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探讨长期青少年和年轻成年癌症幸存者(AYAs)中与健康相关的生活质量因素之间的相互关系:网络分析。

Exploring the interconnectedness between health-related quality of life factors among long-term adolescent and young adult cancer survivors (AYAs): a network analysis.

机构信息

Department of Medical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, 1066, CX, Amsterdam, The Netherlands.

Research and Development, Netherlands Comprehensive Cancer Organization, 3511, DT, Utrecht, The Netherlands.

出版信息

Support Care Cancer. 2024 Jan 13;32(2):104. doi: 10.1007/s00520-023-08295-0.

Abstract

PURPOSE

Adolescent and young adult cancer survivors (AYAs) are at increased risk of long-term and late effects, and experience unmet needs, impacting their health-related quality of life (HRQoL). In order to provide and optimize supportive care and targeted interventions for this unique population, it is important to study HRQoL factors' interconnectedness on a population level. Therefore, this network analysis was performed with the aim to explore the interconnectedness between HRQoL factors, in the analysis described as nodes, among long-term AYAs.

METHODS

This population-based cohort study used cross-sectional survey data of long-term AYAs, who were identified by the Netherlands Cancer Registry (NCR). Participants completed a one-time survey (SURVAYA study), including the EORTC survivorship questionnaire (QLQ-SURV111) to assess their long-term HRQoL outcomes and sociodemographic characteristics. The NCR provided the clinical data. Descriptive statistics and a network analysis, including network clustering, were performed.

RESULTS

In total, 3596 AYAs (on average 12.4 years post diagnosis) were included in our network analysis. The network was proven stable and reliable and, in total, four clusters were identified, including a worriment, daily functioning, psychological, and sexual cluster. Negative health outlook, part of the worriment cluster, was the node with the highest strength and its partial correlation with health distress was significantly different from all other partial correlations.

CONCLUSION

This study shows the results of a stable and reliable network analysis based on HRQoL data of long-term AYAs, and identified nodes, correlations, and clusters that could be intervened on to improve the HRQoL outcomes of AYAs.

摘要

目的

青少年和年轻成人癌症幸存者(AYAs)存在长期和晚期效应风险增加,以及未满足需求的问题,这影响了他们的健康相关生活质量(HRQoL)。为了为这一独特人群提供和优化支持性护理和针对性干预,重要的是要在人群层面上研究 HRQoL 因素的相互关系。因此,进行了这项网络分析,目的是探索长期 AYA 人群中 HRQoL 因素之间的相互关系。

方法

这项基于人群的队列研究使用了荷兰癌症登记处(NCR)确定的长期 AYA 的横断面调查数据。参与者完成了一次调查(SURVAYA 研究),包括 EORTC 生存质量问卷(QLQ-SURV111),以评估他们的长期 HRQoL 结果和社会人口学特征。NCR 提供了临床数据。进行了描述性统计和网络分析,包括网络聚类。

结果

共有 3596 名 AYA(平均诊断后 12.4 年)纳入我们的网络分析。该网络被证明是稳定且可靠的,共确定了四个聚类,包括担忧、日常功能、心理和性聚类。健康前景不佳,属于担忧聚类的一部分,是强度最高的节点,其与健康困扰的部分相关性与所有其他部分相关性显著不同。

结论

这项研究展示了基于长期 AYA HRQoL 数据的稳定且可靠的网络分析结果,并确定了可以干预以改善 AYA HRQoL 结果的节点、相关性和聚类。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77c4/10787889/f8a2179d3af1/520_2023_8295_Fig1_HTML.jpg

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