Be on the lookout for two prominent plant diseases: downey mildew on impatiens and rose rosette disease on our favorite rose bush, the Knock Outs. One of our favorite summer landscape annuals, impatiens, is often infected with a disease called downey mildew. The mildew disease became prominent last year on the traditional impatiens and is likely to be the culprit this year as well.