TY - JOUR
T1 - Prospective Multicenter Study Validate a Prediction Model for Surgery Uptake Among Women with Atypical Breast Lesions
AU - Uzan, Catherine
AU - Mazouni, Chafika
AU - Rossoni, Caroline
AU - De Korvin, Brigitte
AU - de Lara, Christine Tunon
AU - Cohen, Monique
AU - Chabbert, Nathalie
AU - Zilberman, Sonia
AU - Boussion, Veronique
AU - Vincent Salomon, Anne
AU - Espie, Marc
AU - Coutant, Charles
AU - Marchal, Frederic
AU - Salviat, Flore
AU - Boulanger, Loic
AU - Doutriaux-Dumoulin, Isabelle
AU - Jouve, Eva
AU - Mathelin, Carole
AU - de Saint hilaire, Pierre
AU - Mollard, Joelle
AU - Balleyguier, Corinne
AU - Joyon, Natacha
AU - Triki, Magali Lacroix
AU - Delaloge, Suzette
AU - Michiels, Stefan
N1 - Publisher Copyright:
© 2020, Society of Surgical Oncology.
PY - 2021/4/1
Y1 - 2021/4/1
N2 - Background: Diagnosis of atypical breast lesions (ABLs) leads to unnecessary surgery in 75–90% of women. We have previously developed a model including age, complete radiological target excision after biopsy, and focus size that predicts the probability of cancer at surgery. The present study aimed to validate this model in a prospective multicenter setting. – Methods: Women with a recently diagnosed ABL on image-guided biopsy were recruited in 18 centers, before wire-guided localized excisional lumpectomy. Primary outcome was the negative predictive value (NPV) of the model. Results: The NOMAT model could be used in 287 of the 300 patients included (195 with ADH). At surgery, 12 invasive (all grade 1), and 43 in situ carcinomas were identified (all ABL: 55/287, 19%; ADH only: 49/195, 25%). The area under the receiving operating characteristics curve of the model was 0.64 (95% CI 0.58–0.69) for all ABL, and 0.63 for ADH only (95% CI 0.56–0.70). For the pre-specified threshold of 20% predicted probability of cancer, NPV was 82% (77–87%) for all ABL, and 77% (95% CI 71–83%) for patients with ADH. At a 10% threshold, NPV was 89% (84–94%) for all ABL, and 85% (95% CI 78-–92%) for the ADH. At this threshold, 58% of the whole ABL population (and 54% of ADH patients) could have avoided surgery with only 2 missed invasive cancers. Conclusion: The NOMAT model could be useful to avoid unnecessary surgery among women with ABL, including for patients with ADH. Clinical Trial registration: NCT02523612.
AB - Background: Diagnosis of atypical breast lesions (ABLs) leads to unnecessary surgery in 75–90% of women. We have previously developed a model including age, complete radiological target excision after biopsy, and focus size that predicts the probability of cancer at surgery. The present study aimed to validate this model in a prospective multicenter setting. – Methods: Women with a recently diagnosed ABL on image-guided biopsy were recruited in 18 centers, before wire-guided localized excisional lumpectomy. Primary outcome was the negative predictive value (NPV) of the model. Results: The NOMAT model could be used in 287 of the 300 patients included (195 with ADH). At surgery, 12 invasive (all grade 1), and 43 in situ carcinomas were identified (all ABL: 55/287, 19%; ADH only: 49/195, 25%). The area under the receiving operating characteristics curve of the model was 0.64 (95% CI 0.58–0.69) for all ABL, and 0.63 for ADH only (95% CI 0.56–0.70). For the pre-specified threshold of 20% predicted probability of cancer, NPV was 82% (77–87%) for all ABL, and 77% (95% CI 71–83%) for patients with ADH. At a 10% threshold, NPV was 89% (84–94%) for all ABL, and 85% (95% CI 78-–92%) for the ADH. At this threshold, 58% of the whole ABL population (and 54% of ADH patients) could have avoided surgery with only 2 missed invasive cancers. Conclusion: The NOMAT model could be useful to avoid unnecessary surgery among women with ABL, including for patients with ADH. Clinical Trial registration: NCT02523612.
KW - Atypical breast lesion
KW - Atypical ductal hyperplasia
KW - B3 lesion
KW - Biopsy
KW - Breast cancer
KW - Ductal carcinoma in situ
KW - Model
UR - http://www.scopus.com/inward/record.url?scp=85090856583&partnerID=8YFLogxK
U2 - 10.1245/s10434-020-09107-z
DO - 10.1245/s10434-020-09107-z
M3 - Article
C2 - 32920723
AN - SCOPUS:85090856583
SN - 1068-9265
VL - 28
SP - 2138
EP - 2145
JO - Annals of Surgical Oncology
JF - Annals of Surgical Oncology
IS - 4
ER -