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制定并验证一种列线图,以预测中国乳腺癌幸存者患乳腺癌相关淋巴水肿的风险。

Development and validation of a nomogram to predict the risk of breast cancer-related lymphedema among Chinese breast cancer survivors.

机构信息

School of Nursing, Capital Medical University, No. 10, Xitoutiao, You An Men Wai, Feng-Tai District, Beijing, China.

Hospice Palliative Care Alliance of China Foundation, 3200 Ridge Pike, P. O. Box 436, Eagleville, PA, 19403, USA.

出版信息

Support Care Cancer. 2021 Sep;29(9):5435-5445. doi: 10.1007/s00520-021-06122-y. Epub 2021 Mar 11.

Abstract

PURPOSE

Breast cancer-related lymphedema (BCRL) is a major long-term complication for post-surgery breast cancer survivors. Although several risk factors have been identified, lifestyle characteristics have been neglected in previous studies. The aim of this study was to develop and validate a nomogram for estimating this population's risk of developing lymphedema, taking into consideration their demographic, clinical, and personal lifestyle behaviors.

METHODS

In a cross-sectional study, we collected data from 775 post-operative breast cancer survivors who had attended a follow-up session in the recent 10 years (primary cohort). Lymphedema was assessed using the Norman telephone questionnaire, self-reported by patients. Multiple logistic regression was used to identify risk factors for lymphedema, including demographic, clinical, and lifestyle-related factors. A nomogram was constructed based on those factors and was validated using a separate group of 314 breast cancer patients (validation cohort).

RESULTS

The factors independently associated with lymphedema were higher body mass index (BMI), modified radical mastectomy (MRM), postsurgical infection, chemotherapy, radiotherapy, exercise of the affected arm, and the active participation in physical activity (P<0.05). The area under the curve (AUC) values of the primary and the validation cohorts were 0.721 (95% confidence interval: 0.685-0.756) and 0.702 (95% confidence interval: 0.646-0.759), respectively.

CONCLUSIONS

BCRL risk factors include MRM, radiotherapy, chemotherapy, and higher BMI, while the active physical activity behavior of patients appears to be a factor against lymphedema. The nomogram incorporating the patients' clinical and lifestyle factors might be useful for predicting lymphedema in breast cancer survivors.

摘要

目的

乳腺癌相关淋巴水肿(BCRL)是乳腺癌术后幸存者的主要长期并发症。尽管已经确定了一些风险因素,但生活方式特征在以前的研究中被忽视了。本研究旨在开发和验证一种列线图,以考虑到患者的人口统计学、临床和个人生活方式行为,来估计该人群发生淋巴水肿的风险。

方法

在一项横断面研究中,我们收集了 775 名在最近 10 年内参加随访的术后乳腺癌幸存者的数据(主要队列)。淋巴水肿通过患者自我报告的 Norman 电话问卷进行评估。使用多因素逻辑回归来确定淋巴水肿的风险因素,包括人口统计学、临床和生活方式相关因素。基于这些因素构建了一个列线图,并使用另一组 314 名乳腺癌患者(验证队列)进行验证。

结果

与淋巴水肿独立相关的因素包括较高的体重指数(BMI)、改良根治性乳房切除术(MRM)、术后感染、化疗、放疗、受累手臂的运动以及积极参与体育活动(P<0.05)。主要和验证队列的曲线下面积(AUC)值分别为 0.721(95%置信区间:0.685-0.756)和 0.702(95%置信区间:0.646-0.759)。

结论

BCRL 的风险因素包括 MRM、放疗、化疗和较高的 BMI,而患者积极的体育活动行为似乎是预防淋巴水肿的一个因素。纳入患者临床和生活方式因素的列线图可能有助于预测乳腺癌幸存者的淋巴水肿。

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