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1.
Neuroimage ; 297: 120726, 2024 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-38986794

RESUMEN

Internet gaming disorder (IGD) prompts inquiry into how feedback from prior gaming rounds influences subsequent risk-taking behavior and potential neural mechanisms. Forty-two participants, including 15 with IGD and 27 health controls (HCs), underwent a sequential risk-taking task. Hierarchy Bayesian modeling was adopted to measure risky propensity, behavioral consistence, and affection by emotion ratings from last trial. Concurrent electroencephalogram and functional near-infrared spectroscopy (EEG-fNIRS) recordings were performed to demonstrate when, where and how the previous-round feedback affects the decision making to the next round. We discovered that the IGD illustrated heightened risk-taking propensity as compared to the HCs, indicating by the computational modeling (p = 0.028). EEG results also showed significant time window differences in univariate and multivariate pattern analysis between the IGD and HCs after the loss of the game. Further, reduced brain activation in the prefrontal cortex during the task was detected in IGD as compared to that of the control group. The findings underscore the importance of understanding the aberrant decision-making processes in IGD and suggest potential implications for future interventions and treatments aimed at addressing this behavioral addiction.


Asunto(s)
Toma de Decisiones , Electroencefalografía , Trastorno de Adicción a Internet , Humanos , Masculino , Toma de Decisiones/fisiología , Trastorno de Adicción a Internet/fisiopatología , Trastorno de Adicción a Internet/diagnóstico por imagen , Adulto Joven , Adulto , Femenino , Espectroscopía Infrarroja Corta/métodos , Asunción de Riesgos , Juegos de Video/psicología , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/fisiopatología , Imagen Multimodal , Retroalimentación Psicológica/fisiología , Encéfalo/diagnóstico por imagen , Encéfalo/fisiopatología
2.
Addict Biol ; 29(5): e13399, 2024 05.
Artículo en Inglés | MEDLINE | ID: mdl-38711213

RESUMEN

Excessive use of the internet, which is a typical scenario of self-control failure, could lead to potential consequences such as anxiety, depression, and diminished academic performance. However, the underlying neuropsychological mechanisms remain poorly understood. This study aims to investigate the structural basis of self-control and internet addiction. In a cohort of 96 internet gamers, we examined the relationships among grey matter volume and white matter integrity within the frontostriatal circuits and internet addiction severity, as well as self-control measures. The results showed a significant and negative correlation between dACC grey matter volume and internet addiction severity (p < 0.001), but not with self-control. Subsequent tractography from the dACC to the bilateral ventral striatum (VS) was conducted. The fractional anisotropy (FA) and radial diffusivity of dACC-right VS pathway was negatively (p = 0.011) and positively (p = 0.020) correlated with internet addiction severity, respectively, and the FA was also positively correlated with self-control (p = 0.036). These associations were not observed for the dACC-left VS pathway. Further mediation analysis demonstrated a significant complete mediation effect of self-control on the relationship between FA of the dACC-right VS pathway and internet addiction severity. Our findings suggest that the dACC-right VS pathway is a critical neural substrate for both internet addiction and self-control. Deficits in this pathway may lead to impaired self-regulation over internet usage, exacerbating the severity of internet addiction.


Asunto(s)
Imagen de Difusión Tensora , Sustancia Gris , Trastorno de Adicción a Internet , Autocontrol , Sustancia Blanca , Humanos , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/patología , Masculino , Trastorno de Adicción a Internet/diagnóstico por imagen , Trastorno de Adicción a Internet/fisiopatología , Femenino , Imagen de Difusión Tensora/métodos , Adulto , Adulto Joven , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/patología , Estriado Ventral/diagnóstico por imagen , Estriado Ventral/fisiopatología , Estriado Ventral/patología , Índice de Severidad de la Enfermedad , Vías Nerviosas/diagnóstico por imagen , Vías Nerviosas/fisiopatología , Cuerpo Estriado/diagnóstico por imagen , Cuerpo Estriado/patología , Cuerpo Estriado/fisiopatología , Internet , Lóbulo Frontal/diagnóstico por imagen , Lóbulo Frontal/patología , Lóbulo Frontal/fisiopatología
3.
Hum Brain Mapp ; 44(6): 2607-2619, 2023 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-36807959

