For a set of two vectors, being linearly dependent is equivalent to one being a scalar multiple of the other. Remember matrix multiplication is a linear map. So for any matrix M and vector v (of compatible sizes) and scalar a, you have M(av) = a(Mv). So, if X1 and X2 were dependent, then X1=aX2 for some a. Can you finish from there?