In this poster, we present sufficient conditions for the second symbolic power of the edge ideal associated with a graph to be Cohen-Macaulay. These conditions involve the concept of edge-critical graphs. Furthermore, we establish that when the graph has an independence number equal to two, these conditions provide a complete characterization of the Cohen-Macaulayness of the second symbolic power.