Kwon Jae-Yung, Kopec Jacek, Sutherland Jason M, Lambert Leah K, Anis Aslam H, Sawatzky Richard
School of Nursing, University of Victoria, HSD Building A402A, PO Box 1700 STN CSC, Victoria, BC, V8W 2Y2, Canada.
Institute on Aging and Lifelong Health, Victoria, Canada.
Qual Life Res. 2023 Oct;32(10):2899-2909. doi: 10.1007/s11136-023-03430-0. Epub 2023 May 4.
Mental health and well-being trajectories are not expected to be homogeneous in diverse clinical populations. This exploratory study aims to identify subgroups of patients with cancer receiving radiation therapy who have different mental health and well-being trajectories, and examine which socio-demographic, physical symptoms, and clinical variables are associated with such trajectories.
Retrospective analysis of radiation therapy patients diagnosed with cancer in 2017 was conducted using data from the Ontario Cancer Registry (Canada) and linked with administrative health data. Mental health and well-being were measured using items from the Edmonton Symptom Assessment System-revised questionnaire. Patients completed up to 6 repeated measurements. We used latent class growth mixture models to identify heterogeneous mental health trajectories of anxiety, depression, and well-being. Bivariate multinomial logistic regressions were conducted to explore variables associated with the latent classes (subgroups).
The cohort (N = 3416) with a mean age of 64.5 years consisted of 51.7% females. Respiratory cancer was the most common diagnosis (30.4%) with moderate to severe comorbidity burden. Four latent classes with distinct anxiety, depression, and well-being trajectories were identified. Decreasing mental health and well-being trajectories are associated with being female; living in neighborhoods with lower income, greater population density, and higher proportion of foreign-born individuals; and having higher comorbidity burden.
The findings highlight the importance of considering social determinants of mental health and well-being, in addition to symptoms and clinical variables, when providing care for patients undergoing radiation therapy.
在不同的临床人群中,心理健康和幸福感轨迹预计并非是同质的。这项探索性研究旨在识别接受放射治疗的癌症患者中具有不同心理健康和幸福感轨迹的亚组,并研究哪些社会人口统计学、身体症状和临床变量与这些轨迹相关。
利用安大略癌症登记处(加拿大)的数据对2017年被诊断患有癌症的放射治疗患者进行回顾性分析,并与行政健康数据相链接。使用埃德蒙顿症状评估系统修订问卷中的项目来测量心理健康和幸福感。患者最多完成6次重复测量。我们使用潜在类别增长混合模型来识别焦虑、抑郁和幸福感的异质心理健康轨迹。进行双变量多项逻辑回归以探索与潜在类别(亚组)相关的变量。
该队列(N = 3416)平均年龄为64.5岁,其中51.7%为女性。呼吸道癌是最常见的诊断(30.4%),合并症负担为中度至重度。识别出了四个具有不同焦虑、抑郁和幸福感轨迹的潜在类别。心理健康和幸福感轨迹下降与女性、生活在低收入、人口密度较大和外国出生个体比例较高的社区以及合并症负担较高有关。
研究结果强调了在为接受放射治疗的患者提供护理时,除了症状和临床变量外,考虑心理健康和幸福感的社会决定因素的重要性。