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基于视频追踪的鼻咽癌患者下颌运动 kinematic 分析

Video tracking-based mandibular movement kinematic analysis in patients with nasopharyngeal carcinoma.

作者信息

Yang Chen, Wei Zhenhai, Zhao Fei, Zhou Yangshiyu, Wu Linfei, Wei Xiaomei

机构信息

Department of Rehabilitation Medicine, The Third Affiliated Hospital, Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, Guangdong, China.

Department of Rehabilitation Medicine, The Third Affiliated Hospital, Southern Medical University, 183 Zhongshan Avenue West, Tianhe District, Guangzhou, 510630, Guangdong, China.

出版信息

Eur J Med Res. 2025 Jun 5;30(1):456. doi: 10.1186/s40001-025-02715-z.

Abstract

OBJECTIVE

Patients with dysphagia due to nasopharyngeal carcinoma (NPC) after radiotherapy often have chewing difficulty. Kinematic analysis of mandibular movements may provide clinically useful information for the chewing function. However, current kinematic device costs limited clinical application, and specialized software is required for control and data processing. This study aimed to mandibular kinematics parameter recognition using a self-developed Nswallow 2D motion capture software. To investigate whether differences in kinematic data of mandibular movements during mastication can be used as an indicator of masticatory dysfunction in NPC patients, and to examine relationship with mastication efficiency.

METHOD

Thirty-three patients with early-stage NPC after radiotherapy and thirty-seven healthy controls were recruited. The self-developed Nswallow 2D motion capture software was used to automatically mark and capture the facial parts of the participants. We tracked jaw kinematic during chewing and analyzed the characteristics of kinematic data of mandibular movements during chewing tasks. Meanwhile, the masticatory efficiency using two-color chewing gum was analyzed by the ViewGum software.

RESULT

Significant differences were observed in the mastication time [ Total Masticatory Time (NPC 13.500 (11.600, 16.400); HC 10.533 (9.716, 12.250) & Chewing Sequence Duration (NPC 0.614 (0.582, 0.701); HC 0.544 (0.480, 0.586)], speed of mandibular motion [Maximum Chewing Speed (NPC 23.740 (17.775, 25.906); HC 28.467 (24.009, 38.600) & Average Chewing Speed (NPC 11.844 (10.395,13.285); HC 18.169 (16.586, 19.632)], and Mandibular Motion Amplitude [NPC 7.159 (5.887, 7.869); HC 9.184 (7.541;11.141)] between two groups (P < 0.000). Logistic regression analysis and receiver operating characteristic curve analyses were performed based on the above data as explanatory variables. Among them, the Average Chewing Speed exhibited the highest area under the ROC curve, the odds ratio was 3.629, and the cutoff value was 14.28, with a sensitivity of 90.91%, a specificity of 80.00%, and an area under the curve of 0.9255. The masticatory efficiency in the NPC group significantly decreased compared to the healthy control group (P < 0.000). Linear regression analysis showed that Average Chewing Speed negatively affects masticatory efficiency.

CONCLUSION

The Nswallow 2D motion capture software represents an easy-to-use and affordable system that can be utilized to assess masticatory function in patients with NPC. The Average Chewing Speed of chewing is a highly sensitive kinematic indicator for evaluating mastication efficiency. Furthermore, the Average Chewing Speed could serve as a screening test for patients with mastication disorder of nasopharyngeal cancer and provide dietary guidance for such individuals.

摘要

目的

鼻咽癌(NPC)放疗后吞咽困难的患者常伴有咀嚼困难。下颌运动的运动学分析可为咀嚼功能提供临床有用信息。然而,目前的运动学设备成本限制了其临床应用,且需要专门软件进行控制和数据处理。本研究旨在使用自行开发的Nswallow 2D运动捕捉软件识别下颌运动学参数。探讨咀嚼过程中下颌运动的运动学数据差异是否可作为NPC患者咀嚼功能障碍的指标,并检验其与咀嚼效率的关系。

方法

招募33例放疗后的早期NPC患者和37名健康对照者。使用自行开发的Nswallow 2D运动捕捉软件自动标记并捕捉参与者的面部部位。我们追踪咀嚼过程中的颌骨运动学,并分析咀嚼任务期间下颌运动的运动学数据特征。同时,使用ViewGum软件通过双色口香糖分析咀嚼效率。

结果

两组之间在咀嚼时间[总咀嚼时间(NPC组13.500(11.600,16.400);健康对照组10.533(9.716,12.250)]、咀嚼序列持续时间(NPC组0.614(0.582,0.701);健康对照组0.544(0.480,0.586)]、下颌运动速度[最大咀嚼速度(NPC组23.740(17.775,25.906);健康对照组28.467(24.009,38.600)]和平均咀嚼速度(NPC组11.844(10.395,13.285);健康对照组18.169(16.586,19.632)]以及下颌运动幅度[NPC组7.159(5.887,7.869);健康对照组9.184(7.541,11.141)]方面观察到显著差异(P < 0.000)。基于上述数据作为解释变量进行逻辑回归分析和受试者工作特征曲线分析。其中,平均咀嚼速度在ROC曲线下面积最高,优势比为3.629,截断值为14.28,灵敏度为90.91%,特异性为80.00%,曲线下面积为0.9255。与健康对照组相比,NPC组的咀嚼效率显著降低(P < 0.000)。线性回归分析表明平均咀嚼速度对咀嚼效率有负面影响。

结论

Nswallow 2D运动捕捉软件是一个易于使用且经济实惠的系统,可用于评估NPC患者的咀嚼功能。咀嚼的平均咀嚼速度是评估咀嚼效率的高度敏感的运动学指标。此外,平均咀嚼速度可作为鼻咽癌咀嚼障碍患者的筛查测试,并为这些个体提供饮食指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c06/12139148/6d20852a0f35/40001_2025_2715_Fig1_HTML.jpg

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