How do you control for pre-analytical variables (e.g., timing, storage, sample handling, environmental contamination)?

Blood collection is performed by trained phlebotomists following strict protocols for timing, storage, and transport. Samples are centrifuged within 2 hours, frozen, shipped under controlled conditions, and processed in accredited laboratories to minimize pre-analytical variability and ensure data integrity.