Visual cortex activation to drug cues: a meta-analysis of functional neuroimaging papers in addiction and substance abuse literature.
- Authors
- Hanlon, Colleen A; Dowdle, Logan T; Naselaris, Thomas; Canterberry, Melanie; Cortese, Bernadette M
- Year
- 2014
- Journal
- Drug and alcohol dependence
- PMID
- 25155889
- DOI
- 10.1016/j.drugalcdep.2014.07.028
- PMCID
- PMC4161649
BACKGROUND: Although the visual cortex does not typically receive much attention in addiction literature, neuroimaging studies often report significant activity in visual areas when drug users are exposed to drug cues. The purpose of this meta-analysis was to investigate the frequency with which occipital cortex activity is observed during drug cue exposure and to determine its spatial distribution. METHODS: A comprehensive literature search was performed of human functional neuroimaging studies of drug cue-reactivity. Fifty-five studies were used to determine the frequency with which clusters of significant visual cortex activity during visual drug cues versus non-drug cues were reported. The spatial distribution of visual cortex activations was determined via activation likelihood estimation (ALE; FDR corrected, p<0.01) in a subset of these studies (n=24). RESULTS: Eighty-six percent of studies that reported fMRI results for drug versus neutral visual cues within a substance-dependent group showed significant drug-elicited activity in the visual cortex. ALE revealed clusters in the left secondary visual cortex (BA 19) and clusters in the primary visual cortex (BA 17) that were consistently activated by drug cues. CONCLUSIONS: These data demonstrate that the visual cortex, often overlooked in our discussions of the neural circuitry of addiction, consistently discriminates drug cues from neutral cues in substance dependent populations. While it remains unclear whether drug cue-elicited activation in occipital cortex is related to the rewarding properties of the drug and/or attentional mechanisms, these data support further exploration.
Flowchart of studies included in the descriptive and Activation Likelihood Estimation (ALE) analyses. Each step represents an additional inclusion criterion and subsequent exclusion of studies not meeting that criterion.
Areas of consistent overlap in occipital lobe activity as revelaed by Activation Likelihood Estimation (ALE). These data are intended to refine the spatial localization of occipital lobe activity (primary versus secondary visual corticies) among functional MRI studies that have observed significantly more occipital lobe activity in repsonse to drug-related versus neutral visual cues. FDR corrected, p<0.01 for multiple comparisons, cluster size > 100.
| # | Section | Preview |
|---|---|---|
| 20 | 4. DISCUSSION β 4.2. Implications for Addiction | The interpretation that elevated visual cortex activity to drug cues versus neutral cues indicatesβ¦ |
| 21 | 4. DISCUSSION β 4.2. Implications for Addiction | It is also possible that these substance users had a higher visual cortex response to these cuesβ¦ |
| 22 | 4. DISCUSSION β 4.2. Implications for Addiction | high sensation-seekers) may be able to test directly whether visual cortex activity to drug relatedβ¦ |
| 23 | 4. DISCUSSION β 4.3. Limitations and future directions | While this study was motivated by a desire to explore the frequency and pattern of visual cortexβ¦ |
| 24 | 4. DISCUSSION β 4.3. Limitations and future directions | The inclusion of multiple classes of drug users emphasizes the consistency of this visual cortexβ¦ |
| 25 | 4. DISCUSSION β 4.3. Limitations and future directions | Additionally, while the presence of occipital activity was high across all classes ofβ¦ |
No entities extracted from this document yet.
No uploaded files.
In this knowledge base
| Title | Year | PMID |
|---|---|---|
| RNA alternative splicing impacts the risk for alcohol use disorder. | 2023 | 37217680 |
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Patterns of structural brain differences in cocaine use disorder: Integrating multilevel frequentist, Bayesian, and coordinate-based meta-analyses. | Bittencourt AML et al. | β | 2026 | β |
| The modulatory effects of design-related and clinical factors in neural drug cue reactivity: An ALE meta-analysis. | Fascher M et al. | β | 2026 | β |
| The Neurocircuitry of Cannabis Cue Reactivity in Cannabis Use Disorder: A Functional Neuroimaging Study. | Lorenzetti V et al. | β | 2026 | β |
| Context flexibly modulates cue representations in visual cortex. | Faulkner AD et al. | β | 2025 | β |
| Hypnosis efficacy on nicotine addiction: An analysis of EEG microstates and brain oscillation entropy. | Zhang M et al. | β | 2025 | β |
| Identification and External Validation of a Problem Cannabis Risk Network. | Lichenstein SD et al. | β | 2025 | β |
| Multimodal Investigations of Structural and Functional Brain Alterations in Anorexia and Bulimia Nervosa and Their Relationships to Psychopathology. | Yu X et al. | β | 2025 | β |
