Method/Algorithm for Mathematically Separating Regioisomers
Hey everyone! I'm currently a undergrad student working with an LC-MS/MS system for an internship, and one of my tasks is to develop a method to quantify two regioisomers.
Let's call them 1PAC & 2PAC.
Separating them via LC is going to be very tricky, will require expensive columns our lab currently doesn't have.
However, one promising approach is using the different ratios of their respective major fragmenting ions. 1PAC has a major fragmenting ion - let's call it FA^(1) , and similarly FA^(2) for 2PAC's major fragment ion.
However, the catch is that 2PAC also fragments into FA^(1) but in lesser quantities (ratio is known or can be found) and vice versa, 1PAC also fragments into FA^(2) ions but also a smaller ratio.
In theory, once we know the ratios of each with the 2 ions, we could back trace the initial concentrations of a mixture of 1PAC & 2PAC using a simple system of equations (linear equations using 2 variables).
Here is a simplified version of the math:
FA^(1) = P [1PAC] + Q [2PAC]
FA^(2) = R [1PAC] + S [2PAC]
Now, PQRS can all be calculated by running known concentrations of 1PAC & 2PAC separately, and then comparing the FA^(1) & FA^(2) areas with the known concentrations.
Now, when I would run a mixture of the two isomers - I would know PQRS, and get FA^(1) & FA^(2) areas as my output.
This would leave the concentrations [1PAC] & [2PAC] as the only unknown variables, and they can be easily solved for.
I did try this with a few simple mixtures of 1PAC & 2PAC, and the results seem to be quite promising, my observed/calculated values are within ~5% of the expected values.
So my main question is - What would this 'method' of calculating the concentrations be called? I read terms such as spectral deconvolution, linear unmixing, chemometric resolution of overlapping analytes, but couldn't figure out the exact terms for it.
Thank you in advance!! And I'm definitely open to suggestions/advice for this approach if you have any 😊