Keller Sebastian M, Gschwandtner Ute, Meyer Antonia, Chaturvedi Menorca, Roth Volker, Fuhr Peter
Department of Mathematics and Computer Science, University of Basel, Basel 4031, Switzerland.
Department of Neurology, University Hospital Basel, Basel 4031, Switzerland.
Brain Commun. 2020 Nov 27;2(2):fcaa207. doi: 10.1093/braincomms/fcaa207. eCollection 2020.
Parkinson's disease is a neurodegenerative disorder requiring motor signs for diagnosis, but showing more widespread pathological alterations from its beginning. Compared to age-matched healthy individuals, patients with Parkinson's disease bear a 6-fold lifetime risk of dementia. For individualized counselling and treatment, prognostic biomarkers for assessing future cognitive deterioration in early stages of Parkinson's disease are needed. In a case-control study, 42 cognitively normal patients with Parkinson's disease were compared with 24 healthy control participants matched for age, sex and education. Tsallis entropy and band power of the δ, θ, α, β and γ-band were evaluated in baseline EEG at eyes-open and eyes-closed condition. As the θ-band showed the most pronounced differences between Parkinson's disease and healthy control groups, further analysis focussed on this band. Tsallis entropy was then compared across groups with 16 psychological test scores at baseline and follow-ups at 6 months and 3 years. In group comparison, patients with Parkinson's disease showed lower Tsallis entropy than healthy control participants. Cognitive deterioration at 3 years was correlated with Tsallis entropy in the eyes-open condition ( < 0.00079), whereas correlation at 6 months was not yet significant. Tsallis entropy measured in the eyes-closed condition did not correlate with cognitive outcome. In conclusion, the lower the EEG entropy levels at baseline in the eyes-open condition, the higher the probability of cognitive decline over 3 years. This makes Tsallis entropy a candidate prognostic biomarker for dementia in Parkinson's disease. The ability of the cortex to execute complex functions underlies cognitive health, whereas cognitive decline might clinically appear when compensatory capacity is exhausted.
帕金森病是一种神经退行性疾病,诊断需要运动体征,但从一开始就表现出更广泛的病理改变。与年龄匹配的健康个体相比,帕金森病患者患痴呆症的终生风险高出6倍。为了进行个性化咨询和治疗,需要用于评估帕金森病早期未来认知衰退的预后生物标志物。在一项病例对照研究中,将42名认知正常的帕金森病患者与24名年龄、性别和教育程度相匹配的健康对照参与者进行了比较。在睁眼和闭眼状态下的基线脑电图中评估了Tsallis熵以及δ、θ、α、β和γ波段的频段功率。由于θ波段在帕金森病组和健康对照组之间表现出最明显的差异,因此进一步分析集中在该波段。然后将Tsallis熵在基线以及6个月和3年随访时与16项心理测试分数进行跨组比较。在组间比较中,帕金森病患者的Tsallis熵低于健康对照参与者。3年时的认知衰退与睁眼状态下的Tsallis熵相关(<0.00079),而6个月时的相关性尚不显著。闭眼状态下测量的Tsallis熵与认知结果无关。总之,睁眼状态下基线脑电图熵水平越低,3年内认知衰退的可能性越高。这使得Tsallis熵成为帕金森病痴呆症的候选预后生物标志物。皮层执行复杂功能的能力是认知健康的基础,而当代偿能力耗尽时,认知衰退可能会在临床上出现。