Expensive to buy in Qatar?

HelloQatar mentioned that sheets and toiletries are expensive. How expensive? And what kind of toiletries?

Are there any particular items unavailable in Qatar or prohibitively expensive -- bearing in mind I'm female, but not particularly high-maintenance -- that I should consider bringing with me? Any suggestions?