Reliability is essential because it ensures the validity of the experimental outcomes. Inconsistent or inaccurate data can lead to erroneous conclusions, affecting the development of pharmaceuticals, biomarkers discovery, and clinical diagnostics. Reliable methods enable researchers to replicate studies and verify findings, thereby advancing scientific knowledge.