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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.
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“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
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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
Koob, G. F., & Volkow, N. D. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.110 · Cited by 5,340
“Our understanding of the neurobiological substrates for the reinforcing effects of drugs of abuse can be traced to early work on the identification of a reward system in the brain with the discovery of electrical brain stimulation reward or intracranial self-stimulation by Olds and Milner (1954). Brain stimulation rew…”
BackgroundResultInfluentialLarge-scale brain networks and psychopathology: a unifying triple network model
Menon, V. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.08.003 · Cited by 4,168
Neurobiology of addiction: a neurocircuitry analysis
Koob, G. F., & Volkow, N. D. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(16)00104-8 · Cited by 3,698
Taming THC: potential cannabis synergy and phytocannabinoid-terpenoid entourage effects.
Russo, E. B. (2011) · British Journal of Pharmacology · doi:10.1111/j.1476-5381.2011.01238.x · Cited by 1,535
Interoception and Mental Health: A Roadmap.
Khalsa, S. S., Adolphs, R., Cameron, O. G., Critchley, H. D., Davenport, P. W., Feinstein, J. S., Feusner, J. D., Garfinkel, S. N., Lane, R. D., Mehling, W. E., et al. (2018) · Biological psychiatry. Cognitive neuroscience and neuroimaging · doi:10.1016/j.bpsc.2017.12.004 · Cited by 1,453
Self-citationDrug addiction: updating actions to habits to compulsions ten years on
Everitt, B. J., & Robbins, T. W. (2016) · Annual Review of Psychology · doi:10.1146/annurev-psych-122414-033457 · Cited by 1,225
The neurobiology of anhedonia and other reward-related deficits
Der-Avakian, A., & Markou, A. (2012) · Trends in Neurosciences · doi:10.1016/j.tins.2011.11.005 · Cited by 1,130
“The anterior insula encodes the subjective value of rewards [97] and representations of interoceptive effects of rewards (reviewed in [98]).”
BackgroundChanda, M. L., & Levitin, D. J. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.02.007 · Cited by 1,247
Cognitive neuroscience of self-regulation failure
Heatherton, T. F., & Wagner, D. D. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.12.005 · Cited by 1,033
The Neuroscience of Drug Reward and Addiction
Volkow, N. D., Michaelides, M., & Baler, R. (2019) · Physiological Reviews · doi:10.1152/physrev.00014.2018 · Cited by 863
“The relevance of the insula to addiction first emerged with a seminal study that showed that smokers with insular lesions (due to stroke) were able to quit smoking with remarkable ease, without cravings or relapse (243).”
Gogolla, N. (2017) · Current Biology · doi:10.1016/j.cub.2017.05.010 · Cited by 851
Sescousse, G., Caldú, X., Segura, B., & Dreher, J.-C. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.02.002 · Cited by 782
“This situation enables the anterior insula to integrate autonomic and visceral information with emotional and motivational processes, in line with its proposed role in interoception (Naqvi and Bechara, 2009).”
InfluentialObesity and addiction: Neurobiological overlaps
Volkow, N. D., Wang, G. ‐., Tomasi, D., & Baler, R. D. (2013) · Obesity Reviews · doi:10.1111/j.1467-789x.2012.01031.x · Cited by 800
“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).”
BackgroundResultReward mechanisms in obesity: new insights and future directions
Kenny, P. J. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.016 · Cited by 748
“, prefrontal cortex) and in interoceptive processing (insular cortex) have been heavily implicated in drug addiction (Everitt et al., 2008; Fineberg et al., 2010; Koob and Volkow, 2010; Naqvi and Bechara, 2009), yet little is known of their precise role in compulsive eating and obesity, e.”
BackgroundPeters, S. K., Dunlop, K., & Downar, J. (2016) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2016.00104 · Cited by 611
“Functional abnormalities of single SN nodes have been related to SUD behaviors; the AI is considered critical to conscious drug-seeking motivation (Naqvi and Bechara, 2009).”
