Preoperative cognitive profile predictive of cognitive decline after subthalamic deep brain stimulation in Parkinson's disease

IF 2.7 4区 医学 Q3 NEUROSCIENCES European Journal of Neuroscience Pub Date : 2024-08-30 DOI:10.1111/ejn.16521
Josef Mana, Ondrej Bezdicek, Filip Růžička, Andrej Lasica, Anna Šmídová, Olga Klempířová, Tomáš Nikolai, Tereza Uhrová, Evžen Růžička, Dušan Urgošík, Robert Jech
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Abstract

Cognitive decline represents a severe non-motor symptom of Parkinson's disease (PD) that can significantly reduce the benefits of subthalamic deep brain stimulation (STN DBS). Here, we aimed to describe post-surgery cognitive decline and identify pre-surgery cognitive profile associated with faster decline in STN DBS-treated PD patients. A retrospective observational study of 126 PD patients treated by STN DBS combined with oral dopaminergic therapy followed for 3.54 years on average (SD = 2.32) with repeated assessments of cognition was conducted. Pre-surgery cognitive profile was obtained via a comprehensive neuropsychological examination and data analysed using exploratory factor analysis and Bayesian generalized linear mixed models. On the whole, we observed a mild annual cognitive decline of 0.90 points from a total of 144 points in the Mattis Dementia Rating Scale (95% posterior probability interval [−1.19, −0.62]) with high inter-individual variability. However, true score changes did not reach previously reported reliable change cut-offs. Executive deficit was the only pre-surgery cognitive variable to reliably predict the rate of post-surgery cognitive decline. On the other hand, exploratory analysis of electrode localization did not yield any statistically clear results. Overall, our data and models imply mild gradual average annual post-surgery cognitive decline with high inter-individual variability in STN DBS-treated PD patients. Nonetheless, patients with worse long-term cognitive prognosis can be reliably identified via pre-surgery examination of executive functions. To further increase the utility of our results, we demonstrate how our models can help with disentangling true score changes from measurement error in future studies of post-surgery cognitive changes.

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帕金森病眼下深部脑刺激术后认知能力下降的术前认知概况预测。
认知功能下降是帕金森病(PD)的一种严重的非运动症状,会大大降低丘脑下深部脑刺激术(STN DBS)的疗效。在此,我们旨在描述手术后帕金森病患者的认知能力下降情况,并确定与 STN DBS 治疗帕金森病患者认知能力下降较快有关联的手术前认知概况。我们对接受 STN DBS 联合口服多巴胺能治疗的 126 名帕金森病患者进行了一项回顾性观察研究,平均随访 3.54 年(SD = 2.32),并对认知能力进行了反复评估。通过全面的神经心理学检查获得了手术前的认知概况,并使用探索性因子分析和贝叶斯广义线性混合模型对数据进行了分析。总体而言,我们观察到马蒂斯痴呆评定量表(Mattis Dementia Rating Scale)每年的认知能力轻度下降0.90分(总分144分,95%后验概率区间[-1.19, -0.62]),个体间差异较大。然而,真实分数变化并未达到之前报道的可靠变化临界值。执行缺陷是唯一能可靠预测手术后认知能力下降率的术前认知变量。另一方面,对电极定位的探索性分析也没有得出任何统计学上明确的结果。总体而言,我们的数据和模型表明,STN DBS 治疗的帕金森病患者术后认知能力平均每年会出现轻度的逐渐下降,但个体间的差异很大。不过,通过手术前的执行功能检查,可以可靠地识别出长期认知预后较差的患者。为了进一步提高我们研究结果的实用性,我们展示了我们的模型如何有助于在未来的手术后认知变化研究中将真实的分数变化与测量误差区分开来。
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来源期刊
European Journal of Neuroscience
European Journal of Neuroscience 医学-神经科学
CiteScore
7.10
自引率
5.90%
发文量
305
审稿时长
3.5 months
期刊介绍: EJN is the journal of FENS and supports the international neuroscientific community by publishing original high quality research articles and reviews in all fields of neuroscience. In addition, to engage with issues that are of interest to the science community, we also publish Editorials, Meetings Reports and Neuro-Opinions on topics that are of current interest in the fields of neuroscience research and training in science. We have recently established a series of ‘Profiles of Women in Neuroscience’. Our goal is to provide a vehicle for publications that further the understanding of the structure and function of the nervous system in both health and disease and to provide a vehicle to engage the neuroscience community. As the official journal of FENS, profits from the journal are re-invested in the neuroscientific community through the activities of FENS.
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