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采用主成分分析和聚类分析对青春期前单侧腭裂患者的骨骼表型进行分类。

Classification of Skeletal Phenotypes of Preadolescent Patients With Isolated Cleft Palate Using Principal Component Analysis and Cluster Analysis.

机构信息

Department of Orthodontics, School of Dentistry, Dental Research Institute, Seoul National University, Seoul, Republic of Korea.

Department of Plastic and Reconstructive Surgery, Seoul National University Children's Hospital, Seoul, Republic of Korea.

出版信息

J Craniofac Surg. 2023 Oct 1;34(7):2051-2055. doi: 10.1097/SCS.0000000000009692. Epub 2023 Aug 29.

Abstract

This study aimed to classify the skeletal phenotypes of preadolescent patients with isolated cleft palate using principal component analysis and cluster analysis. Sixty-four preadolescent female patients with isolated cleft palate (incomplete hard palate and complete soft palate cleft group, n=51; complete cleft of the hard and soft palate group, n=13; the mean age when lateral cephalograms were taken, 7.08±0.76 y) were included. Ten angular and 2 ratio cephalometric variables were measured on a lateral cephalogram. Cluster analysis was performed using 3 representative variables obtained from principal component analysis (SN-GoMe, SNA, and SNB). The differences in the variables among the clusters were characterized using the Kruskal-Wallis test. As a result of the analysis, 6 clusters were obtained from 3 groups: the retrusive maxilla and mandible group: cluster 3 (14.1%, moderately hyperdivergent pattern), cluster 5 (17.2%, severely hyperdivergent pattern); the normal maxilla and mandible group: cluster 1 (23.4%, normodivergent pattern), cluster 4 (12.5%, moderately hyperdivergent pattern), cluster 6 (20.3%, severely hyperdivergent pattern); the normal maxilla and protrusive mandible group: cluster 2 (12.5%, normodivergent pattern). The distribution of isolated cleft palate types did not differ among the 6 clusters ( P >0.05). Two thirds of the patients (68.7%, clusters 1, 2, 4, and 6) had a normal anteroposterior position of the maxilla, while one third of the patients (31.3%, clusters 3 and 5) showed a retrusive mandible. These results indicate that isolated cleft palate patients have diverse maxillo-mandibular growth patterns compared with patients with cleft lip and palate.

摘要

本研究旨在使用主成分分析和聚类分析对青少年期单纯腭裂患者的骨骼表型进行分类。共纳入 64 例青少年期单纯腭裂女性患者(不完全硬腭裂和完全软腭裂组,n=51;完全硬软腭裂组,n=13;侧位头颅侧位片拍摄时的平均年龄,7.08±0.76 岁)。在侧位头颅侧位片上测量了 10 个角度和 2 个比值的头影测量值。使用主成分分析(SN-GoMe、SNA 和 SNB)获得的 3 个代表性变量进行聚类分析。使用 Kruskal-Wallis 检验描述聚类间变量的差异。分析结果从 3 组中获得了 6 个聚类:上颌后缩伴下颌后缩组:聚类 3(14.1%,中度高角型),聚类 5(17.2%,重度高角型);上颌正常伴下颌正常组:聚类 1(23.4%,正常型),聚类 4(12.5%,中度高角型),聚类 6(20.3%,重度高角型);上颌正常伴下颌前突组:聚类 2(12.5%,正常型)。6 个聚类之间的单纯腭裂类型分布无差异(P>0.05)。三分之二的患者(68.7%,聚类 1、2、4 和 6)上颌前后位置正常,而三分之一的患者(31.3%,聚类 3 和 5)下颌后缩。这些结果表明,与唇腭裂患者相比,单纯腭裂患者的上颌-下颌生长模式存在多样性。

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