BackgroundNieuwenhuys, R. (2012) · Progress in Brain Research · doi:10.1016/b978-0-444-53860-4.00007-6 · Cited by 580
Mindfulness meditation training alters cortical representations of interoceptive attention
Farb, N. A. S., Segal, Z. V., & Anderson, A. K. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss066 · Cited by 566
“, 2009) and maladaptive biases such as addiction (Naqvi and Bechara, 2009).”
BackgroundZilverstand, A., Huang, A., Alia‐Klein, N., & Goldstein, R. Z. (2018) · Neuron · doi:10.1016/j.neuron.2018.03.048 · Cited by 598
The changing opioid crisis: development, challenges and opportunities
Volkow, N. D., & Blanco, C. (2020) · Molecular Psychiatry · doi:10.1038/s41380-020-0661-4 · Cited by 594
Food and Drug Reward: Overlapping Circuits in Human Obesity and Addiction
Volkow, N. D., Wang, G. J., Fowler, J. S., Tomasi, D., & Baler, R. (2011) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2011_169 · Cited by 525
“motivation, thus providing conscious awareness of these urges (Naqvi and Bechara 2009).”
BackgroundResultResting state functional connectivity in addiction: Lessons learned and a road ahead
Sutherland, M. T., McHugh, M. J., Pariyadath, V., & Stein, E. A. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.117 · Cited by 509
“Multiple studies of cigarette-cue reactivity have noted positive associations between insula responses and subjective use-urges (Naqvi and Bechara, 2009).”
BackgroundInfluentialThe insula: an underestimated brain area in clinical neuroscience, psychiatry, and neurology
Namkung, H., Kim, S.-H., & Sawa, A. (2017) · Trends in Neurosciences · doi:10.1016/j.tins.2017.02.002 · Cited by 462
Nicotine addiction and nicotinic receptors: lessons from genetically modified mice
Changeux, J.-P. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2849 · Cited by 453
The von Economo neurons in frontoinsular and anterior cingulate cortex in great apes and humans
Allman, J. M., Tetreault, N. A., Hakeem, A. Y., Manaye, K. F., Semendeferi, K., Erwin, J. M., Park, S., Goubert, V., & Hof, P. R. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0254-0 · Cited by 354
“Disruption of this feedback could also underlie the recently recognized role of the insula in the feelings of craving associated with addiction to food or drugs (Naqvi and Bechara 2009).”
BackgroundInternet and Gaming Addiction: A Systematic Literature Review of Neuroimaging Studies
Kuss, D. J., & Griffiths, M. D. (2012) · Brain Sciences · doi:10.3390/brainsci2030347 · Cited by 437
“Insula dysfunction may explain neurological activities indicative of relapse [60].”
BackgroundA neurocognitive approach to understanding the neurobiology of addiction
Noël, X., Brevers, D., & Bechara, A. (2013) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2013.01.018 · Cited by 466
“The insula is viewed as a ‘gate’ system that responds to homeostatic perturbations [5], which in turn modulate activities of the dual systems [6].”
BackgroundSelf-citationJanes, A. C., Pizzagalli, D. A., Richardt, S., Frederick, B. D., Chuzi, S., Pachas, G., Culhane, M. A., Holmes, A. J., Fava, M., Evins, A. E., et al. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.12.034 · Cited by 416
“focus because it is reactive to smoking-related cues (19), may”
Contributions of the insula to cognition and emotion
Gasquoine, P. G. (2014) · Neuropsychology Review · doi:10.1007/s11065-014-9246-9 · Cited by 400
“Hyper - and Hypo - Neuroimaged Activity in the Insula Several functional neuroimaging studies have shown increased activity within the insula in either hemisphere during conscious urges to take drugs of all types ( see Naqvi and Bechara 2008 for review ) .”
