Department of Psychology, Stanford University, Stanford, California.
Veterans Affairs Palo Alto Health Care System, Palo Alto, Stanford, California.
JAMA Netw Open. 2018 Dec 7;1(8):e186466. doi: 10.1001/jamanetworkopen.2018.6466.
Although chronic relapse is a characteristic of addiction to stimulants, conventional measures (eg, clinical, demographic, and self-report) do not robustly identify which individuals are most vulnerable to relapse.
To test whether drug cues are associated with increased mesolimbic neural activity in patients undergoing treatment for stimulant use disorder and whether this activity is associated with risk for subsequent relapse.
DESIGN, SETTING, AND PARTICIPANTS: This prospective cohort study of 76 participants included a control group for baseline group comparisons. Veteran patients (n = 36) with stimulant use disorders were recruited from a 28-day residential treatment program at the Veterans Affairs Palo Alto Health Care System. Healthy controls (n = 40) were recruited from the surrounding community. Baseline data were collected between September 21, 2015, and January 26, 2018, from patients and healthy controls using functional magnetic resonance imaging during a performance of a reward cue task. Patients' stimulant use was subsequently assessed after treatment discharge (at approximately 1, 3, and 6 months) to assess relapse outcomes.
Primary measures included neural responses to drug and food cues in estimated mesolimbic volumes of interest, including the medial prefrontal cortex, nucleus accumbens (NAcc), and ventral tegmental area. The primary outcome variable was relapse (defined as any stimulant use), assessed both dichotomously (3 months after discharge) and continuously (days to relapse). Brain activity measures were contrasted between groups to validate neural measures of drug cue reactivity, which were then used to estimate relapse outcomes of patients.
Relative to controls (n = 40; 16 women and 24 men; mean [SD] age, 32.0 [11.6] years), patients (n = 36; 2 women and 34 men; mean [SD] age, 43.4 [13.3] years) showed increased mesolimbic activity in response to drug cues (medial prefrontal cortex, t74 = 2.90, P = .005, Cohen d = 0.66; NAcc, t74 = 2.39, P = .02, Cohen d = 0.54; and ventral tegmental area, t74 = 4.04, P < .001, Cohen d = 0.92). In patients, increased drug cue response in the NAcc (but not other volumes of interest) was associated with time to relapse months later (Cox proportional hazards regression hazard ratio, 2.30; 95% CI, 1.40-3.79). After controlling for age, NAcc response to drug cues classified relapsers (12 patients; 1 woman and 11 men; mean [SD] age, 49.3 [14.1] years) and abstainers (21 patients; 1 woman and 20 men; mean [SD] age, 39.3 [12.3] years) at 3 months with 75.8% classification accuracy. Model comparison further indicated that NAcc responses to drug cues were associated with relapse above and beyond estimations of relapse according to conventional measures.
Responses in the NAcc to stimulant cues appear to be associated with relapse in humans. Identification of neural markers may eventually help target interventions to the most vulnerable individuals.
尽管慢性复发是兴奋剂成瘾的一个特征,但常规措施(例如临床、人口统计学和自我报告)不能有效地确定哪些人最容易复发。
测试药物线索是否与接受兴奋剂使用障碍治疗的患者的中脑边缘神经活动增加有关,以及这种活动是否与随后复发的风险有关。
设计、地点和参与者:这项对 76 名参与者的前瞻性队列研究包括一个基线组比较的对照组。退伍军人患者(n=36)患有兴奋剂使用障碍,从退伍军人事务部帕洛阿尔托医疗保健系统的 28 天住院治疗计划中招募。健康对照组(n=40)从周围社区招募。在 2015 年 9 月 21 日至 2018 年 1 月 26 日期间,通过功能磁共振成像在患者和健康对照者执行奖励线索任务期间收集基线数据。在治疗出院后(约在 1、3 和 6 个月)评估患者的兴奋剂使用情况,以评估复发结果。
主要措施包括中脑边缘体积感兴趣区内药物和食物线索的神经反应,包括内侧前额叶皮质、伏隔核(NAcc)和腹侧被盖区。主要结局变量是复发(定义为任何兴奋剂使用),通过在出院后 3 个月进行二元(双变量)和连续(天)评估来测量。将组间的大脑活动测量结果进行对比,以验证药物线索反应的神经测量,然后用这些测量来估计患者的复发结果。
与对照组(n=40;16 名女性和 24 名男性;平均[SD]年龄,32.0[11.6]岁)相比,患者(n=36;2 名女性和 34 名男性;平均[SD]年龄,43.4[13.3]岁)对药物线索的中脑边缘神经活动增加(内侧前额叶皮质,t74=2.90,P=0.005,Cohen d=0.66;NAcc,t74=2.39,P=0.02,Cohen d=0.54;腹侧被盖区,t74=4.04,P<.001,Cohen d=0.92)。在患者中,NAcc 对药物线索的反应增加(但其他感兴趣区没有)与之后数月的复发时间相关(Cox 比例风险回归风险比,2.30;95%CI,1.40-3.79)。在控制年龄后,NAcc 对药物线索的反应可以以 75.8%的准确率将 3 个月时的复发者(12 名患者;1 名女性和 11 名男性;平均[SD]年龄,49.3[14.1]岁)和不复发者(21 名患者;1 名女性和 20 名男性;平均[SD]年龄,39.3[12.3]岁)区分开来。模型比较进一步表明,NAcc 对药物线索的反应与常规措施估计的复发有关,并且与复发有关。
兴奋剂线索引起的 NAcc 反应似乎与人类的复发有关。识别神经标记物最终可能有助于将干预措施针对最脆弱的个体。