“…The majority of the included studies involved patients of all BC subtypes; thirteen reported risk factors for BM in HER2positive patients [17, 20, 23-27, 44, 47, 61, 66, 80, 81] and three in TNBC patients [24,39,71]. Twelve studies compared clinicopathological characteristics of BCBM patients that developed BM as a first site of relapse, with those who first developed metastases elsewhere [10,12,21,28,30,31,39,46,54,63,66,73]. In the majority of the studies potential risk factors for BCBM were assessed via univariate followed by multivariable analysis; variables were assessed via only univariate analysis in twenty-nine studies [10, 12, 15, 16, 19, 20, 22, 27, 30-32, 35-37, 41, 43, 45-48, 54, 56, 60, 65, 67, 68, 73, 77, 81] and via only multivariable analysis in five [25,36,50,55,74].…”