BackgroundNeural substrates of smoking cue reactivity: A meta-analysis of fMRI studies
Engelmann, J. M., Versace, F., Robinson, J. D., Minnix, J. A., Lam, C. Y., Cui, Y., Brown, V. L., & Cinciripini, P. M. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.12.024 · Cited by 394
“The insula has been shown to be important in interoception (Craig, 2002) and taste perception (Pritchard et al., 1999), and may thus be involved in perception of cue-evoked conditioned responses, resulting in a subjective craving for cigarettes (Naqvi & Bechara, 2009; Naqvi & Bechara, 2010).”
Alterations in brain structure and functional connectivity in prescription opioid-dependent patients
Upadhyay, J., Maleki, N., Potter, J. S., Elman, I., Rudrauf, D., Knudsen, J., Wallin, D. J., Pendse, G., McDonald, L., Griffin, M. L., et al. (2010) · Brain · doi:10.1093/brain/awq138 · Cited by 403
“The structure has been implicated in craving for multiple drugs of abuse (Naqvi et al., 2007; Naqvi and Bechara, 2009).”
BackgroundThe Addictive Dimensionality of Obesity
Volkow, N. D., Wang, G.-J., Tomasi, D., & Baler, R. D. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.12.020 · Cited by 380
“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).”
BackgroundResultA convergent functional architecture of the insula emerges across imaging modalities
Kelly, C., Toro, R., Di Martino, A., Cox, C. L., Bellec, P., Castellanos, F. X., & Milham, M. P. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.021 · Cited by 374
“Given the implication of the insula across several clinical and psychiatric disorders, including autism and addiction (Di Martino et al., 2009a; Naqvi and Bechara, 2009), delineating these connectivity-based functional building blocks of the insula will inform investigations of the role of this…”
InfluentialBrain default-mode network dysfunction in addiction
Zhang, R., & Volkow, N. D. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.06.036 · Cited by 386
The insula: a critical neural substrate for craving and drug seeking under conflict and risk
Naqvi, N. H., Gaznick, N., Tranel, D., & Bechara, A. (2014) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12415 · Cited by 336
Self-citationRevisiting the role of the insula in addiction
Droutman, V., Read, S. J., & Bechara, A. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.05.005 · Cited by 317
Self-citationChase, H. W., Eickhoff, S. B., Laird, A. R., & Hogarth, L. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.05.025 · Cited by 316
“Previous reviews (29,30) have treated activations of a given reion as a binary variable.”
InfluentialGray matter abnormalities in internet addiction: a voxel-based morphometry study
Zhou, Y., Lin, F.-C., Du, Y.-S., Qin, L.-D., Zhao, Z.-M., Xu, J.-R., & Lei, H. (2011) · European Journal of Radiology · doi:10.1016/j.ejrad.2009.10.025 · Cited by 301
Balodis, I. M., Kober, H., Worhunsky, P. D., Stevens, M. C., Pearlson, G. D., & Potenza, M. N. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.01.006 · Cited by 305
“Altogether, the role for the insula in signaling aversive value has led to the proposal of this area as an important therapeutic target in both PG and substance dependence (54,58).”
BackgroundHoudé, O., Rossi, S., Lubin, A., & Joliot, M. (2010) · Developmental Science · doi:10.1111/j.1467-7687.2009.00938.x · Cited by 306
Aversive state processing in the posterior insular cortex
Gehrlach, D. A., Dolensek, N., Klein, A. S., Roy Chowdhury, R., Matthys, A., Junghänel, M., Gaitanos, T. N., Podgornik, A., Black, T. D., Reddy Vaka, N., et al. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0469-1 · Cited by 303
The effects of poor quality sleep on brain function and risk taking in adolescence
Telzer, E. H., Fuligni, A. J., Lieberman, M. D., & Galván, A. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.01.025 · Cited by 296
“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., 20…”
Cognitive control of drug craving inhibits brain reward regions in cocaine abusers
Volkow, N. D., Fowler, J. S., Wang, G.-J., Telang, F., Logan, J., Jayne, M., Ma, Y., Pradhan, K., Wong, C., & Swanson, J. M. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.088 · Cited by 283
“…involved with salience attribution) (Hare et al., 2008) and right insula, (region involved with interoception including awareness of craving) (Naqvi and Bechara, 2009) with CI, suggests that both the alteration in salience to the cues and in interoceptive awareness were involved in the…”
BackgroundPotenza, M. N., Hong, K., Lacadie, C., Fulbright, R. K., Tuit, K. L., & Sinha, R. (2012) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11020289 · Cited by 300
Ruíz, S., Lee, S., Soekadar, S. R., Carìa, A., Veit, R., Kircher, T. T. J., Birbaumer, N., & Sitaram, R. (2011) · Human Brain Mapping · doi:10.1002/hbm.21427 · Cited by 288
“VC 2011 Wiley Periodicals, Inc. Keywords: real-time fMRI; schizophrenia; insula; face emotion recognition; self-regulation; neurofeedback r r”
BackgroundFood Addiction in the Light of DSM-5
Meule, A., & Gearhardt, A. N. (2014) · Nutrients · doi:10.3390/nu6093653 · Cited by 277
“Similarly, activation patterns of neuronal structures underlying craving experiences largely overlap across different substances, including food [15,59–61].”
