The invention provides a method of identifying a niacin receptor modulator with reduced flushing effect compared to niacin or a niacin analog, comprising determining the MAP kinase activity of said modulator, wherein a decrease in MAP kinase activity induced by said modulator compared to MAP kinase activity induced by niacin or a niacin analog indicates that said modulator has reduced flushing effect when compared to niacin or a niacin analog.