Desperate Housewives: Welcome to Kanagawa: Katherine's Betrayal?

In desperate housewives, in Welcome to Kanagawa, at the end when adam discovers the truth about Katherine Mayfair's, ex-husband, what did he discover? I never understood what happened with the Mayfair family, and how it was Katherine's fault for what happened to Dyland. Please explain to me....