BackgroundNeural Basis of Video Gaming: A Systematic Review
Palaus, M., Marrón, E. M., Viejo-Sobera, R., & Redolar-Ripoll, E. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00248 · Cited by 317
“Striatal volumes, particularly the ventral striatum, responsible for a key role in reward prediction, were reduced in people with excessive internet gaming compared to healthy controls (Hou et al., 2012 ∗ ) and in the insula, with its role in conscious urges to abuse drugs (Naqvi and Bechara, 2009).”
BackgroundReimann, M., Castaño, R., Zaichkowsky, J. L., & Bechara, A. (2011) · Journal of Consumer Psychology · doi:10.1016/j.jcps.2011.11.003 · Cited by 293
“Recently, Reimann and Aron (2009) suggested that these ideas of relationships may be relevant to consumers' close relationships with brands as people also form a similar type of relationship with objects (Belk, 1988).”
BackgroundSelf-citationThe role of interoception in addiction: A critical review
Verdejo‐García, A., Clark, L., & Dunn, B. D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.05.007 · Cited by 290
Breese, G. R., Sinha, R., & Heilig, M. A. (2010) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2010.09.007 · Cited by 274
“This latter structure is of particular interest because it is reciprocally interconnected with the amygdala, encodes aversive interoceptive states, and has been implicated in mechanisms of craving and relapse (see review by Naqvi and Bechara, 2009).”
BackgroundThe impact of prior risk experiences on subsequent risky decision-making: The role of the insula
Xue, G., Lu, Z., Levin, I. P., & Bechara, A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.097 · Cited by 249
“Mounting evidence has suggested that the insula plays an important role in signaling the awareness of the urge for drug addictions (Naqvi and Bechara, 2009).”
InfluentialSelf-citationIdentifying Neurobiological Phenotypes Associated with Alcohol Use Disorder Severity
Claus, E. D., Ewing, S. W. F., Filbey, F. M., Sabbineni, A., & Hutchison, K. E. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2011.99 · Cited by 251
“The correlations of the insula with AUD severity measures suggests a potential increase in processing of interoceptive cues triggered by cue presentation (Bechara 2005; Critchley, 2005; Goldstein et al, 2009; Gray and Critchley, 2007; Lovero et al, 2009; Naqvi and Bechara, 2009; Paulus, 2007).”
BackgroundCritical Roles for Anterior Insula and Dorsal Striatum in Punishment-Based Avoidance Learning
Palminteri, S., Justo, D., Jauffret, C., Pavlicek, B., Dauta, A., Delmaire, C., Czernecki, V., Karachi, C., Capelle, L., Dürr, A., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.10.017 · Cited by 237
“This is in line with theories proposing that brain areas involved in somatic affective representations are causally responsible for making a choice (Jones et al., 2010; Naqvi and Bechara, 2009; Craig, 2003).”
