To optimize database query performance in PHP, I would use indexed columns in my SQL queries, employ pagination to limit result sets, and use caching mechanisms such as Redis or Memcached to reduce database load. It’s also important to analyze slow queries using tools like EXPLAIN to understand their execution plans.