RESUMEN

Internet gaming disorder (IGD) and tobacco use disorder (TUD) are globally common, non-substance-related disorders and substance-related disorders worldwide, respectively. Recognizing the commonalities between IGD and TUD will deepen understanding of the underlying mechanisms of addictive behavior and excessive online gaming. Using node strength, 141 resting-state data were collected in this study to compute network homogeneity. The participants included participants with IGD (PIGD: n = 34, male = 29, age: 15-25 years), participants with TUD (PTUD: n = 33, male = 33, age: 19-42 years), and matched healthy controls (control-for-IGD: n = 41, male = 38, age: 17-32 years; control-for-TUD: n = 33, age: 21-27 years). PIGD and PTUD exhibited common enhanced node strength between the subcortical and motor networks. Additionally, a common enhanced resting-state functional connectivity (RSFC) was found between the right thalamus and right postcentral gyrus in PIGD and PTUD. Node strength and RSFC were used to distinguish PIGD and PTUD from their respective healthy controls. Interestingly, models trained on PIGD versus controls could classify PTUD versus controls and vice versa, suggesting that these disorders share common neurological patterns. Enhanced connectivity may indicate a greater association between rewards and behaviors, inducing addiction behaviors without flexible and complex regulation. This study discovered that the connectivity between the subcortical and motor networks is a potential biological target for developing addiction treatment in the future.


Asunto(s)
Tabaquismo , Juegos de Video , Humanos , Masculino , Adolescente , Adulto Joven , Adulto , Tabaquismo/diagnóstico por imagen , Mapeo Encefálico , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Vías Nerviosas/diagnóstico por imagen , Internet , Encéfalo/diagnóstico por imagen
4.
Psychol Med ; 53(12): 5478-5487, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36004801

RESUMEN

BACKGROUND: Studies have shown that people with internet gaming disorder (IGD) exhibit impaired executive control of gaming cravings; however, the neural mechanisms underlying this process remain unknown. In addition, these conclusions were based on the hypothesis that brain networks are temporally static, neglecting dynamic changes in cognitive processes. METHODS: Resting-state fMRI data were collected from 402 subjects [162 subjects with IGD and 240 recreational game users (RGUs)]. The community structure (recruitment and integration) of the executive control network (ECN) and the basal ganglia network (BGN), which represents the reward network, of patients with IGD and RGUs were compared. Mediation effects among the different networks were analyzed. RESULTS: Compared to RGUs, subjects with IGD had a lower recruitment coefficient within the right ECN. Further analysis showed that only male subjects had a lower recruitment coefficient. Mediation analysis showed that the integration coefficient of the right ECN mediated the relationship between the recruitment coefficients of both the right ECN and the BGN in RGUs. CONCLUSIONS: Male subjects with IGD had a lower recruitment coefficient than RGUs, which impairing their impulse control. The mediation results suggest that top-down executive control of the ECN is absent in subjects with IGD. Together, these findings could explain why subjects with IGD exhibit impaired executive control of gaming cravings; these results have important therapeutic implications for developing effective interventions for IGD.


Asunto(s)
Mapeo Encefálico , Trastorno de Adicción a Internet , Humanos , Masculino , Mapeo Encefálico/métodos , Trastorno de Adicción a Internet/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Recompensa , Internet , Función Ejecutiva
5.
BMC Psychiatry ; 23(1): 578, 2023 08 09.
Artículo en Inglés | MEDLINE | ID: mdl-37558974

RESUMEN

BACKGROUND: Studies have revealed that intrinsic neural activity varies over time. However, the temporal variability of brain local connectivity in internet gaming disorder (IGD) remains unknown. The purpose of this study was to explore the alterations of static and dynamic intrinsic brain local connectivity in IGD and whether the changes were associated with clinical characteristics of IGD. METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) scans were performed on 36 individuals with IGD (IGDs) and 44 healthy controls (HCs) matched for age, gender and years of education. The static regional homogeneity (sReHo) and dynamic ReHo (dReHo) were calculated and compared between two groups to detect the alterations of intrinsic brain local connectivity in IGD. The Internet Addiction Test (IAT) and the Pittsburgh Sleep Quality Index (PSQI) were used to evaluate the severity of online gaming addiction and sleep quality, respectively. Pearson correlation analysis was used to evaluate the relationship between brain regions with altered sReHo and dReHo and IAT and PSQI scores. Receiver operating characteristic (ROC) curve analysis was used to reveal the potential capacity of the sReHo and dReHo metrics to distinguish IGDs from HCs. RESULTS: Compared with HCs, IGDs showed both increased static and dynamic intrinsic local connectivity in bilateral medial superior frontal gyrus (mSFG), superior frontal gyrus (SFG), and supplementary motor area (SMA). Increased dReHo in the left putamen, pallidum, caudate nucleus and bilateral thalamus were also observed. ROC curve analysis showed that the brain regions with altered sReHo and dReHo could distinguish individuals with IGD from HCs. Moreover, the sReHo values in the left mSFG and SMA as well as dReHo values in the left SMA were positively correlated with IAT scores. The dReHo values in the left caudate nucleus were negatively correlated with PSQI scores. CONCLUSIONS: These results showed impaired intrinsic local connectivity in frontostriatothalamic circuitry in individuals with IGD, which may provide new insights into the underlying neuropathological mechanisms of IGD. Besides, dynamic changes of intrinsic local connectivity in caudate nucleus may be a potential neurobiological marker linking IGD and sleep quality.


