Health Research Methods Unit, University of Hertfordshire, Hatfield, United Kingdom.
UK Renal Registry, Bristol, United Kingdom.
PLoS One. 2022 Mar 2;17(3):e0264312. doi: 10.1371/journal.pone.0264312. eCollection 2022.
People living with a long-term condition, such as chronic kidney disease (CKD), often suffer from multiple symptoms simultaneously, making symptom management challenging. This study aimed to identify symptom clusters in adults with CKD across treatment groups and investigate their association with people's ability to perform their usual activities.
We conducted a secondary analysis of both cross-sectional and longitudinal data collected as part of a national service improvement programme in 14 kidney centres in England, UK. This data included symptom severity (17 items, POS-S Renal) and the extent to which people had problems performing their usual activities (single item, EQ-5D-5L). We categorised data by treatment group: haemodialysis (n = 1,462), transplantation (n = 866), peritoneal dialysis (n = 127), or CKD without kidney replacement therapy (CKD non-KRT; n = 684). We used principal component analysis to identify symptom clusters per treatment group, and proportional odds models to assess the association between clusters and usual activities.
Overall, clusters related to: lack of energy and mobility; gastrointestinal; skin; and mental health. Across groups, the 'lack of energy and mobility' clusters were associated with having problems with usual activities, with odds ratios (OR) ranging between 1.24 (95% confidence interval [CI], 1.21-1.57) for haemodialysis and 1.56 for peritoneal dialysis (95% CI, 1.28-1.90). This association was confirmed longitudinally in haemodialysis (n = 399) and transplant (n = 249) subgroups.
Our findings suggest that healthcare professionals should consider routinely assessing symptoms in the 'lack of energy & mobility' cluster in all people with CKD, regardless of whether they volunteer this information; not addressing these symptoms is likely to be related to them having problems with performing usual activities. Future studies should explore why symptoms within clusters commonly co-occur and how they interrelate. This will inform the development of cluster-level symptom management interventions with enhanced potential to improve outcomes for people with CKD.
患有慢性肾脏病(CKD)等长期疾病的人经常同时出现多种症状,这使得症状管理具有挑战性。本研究旨在确定英国 14 家肾脏中心的全国服务改善计划中收集的横断面和纵向数据中,CKD 成人患者的症状群,并研究其与人们进行日常活动能力的关系。
我们对英国 14 家肾脏中心的全国服务改善计划中收集的横断面和纵向数据进行了二次分析。该数据包括症状严重程度(17 项,POS-S Renal)和人们进行日常活动的困难程度(1 项,EQ-5D-5L)。我们根据治疗组对数据进行分类:血液透析(n=1462)、移植(n=866)、腹膜透析(n=127)或无肾脏替代治疗的 CKD(CKD 非 KRT;n=684)。我们使用主成分分析按治疗组确定症状群,并使用比例优势模型评估群与日常活动的关系。
总体而言,与症状群相关的是:缺乏活力和行动能力、胃肠道、皮肤和心理健康。在所有组中,“缺乏活力和行动能力”群与日常活动存在问题相关,比值比(OR)范围从血液透析的 1.24(95%置信区间[CI],1.21-1.57)到腹膜透析的 1.56(95% CI,1.28-1.90)。这一关联在血液透析(n=399)和移植(n=249)亚组中得到了纵向确认。
我们的研究结果表明,无论患者是否主动提供这些信息,医护人员都应该考虑对所有 CKD 患者常规评估“缺乏活力和行动能力”群中的症状;不解决这些症状可能与他们进行日常活动存在问题有关。未来的研究应探讨为什么群内的症状通常同时出现,以及它们如何相互关联。这将为开发针对 CKD 患者的集群级症状管理干预措施提供信息,增强改善 CKD 患者结局的潜力。