Evidence map›Paper›PMID 42176233›Full record

ArticleEuropean archives of psychiatry and clinical neuroscience2026

Altered long-range temporal correlations in delta oscillatory amplitude dynamics in gambling disorder.

Chao Xue, Gangliang Zhong, Tianzhen Chen, Yicheng Wei, Jingyang Liu, Xiyuan Zhang, Yuhao Cui, Peiqiong Yang, Min Zhao, Jiang Du

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Article in European archives of psychiatry and clinical neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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10 authors.

Chao Xue *Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Gangliang Zhong *Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Tianzhen ChenShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Yicheng WeiShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Jingyang LiuShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Xiyuan ZhangShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Yuhao CuiShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Peiqiong YangShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China.
Min ZhaoShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China. drminzhao@smhc.org.cn.
Jiang DuShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600 Wanping Nan Road, Shanghai, 200030, China. dujiangdou@163.com.

Funding

Medical-Engineering Interdisciplinary Research Foundation of Shanghai Jiao Tong University "Jiao Tong Star" Program YG2023ZD25National Key R&D Program of China 2019HY320001National Key R&D Program of China 2023YFC3304200National Key R&D Program of China 2023YFC3304204National Natural Science Foundation of China 81871045National Natural Science Foundation of China 82130041National Natural Science Foundation of China 82171484
6 · The paper itself

Abstract

Understanding the neural oscillations underlying gambling disorder (GD) is essential for developing effective prevention and treatment strategies. While the spatial coordination of neural activity in GD patients has been extensively studied, the temporal dynamics of neural activity have not yet been investigated. In this study, we aim to investigate the long-range temporal correlations (LRTC) of the instantaneous amplitude of resting-state Electroencephalography (EEG) in GD patients. EEG activity was recorded during eyes-closed wakeful rest in 87 patients with GD and 40 age-, gender-, and education-matched healthy controls. LRTC in amplitude fluctuations was quantified using detrended fluctuation analysis (DFA) to estimate Hurst exponents across delta (1-4 Hz), theta (4-8 Hz), alpha (8-13 Hz), beta (13-30 Hz), and gamma (30-45 Hz) frequency bands. Participants also completed measures of impulsivity and gambling severity. Group differences were assessed using parametric or non-parametric statistical tests, depending on data distribution. Compared with healthy controls, the GD group exhibited significantly higher LRTC in the delta band over middle-frontal and parietal regions (p < .001, rank-biserial correlation = 0.44), whereas no significant group differences were observed in the theta, alpha, beta, or gamma bands. Additionally, GD participants also showed higher scores on the "motor impulsivity" construct of impulsivity (p < .001, Cohen's d = 1.35), which was positively associated with higher LRTC in the delta band in the GD group (p = .034). These increased LRTC in the delta band effectively differentiated individuals with GD from healthy controls (p < .001). We identified disrupted temporal correlations in the brain networks of GD patients, suggesting that elevated delta-band LRTC may represent a candidate electrophysiological marker warranting further replication and longitudinal validation.

Indexed as

Delta RhythmGamblingAdultElectroencephalographyFemaleHumansImpulsive BehaviorMaleMiddle AgedEEGGambling disorderImpulsivityLong-range temporal correlationsNeural oscillations

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PMID42176233

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