Tsitsi Panagiota, Benfatto Mattias Nilsson, Seimyr Gustaf Öqvist, Larsson Olof, Svenningsson Per, Markaki Ioanna
Department of Clinical Neuroscience, Neuro, Karolinska Institutet, Stockholm, Sweden.
Center of Neurology, Academic Specialist Center, Region Stockholm, Sweden.
J Parkinsons Dis. 2021;11(2):865-875. doi: 10.3233/JPD-202427.
Visual and oculomotor problems are very common in Parkinson's disease (PD) and by using eye-tracking such problems could be characterized in more detail. However, eye-tracking is not part of the routine clinical investigation of parkinsonism.
To evaluate gaze stability and pupil size in stable light conditions, as well as eye movements during sustained fixation in a population of PD patients and healthy controls (HC).
In total, 50 PD patients (66% males) with unilateral to mild-to-moderate disease (Hoehn & Yahr 1-3, Schwab and England 70-90%) and 43 HC (37% males) were included in the study. Eye movements were recorded with Tobii Pro Spectrum, a screen-based eye tracker with a sampling rate of 1200 Hz. Logistic regression analysis was applied to investigate the strength of association of eye-movement measures with diagnosis.
Median pupil size (OR 0.811; 95% CI 0.666-0.987; p = 0.037) and longest fixation period (OR 0.798; 95% CI 0.691-0.921; p = 0.002), were the eye-movement parameters that were independently associated with diagnosis, after adjustment for sex (OR 4.35; 95% CI 1.516-12.483; p = 0.006) and visuospatial/executive score in Montreal Cognitive Assessment (OR 0.422; 95% CI 0.233-0.764; p = 0.004). The area under the ROC curve was determined to 0.817; 95% (CI) 0.732-0.901.
Eye-tracking based measurements of gaze fixation and pupil reaction may be useful biomarkers of PD diagnosis. However, larger studies of eye-tracking parameters integrated into the screening of patients with suspected PD are necessary, to further investigate and confirm their diagnostic value.
视觉和眼球运动问题在帕金森病(PD)中非常常见,通过使用眼动追踪技术可以更详细地描述这些问题。然而,眼动追踪并非帕金森综合征常规临床检查的一部分。
评估稳定光照条件下帕金森病患者和健康对照(HC)群体的注视稳定性和瞳孔大小,以及持续注视期间的眼球运动。
本研究共纳入50例单侧至轻度至中度疾病(Hoehn & Yahr 1 - 3级,Schwab和England分级70 - 90%)的帕金森病患者(66%为男性)和43例健康对照(37%为男性)。使用Tobii Pro Spectrum基于屏幕的眼动追踪仪记录眼球运动,采样率为1200Hz。应用逻辑回归分析来研究眼球运动测量指标与诊断之间的关联强度。
在校正性别(比值比[OR] 4.35;95%置信区间[CI] 1.516 - 12.483;p = 0.006)和蒙特利尔认知评估中的视觉空间/执行功能评分(OR 0.422;95% CI 0.233 - 0.764;p = 0.004)后,中位瞳孔大小(OR 0.81;95% CI 0.666 - 0.987;p = 0.037)和最长注视期(OR 0.798;95% CI 0.691 - 0.921;p = 0.002)是与诊断独立相关的眼球运动参数。ROC曲线下面积为0.817;95%(CI)0.732 - 0.901。
基于眼动追踪的注视固定和瞳孔反应测量可能是帕金森病诊断的有用生物标志物。然而,有必要对纳入疑似帕金森病患者筛查的眼动追踪参数进行更大规模的研究,以进一步研究和确认它们的诊断价值。