The intensity of the light scattering signal depends on concentration, molar mass, and the specific refractive index increment, dn/dc, of the sample. dn/dc therefore usually needs to be known to derive molar masses by gel permeation chromatography/size-exclusion chromatography-light scattering (GPC/SEC-LS). How to overcome the issue of unknown refractive index increments is outlined in this instalment of Tips & Tricks. In particular, a new approach to derive molar masses by GPC/SEC-LS that requires only the molar mass of a reference material, and not the dn/dc of the sample or of the reference material, is introduced.
Photo Credit: T.Sumaetho/Shutterstock.com
Wolfgang Radke, PSS Polymer Standards Service GmbH, Mainz, Germany
The intensity of the light scattering signal depends on concentration, molar mass, and the specific refractive index increment, dn/dc, of the sample. dn/dc therefore usually needs to be known to derive molar masses by gel permeation chromatography/size-exclusion chromatography-light scattering (GPC/SEC-LS). How to overcome the issue of unknown refractive index increments is outlined in this instalment of Tips & Tricks. In particular, a new approach to derive molar masses by GPC/SEC-LS that requires only the molar mass of a reference material, and not the dn/dc of the sample or of the reference material, is introduced.
Gel permeation chromatography/sizeâexclusion chromatography (GPC/SEC) is a powerful separation technique that helps to determine molar mass distributions and molar masses of polymers and macromolecules. However, GPC/SEC is a relative method requiring standards for calibration, which must be of identical chemical structure and topology as the samples to be analyzed. For samples where appropriate standards are not available, GPC/SEC with light scattering detection (LS) has become widely used. However, although light scattering is accepted to be an absolute method to determine molar masses, a variety of parameters must be known and instrument calibration is required. The last instalment of “Tips and Tricks” focused on the determination of the inter-detector volume, one of the parameters required to evaluate GPC/SEC-LS data (1).
Another crucial parameter required to determine molar masses by light scattering is the specific refractive index increment,
dn/dc, of the sample. This parameter is often unknown for the samples under investigation. This instalment of “Tips and Tricks” will therefore discuss possible strategies to handle this problem.
Basic Light Scattering
If a sample of sufficient low concentration is irradiated by a laser light beam, it usually scatters light. The Rayleigh ratio, R(0), that is, the scattering intensity in the direction of the incident beam resulting from a polymer of molar mass, M, at a concentration, c, which is dissolved in a solvent of refractive index, n0, can be written:
where [1]
Here, λ0 and NA are the laser wavelength and Avogadro’s number, respectively. The parameter dn/dc is the specific refractive index increment of the polymer in the given solvent. The refractive index increment describes the difference in the refractive indices of the polymer and the solvent. If a sample disperse in molar mass is to be analyzed, M in equation 1 needs to be replaced by the weight average molar mass, Mw.
Strictly speaking, equation 1 is only valid at vanishing concentration and at zero scattering angle. The first requirement is usually met for the concentrations applied in typical GPC/SEC-LS.
For molecules larger than approximately λ0/20, the scattering intensity depends on the angle of observation, and the scattering intensities obtained at different scattering angles need to be extrapolated to zero scattering angle to derive the molar mass. From the angular variation of the scattered light the mean squared radius can be derived. The mean squared radius characterizes the polymer size in solution. For molecules smaller than approximately λ0/20, the angular dependence can be ignored and equation 1 is valid, irrespective of the angle of observation. Thus, the extrapolation to zero scattering angle is not required. For such small molecules, a light scattering detector with a single angle is sufficient to derive molar masses (2).
In the following we will assume that all intensities and the corresponding signal areas corresponding to the light scattering instrument are extrapolated to zero scattering angle.
For GPC/SEC-LS experiments, equation 1 and the above discussion holds true for each elution volume.
Offline Determination of dn/dc
From equation 1 it becomes clear that knowledge of the specific refractive index increment is essential to derive molar masses from light scattering. By measuring the refractive index of the solvent and for a series of different sample concentrations, the refractive index increment dn/dc can be derived by plotting the refractive index difference between sample solution and pure solvent versus sample concentration. The slope of the plot yields dn/dc. An example is shown in Figure 1.
However, the precision of a simple Abbè refractometer is insufficient to derive dn/dc with the required accuracy. A differential refractometer is therefore required. Another problem of dn/dc determination arises from the fact that in mixed solvents or salt solutions, the macroscopically determined dn/dc is not identical to the refraction index difference responsible for light scattering (3–6). Therefore, dialysis of the sample solutions is required before dn/dc determination in ternary systems. This makes correct dn/dc determination in ternary systems labourâ and time-intense, raising the costs for each analysis.
Online dn/dc Determination Using a Calibrated RI Detector
An alternative is the use of a calibrated refractive index (RI) detector in a GPC/SEC-LS experiment. As in most GPC/SECâLS experiments, an RI detector is used in conjunction the LS instrument to determine the concentration at each GPC slice; no additional investment is needed. However, the refractometer needs to be calibrated in the solvent the GPC/SEC experiment is performed in. This calibration is done by injecting a known amount of a reference sample, for which dn/dc is known in the eluent applied. Often the same sample is also used to calibrate the light scattering detector itself.
