Sample preparation is a crucial step in bioanalytical methodology. It involves processes such as extraction, purification, and concentration of analytes from biological matrices like blood, urine, or tissues. Proper sample preparation can significantly enhance the sensitivity and specificity of the analytical method, reducing matrix effects and enabling the accurate measurement of low-concentration analytes.