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Cited 6 time in webofscience Cited 6 time in scopus
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A N0 Predicting Model for Sentinel Lymph Node Biopsy Omission in Early Breast Cancer Upstaged From Ductal Carcinoma in Situ

Authors
Yoo, Tae-KyungKim, Sei JoongLee, JungSunLee, Sae ByulLee, Soo JungPark, Ho YongPark, Heung KyuChae, Byung JooEom, Yong HwaKim, Hyung SukSong, Byung Joo
Issue Date
Jun-2020
Publisher
CIG MEDIA GROUP, LP
Keywords
Breast cancer; Ductal carcinoma in situ; Prediction model; SLNB omission; Upstaging
Citation
CLINICAL BREAST CANCER, v.20, no.3, pp.E281 - E289
Indexed
SCIE
SCOPUS
Journal Title
CLINICAL BREAST CANCER
Volume
20
Number
3
Start Page
E281
End Page
E289
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/145583
DOI
10.1016/j.clbc.2019.11.011
ISSN
1526-8209
Abstract
Background A prediction model with high sensitivity for the detection of negative axillary involvement can reduce additional axillary surgery in patients with ductal carcinoma in situ (DCIS) upstaged to invasive cancer while saving patients with pure DCIS from unnecessary axillary surgeries. Using a nationwide database, we developed and validated a scoring system for guidance in selective sentinel lymph node biopsy omission. Patients and Methods A total of 41,895 patients with clinically node-negative breast cancer from the Korean Breast Cancer Registry were included. The study cohort was randomly divided for the development and validation of the prediction model. Missing data were filled in using multiple imputation. Factors that were significantly associated with axillary lymph node (ALN) metastasis in > 50% of datasets were included in the final prediction model. Results The frequency of ALN metastasis in the total cohort was 24.5%. After multivariable logistic regression analysis, variables that were associated with ALN metastasis were palpability, multifocality, location, size, histologic type, grade, lymphovascular invasion, hormone receptor expression, and Ki-67 level. A scoring system was developed using these factors. The areas under the receiver operating characteristic curve for the scoring system was 0.750 in both training and validating sets. The cutoff value for performing sentinel lymph node biopsy was determined as a score of 4 to obtain prediction sensitivity higher than 95%. Conclusions A scoring system to predict the probability of ALN metastasis was developed and validated. The application of this system in the clinic may reduce unnecessary axillary surgeries in patients with DCIS and minimize additional axillary surgery for upstaged patients with invasive cancer.
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