For two knots K1 and K2, K1 is said to be n-adjacent to K2, if K1 admits a knot diagram containing n crossings such that crossing changes at any non-empty subset of them yield a knot diagram of K2. Using a surgical view of Alexander invariants, we will characterize the Alexander polynomials of knots which are 2-adjacent to the trivial knot.