Gaudreault Pierre-Olivier, King Sarah G, Huang Yuefeng, Ceceli Ahmet O, Kronberg Greg, Alia-Klein Nelly, Goldstein Rita Z
Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York City, New York.
JAMA Netw Open. 2024 Dec 2;7(12):e2451678. doi: 10.1001/jamanetworkopen.2024.51678.
Amidst an unprecedented opioid epidemic, identifying neurobiological correlates of change with medication-assisted treatment of heroin use disorder is imperative. White matter impairments in individuals with heroin use disorder (HUD) have been associated with drug craving, a reliable predictor of treatment outcomes; however, little is known about structural connectivity changes with inpatient treatment and abstinence in individuals with HUD.
To assess white matter microstructure and associations with drug craving changes with inpatient treatment in individuals with HUD (effects of time and rescan compared with controls).
DESIGN, SETTING, AND PARTICIPANTS: This cohort study conducted from December 2020 to September 2022 included individuals recruited from urban inpatient treatment facilities treating HUD and surrounding communities in New York City. Participants with HUD were receiving medication-assisted treatment. Data were analyzed from October 2022 to March 2023.
Between scans, inpatient individuals with HUD continued treatment and related clinical interventions. Control participants were scanned at similar time intervals.
Changes in white matter diffusion metrics (fractional anisotropy and mean, axial, and radial diffusivities) assessed voxelwise with general linear models in addition to baseline and cue-induced drug craving, and other clinical outcome variables (mood, sleep, affect, perceived stress, and therapy attendance).
Thirty-four individuals with HUD (mean [SD] age, 40.5 [11.0] years; 9 women [36%]; 3 Black [9%], 17 White [50%], 14 other race or ethnicity [41%]) and 25 control (mean [SD] age, 42.1 [9.0]; 7 women [21%]; 8 Black [32%], 10 White [40%], 7 other race or ethnicity [28%]) were included. Main voxelwise findings showed HUD-specific white matter microstructure changes (1 - P > .949), including increased fractional anisotropy and decreased mean and radial diffusivities, encompassing mostly frontal major callosal, projection, and association tracts. The increased fractional anisotropy (r = -0.72, P < .001, slope SE = 9.0 × 10-4) and decreased mean diffusivity (r = 0.69, P < .001, slope SE = 1.25 × 10-6) and/or radial diffusivity (r = 0.67, P < .001, slope SE = 1.16 × 10-6) in the genu and body of the corpus callosum and left anterior corona radiata in individuals with HUD correlated with a reduction in baseline craving (voxelwise 1 - P > .949). No other white matter correlations with outcome variables reached significance.
This cohort study of inpatients with HUD on medication-assisted treatment found whole-brain normalization of structural connectivity in frontal white matter pathways implicated in emotional regulation and top-down executive control. Observed associations with decreases in baseline craving further support the possibility of recovery, highlighting the relevance of these white matter markers to a major symptom of addiction, with implications for clinical outcome monitoring.
在前所未有的阿片类药物流行背景下,确定海洛因使用障碍药物辅助治疗中变化的神经生物学关联至关重要。海洛因使用障碍(HUD)患者的白质损伤与药物渴望有关,药物渴望是治疗结果的可靠预测指标;然而,对于HUD患者住院治疗及戒断期间的结构连接变化知之甚少。
评估HUD患者住院治疗期间白质微观结构及其与药物渴望变化的关联(与对照组相比,时间和重复扫描的影响)。
设计、地点和参与者:这项队列研究于2020年12月至2022年9月进行,纳入了从纽约市治疗HUD的城市住院治疗设施及周边社区招募的个体。患有HUD的参与者正在接受药物辅助治疗。数据于2022年10月至2023年3月进行分析。
在两次扫描期间,患有HUD的住院患者继续接受治疗及相关临床干预。对照参与者在相似的时间间隔进行扫描。
使用一般线性模型逐体素评估白质扩散指标(分数各向异性、平均扩散率、轴向扩散率和径向扩散率)的变化,同时评估基线及线索诱导的药物渴望,以及其他临床结局变量(情绪、睡眠、情感、感知压力和治疗出勤率)。
纳入了34名患有HUD的个体(平均[标准差]年龄为40.5[11.0]岁;9名女性[36%];3名黑人[9%],17名白人[50%],14名其他种族或族裔[41%])和25名对照个体(平均[标准差]年龄为42.1[9.0];7名女性[21%];8名黑人[32%],10名白人[40%],7名其他种族或族裔[28%])。主要的逐体素研究结果显示了HUD特异性的白质微观结构变化(1 - P >.949),包括分数各向异性增加以及平均扩散率和径向扩散率降低,主要涉及额叶主要胼胝体、投射和联合纤维束。患有HUD的个体胼胝体膝部和体部以及左侧前放射冠分数各向异性增加(r = -0.72,P <.001,斜率标准误 = 9.0×10-4)以及平均扩散率降低(r = 0.69,P <.001,斜率标准误 = 1.25×10-6)和/或径向扩散率降低(r = 0.67,P <.001,斜率标准误 = 1.16×10-6)与基线渴望的降低相关(逐体素1 - P >.949)。白质与其他结局变量之间没有其他显著相关性。
这项对接受药物辅助治疗的HUD住院患者的队列研究发现,涉及情绪调节和自上而下执行控制的额叶白质通路的结构连接在全脑范围内恢复正常。观察到的与基线渴望降低的关联进一步支持了恢复的可能性,突出了这些白质标记物与成瘾主要症状的相关性,对临床结局监测具有重要意义。