by
lmh » Tue Jul 14, 2009 11:57 am
Tom and MBicking, thanks for useful comments and links.
Although I also value well-resolved peaks, let me play devil's advocate for a moment.
There are plenty of situations in analysis where we routinely use calculation to get round bad resolution. Obvious examples to me personally include things such as chlorophyll estimation from spectra of a crude extract of leaves (the spectra of the chlorophylls overlap strongly), and non-aqueous fractionation of cellular organelles, which absolutely cannot give pure fractions. No doubt everyone can find a personal list of things that can't be properly resolved, but must nevertheless be measured.
The maths of sorting out these situations, where we want to measure A, B, C but our measurements a, b, c don't contain pure "A" etc. has been around for centuries, and the methods to check the process hasn't gone wrong are also very well-described.
Much as I love properly resolved peaks in chromatography, we also have to think about the cost of proper resolution. A method has to be good enough for its purpose, not perfect. If the best method takes twice as long as the quick-and-messy version, I can only look at half as many replicate samples, and overall my experiment may be less reliable because of loss of replication...
Given that we're in the business of generating imperfect-but-adequate methods, at a cost, for imperfect-but-adequate samples, I find it a little lazy to reject computational approaches to improving the result. It's definitely lazy to reason "my resolution is poor, and since there's no way to improve it, I shall be content with an integration approach that I know to be awful/highly subjective". It's also a bit lazy to take the "I've seen this all before" approach: it discourages any improvements in automatic integration/quantification, and neglects the fact that computers even 5 years ago didn't have the power to do some of the more demanding curve-fitting that can be tackled routinely today. Perhaps some older theory could be revisited nowadays?
Ha, got that off my chest! Now I'll go and get separating again, because frankly, I agree that it's a lot easier for a chromatographer to improve his peaks than for an informaticist to untangle them.
Thanks again for your comments and links.