TY - JOUR
T1 - Validation of a nomogram for predicting the risk of lymphedema following contemporary treatment for breast cancer
T2 - a large multi-institutional study (KROG 20-05)
AU - Byun, Hwa Kyung
AU - Kim, Jae Sik
AU - Chang, Jee Suk
AU - Cho, Yeona
AU - Ahn, Sung Ja
AU - Yoon, Jung Han
AU - Kim, Haeyoung
AU - Kim, Nalee
AU - Choi, Euncheol
AU - Park, Hyeli
AU - Kim, Kyubo
AU - Park, Shin Hyung
AU - Rim, Chai Hong
AU - Choi, Hoon Sik
AU - Oh, Yoon Kyeong
AU - Lee, Ik Jae
AU - Shin, Kyung Hwan
AU - Kim, Yong Bae
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2022/4
Y1 - 2022/4
N2 - Purpose: We previously constructed a nomogram for predicting the risk of arm lymphedema following contemporary breast cancer treatment. This nomogram should be validated in patients with different background characteristics before use. Therefore, we aimed to externally validate the nomogram in a large multi-institutional cohort. Methods: Overall, 8835 patients who underwent breast cancer surgery during 2007–2017 were identified. Data of variables in the nomogram and arm lymphedema were collected. The nomogram was validated externally using C-index and integrated area under the curve (iAUC) with 1000 bootstrap samples and by calibration plots. Results: Overall, 1377 patients (15.6%) developed lymphedema. The median time from surgery to lymphedema development was 11.4 months. Lymphedema rates at 2, 3, and 5 years were 11.2%, 13.1%, and 15.6%, respectively. Patients with lymphedema had significantly higher body mass index (median, 24.1 kg/m2 vs. 23.4 kg/m2) and a greater number of removed nodes (median, 17 vs. 6) and more frequently underwent taxane-based chemotherapy (85.7% vs. 41.9%), total mastectomy (73.1% vs. 52.1%), conventionally fractionated radiotherapy (71.9% vs. 54.2%), and regional nodal irradiation (70.7% vs 22.4%) than those who did not develop lymphedema (all P < 0.001). The C-index of the nomogram was 0.7887, and iAUC was 0.7628, indicating good predictive accuracy. Calibration plots confirmed that the predicted lymphedema risks were well correlated with the actual lymphedema rates. Conclusion: This nomogram, which was developed using factors related to multimodal breast cancer treatment and was validated in a large multi-institutional cohort, can well predict the risk of breast cancer-related lymphedema.
AB - Purpose: We previously constructed a nomogram for predicting the risk of arm lymphedema following contemporary breast cancer treatment. This nomogram should be validated in patients with different background characteristics before use. Therefore, we aimed to externally validate the nomogram in a large multi-institutional cohort. Methods: Overall, 8835 patients who underwent breast cancer surgery during 2007–2017 were identified. Data of variables in the nomogram and arm lymphedema were collected. The nomogram was validated externally using C-index and integrated area under the curve (iAUC) with 1000 bootstrap samples and by calibration plots. Results: Overall, 1377 patients (15.6%) developed lymphedema. The median time from surgery to lymphedema development was 11.4 months. Lymphedema rates at 2, 3, and 5 years were 11.2%, 13.1%, and 15.6%, respectively. Patients with lymphedema had significantly higher body mass index (median, 24.1 kg/m2 vs. 23.4 kg/m2) and a greater number of removed nodes (median, 17 vs. 6) and more frequently underwent taxane-based chemotherapy (85.7% vs. 41.9%), total mastectomy (73.1% vs. 52.1%), conventionally fractionated radiotherapy (71.9% vs. 54.2%), and regional nodal irradiation (70.7% vs 22.4%) than those who did not develop lymphedema (all P < 0.001). The C-index of the nomogram was 0.7887, and iAUC was 0.7628, indicating good predictive accuracy. Calibration plots confirmed that the predicted lymphedema risks were well correlated with the actual lymphedema rates. Conclusion: This nomogram, which was developed using factors related to multimodal breast cancer treatment and was validated in a large multi-institutional cohort, can well predict the risk of breast cancer-related lymphedema.
KW - Breast cancer
KW - Contemporary treatment
KW - Lymphedema
KW - Nomogram
UR - http://www.scopus.com/inward/record.url?scp=85124073252&partnerID=8YFLogxK
U2 - 10.1007/s10549-021-06507-x
DO - 10.1007/s10549-021-06507-x
M3 - Article
C2 - 35107713
AN - SCOPUS:85124073252
SN - 0167-6806
VL - 192
SP - 553
EP - 561
JO - Breast Cancer Research and Treatment
JF - Breast Cancer Research and Treatment
IS - 3
ER -