Brain state dynamics and working memory in patients with schizophrenia and unaffected siblings.

IF 7 1区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Feiwen Wang, Jie Yang, Jun Yang, Peng Cheng, Wenjian Tan, Danqing Huang, Maoxing Zhong, Xiawei Liu, Weiqing Huang, Zhening Liu, Lena Palaniyappan
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引用次数: 0

Abstract

Background: Working memory (WM) deficits are a key feature of schizophrenia and are also seen in unaffected siblings. These deficits might arise  from disrupted transitions from one brain state to another. Using a robust algorithm called the Bayesian Switching Dynamical System (BSDS), we studied hidden brain states and their transitions during a WM task in people with schizophrenia.

Methods: We used BSDS to identify brain states based on regions of interest (ROIs) within the default mode network and the frontoparietal network in 161 patients with schizophrenia, 37 unaffected siblings, and 96 healthy controls during N-back (0, 2, and resting fixation) tasks. We estimated group differences in the properties of brain states and studied the influence of WM performance and clinical characteristics on them using General Linear Models.

Results: We identified 4 brain states underlying the WM task: high-demand, low-demand, fixation, and non-dominant states. Compared with controls and siblings, patients showed reduced occupancy and lifetime of high-demand state during the "2-back," reduced lifetime of low-demand state during the "0-back," but increased occupancy and lifetime of fixation state during both task periods. Aberrant high-demand state mediated the association between WM performance and negative symptoms. Compared with controls and patients, siblings showed increased occupancy of high-demand and reduced fixation state during the resting fixation condition; this putative compensatory process correlated with better WM performance.

Conclusions: Latent brain states of intrinsic connectivity that represent internal mental processes affect WM performance, influencing the expression of negative symptoms in schizophrenia and cognitive resilience in unaffected siblings.

精神分裂症患者和未受影响的兄弟姐妹的大脑状态动态和工作记忆。
背景:工作记忆(WM)缺陷是精神分裂症的一个关键特征,在未受影响的兄弟姐妹中也可以看到。这些缺陷可能源于大脑从一种状态到另一种状态的中断转换。使用一种称为贝叶斯切换动力系统(BSDS)的鲁棒算法,我们研究了精神分裂症患者在WM任务中的隐藏大脑状态及其转换。方法:在N-back(0、2和静息固定)任务中,我们使用BSDS基于默认模式网络和额顶叶网络中的兴趣区域(roi)来识别161例精神分裂症患者、37名未受影响的兄弟姐妹和96名健康对照。我们估计各组脑状态属性的差异,并使用一般线性模型研究WM表现和临床特征对它们的影响。结果:我们确定了WM任务背后的4种大脑状态:高要求状态、低要求状态、注视状态和非主导状态。与对照组和兄弟姐妹相比,患者在“2-back”任务期间的高要求状态占用率和寿命减少,在“0-back”任务期间的低要求状态占用率和寿命减少,但在两个任务期间的固定状态占用率和寿命增加。异常高要求状态介导WM表现与负性症状之间的关联。与对照组和患者相比,兄弟姐妹在静息固定状态下高需求占用率增加,固定状态减少;这种假定的补偿过程与更好的WM表现相关。结论:代表内部心理过程的内在连通性的潜在脑状态影响WM表现,影响精神分裂症阴性症状的表达和未受影响的兄弟姐妹的认知恢复力。
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来源期刊
BMC Medicine
BMC Medicine 医学-医学:内科
CiteScore
13.10
自引率
1.10%
发文量
435
审稿时长
4-8 weeks
期刊介绍: BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.
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