Zhang Manxue, Zhao Shengnan, Chen Yuexin, Zhang Xu, Li Yuwei, Xu Peiwei, Huang Yi, Sun Xueli
Mental Health Center, West China Hospital of Sichuan University, Chengdu, People's Republic of China.
The Second Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.
Neuropsychiatr Dis Treat. 2022 Aug 12;18:1715-1725. doi: 10.2147/NDT.S372358. eCollection 2022.
Chronic stress has been linked to the pathophysiology of bipolar disorder (BD); however, the underlying mechanism remains unclear. In BD patients, hypothalamic-pituitary-adrenal (HPA) axis activity is associated with stress. This study aimed to examine the relationship between HPA axis activity and BD symptoms in various clinical states, as well as how personality influences the process.
This study investigated the differences in HPA axis activity among four BD states. We enrolled 813 BD patients in an 8-week longitudinal study to examine the relationship between HPA axis activity and symptom trajectories using dynamic temporal warping (DTW) analysis and an unsupervised machine learning technique. Furthermore, using mediation analyses, the relationship between the HPA axis, personality, and BD symptoms was investigated.
Analysis of variance (ANOVA) analysis showed that glucocorticoid cortisol (CORT) and adrenocorticotropin (ACTH) did not differ significantly among the four clinical states of BD. The DTW integrating clustering analysis revealed that the two clusters were optimal, with cluster 1 characterized by severe manic symptoms, which then improved, and cluster 2, characterized by milder manic severity, which also improved. The two clusters showed different ACTH levels (t = 2.289, p = 0.022), and logistic regression analysis revealed a slight positive association between ACTH levels and cluster 1. Furthermore, the mediation analysis indicated that ACTH influences curative efficacy via conscientiousness (βc =0.103, p=0.001).
In conclusion, we found that a higher level of ACTH is associated with severe manic symptoms, indicating a chronic stress response in BD patients. Additionally, the ACTH levels affect short-term BD curative efficacy via the mediation of conscientiousness, providing a psychotherapeutic strategy direction for BD.
慢性应激与双相情感障碍(BD)的病理生理学有关;然而,其潜在机制仍不清楚。在BD患者中,下丘脑-垂体-肾上腺(HPA)轴活动与应激有关。本研究旨在探讨不同临床状态下HPA轴活动与BD症状之间的关系,以及人格如何影响这一过程。
本研究调查了四种BD状态下HPA轴活动的差异。我们招募了813名BD患者进行为期8周的纵向研究,使用动态时间规整(DTW)分析和无监督机器学习技术来研究HPA轴活动与症状轨迹之间的关系。此外,通过中介分析,研究了HPA轴、人格和BD症状之间的关系。
方差分析(ANOVA)表明,糖皮质激素皮质醇(CORT)和促肾上腺皮质激素(ACTH)在BD的四种临床状态之间没有显著差异。DTW整合聚类分析显示,两个聚类是最优的,聚类1的特征是严重躁狂症状,随后症状改善,聚类2的特征是躁狂严重程度较轻,症状也有所改善。两个聚类显示出不同的ACTH水平(t = 2.289,p = 0.022),逻辑回归分析显示ACTH水平与聚类1之间存在轻微正相关。此外,中介分析表明,ACTH通过尽责性影响治疗效果(βc = 0.103,p = 0.001)。
总之,我们发现较高水平的ACTH与严重躁狂症状有关,表明BD患者存在慢性应激反应。此外,ACTH水平通过尽责性的中介作用影响BD的短期治疗效果,为BD提供了一种心理治疗策略方向。