I am developing a SPE method as part of the sample preparation step in my analysis, but I’m not sure what is the best way to determine/calculate the matrix effect. I see a few different formulas online, can anyone help?
Hello Tony. The simplest thing I can recommend. prepare a clean sample and at the end get your solution, add a standard to it in the middle concentration of the calibration range and take the measurement. for example, calibration is in the range from 1 mg/ml to 1000 mg/ml, therefore the concentration in the matrix should be 100 mg/ml or 500 mg/ml. you made a measurement and got 500 mg/ml - the matrix does not affect, if 250 mg/ml or vice versa 700 mg/ml - the matrix does. This means that the coefficient of suppression or absorption by the matrix is introduced. 500 - 100%; 250 - x = 50%. Each result obtained will be calculated taking into account this 50%.
Also, when developing your method, you should take into account the degree of extraction. In SPE and any sample preparation, the extraction of the target substance may not be complete (this is why deuterated standards are used in chromatography). Before sample preparation and SPE, it is necessary to add an accurately known concentration of the standard sample, carry out all extractions and make measurements.
I don't know what you are measuring on. if you use chromatographic studies, then you first build a calibration on the matrix and then look at the recovery of the target analyte.
Here are a few approaches to account for matrix effects:
Standard Addition Method: Prepare a clean sample and add a standard solution to it at a concentration within the calibration range. Measure the concentration in the matrix. If the measured concentration matches the expected value, the matrix does not affect the result. If the measured concentration deviates, calculate the coefficient of suppression or absorption introduced by the matrix. For example:If the expected concentration is 500 mg/ml and the measured concentration is 250 mg/ml, the matrix effect is 50%. Adjust each result obtained based on this factor. Consider the degree of extraction during method development. This method is especially useful for chromatographic studies 2.
Peak Area Ratio: Quantitate the matrix effect using the following formula: [ \text{Matrix Effect} = 1 - \frac{\text{Peak Area of Post-Spike}}{\text{Average Peak Area of Neat Blanks}} ] A value close to 100% indicates no matrix influence, less than 100% indicates suppression, and greater than 100% suggests enhancement due to co-eluting sample compounds
Slope Comparison: Construct calibration graphs in both the solvent and post-extraction spiked samples. Compare the slopes of these graphs to assess matrix effect