Sample preparation refers to the process of preparing a sample for analysis in a research study. This often involves extracting, isolating, and purifying the desired components from a complex mixture in order to obtain accurate and reliable results. Sample preparation techniques can vary depending on the type of sample and the analytical method being used, and may include steps such as homogenization, extraction, filtration, and concentration. Proper sample preparation is crucial in ensuring the quality and validity of research results.