An in vitro method for determining the risk of bone metastasis in a subject suffering triple negative or basal-like breast cancer and further treating said subject, which comprises quantifying the expression level of the c-MAF gene in a sample of a said subject, wherein the quantifying of the expression level comprises quantifying the messenger RNA (mRNA) of c-MAF, or a fragment of said mRNA, or quantifying the complementary DNA (cDNA) of c-MAF, or a fragment of said cDNA, wherein when the expression level of said gene is above an average value plus one standard deviation it is indicative of an increased risk of early bone metastasis or recurrence, and administering to said subject a therapeutically effective amount of a c-MAF inhibitor, a therapy aiming to prevent and/or treat bone metastasis selected from the group consisting of an mTOR inhibitor, a Src Kinase inhibitor, a COX-2 inhibitor, a CCR-5 antagonist and/or Radium-223, and/or an agent capable of avoiding and/or preventing bone degradation to the subject if the expression levels of said gene above the average value plus one standard deviation is indicative of an increased risk of early bone metastasis or recurrence, and wherein the agent capable of avoiding and/or preventing the bone degradation is selected from the group consisting of a bisphosphonate, a RANKL inhibitor, PTH and PTHLH inhibitor or a PRG analog, strontium ranelate, a DKK-1 inhibitor, a dual MET and VEGFR2 inhibitor, an estrogen receptor modulator, calcitonin, and a cathepsin K inhibitor, wherein the expression level of said gene in said subject is above the average value plus one standard deviation and is indicative of an increased risk of early bone metastasis or recurrence.