Particle Size Distribution Analysis

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Advanced Cryo-TEM Image Analysis for Accurate Particle Sizing

Semi-automated particle contouring and sizing provides precise particle size distribution measurement for a wide range of samples:

Comprehensive Particle Size Distribution Data

Particle size distribution analysis includes:  

  • Distribution curves
  • Mean AED  
  • Mean/max Feret diameters

Iron nanoparticle formulations can have sizing analysis performed on both the particles and dense cores.

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Samples We Can Perform Particle Size Distribution Analysis on

microscopic black and white image of adeno-associated virus (AAV) characterization with cryo-TEM
  • Adeno-Associated Virus (AAV)
  • Adeno-Associated Virus (AAV)
microscopic black and white image cryo-TEM imaging of adenovirus | nanoparticle characterization
  • Adenovirus
  • Adenovirus
  • Bacteriophage
  • Bacteriophage
  • Extracellular Vesicles & Exosomes
  • Extracellular Vesicles & Exosomes
  • Gold Nanoparticles
  • Gold Nanoparticles
microscopic black and white image of Human Papillomavirus (HPV) Characterization by cryo-TEM | nanoimaging services NIS
  • Human Papillomavirus (HPV)
  • Human Papillomavirus (HPV)
Iron Nanoparticle characterization by Cryo-TEM | nanoparticle characterization | nanoimaging services
  • Iron Nanoparticles
  • Iron Nanoparticles
microscopic black and white image of lentivirus characterization services with cryo-TEM | nanoimaging services
  • Lentivirus
  • Lentivirus
black and white microscopic image of doxorubicin encapsulated liposome nanoparticle characterization by cryo-TEM
  • Liposomes
  • Liposomes
  • Micelles
  • Micelles
  • Other Nanoparticle Samples
  • Other Nanoparticle Samples
  • Polymeric Nanoparticles
  • Polymeric Nanoparticles
  • Protein Based Nanoparticles
  • Protein Based Nanoparticles
  • Two Component Systems
  • Two Component Systems
  • Vesicular Stomatitis Virus
  • Vesicular Stomatitis Virus
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Particle size distribution analysis is an established procedure in many laboratories.

Assessment of the size distribution for particles in a given sample is an essential characterization step in pharmaceutical and biotechnology process validation & development, formulation development, and production. Particle size distribution is directly linked to many other product attributes and can affect their performance. 

However, standard nanoparticle sizing methods can feature lengthy procedures and/or be prone to bias introduced by contaminants. We have developed advanced image analysis software for semi-automated particle contouring and sizing that provides precise particle size distribution measurement for nanometer to sub-micron particles in heterogeneous and homogeneous sample solutions. These analyses help answer questions regarding batch or lot similarities and consistency, biosimilarity, and to reconcile results from size measurements obtained via other methods. This service can be used with negative stain and cryo-TEM techniques.

We’ve performed size distribution analysis on nearly 800 samples (predominantly liposomal/lipid nanoparticles (LNPs); vaccine, virus or virus-like particle (VLP) samples; and 'other' samples such as iron sucrose, micelles, and more.) Particle size distribution analysis includes distribution curves, mean AED, mean/max Feret diameters.

Example particle size distribution analysis of lipid nanoparticles, showing (A) LNPs at a magnification of 150,000x with 100nm scale bar; (B) Frequency histogram for particle area equivalent diameter (AED) metric distributions for the sample using a 10 nm size bin.; (C) Max Feret Diameter metric distributions for the sample. The top is the probability distribution function (PDF) and the bottom is the cumulative probability distribution (CDF); (D) Area equivalent diameter (AED) metric distributions for the sample. The top is the probability distribution function (PDF) and the bottom is the cumulative probability distribution (CDF).

Frequently Asked Questions

Can I see an example report for particle size distribution?

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How many particles do you count, or images do you analyze per sample or grid?

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