| Odor-enhanced Visual Processing in PTSD. | Schumann AY et al. | β | 2025 | β |
| Understanding Altered Dynamics in Cocaine Use Disorder Through State Transitions Mediated by Artificial Perturbations. | Zheng Y et al. | β | 2025 | β |
| Exercise Influences the Brain's Metabolic Response to Chronic Cocaine Exposure in Male Rats. | Powell A et al. | β | 2024 | β |
| Exposure to written content eliciting weight stigmatization: Neural responses in appetitive and food reward regions. | Anguah KOB et al. | β | 2024 | β |
| Mesocorticolimbic system reactivity to alcohol use-related visual cues as a function of alcohol sensitivity phenotype: A pilot fMRI study. | CofresΓ RU et al. | β | 2024 | β |
| Sex modulated the relationship between trait approach motivation and decision-making. | Li X et al. | β | 2024 | β |
| The secondary visual cortex mediated the enhancement of associative learning on methamphetamine self-administration behaviors. | Wang CL et al. | β | 2024 | β |
| Addicted to green: priming effect of menthol cigarette packaging on brain response to smoking cues. | Shi Z et al. | β | 2023 | β |
| Alterations in regional homogeneity and multiple frequency amplitudes of low-frequency fluctuation in patients with new daily persistent headache: a resting-state functional magnetic resonance imaging study. | Zhang X et al. | β | 2023 | β |
| Correlation between abnormal brain network activity and electroencephalogram microstates on exposure to smoking-related cues. | Gan H et al. | β | 2023 | β |
| RNA alternative splicing impacts the risk for alcohol use disorder | Liu Y et al. | β | 2023 | β |
| RNA alternative splicing impacts the risk for alcohol use disorder. | Li R et al. | β | 2023 | β |
| Stimulation of the dorsolateral prefrontal cortex modulates brain cue reactivity to reward (un)availability. | Brevers D et al. | β | 2023 | β |
| Striatal ups or downs? Neural correlates of monetary reward anticipation, cue reactivity and their interaction in alcohol use disorder and gambling disorder. | van Timmeren T et al. | β | 2023 | β |
| The effects of age on the severity of problem drinking: Mediating effects of positive alcohol expectancy and neural correlates. | Chaudhary S et al. | β | 2023 | β |
| The Effects of Food Advertisements on Food Intake and Neural Activity: A Systematic Review and Meta-Analysis of Recent Experimental Studies. | Arrona-Cardoza P et al. | β | 2023 | β |
| Altered EEG Microstates Dynamics During Cue-Induced Methamphetamine Craving in Virtual Reality Environments. | Lin Q et al. | β | 2022 | β |
| Common and gender-specific associations with cocaine use on gray matter volume: Data from the ENIGMA addiction working group. | Rabin RA et al. | β | 2022 | β |
| Depicting People in Visual Cues Affects Alcohol Cue Reactivity in Male Alcohol-Dependent Patients. | Alarefi A et al. | β | 2022 | β |
| Effects of acute exercise on craving and cortical hemodynamics under drug-cue exposure in MA-dependent individuals. | Qi L et al. | β | 2022 | β |
| Opposing associations of Internet Use Disorder symptom domains with structural and functional organization of the striatum: A dimensional neuroimaging approach. | Yu F et al. | β | 2022 | β |
| Resting state functional connectivity in alcohol users and co-users of other substances. | Morris V et al. | β | 2022 | β |
| Acute Effect of Betel Quid Chewing on Brain Network Dynamics: A Resting-State Functional Magnetic Resonance Imaging Study. | Huang X et al. | β | 2021 | β |
| Alteration of neuroinflammation detected by <sup>18</sup>F-GE180 PET imaging in place-conditioned rats with morphine withdrawal. | Li J et al. | β | 2021 | β |
| A voxel-wise meta-analysis of task-based functional MRI studies on impaired gain and loss processing in adults with addiction. | Qiu Z et al. | β | 2021 | β |
| Brain Responses to High-Calorie Visual Food Cues in Individuals with Normal-Weight or Obesity: An Activation Likelihood Estimation Meta-Analysis. | Yang Y et al. | β | 2021 | β |
| Cigarette craving modulation is more feasible than resistance modulation for heavy cigarette smokers: empirical evidence from functional MRI data. | Kim DY et al. | β | 2021 | β |
| Functional Connectivity of Nucleus Accumbens and Medial Prefrontal Cortex With Other Brain Regions During Early-Abstinence Is Associated With Alcohol Dependence and Relapse: A Resting-Functional Magnetic Resonance Imaging Study. | Yang X et al. | β | 2021 | β |
| Homeostasis and food craving in obesity: a functional MRI study. | Stopyra MA et al. | β | 2021 | β |
| Multivariate pattern analysis links drug use severity to distributed cortical hypoactivity during emotional inhibitory control in opioid use disorder. | Shi Z et al. | β | 2021 | β |
| Neural mechanisms of sexual decision-making in women with alcohol use disorder. | Folco KL et al. | β | 2021 | β |
| The cue-reactivity paradigm: An ensemble of networks driving attention and cognition when viewing drug and natural reward-related stimuli. | Hill-Bowen LD et al. | β | 2021 | β |
