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European Biopharmaceutical Review

Aggregation Analysis

Bob Carr and Andrew Malloy at NanoSight Limited discuss the direct visualisation, sizingand counting of aggregation in proteins through the use of nanoparticle tracking analysis

Characterising the state of aggregation in proteins is of paramount importance when trying to understand biopharmaceutical product stability and efficacy. Product quality, both in terms of biological activity and immunogenicity, can be highly influenced by the state of protein aggregation.

A wide variety of aggregates are encountered in biopharmaceutical samples, with a range of sizes and characteristics (for example, soluble or insoluble, covalent or noncovalent, reversible or irreversible). Protein aggregates span a broad size range, from small oligomers (nanometres) to insoluble micron-sized aggregates that can contain millions of monomer units. Protein aggregation can occur at all stages in the manufacturing process (cell culture, purification and formulation), storage, distribution or handling of products. It results from various kinds of stress, such as agitation and exposure to extremes of pH, temperature, ionic strength, or various interfaces (for example, air-liquid interface). High protein concentrations (as in the case of some monoclonal antibody formulations) can further increase the likelihood of aggregation.

Aggregation therefore needs to be carefully characterised and controlled during development, manufacture and subsequent storage of a drug substance and formulated product. Similarly, by monitoring the state of aggregation, modification and optimisation of the production process can be achieved.

The technology to handle this application is provided in a new laser-based system applying nanoparticle tracking analysis (NTA). This allows nanoscale particles, such as protein aggregates, to be directly and individually visualised and counted in liquid in real-time, from which highresolution particle size distribution profiles can be obtained. The technique is fast, robust, accurate and low-cost, offering an attractive alternative or complement to existing methods of nanoparticle analysis such as dynamic light scattering (DLS) (also known as photon correlation spectroscopy (PCS)) or electron microscopy.

IMAGING PROTEIN AGGREGATES

NTA offers a unique insight into protein aggregation in the range of 30nm to 1,000nm. Having visually inspected the sample for the presence of aggregated material (see Figure 1), the user can rapidly generate a particle size distribution profile and count (in terms of aggregate number concentration) of the aggregates seen (see Figure 2).

COVERING THE SIZE RANGE

Historically, a number of techniques have been used to characterise proteins and protein aggregation. Separation techniques are often used to discriminate proteins and protein aggregates, with further analysis performed on the separated sample.

Analytical techniques include: 
  • Dynamic light scattering (DLS) 
  • Multi-angle light laser scattering (MALLS) 
  • UV spectroscopy 
  • Light obscuration 
  • Micro-flow imaging (MFI) 
  • Nanoparticle tracking analysis (NTA)
Separation techniques include: 
  • Size exclusion chromatography (SEC) 
  • Field flow fractionation (FFF) 
  • Capillary electrophoresis (CE) 
  • Analytical ultracentrifugation (AUC)
Sub 30nm

It is common to find SEC paired with DLS, MALLS or UV spectroscopy. Size exclusion chromatography can be used to separate protein monomers from aggregates. Subsequent analysis using DLS, for example, can produce accurate size and molecular weight analysis for purified fractions. There is no separation above the exclusion limit of the SEC column, and as such bulk analysis systems such as DLS become less well-suited. MALLS analysis can help reduce the effect of larger aggregates in nonfractionated samples, but the technique requires interpretation.

30 to 1,000nm Range

NTA allows protein aggregates within the size range of 30 to 1,000nm to be individually imaged and sized by tracking their Brownian motion on a particle-byparticle basis. This form of analysis allows high resolution number distributions to be generated. This region is often poorly served by DLS, with a high concentration of protein monomer and a low number of large, bright aggregates often dominating the signal. While fractionation can be performed, for example with FFF to aide DLS analysis, the dilution that is often required for FFF can make this route undesirable due to the potential for further aggregation. Furthermore, dilution of these ‘mid-sized’ aggregates often takes them below the concentration sensitivity limit for DLS. The technique frequently requires no dilution as the 30-1000 nm protein aggregates often fall within the optimum concentration range for this experimental protocol.