Neural systems underlying approach and avoidance in anxiety disorders
Robin L., A., & Martin, P. P. (2010) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2010.12.4/raupperle · Cited by 227
Hogarth, L., & Chase, H. W. (2011) · Journal of Experimental Psychology: Animal Behavior Processes · doi:10.1037/a0022913 · Cited by 225
Deep brain stimulation in addiction: a review of potential brain targets
Luigjes, J., van den Brink, W., Feenstra, M. G. P., van den Munckhof, P., Schuurman, P. R., Schippers, R., Mazaheri, A., Vries, T. J. D., & Denys, D. A. J. P. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.114 · Cited by 222
Hauser, T. U., Iannaccone, R., Walitza, S., Brandeis, D., & Brem, S. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2014.09.018 · Cited by 203
“It has also been associated with depression, anxiety or substance abuse (for reviews cf. Craig, 2009; Naqvi and Bechara, 2009).”
BackgroundNummenmaa, L., Hirvonen, J., Hannukainen, J. C., Immonen, H., Lindroos, M. M., Salminen, P., & Nuutila, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031089 · Cited by 220
“The anterior insula integrates autonomic and visceral signals into motivational and emotional functions, whereas the posterior insula is thought to underlie somatosensory, vestibular and motor integration as well as monitoring bodily states [53].”
BackgroundClinical effects of insular damage in humans
Ibañez, A., Gleichgerrcht, E., & Manes, F. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0256-y · Cited by 217
“Naqvi and Bechara (2009) proposed that the insula is a region able to integrate bodily states into conscious feelings and into decision-making processes.”
BackgroundInfluentialUnbalanced neuronal circuits in addiction
Volkow, N. D., Wang, G.-J., Tomasi, D. G., & Baler, R. (2013) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2013.01.002 · Cited by 234
“In fact, many imaging studies show differential activation of the insula during craving [56], which has been suggested to serve as a biomarker to predict relapse [57 ].”
Smoking, nicotine and neuropsychiatric disorders
Döme, P., Lazáry, J., Kalapos, M. P., & Rihmer, Z. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.07.013 · Cited by 227
“associated with impaired amphetamine-conditioned place-preference (Contreras et al., 2007; Naqvi and Bechara, 2009).”
BackgroundNeuroscience of Behavioral and Pharmacological Treatments for Addictions
Potenza, M. N., Sofuoglu, M., Carroll, K. M., & Rounsaville, B. J. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.009 · Cited by 220
“Other brain regions and circuits contribute importantly to motivational behaviors, with regions like the amygdala providing important affective information, the hippocampus important contextual memory information, the hypothalamus and septum important homeostatic information, and the insula important information relat…”
Translational and reverse translational research on the role of stress in drug craving and relapse
Sinha, R., Shaham, Y., & Heilig, M. A. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2263-y · Cited by 218
“These data suggest that guanfacine’s positive effects may include reversing the previously documented hypofrontality and insula deficits in drug addicts (Goldstein and Volkow 2002; Naqvi and Bechara 2009).”
Resting-State Functional Connectivity of the Medial Superior Frontal Cortex
Zhang, S., Ide, J. S., & Li, C. R. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr088 · Cited by 212
“We also examined the connectivity between the medial SFC and insula, which is implicated in many psychological processes such as emotion, somatomotor integration, and cognitive control (Naqvi and Bechara 2009; Taylor et al. 2009; Menon and Uddin 2010; Nelson et al. 2010).”
BackgroundA Triadic Neurocognitive Approach to Addiction for Clinical Interventions
Noël, X., Brevers, D., & Bechara, A. (2013) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2013.00179 · Cited by 210
“The insular cortex has recently emerged as a key neural structure that plays a key role in the formation of interoceptive representation, which is crucial for subjective emotional feelings (5, 13, 91).”
BackgroundInfluentialSelf-citationRegulation of nausea and vomiting by cannabinoids and the endocannabinoid system
Sharkey, K. A., Darmani, N. A., & Parker, L. A. (2013) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2013.09.068 · Cited by 204
“(2007) suggested that this region of the insular cortex (which is also involved in craving for drugs; Naqvi and Bechara, 2009; Forget et al., 2010) may be responsible for sensing strong deviations from a “well-being state” (e.”