Asunto(s)
Conducta Adictiva , Juegos de Video , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Encéfalo/diagnóstico por imagen , Corteza Prefrontal , Mapeo Encefálico/métodos , Conducta Adictiva/diagnóstico por imagen , Internet
6.
Psychol Med ; 52(11): 2189-2197, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35193713

RESUMEN

BACKGROUND: The two key mechanisms affected by internet gaming disorder (IGD) are cognitive and reward processing. Despite their significance, little is known about neurophysiological features as determined using resting-state electroencephalography (EEG) source functional connectivity (FC). METHODS: We compared resting-state EEG source FC within the default mode network (DMN) and reward/salience network (RSN) between patients with IGD and healthy controls (HCs) to identify neurophysiological markers associated with cognitive and reward processing. A total of 158 young male adults (79 patients with IGD and 79 HCs) were included, and the source FC of the DMN and RSN in five spectral bands (delta, theta, alpha, beta, and gamma) were assessed. RESULTS: Patients with IGD showed increased theta, alpha, and beta connectivity within the DMN between the orbitofrontal cortex and parietal regions compared with HCs. In terms of RSN, patients with IGD exhibited elevated alpha and beta connectivity between the anterior cingulate gyrus and temporal regions compared with HCs. Furthermore, patients with IGD showed negative correlations between the severity of IGD symptoms and/or weekly gaming time and theta and alpha connectivity within the DMN and theta, alpha, and beta connectivity within the RSN. However, the duration of IGD was not associated with EEG source FC. CONCLUSIONS: Hyper-connectivities within the DMN and RSN may be considered potential state markers associated with symptom severity and gaming time in IGD.


Asunto(s)
Conducta Adictiva , Mapeo Encefálico , Adulto , Humanos , Masculino , Vías Nerviosas/diagnóstico por imagen , Trastorno de Adicción a Internet/diagnóstico por imagen , Encéfalo , Imagen por Resonancia Magnética , Electroencefalografía , Recompensa , Internet
7.
Psychol Med ; 52(11): 2124-2133, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-33143778

RESUMEN

BACKGROUND: Internet gaming disorder (IGD) is a type of behavioural addictions. One of the key features of addiction is the excessive exposure to addictive objectives (e.g. drugs) reduces the sensitivity of the brain reward system to daily rewards (e.g. money). This is thought to be mediated via the signals expressed as dopaminergic reward prediction error (RPE). Emerging evidence highlights blunted RPE signals in drug addictions. However, no study has examined whether IGD also involves alterations in RPE signals that are observed in other types of addictions. METHODS: To fill this gap, we used functional magnetic resonance imaging data from 45 IGD and 42 healthy controls (HCs) during a reward-related prediction-error task and utilised a psychophysiological interaction (PPI) analysis to characterise the underlying neural correlates of RPE and related functional connectivity. RESULTS: Relative to HCs, IGD individuals showed impaired reinforcement learning, blunted RPE signals in multiple regions of the brain reward system, including the right caudate, left orbitofrontal cortex (OFC), and right dorsolateral prefrontal cortex (DLPFC). Moreover, the PPI analysis revealed a pattern of hyperconnectivity between the right caudate, right putamen, bilateral DLPFC, and right dorsal anterior cingulate cortex (dACC) in the IGD group. Finally, linear regression suggested that the connection between the right DLPFC and right dACC could significantly predict the variation of RPE signals in the left OFC. CONCLUSIONS: These results highlight disrupted RPE signalling and hyperconnectivity between regions of the brain reward system in IGD. Reinforcement learning deficits may be crucial underlying characteristics of IGD pathophysiology.


