Because the highly compacted DNA can no longer produce the rRNAs which compose a major portion of the ribosomes (which are also made of proteins). Thus, without the rRNAs, the nucleolus (which is a region, not a structure) disappears.
Why Does The Nucleolus Disappear During Prophase?