| Acute and Chronic Effects of Betel Quid Chewing on Brain Functional Connectivity. | Sariah A et al. | β | 2020 | β |
| Alcohol use in young adults associated with cortical gyrification. | Hua JPY et al. | β | 2020 | β |
| Does an Over-Connected Visual Cortex Undermine Efforts to Stay Sober After Treatment for Alcohol Use Disorder? | Muller AM et al. | β | 2020 | β |
| Environmental Tobacco Smoke During the Early Postnatal Period of Mice Interferes With Brain <sup>18</sup> F-FDG Uptake From Infancy to Early Adulthood - A Longitudinal Study. | Torres LH et al. | β | 2020 | β |
| FMRI activation to cannabis odor cues is altered in individuals at risk for a cannabis use disorder. | Kleinhans NM et al. | β | 2020 | β |
| How the harm of drugs and their availability affect brain reactions to drug cues: a meta-analysis of 64 neuroimaging activation studies. | Devoto F et al. | β | 2020 | β |
| Hypothalamic response to cocaine cues and cocaine addiction severity. | Zhang S et al. | β | 2020 | β |
| Increased Amplitude of Low-Frequency Fluctuation in Right Angular Gyrus and Left Superior Occipital Gyrus Negatively Correlated With Heroin Use. | Luo J et al. | β | 2020 | β |
| InΒ vivo two-photon imaging of neuronal and brain vascular responses in mice chronically exposed to ethanol. | O'Herron P et al. | β | 2020 | β |
| The Effect of Food Composition and Behavior on Neurobiological Response to Food: a Review of Recent Research. | Gordon EL et al. | β | 2020 | β |
| Disrupted resting-state brain functional network in methamphetamine abusers: A brain source space study by EEG. | Khajehpour H et al. | β | 2019 | β |
| Hypothalamic Responses to Cocaine and Food Cues in Individuals with Cocaine Dependence. | Zhang S et al. | β | 2019 | β |
| Investigating a novel fMRI cannabis cue reactivity task in youth. | Karoly HC et al. | β | 2019 | β |
| Neuroimaging findings from an experimental pharmacology trial of naltrexone in heavy drinkers of East Asian descent. | Lim AC et al. | β | 2019 | β |
| Resonance-Paced Breathing Alters Neural Response to Visual Cues: Proof-of-Concept for a Neuroscience-Informed Adjunct to Addiction Treatments. | Bates ME et al. | β | 2019 | β |
| Structural and Functional Alterations in Betel-Quid Chewers: A Systematic Review of Neuroimaging Findings. | Sariah A et al. | β | 2019 | β |
| Alteration of Brain Structure With Long-Term Abstinence of Methamphetamine by Voxel-Based Morphometry. | Zhang Z et al. | β | 2018 | β |
| Blunted Frontostriatal Blood Oxygen Level-Dependent Signals Predict Stimulant and Marijuana Use. | Blair MA et al. | β | 2018 | β |
| Cortical substrates of cue-reactivity in multiple substance dependent populations: transdiagnostic relevance of the medial prefrontal cortex. | Hanlon CA et al. | β | 2018 | β |
| Enhanced Amygdala-Striatal Functional Connectivity during the Processing of Cocaine Cues in Male Cocaine Users with a History of Childhood Trauma. | Kaag AM et al. | β | 2018 | β |
| Leveraging translational neuroscience to inform early intervention and addiction prevention for children exposed to early life stress. | Roos LE et al. | β | 2018 | β |
| Ventral striatal dysfunction in cocaine dependence - difference mapping for subregional resting state functional connectivity. | Zhang S et al. | β | 2018 | β |
| Nicotine increases anterior insula activation to expected and unexpected outcomes among nonsmokers. | Addicott MA et al. | β | 2017 | β |
| Overlapping Neural Endophenotypes in Addiction and Obesity. | Michaud A et al. | β | 2017 | β |
| The Neurobiological Mechanism of Chemical Aversion (Emetic) Therapy for Alcohol Use Disorder: An fMRI Study. | Elkins RL et al. | β | 2017 | β |
| Cue-reactivity in experienced electronic cigarette users: Novel stimulus videos and a pilot fMRI study. | Nichols TT et al. | β | 2016 | β |
| Effects of craving behavioral intervention on neural substrates of cue-induced craving in Internet gaming disorder. | Zhang JT et al. | β | 2016 | β |
| Gray matter changes related to medication overuse in patients with chronic migraine. | Lai TH et al. | β | 2016 | β |
| Largely overlapping neuronal substrates of reactivity to drug, gambling, food and sexual cues: A comprehensive meta-analysis. | Noori HR et al. | β | 2016 | β |
| Noninvasive brain stimulation for addiction medicine: From monitoring to modulation. | Yavari F et al. | β | 2016 | β |
| Voxelwise meta-analysis of gray matter anomalies in chronic cigarette smokers. | Zhong J et al. | β | 2016 | β |
| Insula-Dorsal Anterior Cingulate Cortex Coupling is Associated with Enhanced Brain Reactivity to Smoking Cues. | Janes AC et al. | β | 2015 | β |
| Neuroimaging and sexual behavior: identification of regional and functional differences. | Cheng JC et al. | β | 2015 | β |
| The fMRI BOLD response to unisensory and multisensory smoking cues in nicotine-dependent adults. | Cortese BM et al. | β | 2015 | β |