Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA.
Research Service, VA San Diego Healthcare System, San Diego, CA, USA.
Psychol Med. 2023 Jan;53(2):332-341. doi: 10.1017/S0033291721001513. Epub 2021 Apr 30.
Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) are highly comorbid and are associated with significant functional impairment and inconsistent treatment outcomes. Data-driven subtyping of this clinically heterogeneous patient population and the associated underlying neural mechanisms are highly needed to identify who will benefit from psychotherapy.
In 53 comorbid PTSD/AUD patients, resting-state functional magnetic resonance imaging was collected prior to undergoing individual psychotherapy. We used a data-driven approach to subgroup patients based on directed connectivity profiles. Connectivity subgroups were compared on clinical measures of PTSD severity and heavy alcohol use collected at pre- and post-treatment.
We identified a subgroup of patients associated with improvement in PTSD symptoms from integrated-prolonged exposure therapy. This subgroup was characterized by lower insula to inferior parietal cortex (IPC) connectivity, higher pregenual anterior cingulate cortex (pgACC) to posterior midcingulate cortex connectivity and a unique pgACC to IPC path. We did not observe any connectivity subgroup that uniquely benefited from integrated-coping skills or subgroups associated with change in alcohol consumption.
Data-driven approaches to characterize PTSD/AUD subtypes have the potential to identify brain network profiles that are implicated in the benefit from psychological interventions - setting the stage for future research that targets these brain circuit communication patterns to boost treatment efficacy.
创伤后应激障碍(PTSD)和酒精使用障碍(AUD)高度共病,并与显著的功能障碍和治疗效果不一致有关。对这一临床异质患者群体进行数据驱动的亚型划分以及相关的潜在神经机制非常重要,这有助于确定谁将从心理治疗中受益。
在 53 名共病 PTSD/AUD 患者中,在接受个体心理治疗前采集静息态功能磁共振成像数据。我们使用一种基于有向连接谱的基于数据的方法对患者进行亚组划分。在治疗前后,我们比较了 PTSD 严重程度和大量饮酒的临床测量值,以比较连接亚组。
我们确定了一组与综合延长暴露治疗中 PTSD 症状改善相关的患者亚组。该亚组的特征是岛叶到下顶叶皮层(IPC)的连接性降低,前扣带回皮质(pgACC)到后扣带皮质的连接性升高,以及 pgACC 到 IPC 的独特路径。我们没有观察到任何从综合应对技能中受益的独特连接亚组,也没有观察到与酒精消耗变化相关的亚组。
对 PTSD/AUD 亚型进行数据驱动的方法可以确定与心理干预获益相关的大脑网络特征,为针对这些大脑回路通信模式以提高治疗效果的未来研究奠定基础。