Department of Internal Medicine, Research Institute of Clinical Medicine, Jeonbuk National University Medical School-Biomedical Research Institute, Jeonbuk National University Hospital, Jeonju, South Korea.
Department of Internal Medicine, College of Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, South Korea.
J Diabetes Investig. 2022 Nov;13(11):1852-1860. doi: 10.1111/jdi.13880. Epub 2022 Jul 25.
AIMS/INTRODUCTION: We investigated the classification of diabetic peripheral neuropathy (DPN) patients by subjective symptoms, and identification of the relationship between the patterns and intensities of symptoms and the clustered groups of DPN patients.
This multicenter study analyzed epidemiological data and sensory symptoms of 649 patients with DPN. Cluster analysis was carried out to identify subgroups of patients with characteristic symptom profiles. Factor analysis was carried out to investigate the symptom patterns of the clustered groups of DPN patients.
Three clusters of patients with DPN were identified: severe symptoms with decreased quality of life (cluster 1, n = 119, 18.3%), predominantly insensate symptoms with relatively good quality of life (cluster 2, n = 318, 49.0%), and moderate pain intensity and decreased quality of life (cluster 3, n = 204, 31.4%). The frequency of symptoms on each item of the Michigan Neuropathy Screening Instrument questionnaire showed a similar distribution according to pain intensities along with the three clusters.
Our study supports the hypothesis that diversity in sensory symptoms exists in patients with DPN. Heterogeneity in DPN patients should be taken into account for a more stratified or individualized treatment approach. Based on a multicenter study, we identified three clusters of patients with DPN. Our research supports the hypothesis that diversity in sensory symptoms exists in patients with DPN. Heterogeneity in DPN patients should be taken into account for a more stratified or individualized treatment approach.
目的/引言:我们通过主观症状对糖尿病周围神经病变(DPN)患者进行分类,并确定症状模式和强度与 DPN 患者聚类之间的关系。
这项多中心研究分析了 649 例 DPN 患者的流行病学数据和感觉症状。通过聚类分析确定具有特征性症状谱的患者亚组。通过因子分析调查 DPN 聚类组的症状模式。
确定了 3 组 DPN 患者:生活质量下降的严重症状(第 1 组,n=119,18.3%)、生活质量相对较好的无感觉症状为主(第 2 组,n=318,49.0%)和中度疼痛强度和生活质量下降(第 3 组,n=204,31.4%)。密歇根神经病筛查工具问卷各项目的症状频率根据三个聚类的疼痛强度分布相似。
我们的研究支持 DPN 患者存在感觉症状多样性的假设。应考虑 DPN 患者的异质性,以采用更分层或个体化的治疗方法。基于一项多中心研究,我们确定了 3 组 DPN 患者。我们的研究支持 DPN 患者存在感觉症状多样性的假设。应考虑 DPN 患者的异质性,以采用更分层或个体化的治疗方法。