Post-synthetic linker installation in a single-crystal-to-single-crystal manner was crystallographically demonstrated in thorium-based metal-organic frameworks (Th-MOFs), not only leading to the discovery of an extremely rare framework de-interpenetration, but also representing an unprecedented strategy for boosting iodine adsorption capacity.