Asunto(s)
Mapeo Encefálico , Trastorno de Adicción a Internet , Humanos , Encéfalo/diagnóstico por imagen , Mapeo Encefálico/métodos , Internet , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Vías Nerviosas , Recompensa
8.
Psychol Med ; 52(4): 737-746, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-32684185

RESUMEN

BACKGROUND: Individual with internet gaming disorder (IGD) often experience a high level of loneliness, and neuroimaging studies have demonstrated that amygdala function is associated with both IGD and loneliness. However, the neurobiological basis underlying these relationships remains unclear. METHODS: In the current study, Granger causal analysis was performed to investigate amygdalar subdivision-based resting-state effective connectivity differences between 111 IGD subjects and 120 matched participants with recreational game use (RGUs). We further correlated neuroimaging findings with clinical measures. Mediation analysis was conducted to explore whether amygdalar subdivision-based effective connectivity mediated the relationship between IGD severity and loneliness. RESULTS: Compared with RGUs, IGD subjects showed inhibitory effective connections from the left pregenual anterior cingulate cortex (pACC) to the left laterobasal amygdala (LBA) and from the right medial prefrontal cortex (mPFC) to the left LBA, as well as an excitatory effective connection from the left middle prefrontal gyrus (MFG) to the right superficial amygdala. Further analyses demonstrated that the left pACC-left LBA effective connection was negatively correlated with both Internet Addiction Test and UCLA Loneliness scores, and it mediated the relationship between the two. CONCLUSION: IGD subjects and RGUs showed different connectivity patterns involving amygdalar subdivisions. These findings support a neurobiological mechanism for the relationship between IGD and loneliness, and suggest targets for therapeutic approaches that could be used to treat IGD.


Asunto(s)
Trastorno de Adicción a Internet , Juegos de Video , Humanos , Amígdala del Cerebelo/diagnóstico por imagen , Encéfalo , Mapeo Encefálico/métodos , Giro del Cíngulo/diagnóstico por imagen , Internet , Trastorno de Adicción a Internet/diagnóstico por imagen , Soledad , Imagen por Resonancia Magnética/métodos
9.
CNS Spectr ; 27(1): 109-117, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-32951628

RESUMEN

BACKGROUND: Individuals with internet gaming disorder (IGD) are generally characterized by impaired executive control, persistent game-craving, and excessive reward-seeking behaviors. However, the causal interactions within the frontostriatal circuits underlying these problematic behaviors remain unclear. Here, spectral dynamic causal modeling (spDCM) was implemented to explore this issue. METHODS: Resting-state functional magnetic resonance imaging data from 317 online game players (148 IGD subjects and 169 recreational game users (RGUs)) were collected. Using independent component analysis, we determined six region of interests within frontostriatal circuits for further spDCM analysis, and further statistical analyses based on the parametric empirical Bayes framework were performed. RESULTS: Compared with RGUs, IGD subjects showed inhibitory effective connectivity from the right orbitofrontal cortex (OFC) to the right caudate and from the right dorsolateral prefrontal cortex to the left OFC; at the same time, excitatory effective connectivity was observed from the thalamus to the left OFC. Correlation analyses results showed that the directional connection from the right OFC to the right caudate was negatively associated with addiction severity. CONCLUSIONS: These results suggest that the disrupted causal interactions between specific regions might contribute to dysfunctions within frontostriatal circuits in IGD, and the pathway from the right OFC to the right caudate could serve as a target for brain modulation in future IGD interventions.


Asunto(s)
Conducta Adictiva , Juegos de Video , Humanos , Teorema de Bayes , Encéfalo , Mapeo Encefálico/métodos , Ansia , Internet , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos
10.
Addict Biol ; 27(1): e13093, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34496459

RESUMEN

Problematic gaming in adolescents is associated with neural alterations in structural and functional imaging studies. Especially frontal regions, associated with cognitive control functions, as well as temporoparietal areas, responsible for attention processes and self-concepts, and frontolimbic and subcortical regions, connected to emotion regulation and reward processing, are affected. The differences provide a further explanation for addictive disorders and emphasize the importance of interventions that address executive and cognitive-affective deficits.


Asunto(s)
Encéfalo/patología , Trastorno de Adicción a Internet/diagnóstico por imagen , Trastorno de Adicción a Internet/patología , Recompensa , Adolescente , Niño , Cognición/fisiología , Función Ejecutiva/fisiología , Humanos , Imagen por Resonancia Magnética , Corteza Prefrontal/patología , Adulto Joven
11.
Addict Biol ; 27(2): e13119, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34913220

