Upper Limb Symptoms in Breast Cancer Survivors with Lymphedema: A Latent Class Analysis and Network Analysis

Author:

Shen Aomei1,Lukkahatai Nada2,Zhang Zijuan3,Zhao Hongmeng1,Salim Nezar Ahmed2,Han Gyumin4,Qiang Wanmin1,Lu Qian3

Affiliation:

1. Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin Medical University Ministry of Education

2. Johns Hopkins School of Nursing

3. Peking University School of Nursing

4. Pusan National University

Abstract

Abstract

Purpose: Breast cancer survivors (BCS) with lymphedema experience multiple symptoms in upper limbs that significantly impact their quality of life. The complexity of symptomology and the connection among these symptoms are unclear. This study aimed to identify upper limb symptom subgroups and symptom networks among BCS. Methods: This secondary analysis included individuals with lymphedema (defined as an inter-limb circumference difference of ≥ 2 cm) from three cross-sectional studies among post-surgery BCS. Upper limb symptoms were assessed by the Breast Cancer and Lymphedema Symptom Experience Index. Descriptive analysis, latent class analysis, logistic regression analysis, and network analysis were performed. Results: A total of 341 BCS with upper limb lymphedema were included. Swelling, heaviness and tightness were the most prevalent symptoms. Four distinct latent classes were identified: “Severe symptom” group (Class 1: 9.4%), “Movement-limitation and lymph-stasis” group (Class 2: 24.6%), “Lymph-stasis” group (Class 3: 37.5%), and “Low Symptom” group (Class 4: 28.4%). BCS with axillary lymph node dissection, radiotherapy, longer post-surgery duration, and without medical insurance were less likely to belong to the low symptom group (P< 0.001). Symptom network density decreased from Class 1 to 4. Core symptoms for each symptom network were tenderness, firmness, arm-swelling, and heaviness, respectively. Conclusion: This study identified four distinct categories of upper limb symptoms and influencing factors among individuals with breast cancer-related lymphedema (BCRL). Implications for cancer survivors Our findings suggest the need to consider individualized approaches to symptom management and support for BCRL, taking into account their specific symptom clusters and associated risk factors.

Publisher

Research Square Platform LLC

Reference31 articles.

1. Advances in the prevention and treatment of breast cancer-related lymphedema;Donahue PMC;Breast Cancer Res Treat,2023

2. Risk factors of unilateral breast cancer-related lymphedema: an updated systematic review and meta-analysis of 84 cohort studies;Shen A;Support Care Cancer,2022

3. Physical symptoms and working performance in female breast cancer survivors: a systematic review;Zomkowski K;Disabil Rehabil,2018

4. Risk factors of breast cancer-related lymphoedema: protocol of an umbrella review;Shen A;BMJ Open,2023

5. Evaluation of Sleep Quality, Depression, and Quality of Life in Patients with Breast Cancer Related Lymphedema;Mete Civelek G;Lymphat Res Biol,2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3