Best practices for handling large objects in JavaScript include consistent property access, avoiding deep access, and using destructuring for clarity. Implementing utility functions, leveraging libraries like Lodash for property selection, and establishing clear object schemas enhance performance and maintainability. Memoization techniques can further optimize function calls.