Department of General Practice / Family Medicine, Philipps University of Marburg, Karl-von-Frisch-Str, 4, 35043 Marburg, Germany.
BMC Musculoskelet Disord. 2013 Oct 16;14:294. doi: 10.1186/1471-2474-14-294.
Due to the heterogeneous nature of chronic low back pain (CLBP), it is necessary to identify patient groups and evaluate treatments within these groups. We aimed to identify groups of patients with CLBP in the primary care setting.
We performed a k-means cluster analysis on a large data set (n = 634) of primary care patients with CLBP. Variables of sociodemographic data, pain characteristics, psychological status (i.e., depression, anxiety, somatization), and the patient resources of resilience and coping strategies were included.
We found three clusters that can be characterized as "pensioners with age-associated pain caused by degenerative diseases", "middle-aged patients with high mental distress and poor coping resources", and "middle-aged patients who are less pain-affected and better positioned with regard to their mental health".
Our results supported current knowledge concerning groups of CLBP patients in primary care. In particular, we identified a group that was most disabled and distressed, and which was mainly characterized by psychological variables. As shown in our study, pain-related coping strategies and resilience were low in these patients and might be addressed in differentiating treatment strategies. Future studies should focus on the identification of this group in order to achieve effective treatment allocation.
German Clinical Trial Register DRKS00003123.
由于慢性下背痛(CLBP)的异质性,有必要在这些群体中识别患者群体并评估治疗方法。我们旨在确定初级保健环境中 CLBP 患者的群体。
我们对患有 CLBP 的大量初级保健患者(n = 634)数据集进行了 k-均值聚类分析。包括社会人口统计学数据、疼痛特征、心理状态(即抑郁、焦虑、躯体化)以及患者的韧性和应对策略资源。
我们发现了三个可以描述为“与年龄相关的退行性疾病引起的养老金领取者疼痛”、“中年患者精神困扰大且应对资源差”和“疼痛影响较小且心理健康状况较好的中年患者”的聚类。
我们的研究结果支持了当前对初级保健中 CLBP 患者群体的认识。特别是,我们确定了一个残疾和痛苦程度最高的群体,主要特征是心理变量。正如我们的研究所示,这些患者的与疼痛相关的应对策略和韧性较低,这可能是区分治疗策略的关键。未来的研究应重点关注该群体的识别,以实现有效的治疗分配。
德国临床试验注册处 DRKS00003123。