ThreadLocal variables enhance concurrency in applications by allowing thread-specific data storage. However, improper use can lead to memory leaks if they retain references to large objects or aren't cleared. Strategies for prevention include ensuring removal of ThreadLocal variables after use, especially in thread pools, to maintain optimal performance and avoid data retention issues.