BackgroundAddiction science: Uncovering neurobiological complexity
Volkow, N. D., & Baler, R. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.05.007 · Cited by 205
“Consistent with this hypothesis, imaging studies show differential activation of the insula during craving (Brody et al., 2009; Goudriaan et al., 2010; Naqvi and Bechara, 2009; Wang et al.,1999).”
BackgroundResultAltered prefrontal and insular cortical thickness in adolescent marijuana users
Lopez-Larson, M. P., Bogorodzki, P., Rogowska, J., McGlade, E., King, J. B., Terry, J., & Yurgelun-Todd, D. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.02.001 · Cited by 187
“Moreover, numerous functional imaging studies have found both prefrontal and insular activation during conscious drug urges [38–42].”
BackgroundResultA neurocomputational account of how inflammation enhances sensitivity to punishments versus rewards
Harrison, N. A., Voon, V., Cercignani, M., Cooper, E. A., Pessiglione, M., & Critchley, H. D. (2016) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.07.018 · Cited by 185
Subcortical structural connectivity of insular subregions
Ghaziri, J., Tucholka, A., Girard, G., Boucher, O., Houde, J., Descoteaux, M., Obaïd, S., Gilbert, G., Rouleau, I., & Nguyen, D. K. (2018) · Scientific Reports · doi:10.1038/s41598-018-26995-0 · Cited by 204
Nature's clocks and human mood: the circadian system modulates reward motivation
Murray, G., Nicholas, C. L., Kleiman, J., Dwyer, R., Carrington, M. J., Allen, N. B., & Trinder, J. (2009) · Emotion · doi:10.1037/a0017080 · Cited by 185
“There is no agreed multilevel measure of human reward activation (e.g., Carlezon & Thomas, 2009; Naqvi & Bechara, 2009), but measurement of left frontal asymmetry would address concerns about the reward specificity of the objective findings here (e.g., Amodio, Master, Yee, & Taylor, 2008).”
BackgroundPando‐Naude, V., Toxto, S., Fernandez‐Lozano, S., Parsons, C. E., Alcauter, S., & Garza‐Villarreal, E. A. (2021) · Translational Psychiatry · doi:10.1038/s41398-020-01128-2 · Cited by 195
Garavan, H. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0259-8 · Cited by 181
Is Our Self Nothing but Reward?
Northoff, G., & Hayes, D. J. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.12.014 · Cited by 185
Atypical interoception as a common risk factor for psychopathology: A review
Brewer, R., Murphy, J., & Bird, G. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.036 · Cited by 180
Andrews, M. M., Meda, S. A., Thomas, A. D., Potenza, M. N., Krystal, J. H., Worhunsky, P., Stevens, M. C., O'Malley, S., Book, G. A., Reynolds, B., et al. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.09.049 · Cited by 181
Villafuerte, S., Heitzeg, M. M., Foley, S., Yau, W.-Y. W., Majczenko, K., Zubieta, J., Zucker, R. A., & Burmeister, M. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.33 · Cited by 182
Perry, J. L., Joseph, J. E., Jiang, Y., Zimmerman, R. S., Kelly, T. H., Darna, M., Huettl, P., Dwoskin, L. P., & Bardo, M. T. (2011) · Brain Research Reviews · doi:10.1016/j.brainresrev.2010.09.001 · Cited by 180
Waiting to perceive: Reward or punishment?
Brunia, C. H. M., Hackley, S. A., van Boxtel, G. J. M., Kotani, Y., & Ohgami, Y. (2011) · Clinical Neurophysiology · doi:10.1016/j.clinph.2010.12.039 · Cited by 176
“Naqvi and Bechara (2009) argue, for example, that the insula has a role in the generation of conscious feeling of drug urge.”
