Arm symptom pattern among breast cancer survivors with and without lymphedema: a contemporaneous network analysis
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作者:
Shen, Aomei
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机构:
Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Peking Univ, Sch Nursing, Beijing 100191, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Shen, Aomei
[1
,2
]
Zhang, Zhongning
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机构:
Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Tianjin Med Univ, Sch Nursing, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Zhang, Zhongning
[1
,3
]
Ye, Jingming
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机构:
Peking Univ First Hosp, Dept Thyroid & Breast Surg, Beijing 100034, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Ye, Jingming
[4
]
Wang, Yue
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Peking Univ First Hosp, Dept Thyroid & Breast Surg, Beijing 100034, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Wang, Yue
[4
]
Zhao, Hongmeng
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机构:Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Zhao, Hongmeng
Li, Xin
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Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Li, Xin
[1
]
Wu, Peipei
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机构:
Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Wu, Peipei
[1
]
Qiang, Wanmin
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机构:
Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Qiang, Wanmin
[1
]
Lu, Qian
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机构:
Peking Univ, Sch Nursing, Beijing 100191, Peoples R ChinaTianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
Lu, Qian
[2
]
机构:
[1] Tianjin Med Univ, Tianjins Clin Res Ctr Canc, Key Lab Breast Canc Prevent & Therapy, Minist Educ,Tianjin Med Univ Canc Inst & Hosp,Natl, Tianjin 300060, Peoples R China
[2] Peking Univ, Sch Nursing, Beijing 100191, Peoples R China
[3] Tianjin Med Univ, Sch Nursing, Tianjin 300070, Peoples R China
[4] Peking Univ First Hosp, Dept Thyroid & Breast Surg, Beijing 100034, Peoples R China
breast neoplasm;
arm symptom;
lymphedema;
symptom network;
network analysis;
RISK;
D O I:
10.1093/oncolo/oyae217
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
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.
机构:
Mem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USAMem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USA
Stubblefield, Michael D.
Kim, Arum
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Univ Hosp Columbia & Cornell, New York Presbyterian Hosp, Dept Rehabil Med, New York, NY USAMem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USA
Kim, Arum
Riedel, Elyn R.
论文数: 0引用数: 0
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机构:
Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10022 USAMem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USA
Riedel, Elyn R.
Ibanez, Katarzyna
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USAMem Sloan Kettering Canc Ctr, Dept Neurol, Rehabil Med Serv, Sillerman Ctr Rehabil, New York, NY 10022 USA
机构:
AT Still Univ, Dept Phys Therapy, Mesa, AZ USA
AT Still Univ, Dept Phys Therapy, 5850 E Still Circle, Mesa, AZ 85206 USAAT Still Univ, Dept Phys Therapy, Mesa, AZ USA
Doubblestein, David Aaron
Spinelli, Bryan A.
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机构:
Thomas Jefferson Univ, Jefferson Coll Rehabil Sci, Dept Phys Therapy, Philadelphia, PA USAAT Still Univ, Dept Phys Therapy, Mesa, AZ USA
Spinelli, Bryan A.
Goldberg, Allon
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机构:
Univ Michigan Flint, Coll Hlth Sci, Res & Profess Dev, Flint, MI USAAT Still Univ, Dept Phys Therapy, Mesa, AZ USA
Goldberg, Allon
Larson, Cathy A.
论文数: 0引用数: 0
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Univ Michigan Flint, Dept Phys Therapy, Flint, MI USAAT Still Univ, Dept Phys Therapy, Mesa, AZ USA
Larson, Cathy A.
Yorke, Amy M.
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机构:
Univ Michigan Flint, Dept Phys Therapy, Flint, MI USAAT Still Univ, Dept Phys Therapy, Mesa, AZ USA
机构:
Capital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Liu, Yan-fei
Liu, Jun-E
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Capital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Liu, Jun-E
Zhu, Yi
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机构:
Hospice Palliat Care Alliance China Fdn, 3200 Ridge Pike,POB 436, Eagleville, PA 19403 USACapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Zhu, Yi
Mak, Yim Wah
论文数: 0引用数: 0
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机构:
Hong Kong Polytech Univ, Sch Nursing, Hung Hom, Kowloon, Yuk Choi Rd, Hong Kong, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Mak, Yim Wah
Qiu, Hui
论文数: 0引用数: 0
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机构:
Capital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Qiu, Hui
Liu, Li-hui
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机构:
Capital Med Univ, Beijing Shijitan Hosp, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Liu, Li-hui
Yang, Shen-shen
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机构:
Capital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China
Yang, Shen-shen
Chen, Shao-hua
论文数: 0引用数: 0
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机构:
Capital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R ChinaCapital Med Univ, Sch Nursing, 10 Xitoutiao, Beijing, Peoples R China