I am trying to measure the alkaline phosphatase activity for algal cells as a response to phosphorus deficit. For the methodology I have checked various articles that deals with a similar topic. In short, the process include mixing a sample (algal cell suspension) with pNPP substrate and Tris-HCl buffer, incubating it, adding a solution to terminate the reaction, filtration and light absorbance measurement. However, in every article I have read the volume and concentration of sample, pNPP substrate, buffer and stop solution as well as the incubation time and temperature are different.

My question here is how to determine the the right volume and concentration for the sample and reaction solutions and the incubation time and temperature? Is it even possible to theoretically determine that? Or is it case-specific, and I need to do a series of tests to find the right recipe for my case?

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