RESUMEN

Studies have shown that internet gaming disorder (IGD) has the potential to be a type of addiction; however, direct comparisons (similarities and differences) between IGD and traditional addictions remain scarce, especially at the neuroimaging level. Resting-state functional magnetic resonance imaging (fMRI) data were collected from 92 individuals with IGD, 96 individuals with tobacco use disorders (TUDs) and 107 individuals who served as healthy controls (HCs). Independent component analysis (ICA) was performed to explore the similarities and differences among these three groups; Granger causality analysis (GCA) was further performed based on the ICA results to determine potential neural features underlying the differences and similarities among the groups. The ICA results indicated significant differences in the subcortical network and cerebellar network. GCA results found that significant differences in bilateral caudate among three groups, and the efferents of dorsal frontostriatal circuit showed significant differences in insula among three groups, whereas efferents of ventral frontostriatal circuit showed significant differences in the medial prefrontal cortex (mPFC). Two kinds of addiction showed differences in thalamus and frontostriatal circuits, and similar changes found in cerebellum and mPFC regions. It suggested that addiction disorders have psychopathology features, and the craving and reward dysfunctions may be the key reasons. Although both substance addiction and behaviour addiction showed craving dysfunction in cerebellum, however, the key reward dysfunction of substance addiction was found in subcortical regions, whereas behaviour addiction located in cortical regions.


Asunto(s)
Conducta Adictiva , Tabaquismo , Juegos de Video , Conducta Adictiva/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Mapeo Encefálico/métodos , Humanos , Internet , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Tabaquismo/diagnóstico por imagen
12.
Neuroimage ; 237: 118136, 2021 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-33951514

RESUMEN

Cutting-edge recommendation algorithms have been widely used by media platforms to suggest users with personalized content. While such user-specific recommendations may satisfy users' needs to obtain intended information, some users may develop a problematic use pattern manifested by addiction-like undesired behaviors. Using a popular video sharing and recommending platform (TikTok) as an example, the present study first characterized use-related undesired behaviors with a questionnaire, then investigated how personally recommended videos modulated brain activity with an fMRI experiment. We found more undesired symptoms were related to lower self-control ability among young adults, and about 5.9% of TikTok users may have significant problematic use. The fMRI results showed higher brain activations in sub-components of the default mode network (DMN), ventral tegmental area, and discrete regions including lateral prefrontal, anterior thalamus, and cerebellum when viewing personalized videos in contrast to non-personalized ones. Psychophysiological interaction analyses revealed stronger coupling between activated DMN subregions and neural pathways underlying auditory and visual processing, as well as the frontoparietal network. This study highlights the functional heterogeneity of DMN in viewing personalized videos and may shed light on the neural underpinnings of how recommendation algorithms are able to keep the user's attention to suggested contents.


Asunto(s)
Corteza Cerebral/fisiología , Red en Modo Predeterminado/fisiología , Trastorno de Adicción a Internet/fisiopatología , Autocontrol , Medios de Comunicación Sociales , Área Tegmental Ventral/fisiología , Grabación en Video , Adulto , Corteza Cerebral/diagnóstico por imagen , Red en Modo Predeterminado/diagnóstico por imagen , Femenino , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Área Tegmental Ventral/diagnóstico por imagen , Adulto Joven
13.
Hum Brain Mapp ; 42(14): 4525-4537, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34170056

RESUMEN

Internet addiction refers to problematic patterns of internet use that continually alter the neural organization and brain networks that control impulsive behaviors and inhibitory functions. Individuals with elevated tendencies to develop internet addiction represent the transition between healthy and clinical conditions and may progress to behavioral addictive disorders. In this network neuroscience study, we used resting-state functional magnetic resonance imaging (rs-fMRI) to examine how and whether individual variations in the tendency of developing internet addiction rewire functional connectivity and diminish the amplitude of spontaneous low-frequency fluctuations in healthy brains. The influence of neurocognitive aging (aged over 60 years) on executive-cerebellar networks responsible for internet addictive behavior was also investigated. Our results revealed that individuals with an elevated tendency of developing internet addiction had disrupted executive-cerebellar networks but increased occipital-putamen connectivity, probably resulting from addiction-sensitive cognitive control processes and bottom-up sensory plasticity. Neurocognitive aging alleviated the effects of reduced mechanisms of prefrontal and cerebellar connectivity, suggesting age-related modulation of addiction-associated brain networks in response to compulsive internet use. Our findings highlight age-related and individual differences in altered functional connectivity and the brain networks of individuals at a high risk of developing internet addictive disorders. These results offer novel network-based preclinical markers of internet addictive behaviors for individuals of different ages.


