CogT Lab, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY, 14627, USA.
Geroscience. 2023 Jun;45(3):1803-1815. doi: 10.1007/s11357-023-00730-8. Epub 2023 Jan 26.
Locus of control (LOC) describes whether an individual thinks that they themselves (internal LOC) or external factors (external LOC) have more influence on their lives. LOC varies by domain, and a person's LOC for their intellectual capacities (LOC-Cognition) may be a marker of resilience in older adults at risk for dementia, with internal LOC-Cognition relating to better outcomes and improved treatment adherence. Vagal control, a key component of parasympathetic autonomic nervous system (ANS) regulation, may reflect a neurophysiological biomarker of internal LOC-Cognition. We used canonical correlation analysis (CCA) to identify a shared neurophysiological marker of ANS regulation from electrocardiogram (during auditory working memory) and functional connectivity (FC) data. A canonical variable from root mean square of successive differences (RMSSD) time series and between-network FC was significantly related to internal LOC-Cognition (β = 0.266, SE = 0.971, CI = [0.190, 4.073], p = 0.031) in 65 participants (mean age = 74.7, 32 female) with amnestic mild cognitive impairment (aMCI). Follow-up data from 55 of these individuals (mean age = 73.6, 22 females) was used to show reliability of this relationship (β = 0.271, SE = 0.971, CI = [0.033, 2.630], p = 0.047), and a second sample (40 participants with aMCI/healthy cognition, mean age = 72.7, 24 females) showed that the canonical vector biomarker generalized to visual working memory (β = 0.36, SE = 0.136, CI = [0.023, 0.574], p = 0.037), but not inhibition task RMSSD data (β = 0.08, SE = 1.486, CI = [- 0.354, 0.657], p = 0.685). This canonical vector may represent a biomarker of autonomic regulation that explains how some older adults maintain internal LOC-Cognition as dementia progresses. Future work should further test the causality of this relationship and the modifiability of this biomarker.
控制源(LOC)描述了个体认为是自己(内部 LOC)还是外部因素(外部 LOC)对他们的生活有更大的影响。LOC 因领域而异,个体对智力能力的 LOC(LOC-Cognition)可能是痴呆风险老年人韧性的标志物,内部 LOC-Cognition 与更好的结果和改善的治疗依从性有关。迷走神经控制是副交感自主神经系统(ANS)调节的关键组成部分,可能反映了内部 LOC-Cognition 的神经生理生物标志物。我们使用典型相关分析(CCA)从心电图(听觉工作记忆期间)和功能连接(FC)数据中确定自主神经调节的共同神经生理标志物。均方根差(RMSSD)时间序列和网络间 FC 的典型变量与 65 名参与者(平均年龄 74.7,32 名女性)的内部 LOC-Cognition 显著相关(β=0.266,SE=0.971,CI=[0.190,4.073],p=0.031),这些个体中有 55 名(平均年龄 73.6,22 名女性)的随访数据表明这种关系的可靠性(β=0.271,SE=0.971,CI=[0.033,2.630],p=0.047),第二组(40 名有或无轻度认知障碍的健康认知参与者,平均年龄 72.7,24 名女性)表明,典型向量生物标志物可推广到视觉工作记忆(β=0.36,SE=0.136,CI=[0.023,0.574],p=0.037),但不能推广到抑制任务 RMSSD 数据(β=0.08,SE=1.486,CI=[-0.354,0.657],p=0.685)。这个典型向量可能代表自主调节的生物标志物,它解释了为什么一些老年人在痴呆症进展时保持内部 LOC-Cognition。未来的工作应该进一步测试这种关系的因果关系和这种生物标志物的可修饰性。