Luo Jing, Yang Ru, Yang Wenhan, Duan Chunmei, Deng Yuan, Zhang Jun, Chen Jiyuan, Liu Jun
Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, China.
Yunnan Institute for Drug Abuse, Kunming, China.
Front Psychiatry. 2020 Jul 3;11:492. doi: 10.3389/fpsyt.2020.00492. eCollection 2020.
Abnormal amplitude of low-frequency fluctuation has been implicated in heroin addiction. However, previous studies lacked consistency and didn't consider the impact of confounding factors such as methadone and alcohol. Fifty-one heroin-dependent (HD) individuals and 40 healthy controls underwent resting-state functional magnetic resonance imaging. The 'amplitude of low-frequency fluctuation' (ALFF) value was calculated and support vector machine (SVM) classification analysis was applied to analyze the data. Compared with healthy controls, heroin addicts exhibited increased ALFF in the right angular gyrus (AG) and left superior occipital gyrus (SOG). A negative correlation was observed between increased ALFF in the right angular gyrus and left superior occipital gyrus and the duration of heroin use ( =0.004, =-0.426; =0.009, =-0.361). Moreover, the ALFF in the right AG and left SOG could discriminate the HD subjects from the controls with acceptable accuracy (Acc=64.85%, =0.004; Acc=63.80%, =0.005). HD patients showed abnormal ALFF in the brain areas involved in semantic memory and visual networks. The longer HD individuals abused heroin, the less the ALFF of associated brain regions increased. These observed patterns suggested that the accumulative effect of heroin's neurotoxicity overpowered self-recovery of the brain and may be applied as a potential biomarker to identify HD individuals from the controls.
低频波动幅度异常与海洛因成瘾有关。然而,以往的研究缺乏一致性,且未考虑美沙酮和酒精等混杂因素的影响。51名海洛因依赖者(HD)和40名健康对照者接受了静息态功能磁共振成像检查。计算了“低频波动幅度”(ALFF)值,并应用支持向量机(SVM)分类分析对数据进行分析。与健康对照者相比,海洛因成瘾者右侧角回(AG)和左侧枕上回(SOG)的ALFF增加。右侧角回和左侧枕上回ALFF增加与海洛因使用时间之间存在负相关(r = 0.004,β = -0.426;r = 0.009,β = -0.361)。此外,右侧AG和左侧SOG的ALFF能够以可接受的准确率将HD受试者与对照者区分开来(Acc = 64.85%,p = 0.004;Acc = 63.80%,p = 0.005)。HD患者在涉及语义记忆和视觉网络的脑区表现出异常的ALFF。HD个体滥用海洛因的时间越长,相关脑区的ALFF增加越少。这些观察到的模式表明,海洛因神经毒性的累积效应超过了大脑的自我恢复能力,可能作为一种潜在的生物标志物用于从对照者中识别HD个体。