Barraclough Michelle, McKie Shane, Parker Ben, Elliott Rebecca, Bruce Ian N
Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK and NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre.
FBMH Platform Sciences, Enabling Technologies & Infrastructure, FBMH Research & Innovation, The University of Manchester & Manchester Academic Health Science Centre.
Rheumatology (Oxford). 2022 Apr 18;61(SI):SI39-SI47. doi: 10.1093/rheumatology/keab734.
Cognitive dysfunction (CD) and depression are interlinked comorbidities of SLE. They may be the result of altered brain mechanisms. This study aimed to examine SLE effects on functional connectivity (FC) within the default mode network (DMN) using resting state fMRI, and how depression may impact this.
Demographic, clinical and psychiatric data were collected from 19 SLE-active, 23 SLE-stable and 30 healthy controls (HC) participants. A T2*-weighted rsfMR scan was acquired and analysed using independent component analysis. Group z-scores for nodes associated with the DMN were tested. Significant nodes were entered into a factor analysis. The combined factor was used in correlations with factors of interest. Significant variables were used in a mediation analysis.
14 DMN nodes were defined using independent component analysis. In five nodes, the SLE groups had significantly reduced FC compared with the HC group (P < 0.01). Factor analysis generated one factor that only depression score correlated with for both the HC group (rs = -0.510) and SLE groups combined (rs = -0.390). Mediation analysis revealed depression score accounted for 22% of the altered FC in the DMN. Disease state accounted for the remaining 78%.
Altered FC was evident in DMN nodes for SLE groups irrespective of disease activity. Depression accounts for some of this effect but SLE directly accounted for more. Further studies are needed to assess if these changes may be a precursor to CD in SLE. If so, rs-fMRI could be an early marker for CD in SLE and help in future CD in SLE treatment trials.
认知功能障碍(CD)和抑郁症是系统性红斑狼疮(SLE)的相关合并症。它们可能是大脑机制改变的结果。本研究旨在使用静息态功能磁共振成像(fMRI)检查SLE对默认模式网络(DMN)内功能连接(FC)的影响,以及抑郁症如何影响这一过程。
收集了19名SLE活动期、23名SLE稳定期参与者和30名健康对照(HC)参与者的人口统计学、临床和精神科数据。采集了T2 *加权的静息态功能磁共振成像扫描,并使用独立成分分析进行分析。测试了与DMN相关节点的组z分数。将显著节点纳入因子分析。将合并因子与感兴趣的因子进行相关性分析。将显著变量用于中介分析。
使用独立成分分析定义了14个DMN节点。在五个节点中,SLE组与HC组相比FC显著降低(P <0.01)。因子分析产生了一个因子,只有抑郁症评分与HC组(rs = -0.510)和合并的SLE组(rs = -0.390)相关。中介分析显示,抑郁症评分占DMN中FC改变的22%。疾病状态占其余的78%。
无论疾病活动如何,SLE组的DMN节点中均存在明显的FC改变。抑郁症占部分影响,但SLE直接占比更多。需要进一步研究来评估这些变化是否可能是SLE中CD的先兆。如果是这样,静息态功能磁共振成像可能是SLE中CD的早期标志物,并有助于未来SLE中CD的治疗试验。