Since the response of the RI detector is proportional to the product of concentration and dn/dc, the total area under the RI signal (ARI) can be written:
[2]
Here, minj is the total injected mass, which can be calculated from the injected concentration and the injection volume (minj = cinj × Vinj). kRI is the instrument constant of the RI detector.
According to the second line of equation 2 the instrument constant is derived by dividing the area of the RI signal by the product of injected mass and the reference material’s (Ref) dn/dc. Once the instrument constant is known, the injection of a known amount of the analyte (sample) allows determination of the analyte’s dn/dc using the last part of equation 2. The requirements that need to be fulfilled to use the approach of a calibrated RI detector are:
1. A reference material of known dn/dc in the solvent under investigation must be available.
2. Both analyte and reference material must elute completely from the column at the given chromatographic conditions.
However, in GPC/SEC the use of solvents containing additives or salts is not unusual. For these solvent systems-and sometimes even for pure solvents-a suitable reference material of known dn/dc is often not available. In this case it is difficult to apply this approach.
GPC/SEC-LS Without Knowing Any dn/dc
A new approach to calibrate GPC/SEC-LS setups has been reported recently (7). The approach allows the complete GPC/SEC-LS setup to be calibrated based solely on the molar mass of a reference material. Neither the dn/dc of the analyte nor of the reference material is required. Also, the calibration can be performed even if the refractive index of the solvent at the laser wavelength is unknown.
It was shown that the following relation holds true for GPC/SEC-LS setups with RI detection if the sample and the reference material are run under the same conditions (7).
[3]
Here ALS,ref and ALS,sample are the areas of the light scattering peaks of the reference material and the sample, respectively. Likewise ARI,ref and ARI,sample correspond to the RI peak areas. The injected masses of reference material and sample are denoted minj,ref and minj,sample, and can be calculated from the injected concentration and injection volume. Mw,ref is the weight average molar mass of the reference material.
According to equation 3 only the molar mass of the reference material and the injected masses need to be known. The detector areas are measured.
Although equation 3 is written for the weight average molar mass of the sample, it can similarly be applied to calculate the molar mass at each elution volume. It should be stressed that the required reference material need not be of identical chemical structure to the sample being analyzed to derive the correct molar mass. This is in distinct contrast to a conventional GPC/SEC calibration, where the standards must be chemically identical to the analyte.
However, it should also be stressed that equation 3 was obtained assuming full recovery for the sample and for the reference material-similar to equation 2.
In Figure 2 the concentration profile and the dependence of molar mass on elution volume are shown for a broadly distributed PMMA in DMAc/LiBr. The molar masses were derived using the dn/dc-free approach. The evaluation of molar masses for the broadly distributed PMMA results in Mw = 202,000 Da, which is in good agreement with the expected molar mass of 206,000 Da. The evaluation of a large number of polymers of different chemical structure in various solvents revealed that the results of the dn/dc-free evaluation are of equal accuracy to those obtained using a calibrated RI detector (7).
Summary
References
Wolfgang Radke studied polymer chemistry in Mainz, Germany, and Amherst, Massachusetts, USA, and is head of the PSS application development department. He is also responsible for instrument evaluation and for customized trainings.
E-mail: WRadke@pss-polymer.comWebsite:www.pss-polymer.com
2024 EAS Awardees Showcase Innovative Research in Analytical Science
November 20th 2024Scientists from the Massachusetts Institute of Technology, the University of Washington, and other leading institutions took the stage at the Eastern Analytical Symposium to accept awards and share insights into their research.
Inside the Laboratory: The Richardson Group at the University of South Carolina
November 20th 2024In this edition of “Inside the Laboratory,” Susan Richardson of the University of South Carolina discusses her laboratory’s work with using electron ionization and chemical ionization with gas chromatography–mass spectrometry (GC–MS) to detect DBPs in complex environmental matrices, and how her work advances environmental analysis.
AI and GenAI Applications to Help Optimize Purification and Yield of Antibodies From Plasma
October 31st 2024Deriving antibodies from plasma products involves several steps, typically starting from the collection of plasma and ending with the purification of the desired antibodies. These are: plasma collection; plasma pooling; fractionation; antibody purification; concentration and formulation; quality control; and packaging and storage. This process results in a purified antibody product that can be used for therapeutic purposes, diagnostic tests, or research. Each step is critical to ensure the safety, efficacy, and quality of the final product. Applications of AI/GenAI in many of these steps can significantly help in the optimization of purification and yield of the desired antibodies. Some specific use-cases are: selecting and optimizing plasma units for optimized plasma pooling; GenAI solution for enterprise search on internal knowledge portal; analysing and optimizing production batch profitability, inventory, yields; monitoring production batch key performance indicators for outlier identification; monitoring production equipment to predict maintenance events; and reducing quality control laboratory testing turnaround time.
Infographic: Be confidently audit ready, at any time and reduce failures in pharma QC testing
November 20th 2024Discover how you can simplify the audit preparation process with data integrity dashboards that provide transparency to key actions, and seamlessly track long-term trends and patterns, helping to prevent system suitability failures before they occur with waters_connect Data Intelligence software.
Critical Role of Oligonucleotides in Drug Development Highlighted at EAS Session
November 19th 2024A Monday session at the Eastern Analytical Symposium, sponsored by the Chinese American Chromatography Association, explored key challenges and solutions for achieving more sensitive oligonucleotide analysis.