Asunto(s)
Variación Biológica Individual , Encéfalo/fisiopatología , Envejecimiento Cognitivo/fisiología , Conectoma , Individualidad , Trastorno de Adicción a Internet/fisiopatología , Adolescente , Adulto , Anciano , Encéfalo/diagnóstico por imagen , Femenino , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Adulto Joven
14.
Psychol Med ; 51(9): 1549-1561, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-32102722

RESUMEN

BACKGROUND: Studies of Internet gaming disorder (IGD) suggest an imbalanced relationship between cognitive control and reward processing in people with IGD. However, it remains unclear how these two systems interact with each other, and whether they could serve as neurobiological markers for IGD. METHODS: Fifty IGD subjects and matched individuals with recreational game use (RGU) were selected and compared when they were performing a cue-craving task. Regions of interests [anterior cingulate cortex (ACC), lentiform nucleus] were selected based on the comparison between brain responses to gaming-related cues and neutral cues. Directional connectivities among these brain regions were determined using Bayesian estimation. We additionally examined the posterior cingulate cortex (PCC) in a separate analysis based on data implicating the PCC in craving in addiction. RESULTS: During fixed-connectivity analyses, IGD subjects showed blunted ACC-to-lentiform and lentiform-to-ACC connectivity relative to RGU subjects, especially in the left hemisphere. When facing gaming cues, IGD subjects trended toward lower left-hemispheric modulatory effects in ACC-to-lentiform connectivity than RGU subjects. Self-reported cue-related craving prior to scanning correlated inversely with left-hemispheric modulatory effects in ACC-to-lentiform connectivity. CONCLUSIONS: The results suggesting that prefrontal-to-lentiform connectivity is impaired in IGD provides a possible neurobiological mechanism for difficulties in controlling gaming-cue-elicited cravings. Reduced connectivity ACC-lentiform connectivity may be a useful neurobiological marker for IGD.


Asunto(s)
Mapeo Encefálico/métodos , Cuerpo Estriado/diagnóstico por imagen , Ansia/fisiología , Trastorno de Adicción a Internet/diagnóstico por imagen , Corteza Prefrontal/diagnóstico por imagen , Adulto , Teorema de Bayes , Conducta Adictiva , Señales (Psicología) , Función Ejecutiva/fisiología , Femenino , Giro del Cíngulo/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Masculino , Recompensa , Juegos de Video/psicología , Adulto Joven
15.
Addict Biol ; 26(2): e12894, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32147952

RESUMEN

Internet gaming disorder (IGD) is a concerning issue that requires further research. Here, we seek to examine its neural etiology with an emphasis on the role of the insula. To do so, we relied on the tripartite neurocognitive model of addictive behaviors as applied to IGD. We hypothesized that (a) video game cues will elicit stronger reward system activation and weaker prefrontal activation in gamers vs controls, (b) the IGD scores of gamers will be positively associated with activation of the reward system and negatively with activation of prefrontal regions, (c) deprivation from video gaming will result in increased activation of the insula, when gamers are exposed to video game cues vs to neutral cues, and (d) in deprivation conditions, there will be positive and negative coupling, respectively, between activation of the insula and the reward and prefrontal regions in gamers. We tested these hypotheses with a design with one between-subjects factor (gamers vs controls) and two within-subjects factors: stimuli (gaming vs neutral; for all participants) and session (deprivation vs satiety; only for gamers). Findings based on functional magnetic resonance imaging (fMRI; applied to all 52 subjects, 26 gamers, and 26 controls) and psychophysiological interaction (PPI; applied to the 26 gamers) engaged in a video reactivity task supported our assertions. The IGD score positively correlated with activity in the right ventral striatum and negatively with activity in the right dorsolateral prefrontal cortex (DLPFC). Left insular cortex activity was the highest when observing video gaming cues under deprivation. Lastly, there was an increased coupling between the left insula and left ventral striatum and a decreased coupling with left DLPFC when observing video gaming cues compared with when watching control videos in the deprivation condition.


Asunto(s)
Conducta Adictiva/patología , Corteza Insular/patología , Trastorno de Adicción a Internet/patología , Conducta Adictiva/diagnóstico por imagen , Señales (Psicología) , Femenino , Humanos , Corteza Insular/diagnóstico por imagen , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Recompensa , Adulto Joven
16.
Addict Biol ; 26(1): e12868, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-31886611

