Mushrooms have a sponge-like cell structure that easily absorbs moisture. If too much water penetrates, they often become soft and unappetising when fried - the consistency is lost.
Researcher Harold McGee investigated the washing of mushrooms: A short rinse changes the weight only minimally, so it does not necessarily harm. His central finding: Mushrooms should not be left in water for a long time.