Qianqian Yuan1, Jinxuan Hou1, Rui Zhou1, Yiqin Liao1, Lewei Zheng1, Chong Jiao2, Wenbo Zhou3, Gaosong Wu4. 1. Department of Thyroid and Breast Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China. 2. School of Computer Science, Wuhan University, Wuhan, Hubei, People's Republic of China. 3. Department of General Surgery, Dongfeng General Hospital, Shiyan, Hubei, People's Republic of China. 4. Department of Thyroid and Breast Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, People's Republic of China. wugaosong@whu.edu.cn.
Abstract
BACKGROUND: Preoperatively determining those patients who are at high risk of encountering breast cancer-related lymphedema (BCRL) is still not well understood. OBJECTIVE: This study aimed to develop a simple intraoperative nomogram for BCRL, incorporating a protective factor. METHODS: Overall, 320 breast cancer patients at Zhongnan Hospital (training set) and 221 patients at Dongfeng General Hospital (external validation cohort) treated between November 2017 and December 2018 were included. Prior to axillary lymph node dissection (ALND), 1 mL (2.5 mg) of indocyanine green was administered to the area of the internal bicipital sulcus of the upper limb. The fluorescence image was obtained and the proportion of arm lymph flow above the level of the axillary vein was calculated. Multivariate logistic regression was performed using this proportion together with clinical data. A nomogram was then constructed and assessed for its discrimination and calibration ability and clinical utility in the training and external validation sets. RESULTS: The cumulative incidence of BCRL was 18.7% (60/320), with a median follow-up of 29 months (20-34). In the multivariate logistic regression analysis, body mass index, taxane, radiotherapy, and proportion of arm lymph flow above the level of the axillary vein were identified as independent risk factors. In the training and validation cohorts, the calibration curve performed well (p = 0.721 and p = 0.315, respectively), and the area under the receiver operating characteristic curve values were 0.829 (95% confidence interval [CI] 0.773-0.885) and 0.804 (95% CI 0.732-0.877), respectively. CONCLUSION: High-risk patients could be identified intraoperatively with this nomogram, and timely intervention could be performed with preservation of the arm lymphatics.
BACKGROUND: Preoperatively determining those patients who are at high risk of encountering breast cancer-related lymphedema (BCRL) is still not well understood. OBJECTIVE: This study aimed to develop a simple intraoperative nomogram for BCRL, incorporating a protective factor. METHODS: Overall, 320 breast cancerpatients at Zhongnan Hospital (training set) and 221 patients at Dongfeng General Hospital (external validation cohort) treated between November 2017 and December 2018 were included. Prior to axillary lymph node dissection (ALND), 1 mL (2.5 mg) of indocyanine green was administered to the area of the internal bicipital sulcus of the upper limb. The fluorescence image was obtained and the proportion of arm lymph flow above the level of the axillary vein was calculated. Multivariate logistic regression was performed using this proportion together with clinical data. A nomogram was then constructed and assessed for its discrimination and calibration ability and clinical utility in the training and external validation sets. RESULTS: The cumulative incidence of BCRL was 18.7% (60/320), with a median follow-up of 29 months (20-34). In the multivariate logistic regression analysis, body mass index, taxane, radiotherapy, and proportion of arm lymph flow above the level of the axillary vein were identified as independent risk factors. In the training and validation cohorts, the calibration curve performed well (p = 0.721 and p = 0.315, respectively), and the area under the receiver operating characteristic curve values were 0.829 (95% confidence interval [CI] 0.773-0.885) and 0.804 (95% CI 0.732-0.877), respectively. CONCLUSION: High-risk patients could be identified intraoperatively with this nomogram, and timely intervention could be performed with preservation of the arm lymphatics.
Authors: Hwa Kyung Byun; Jee Suk Chang; Sang Hee Im; Youlia M Kirova; Alexandre Arsene-Henry; Seo Hee Choi; Young Up Cho; Hyung Seok Park; Jee Ye Kim; Chang-Ok Suh; Ki Chang Keum; Joo Hyuk Sohn; Gun Min Kim; Ik Jae Lee; Jun Won Kim; Yong Bae Kim Journal: Ann Surg Date: 2021-07-01 Impact factor: 12.969