RESUMEN

Internet gaming disorder (IGD) is a behavioral addiction involving excessive online game use despite negative psychosocial consequences. Unrestricted online gaming may lead to changes in striatal activity and the relationship between the striatum and other cortical regions. This study investigated structural and functional abnormalities involving the striatum through longitudinal follow-up magnetic resonance imaging (MRI) assessments. Eighteen young males with IGD (mean age: 23.8 ± 2.0 years) and 18 controls (mean age: 23.9 ± 2.7 years) were evaluated. Subjects were reassessed ≥1 year after the first visit (mean follow-up duration: 22.8 ± 6.7 months), using voxel-based morphometry and seed-based resting-state functional connectivity (FC) analyses in seed regions of the dorsal and ventral striatum. Subjects with IGD had smaller gray matter volume (GMV) in the anterior/middle cingulate cortex compared with controls during initial and follow-up assessments. They exhibited decreased FC between the left dorsal putamen and left medial prefrontal cortex (mPFC) compared with controls. They exhibited increased FC strength between the right dorsal putamen and right middle occipital gyrus (MOG) during follow-up. Subjects with IGD showed a significant correlation between changes in the dorsal putamen-MOG FC and gaming time per day. Young males with IGD showed an altered FC pattern in the dorsal striatum during follow-up. FC of the dorsal striatum in IGD increased in the mPFC and decreased in the MOG. These findings showed that IGD was accompanied by weakening of prefrontal control and strengthening of the sensorimotor network, suggesting that uncontrolled gaming may be related with functional neural changes in the dorsal striatum.


Asunto(s)
Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Estriado Ventral/diagnóstico por imagen , Adulto , Mapeo Encefálico , Sustancia Gris/diagnóstico por imagen , Humanos , Estudios Longitudinales , Masculino , Vías Nerviosas , Juegos de Video/psicología , Adulto Joven
17.
Addict Biol ; 26(3): e12933, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-32602162

RESUMEN

Exaggerated reactivity to drug-cues and emotional dysregulations represent key symptoms of early stages of substance use disorders. The diagnostic criteria for (Internet) gaming disorder strongly resemble symptoms for substance-related addictions. However, previous cross-sections studies revealed inconsistent results with respect to neural cue reactivity and emotional dysregulations in these populations. To this end, the present fMRI study applied a combined cross-sectional and longitudinal design in regular online gamers (n = 37) and gaming-naïve controls (n = 67). To separate gaming-associated changes from predisposing factors, gaming-naive subjects were randomly assigned to 6 weeks of daily Internet gaming or a non-gaming condition. At baseline and after the training, subjects underwent an fMRI paradigm presenting gaming-related cues and non-gaming-related emotional stimuli. Cross-sectional comparisons revealed gaming-cue specific enhanced valence attribution and neural reactivity in a parietal network, including the posterior cingulate in regular gamers as compared to gaming naïve-controls. Longitudinal analysis revealed that 6 weeks of gaming elevated valence ratings as well as neural cue-reactivity in a similar parietal network, specifically the posterior cingulate in previously gaming-naïve controls. Together, the longitudinal design did not reveal supporting evidence for altered emotional processing of non-gaming associated stimuli in regular gamers whereas convergent evidence for increased emotional and neural reactivity to gaming-associated stimuli was observed. Findings suggest that exaggerated neural reactivity in posterior parietal regions engaged in default mode and automated information processing already occur during early stages of regular gaming and probably promote continued engagement in gaming behavior.


Asunto(s)
Encéfalo/fisiopatología , Señales (Psicología) , Trastorno de Adicción a Internet/fisiopatología , Juegos de Video/psicología , Adulto , Encéfalo/diagnóstico por imagen , Mapeo Encefálico/métodos , Emociones , Femenino , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Masculino , Adulto Joven
18.
Addict Biol ; 26(2): e12917, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32415913

RESUMEN

Alterations in brain connectivity have been implicated in internet gaming disorder (IGD). However, little is known about alterations in whole-brain connectivity and their associations with long-term treatment outcomes. Here, we used a relatively new analytic approach, intrinsic connectivity distribution (ICD) analysis, to examine brain connectivity in 74 IGD participants and 41 matched healthy controls (HCs) and conducted post hoc seed-based resting-state functional connectivity (rsFC) analyses based on the ICD findings. We also examined how these findings related to outcomes involving a craving behavioral intervention (CBI) for IGD. IGD participants showed less whole-brain connectivity in the left angular gyrus and ventromedial prefrontal cortex (vmPFC) compared with HC participants. Seed-based rsFC analyses revealed that the left angular gyrus in the IGD group showed less connectivity with areas involved in the default-mode network and greater connectivity with areas in the salience and executive control networks. CBI was associated with improved connectivity within regions in the default-mode network and regions across the default-mode and salience networks. ICD-identified connectivity differences in the left angular gyrus and vmPFC were related to changes in craving and severity of addiction 6 months after the intervention. The findings suggest that IGD is associated with alterations in brain connectivity that may be sensitive to interventions. Thus, the findings have implications for understanding mechanisms underlying CBI effects and for further treatment development.


