gearhardt, A. N. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.035 · Cited by 43
Yang, Y., Wu, Q., & Morys, F. (2021) · Brain Sciences · doi:10.3390/brainsci11121587 · Cited by 45
A voxel-based morphometry study of young occasional users of amphetamine-type stimulants and cocaine
Mackey, S., Stewart, J. L., Connolly, C. G., Tapert, S. F., & Paulus, M. P. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.11.018 · Cited by 44
“Considerable independent evidence suggests that the anterior striatum, vmPFC and insula participate in a network of brain regions that are important for decision-making processes related to substance use (Naqvi and Bechara, 2009).”
BackgroundInfluentialToward a Triadic Approach to Craving in Addictive Disorders: The Metacognitive Hub Model
Flaudias, V., Heeren, A., Brousse, G., & Maurage, P. (2019) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000225 · Cited by 45
“” For instance, the insular cortex activity might drive motivation toward a substance by simultaneously exacerbating the automatic/impulsive system’s activity and disrupting prefrontal cortex inhibitory functions.(17,18)”
BackgroundBehavioral Economics and Addictive Disorders
Jarmolowicz, D. P., & Schneider, T. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.005 · Cited by 42
Prevention and Treatment of Compulsive Buying Disorder
Galimov, A., & Black, D. W. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.027 · Cited by 42
Blum, K., Roy, A. K., Podesta, A., Modestino, E. J., Steinberg, B., Gondré-Lewis, M. C., Baron, D. A., Thanos, P. K., Lott, L., Badgaiyan, S., et al. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.031 · Cited by 42
Prevention and Treatment of “Food Addiction”
Davis, C., & Mason, A. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.023 · Cited by 42
Human Neurobiological Approaches to Hedonically Motivated Behaviors
Burger, K. S., Shearrer, G. E., & Sadler, J. R. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.009 · Cited by 42
Feedback Models for Gambling Control: The Use and Efficacy of Online Responsible Gambling Tools
Griffiths, M. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.034 · Cited by 42
Connecting Circuits with Networks in Addiction Neuroscience: A Salience Network Perspective
Cushnie, A. K., Tang, W., & Heilbronner, S. R. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24109083 · Cited by 47
Ewing, S. W. F., & Chung, T. A. (2013) · Psychology of Addictive Behaviors · doi:10.1037/a0031491 · Cited by 43
“A rapidly expanding literature reviews brain-based changes associated with the transition into and maintenance of addiction (e.g., Koob & Volkow, 2010; Naqvi & Bechara, 2009; Everitt & Robbins, 2005; Robison & Nestler, 2011).”
Obesity and Brain Addiction Circuitry
Taghva, A. S., Corrigan, J. D., & Rezai, A. R. (2012) · Neurosurgery · doi:10.1227/neu.0b013e31825972ab · Cited by 44
Trait And Neurobiological Correlates Of Individual Differences In Dream Recall And Dream Content
Blagrove, M., & Pace-Schott, E. F. (2010) · International review of neurobiology · doi:10.1016/s0074-7742(10)92008-4 · Cited by 50
Impaired emotion recognition is linked to alexithymia in heroin addicts
Craparo, G., Gori, A., Dell’Aera, S., Costanzo, G., Fasciano, S., Tomasello, A., & Vicario, C. M. (2016) · PeerJ · doi:10.7717/peerj.1864 · Cited by 42
Spierling, S. R., de Guglielmo, G., Kirson, D., Kreisler, A. D., Roberto, M., George, O., & Zorrilla, E. P. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0538-x · Cited by 42
“Insula-accumbens involvement Since the insular cortex has been implicated in addiction-related behavior [24] and its projections from the anterior region to the nucleus accumbens have been shown to mediate compulsive-like alcohol intake in rats [25] and be dysregulated in disordered eating in humans [26, 27], we hypot…”
BackgroundRole of insular cortex D1 and D2 dopamine receptors in nicotine self-administration in rats
Kutlu, M. G., Burke, D., Slade, S., Hall, B. J., Rose, J. E., & Levin, E. D. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2013.08.005 · Cited by 41
“The agranular insula, on the other hand, is responsible for the emotional and motivational integration of visceral information and has reciprocal connections with the limbic areas responsible for reward-processing such as the anterior cingulate cortex, the ventromedial prefrontal cortex, the amygdala, and the ventral…”
BackgroundFunctional lateralization of the anterior insula during feedback processing
Späti, J., Chumbley, J. R., Brakowski, J., Doerig, N., Holtforth, M. G., Seifritz, E., & Spinelli, S. (2014) · Human Brain Mapping · doi:10.1002/hbm.22484 · Cited by 46
“It is known that these disorders are associated with func- tional and structural abnormalities of the AI (Diener et al., 2012; Hatton et al., 2012; Naqvi and Bechara, 2009; Pala- niyappan and Liddle, 2012; Shepherd et al., 2012).”
BackgroundJones, C. L., Minati, L., Harrison, N. A., Ward, J., & Critchley, H. (2011) · PLoS ONE · doi:10.1371/journal.pone.0020942 · Cited by 45
“Clinical reports show that when the insula is damaged, addictive behavior is attenuated [16].”
Background
Metadata
- Authors
- Naqvi, N. H., & Bechara, A.
- Affiliations
- New York State Psychiatric Institute (US)
- University of Southern California (US)
- Corresponding author
- Bechara, Antoine
- ORCID
- Bechara, Antoine
- Venue
- Trends in Neurosciences
- Publisher
- Elsevier BV
- Published
- 2009-01
- Volume
- 32
- Issue
- 1
- Pages
- 56-67
- ISSN
- 0166-2236 (ISSN-L)
- PMC
- PMC3698860
- OpenAlex
- W2036074427
- Semantic Scholar
- 2c3d49d333514ca29ffa128dca631e5f5cfbfe5b
- Cited by
- 833
- References
- 148
- Citations by year
- 2026: 29 · 2025: 26 · 2024: 32 · 2023: 45 · 2022: 58 · 2021: 44 · 2020: 107 · 2019: 38 · 2018: 37 · 2017: 42 · 2016: 53 · 2015: 48 · 2014: 49 · 2013: 60 · 2012: 52
- FWCI
- 3.11
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Trends in Neurosciences (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (R01DA023051)
- National Institute of General Medical Sciences (T32GM007337)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- insula, addiction, drug craving, interoception, relapse, decision-making, risk and reward, neurobiology of addiction
- MeSH terms
- Animals, Cerebral Cortex, Humans, Models, Biological, Neural Pathways, Substance-Related Disorders
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review