To address these challenges, the following strategies can be employed:
1. Standardization: Implementing standardized protocols for sample collection, processing, and analysis. 2. Quality Control: Rigorous quality control measures to ensure sample integrity and data accuracy. 3. Advanced Bioinformatics: Using sophisticated bioinformatics tools and machine learning algorithms to analyze and interpret gene expression data.