Asunto(s)
Trastorno de Adicción a Internet/patología , Trastorno de Adicción a Internet/terapia , Corteza Prefrontal/patología , Psicoterapia/métodos , Conducta Adictiva/diagnóstico por imagen , Conducta Adictiva/patología , Conducta Adictiva/terapia , Ansia , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Corteza Prefrontal/diagnóstico por imagen
19.
Addict Biol ; 26(3): e12916, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-32365424

RESUMEN

Impulsivity and emotion dysregulation have been known to be risk factors for Internet gaming disorder (IGD), but their underlying neural mechanisms are not yet fully understood. Given that the prefrontal cortex has a key role in higher order cognition and addiction, the present study aimed to investigate emotional influences on response inhibition in situations with different cognitive demands. A total of 41 young male adults (20 with and 21 without IGD) were scanned while performing two versions of an emotional go/no-go task with demands on low and high working memory load. Patients with IGD showed a failure in response inhibition and increased activation of widespread brain regions, including prefrontal, motor-sensory, parietal, occipital, insula, and striatal regions across tasks. Among these regions, involvement of the dorsolateral prefrontal cortex and ventral striatum was observed only during the task with high demands on working memory. Moreover, it was also only during the high-load task that interaction between response inhibition and emotional states was observed in the dorsomedial prefrontal cortex, with observations revealing that its alteration in patients with IGD was associated with number of hours spent on Internet gaming. Our findings highlight a failure of response inhibition and dysfunction within the inhibitory control network. The special significance of our study is that dysfunctional dorsomedial prefrontal cortex may mediate abnormal emotional influences on response inhibition in patients with IGD.


Asunto(s)
Emociones , Conducta Impulsiva , Trastorno de Adicción a Internet/fisiopatología , Corteza Prefrontal/fisiopatología , Juegos de Video/psicología , Adulto , Mapeo Encefálico/métodos , Humanos , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Masculino , Corteza Prefrontal/diagnóstico por imagen , Adulto Joven
20.
Addict Biol ; 26(4): e12997, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33432718

RESUMEN

Compulsivity and loss of behavioral control represent core symptoms in obsessive-compulsive disorder (OCD), substance use disorder (SUD), and internet gaming disorder (IGD). Despite elaborated animal models suggesting that compulsivity is mediated by cortico-striatal circuits and a growing number of neuroimaging case-control studies, common neurofunctional alterations in these disorders have not been systematically examined. The present activation likelihood estimation (ALE) meta-analysis capitalized on previous functional magnetic resonance imaging (fMRI) studies to determine shared neurofunctional alterations among the three disorders. Task-based fMRI studies of individuals with SUD, OCD, or IGD were obtained. ALE was performed within each disorder. Next, contrast and conjunction meta-analyses were performed to determine differential and common alterations. Task-paradigm classes were group according to Research Domain Criteria (RDoC) domains to determine contributions of underlying behavioral domains. One hundred forty-four articles were included representing data from n = 6897 individuals (SUD = 2418, controls = 2332; IGD = 361, controls = 360; OCD = 715, controls = 711) from case-control studies. Conjunction meta-analyses revealed shared alterations in the anterior insular cortex between OCD and SUDs. SUD exhibited additionally pronounced dorsal-striatal alterations compared with both, OCD and IGD. IGD shared frontal, particularly cingulate alterations with all SUDs, while IGD demonstrated pronounced temporal alterations compared with both, SUD and OCD. No robust overlap between IGD and OCD was observed. Across the disorders, neurofunctional alterations were mainly contributed by cognitive systems and positive valence RDoC domains. The present findings indicate that neurofunctional dysregulations in prefrontal regions engaged in regulatory-control represent shared neurofunctional alterations across substance and behavioral addictions, while shared neurofunctional dysregulations in the anterior insula may mediate compulsivity in substance addiction and OCD.


Asunto(s)
Cuerpo Estriado/diagnóstico por imagen , Trastorno de Adicción a Internet/diagnóstico por imagen , Imagen por Resonancia Magnética , Trastorno Obsesivo Compulsivo/diagnóstico por imagen , Trastornos Relacionados con Sustancias/diagnóstico por imagen , Adulto , Estudios de Casos y Controles , Femenino , Giro del Cíngulo/diagnóstico por imagen , Humanos , Corteza Insular/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Juegos de Video/psicología , Adulto Joven
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