Crossing over of peaks is a very common event in Reaction Monitoring (RM) experiments. When this happens, the automatic alignment algorithm discussed in previous posts (here and here) might not work properly. To illustrate this issue, as I did not have a real experiment at hand, I simulated using Mnova a very simple data set comprised by a triplet and a singlet in such a way that the chemical shift of the triplet moves from 1.4 ppm to 0.7 ppm and having an exponential decay from spectrum to spectrum. This is depicted in the figure below, both as a stacked and a bitmap plot.
Now lets say you are interested in extracting the intensities of the triplet as the reaction progresses. There is actually no need to pre-align the spectra algorithmically; it is much simpler to have some kind of graphical tool to instruct the software which peaks (or multiplets) need to be used for the reaction monitoring analysis. Let me show you how this works in Mnova:
First of all, in the Data Analysis module you select the region to be analyzed. As a starting point, the region will have a rectangular shape (green rectangle in the figure below):
It can be noted that the graph shows an exponential decay, but the actual values must obviously be wrong as the values calculated, using the green rectangle as a boundary for the integration, include peaks from both the triplet and singlet, and we are interested in the analysis of the triplet resonances only. Now lets change this
The selection rectangle has a number of handlers (small green boxes). You can drag and move them freely so that you can adjust the selection feature to follow the triplet (BTW, the number of handlers can be adjusted. In this case, there are 6 handlers, but higher numbers are also permitted). In the figure below, the result of adjusting the handlers to follow the triplet is shown:
Now you can see that there is an outlier in the exponential curve which, obviously is caused by the singlet which overlaps with the triplet (spectrum number 6 which corresponds to data point #5, as in the graph the numbering starts from zero). Figure below shows that particular spectrum showing the singlet overlapping with the triplet:
At this stage, there are several approaches. The simplest one is to just discard that point for the analysis, for example, by right clicking on that point in the graph and disabling it:
As soon as that point is deleted / disabled, Mnova will update the graph automatically. This is the new result:
Another approach would involve using GSD to eliminate the singlet from the triplet so that it would not be necessary to discard the information from that particular spectrum. However, this is something I will blog about in a future post.
[NMR images] Alignment of NMR spectra ? The
http://1.bp.blogspot.com/_-MfflvAgRls/TUHGmP-x9fI/AAAAAAAAAoU/N6pNFqLWfAc/s1600/citrate.jpeg
http://nmr-analysis.blogspot.com/2011/01/alignment-of-nmr-spectra-problem-part-i.html
20/12/2011 4:11:50 PM GMT
Alignment of NMR spectra ? The
More...
nmrlearner
NMR pictures
0
12-20-2011 04:09 PM
Process and Reaction Monitoring by Low-Field NMR Spectroscopy
Process and Reaction Monitoring by Low-Field NMR Spectroscopy
Publication year: 2011
Source: Progress in Nuclear Magnetic Resonance Spectroscopy, Available online 6 December 2011</br>
Franz*Dalitz, Markus*Cudaj, Michael*Maiwald, Gisela*Guthausen</br>
http://www.sciencedirect.com/cache/MiamiImageURL/1-s2.0-S0079656511000860-fx1.sml</br></br></br>
More...
nmrlearner
Journal club
0
12-07-2011 08:26 AM
[NMR analysis blog] Alignment of NMR spectra Part V: Reaction Monitoring (I)
Alignment of NMR spectra Part V: Reaction Monitoring (I)
Previous posts on this series:
1. Alignment of NMR spectra Part I: The problem
2. Alignment of NMR spectra Part II: Binning / Bucketing
3. Alignment of NMR spectra Part III: Global Alignment
4. Alignment of NMR spectra Part IV: Advanced Alignment
Following the progression of chemical reactions by NMR is becoming more and more popular. Quoting Michael A. Bernstein et al. (Magn. Reson. Chem. 2007; 45: 564571)
nmrlearner
News from NMR blogs
0
02-08-2011 08:16 PM
[NMR analysis blog] Alignment of NMR spectra Part IV: Advanced Alignment
Alignment of NMR spectra Part IV: Advanced Alignment
Previous posts on this series:
Alignment of NMR spectra Part I: The problem
Alignment of NMR spectra Part II: Binning / Bucketing
Alignment of NMR spectra Part III: Global Alignment
As I mentioned in my previous post, simple alignment based on shifting or referencing the whole spectrum is not enough in cases where there are different local chemical shift fluctuations.
Resorting back to the synthetic data set used in the previous posts, let me introduce a semi-automatic method designed specifically to align spectra having...
nmrlearner
News from NMR blogs
0
02-07-2011 07:53 PM
[NMR analysis blog] Alignment of NMR spectra Part III: Global Alignment
Alignment of NMR spectra Part III: Global Alignment
Previous posts on this series:
Alignment of NMR spectra Part I: The problem
Alignment of NMR spectra Part II: Binning / Bucketing
We have seen that binning helps in minimizing, for example, the effect of pH-induced fluctuations in chemical shift so that, in the field of NMR-based metabonomics studies, ensuring that signals for a given metabolite appear at the same location in all spectra. One evident disadvantage of binning is that it greatly reduces the spectral resolution (e.g. in a 500 MHz instrument, a typical 64 Kb...
nmrlearner
News from NMR blogs
0
02-03-2011 06:51 PM
[NMR analysis blog] Alignment of NMR spectra Part II: Binning / Bucketing
Alignment of NMR spectra Part II: Binning / Bucketing
In my last post, I wrote that spectra of biological samples are usually poorly aligned due to wide changes in chemical shift arising from small variations in pH or other sample conditions such as ionic strength or temperature.
The most widely used method of addressing this chemical shift variability across spectra is by means of the so-called binning (or bucketing), procedure that consists in segmenting a spectrum into small areas (bins / buckets) and taking the area under the spectrum for each segment. Preferably, the size of the...
nmrlearner
News from NMR blogs
0
01-31-2011 06:03 AM
[NMR analysis blog] Alignment of NMR spectra The problem: Part I
Alignment of NMR spectra The problem: Part I
The chemical shift is of great importance for NMR spectroscopy because it reflects the chemical environment of the nuclides under observation providing detailed information about the structure of a molecule.
Although the chemical shift of a nucleus in a molecule is generally assumed to be fairly stable, there are a number of experimental factors (pH, ionic strength, solvent, field inhomogeneity bad shimming, temperature, etc) which might produce slight or even quite significant variations in chemical shifts.
This is particularly important...