BackgroundCho, Y. T., Fromm, S., Guyer, A. E., Detloff, A., Pine, D. S., Fudge, J. L., & Ernst, M. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.013 · Cited by 173
“Therefore, the projections from the insula to theNAc are expected to critically influencemotivated behavior, particularly decision-making (Clark et al., 2008; Damasio, 1999; Naqvi and Bechara, 2009).”
Schwartz, D. L., Mitchell, A. D., Lahna, D. L., Luber, H. S., Huckans, M. S., Mitchell, S. H., & Hoffman, W. F. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.01.056 · Cited by 178
“The INS may mediate withdrawal phenomena through translation of physiological symptoms into conscious dysphoria (Naqvi and Bechara, 2009).”
BackgroundInfluentialSocial touch modulates endogenous μ-opioid system activity in humans
Nummenmaa, L., Tuominen, L. J., Dunbar, R., Hirvonen, J., Manninen, S., Arponen, E., Machin, A., Hari, R., Jääskeläinen, I. P., & Sams, M. E. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.05.063 · Cited by 170
“Given the proposed lateralization of affective processing and anterior–posterior organization of emotional versus somatosensory and interoceptive processing in the insula (Duerden et al. 2013; Naqvi and Bechara 2009), we also analyzed the insular responses using hemisphere-specific anterior and posterior insular ROIs.”
MethodThe role of interoception and alliesthesia in addiction
Paulus, M. P., Tapert, S. F., & Schulteis, G. (2009) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2009.08.005 · Cited by 176
“However, we (Paulus, 2007), Craig (Craig, 2007), and Naqvi and Bechara (Naqvi and Bechara, 2008) argue that both approach behaviors to positive hedonic stimuli and avoidance of negative hedonic stimuli are regulated by interoceptive input provided by the insula, and our model allows for both…”
BackgroundInfluentialLee, W., & Reeve, J. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss029 · Cited by 177
“, 2004), cravings from bodily addictions (Naqvi et al., 2007; Goldstein et al., 2009; Naqvi and Bechara, 2009), and so on.”
BackgroundOn the functional anatomy of the urge-for-action
Jackson, S. R., Parkinson, A., Kim, S. Y., Schüermann, M., & Eickhoff, S. B. (2011) · Cognitive Neuroscience · doi:10.1080/17588928.2011.604717 · Cited by 158
“The proposal that the insular and cingulate cortices are associated with the uncomfortable feelings associated with the urge to tic in TS is consistent with the putative role of these areas in the neural representation of bodily states more generally (interoception), and the initiation of behaviors associated with the…”
ResultAnterior insula degeneration in frontotemporal dementia
Seeley, W. W. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0263-z · Cited by 162
“These approaches could, in turn, elucidate key aspects of other common neuropsychiatric disorders, such as schizophrenia, anxiety states, autism, eating disorders, and substance abuse (to name a few) whose pathophysiologies seem embedded within the insula and its core network affiliates (Di Martino et al. 2009; Fornit…”
BackgroundDual role of nicotine in addiction and cognition: A review of neuroimaging studies in humans
Jasinska, A. J., Zorick, T. S., Brody, A. L., & Stein, E. A. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.02.015 · Cited by 170
“In addition, smokers showed higher gray matter density in left insular cortex (Zhang et al., 2011), consistent with previous evidence of the role of the insula in supporting tobacco dependence (Naqvi and Bechara, 2009; Naqvi et al., 2007).”
Current smoking and reduced gray matter volume - a voxel-based morphometry study
Fritz, H.-C., Wittfeld, K., Schmidt, C. O., Domin, M., Grabe, H. J., Hegenscheid, K., Hosten, N., & Lotze, M. (2014) · Neuropsychopharmacology · doi:10.1038/npp.2014.112 · Cited by 160
The Insular Cortex: An Interface Between Sensation, Emotion and Cognition
Zhang, R., Deng, H., & Xiao, X. (2024) · Neuroscience Bulletin · doi:10.1007/s12264-024-01211-4 · Cited by 158
“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].”
