Methods for isolating proteins from a honey sample are provided. The methods include contacting the honey sample with a substrate functionalized with one or more reactive dyes and recovering proteins associated with the substrate. Methods for detecting proteins in a honey sample and assessing the risk of colony collapse disorder are also provided.