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有或无淋巴水肿的乳腺癌幸存者的手臂症状模式:一项同期网络分析

Arm symptom pattern among breast cancer survivors with and without lymphedema: a contemporaneous network analysis.

作者信息

Shen Aomei, Zhang Zhongning, Ye Jingming, Wang Yue, Zhao Hongmeng, Li Xin, Wu Peipei, Qiang Wanmin, Lu Qian

机构信息

Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Ministry of Education, Tianjin, 300060, People's Republic of China.

Peking University School of Nursing, Beijing, 100191, People's Republic of China.

出版信息

Oncologist. 2024 Dec 6;29(12):e1656-e1668. doi: 10.1093/oncolo/oyae217.

Abstract

BACKGROUND

Arm symptoms commonly endure in post-breast cancer period and persist into long-term survivorship. However, a knowledge gap existed regarding the interactions among these symptoms. This study aimed to construct symptom networks and visualize the interrelationships among arm symptoms in breast cancer survivors (BCS) both with and without lymphedema (LE).

PATIENTS AND METHODS

We conducted a secondary analysis of 3 cross-sectional studies. All participants underwent arm circumference measurements and symptom assessment. We analyzed 17 symptoms with a prevalence >15%, identifying clusters and covariates through exploratory factor and linear regression analysis. Contemporaneous networks were constructed with centrality indices calculated. Network comparison tests were performed.

RESULTS

1116 cases without missing data were analyzed, revealing a 29.84% prevalence of LE. Axillary lymph node dissection [ALND] (vs sentinel lymph node biopsy [SLNB]), longer post-surgery duration, and radiotherapy significantly impacted overall symptom severity (P < .001). "Lymphatic Stasis," "Nerve Injury," and "Movement Limitation" symptom clusters were identified. Core symptoms varied: tightness for total sample network, firmness for non-LE network, and tightness for LE network. LE survivors reported more prevalent and severe arm symptoms with stronger network connections than non-LE group (P = .010). No significant differences were observed among different subgroups of covariates (P > .05). Network structures were significantly different between ALND and SLNB groups.

CONCLUSION

Our study revealed arm symptoms pattern and interrelationships in BCS. Targeting core symptoms in assessment and intervention might be efficient for arm symptoms management. Future research is warranted to construct dynamic symptom networks in longitudinal data and investigate causal relationships among symptoms.

摘要

背景

手臂症状在乳腺癌术后阶段通常会持续存在,并延续至长期生存阶段。然而,关于这些症状之间的相互作用存在知识空白。本研究旨在构建症状网络,并可视化有或无淋巴水肿(LE)的乳腺癌幸存者(BCS)手臂症状之间的相互关系。

患者与方法

我们对3项横断面研究进行了二次分析。所有参与者均接受了手臂周长测量和症状评估。我们分析了患病率>15%的17种症状,通过探索性因素分析和线性回归分析确定聚类和协变量。构建同期网络并计算中心性指标。进行网络比较测试。

结果

分析了1116例无缺失数据的病例,LE患病率为29.84%。腋窝淋巴结清扫术[ALND](与前哨淋巴结活检[SLNB]相比)、术后持续时间较长以及放疗对总体症状严重程度有显著影响(P<0.001)。确定了“淋巴淤滞”“神经损伤”和“活动受限”症状聚类。核心症状各不相同:总样本网络为紧绷感,非LE网络为坚实感,LE网络为紧绷感。与非LE组相比,LE幸存者报告的手臂症状更普遍、更严重,网络连接更强(P=0.010)。协变量的不同亚组之间未观察到显著差异(P>0.05)。ALND组和SLNB组之间的网络结构存在显著差异。

结论

我们的研究揭示了BCS的手臂症状模式和相互关系。在评估和干预中针对核心症状可能有助于有效管理手臂症状。有必要开展进一步研究,以构建纵向数据中的动态症状网络,并研究症状之间的因果关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f4e/11630752/cf16990dbed2/oyae217_fig1.jpg

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