TY - JOUR
T1 - Treatment response as predictor for brain metastasis in triple negative breast cancer
T2 - A score-based model
AU - Gabani, Prashant
AU - Weiner, Ashley A.
AU - Hernandez-Aya, Leonel F.
AU - Khwaja, Shariq
AU - Roach, Michael C.
AU - Ochoa, Laura L.
AU - Mullen, Dan
AU - Thomas, Maria A.
AU - Matesa, Melissa A.
AU - Margenthaler, Julie A.
AU - Cyr, Amy E.
AU - Naughton, Michael J.
AU - Ma, Cynthia
AU - Sanati, Souzan
AU - Zoberi, Imran
N1 - Publisher Copyright:
© 2019 Wiley Periodicals, Inc.
PY - 2019/5/1
Y1 - 2019/5/1
N2 - Background: Triple negative breast cancer (TNBC) has worse prognosis than other subtypes of breast cancer, and many patients develop brain metastasis (BM). We developed a simple predictive model to stratify the risk of BM in TNBC patients receiving neo-adjuvant chemotherapy (NAC), surgery, and radiation therapy (RT). Methods: Patients with TNBC who received NAC, surgery, and RT were included. Cox proportional hazards method was used to evaluate factors associated with BM. Significant factors predictive for BM on multivariate analysis (MVA) were used to develop a risk score. Patients were divided into three risk groups: low, intermediate, and high. A receiver operating characteristic (ROC) curve was drawn to evaluate the value of the risk group in predicting BM. This predictive model was externally validated. Results: A total of 160 patients were included. The median follow-up was 47.4 months. The median age at diagnosis was 49.9 years. The 2-year freedom from BM was 90.5%. Persistent lymph node positivity, HR 8.75 (1.76-43.52, P = 0.01), and lack of downstaging, HR 3.46 (1.03-11.62, P = 0.04), were significant predictors for BM. The 2-year rate of BM was 0%, 10.7%, and 30.3% (P < 0.001) in patients belonging to low-, intermediate-, and high-risk groups, respectively. Area under the ROC curve was 0.81 (P < 0.001). This model was externally validated (C-index = 0.79). Conclusions: Lack of downstaging and persistent lymph node positivity after NAC are associated with development of BM in TNBC. This model can be used by the clinicians to stratify patients into the three risk groups to identify those at increased risk of developing BM and potentially impact surveillance strategies.
AB - Background: Triple negative breast cancer (TNBC) has worse prognosis than other subtypes of breast cancer, and many patients develop brain metastasis (BM). We developed a simple predictive model to stratify the risk of BM in TNBC patients receiving neo-adjuvant chemotherapy (NAC), surgery, and radiation therapy (RT). Methods: Patients with TNBC who received NAC, surgery, and RT were included. Cox proportional hazards method was used to evaluate factors associated with BM. Significant factors predictive for BM on multivariate analysis (MVA) were used to develop a risk score. Patients were divided into three risk groups: low, intermediate, and high. A receiver operating characteristic (ROC) curve was drawn to evaluate the value of the risk group in predicting BM. This predictive model was externally validated. Results: A total of 160 patients were included. The median follow-up was 47.4 months. The median age at diagnosis was 49.9 years. The 2-year freedom from BM was 90.5%. Persistent lymph node positivity, HR 8.75 (1.76-43.52, P = 0.01), and lack of downstaging, HR 3.46 (1.03-11.62, P = 0.04), were significant predictors for BM. The 2-year rate of BM was 0%, 10.7%, and 30.3% (P < 0.001) in patients belonging to low-, intermediate-, and high-risk groups, respectively. Area under the ROC curve was 0.81 (P < 0.001). This model was externally validated (C-index = 0.79). Conclusions: Lack of downstaging and persistent lymph node positivity after NAC are associated with development of BM in TNBC. This model can be used by the clinicians to stratify patients into the three risk groups to identify those at increased risk of developing BM and potentially impact surveillance strategies.
KW - brain metastasis
KW - breast cancer
KW - neoadjuvant chemotherapy
KW - risk score
KW - triple negative breast cancer
UR - http://www.scopus.com/inward/record.url?scp=85063587633&partnerID=8YFLogxK
U2 - 10.1111/tbj.13230
DO - 10.1111/tbj.13230
M3 - Article
C2 - 30920124
AN - SCOPUS:85063587633
SN - 1075-122X
VL - 25
SP - 363
EP - 372
JO - Breast Journal
JF - Breast Journal
IS - 3
ER -