Gray matter and white matter abnormalities in online game addiction
Weng, C.-B., Qian, R.-B., Fu, X.-M., Lin, B., Han, X.-P., Niu, C.-S., & Wang, Y.-H. (2013) · European Journal of Radiology · doi:10.1016/j.ejrad.2013.01.031 · Cited by 158
Dopaminergic Modulation of Risky Decision-Making
Simon, N. W., Montgomery, K. S., Beas, B. S., Mitchell, M. R., LaSarge, C. L., Mendez, I. A., Bañuelos, C., Vokes, C. M., Taylor, A. B., Haberman, R. P., et al. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.3772-11.2011 · Cited by 157
“These data suggest that D1 receptors within this system (Reynolds and Zahm, 2005) may be involved in valuation of risky versus safe outcomes (or perhaps valuation of differing reward magnitudes), consistent with a role for this system in cost-benefit decision-making (Cardinal, 2006; Naqvi and Bechara, 2009).”
MethodResultIdentifying the neural substrates of intrinsic motivation during task performance
Lee, W., & Reeve, J. (2017) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-017-0524-x · Cited by 170
A review of gambling disorder and substance use disorders
Rash, C. J., Weinstock, J., & Patten, R. V. (2016) · Substance Abuse and Rehabilitation · doi:10.2147/sar.s83460 · Cited by 171
Granular insular cortex inactivation as a novel therapeutic strategy for nicotine addiction
Forget, B., Pushparaj, A., & Le Foll, B. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.01.029 · Cited by 153
The neuropsychological impact of insular cortex lesions
Jones, C. L., Ward, J., & Critchley, H. D. (2010) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.2009.193672 · Cited by 158
“This finding is also in line with a Somatic Marker model of addictive behaviour in which exposure to or recollection of an experience associated with a drug can reactivate this ‘interoceptive memory ’ state.(7) Future patient studies will establish how general the effects of insula lesions are on other forms of addict…”
ResultNestor, L. J., Ghahremani, D. G., Monterosso, J. R., & London, E. D. (2011) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.04.010 · Cited by 160
“Research suggests that the insular cortex and interoceptive awareness are critical to drug craving and dependence (Gray and Critchley, 2007; Naqvi et al., 2007; Paulus, 2007; Naqvi and Bechara, 2009) whereby this region monitors interoceptive “urges” for rewarding stimuli such as drugs.”
BackgroundZhu, X., Cortes, C. R., Mathur, K., Tomasi, D. G., & Momenan, R. (2015) · Addiction Biology · doi:10.1111/adb.12272 · Cited by 159
“Thus, insula causes a severe imbalance between the impulsive and reflective systems (Naqvi & Bechara 2009; Noel et al. 2013; Lu & Stein 2014).”
BackgroundDevoto, F., Zapparoli, L., Bonandrini, R., Berlingeri, M., Ferrulli, A., Luzi, L., Banfi, G., & Paulesu, E. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.07.017 · Cited by 140
“…et al., 1997; Bonson et al., 2002) and even for air (Liotti et al., 2001); more importantly, lesions to the insula disrupt addiction to cigarettes smoking (Naqvi et al., 2007; Naqvi and Bechara, 2009), thus suggesting that the region plays a pivotal role in craving and in addiction-like behaviors.”
Jia, Z., Worhunsky, P. D., Carroll, K. M., Rounsaville, B. J., Stevens, M. C., Pearlson, G. D., & Potenza, M. N. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.05.008 · Cited by 147
A Motivational Model of Alcohol Use: Determinants of Use and Change
Cox, W. M., & Klinger, E. (2011) · Wiley eBooks · doi:10.1002/9780470979952.ch6 · Cited by 150
Food cravings in food addiction: The distinct role of positive reinforcement
Meule, A., & Kübler, A. (2012) · Eating Behaviors · doi:10.1016/j.eatbeh.2012.02.001 · Cited by 144
“This area has also been recognized as a crucial part in urges to take drugs (Naqvi & Bechara, 2009).”
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
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