The cut-off limit of the technique (approximately 30nm for protein aggregates) means that it is well suited to complement SEC/DLS or SEC/UV above the exclusion limit of SEC. The upper limit of the technique represents the point at which conventional single particle imaging and obscuration techniques become applicable.

With no prior separation of aggregates, DLS would typically produce a bimodal result for the aggregated sample shown in Figure 3. The primary peak would be formed from the large number of monomeric particles, while the secondary peak would be formed by very large aggregates which scatter significant intensities of light. A poorly resolved DLS analysis would show no particles between these points despite their existence as the primary monomeric particles and the few larger aggregates would dominate the signal.

While NTA would be unable to measure the primary monomeric size as the particles would fall below the detection limit of the technique, above 30nm, the technique provides particle-by-particle analysis of protein aggregates, uniquely forming a high-resolution number distribution of aggregated particles.

Shear Stress

In this example, a virus was correctly measured by NTA at 45nm diameter (see Figure 4a). However, following agitation of the same sample by shaking it for a few seconds, shear stress was seen to have induced aggregation in the virus sample. Note the change in scale of the normalised vertical axis shows a drop in particle concentration on aggregation (approximately 80x106 particles per millilitre to approximately 50x106 particles per millilitre). Such information is unavailable to other ensemble light scattering techniques such as DLS (2).

Heat Stress

In this example, a sample of IgG was heat stressed at 50ºC for 35 minutes in the sample chamber and the aggregation followed in real-time using the batch capture facility in the NTA programme. In Figure 5, the size distribution (middle panels) with the corresponding NTA video frame (left panels) and 3D graph (size versus intensity versus concentration; right panels) are shown.

Aggregation Following Dilution in Different Quality Waters

In this example, two nanoparticle sample types (chitosan nanoparticles and gold calibration nanoparticles) were diluted in waters of varying quality. 

  • Tap-water (from a hard-water area) 
  • Deionised water (for use in batteries) 
  • High purity, reagent grade (18MΩ) water

A) Chitosan Nanoparticles

Firstly, samples of chitosan nanoparticles (a bioadhesive polysaccharide) developed for use in drug delivery applications (supplied by IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto) were diluted in the three water types shown above and the size of population measured immediately on dilution and after five to 10 minutes. The effect of reduction of ion and mineral content in water on aggregation can be clearly seen in Figure 6.

B) Gold Nanoparticles (NIST Standards)

Calibrated 30nm gold particles (NIST) were diluted in the same three types of water: tap, de-ionised and 18MΩ water (all free from nanoparticles) then analysed with the same concentration using NTA. Figure 7 shows that the degree of aggregation depends on water purity, with only the pure 18MΩ water causing no aggregation.

References
  1. Filipe V, Hawe A and Jiskoot W, Critical Evaluation of Nanoparticle Tracking Analysis (NTA) by NanoSight for the Measurement of Nanoparticles and Protein Aggregates, Pharmaceutical Research, 27(5): pp796-810, 2010
  2. Moser M, Emerging analytical techniques to characterise vaccines, Proc Intl Conf Vaccines Europe, December 2008
     

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Bob Carr, Chief Technical Officer and Founder of NanoSight, previously worked for 20 years at a leading government research establishment in Wiltshire, UK, before founding NanoSight in 2002. His background is in biodetection techniques employing laser optics and Microsystems, and has produced over 100 publications and patents. His current interests include nanoparticle detection techniques for application in the biotech and industrial chemical sectors.

Andrew Malloy was educated at the University of Liverpool where he completed a Masters degree in Biomedical Engineering. Andrew has worked for NanoSight for over four years and has an active role in many areas of research relating to product and applications development. He also has an active sales role within the company.
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