The noun premenstrual dysphoric disorder can be countable or uncountable.

In more general, commonly used, contexts, the plural form will also be premenstrual dysphoric disorder.

However, in more specific contexts, the plural form can also be premenstrual dysphoric disorders e.g. in reference to various types of premenstrual dysphoric disorders or a collection of premenstrual dysphoric disorders.