Jones Corinne A, Ciucci Michelle R
Department of Surgery, Division of Otolaryngology, University of Wisconsin-Madison, Madison, WI, USA.
Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, USA.
J Parkinsons Dis. 2016;6(1):197-208. doi: 10.3233/JPD-150687.
Parkinson disease (PD) has detrimental effects on swallowing function. Treatment options are largely behavioral; thus, patients would benefit from an earlier start to therapy. Early swallowing changes in PD are not well-known, so patients do not typically receive swallowing treatment until later in the progression of PD.
We used predictive modeling to determine what quantitative swallowing variables best differentiate individuals with early to mid-stage PD from healthy controls.
Participants included twenty-six individuals with early to mid-stage PD and 26 healthy, age- and sex-matched controls. Swallowing was evaluated by simultaneous high-resolution manometry and videofluoroscopy as well as the Sydney Swallow Questionnaire (SSQ). Binomial logistic regression was performed on 4 sets of data: 1) high-resolution manometry only; 2) videofluoroscopy only; 3) SSQ only; and 4) all data combined.
A model from a combined data set had the highest accuracy in differentiating individuals with PD from controls. The model included maximum pressure in the velopharynx (soft palate), pressure variability in the velopharynx, and the SSQ item concerning difficulty with swallowing saliva. No significant models could be generated using the videofluoroscopy data.
Individuals with PD show quantitative changes in pressure generation and are able to self-assess aspects of swallowing function in the early and mid-stages of PD, even in the absence of swallowing changes seen on videofluoroscopy. A multimodal approach for the assessment of swallowing may be more accurate for determining subtle swallowing changes that occur in the early stages of PD.
帕金森病(PD)对吞咽功能有不利影响。治疗选择主要是行为疗法;因此,患者若能更早开始治疗将受益。PD早期吞咽变化尚不为人熟知,所以患者通常在PD进展后期才接受吞咽治疗。
我们使用预测模型来确定哪些定量吞咽变量能最佳地区分早期至中期PD患者与健康对照者。
参与者包括26名早期至中期PD患者以及26名年龄和性别匹配的健康对照者。通过同步高分辨率测压法和视频荧光吞咽造影术以及悉尼吞咽问卷(SSQ)对吞咽进行评估。对4组数据进行二项逻辑回归分析:1)仅高分辨率测压法数据;2)仅视频荧光吞咽造影术数据;3)仅SSQ数据;4)所有数据合并。
合并数据集构建的模型在区分PD患者与对照者方面具有最高的准确率。该模型包括腭咽(软腭)的最大压力、腭咽压力变异性以及SSQ中关于吞咽唾液困难的项目。使用视频荧光吞咽造影术数据无法生成显著的模型。
PD患者在压力产生方面呈现定量变化,并且即使在视频荧光吞咽造影术未显示吞咽变化的情况下,也能够在PD早期和中期自我评估吞咽功能的各个方面。多模式吞咽评估方法对于确定PD早期发生的细微吞咽变化可能更准确。