Characterization of nanopharmaceuticals with field-flow fractionation and light scattering (FFF-MALS-DLS)
Technical notes | | WatersInstrumentation
Advances in nanopharmaceutical delivery systems demand precise characterization of particle size, structure and composition. Conventional techniques such as dynamic light scattering (DLS) or electron microscopy face trade-offs between throughput, resolution and statistical robustness. Coupling field-flow fractionation (FFF) with multi-angle light scattering (MALS) and DLS addresses these limitations, offering automated, high-resolution separation and quantitation of nanoparticle populations, critical for formulation development, quality control and regulatory compliance.
This white paper describes the principles, instrumentation and applications of the FFF-MALS-DLS platform for nanopharmaceutical analysis. Key aims are to demonstrate:
The integrated system comprises:
FFF separates particles by balancing convective cross-flow against diffusion in a laminar channel, yielding size‐dependent retention times.
• Latex standards from 25 to 150 nm were baseline‐resolved, confirming high size selectivity.
• Influenza virus subpopulations were quantified in number and size, matching TEM counts within 5 %.
• Liposome samples (empty vs. drug‐loaded) exhibited identical hydrodynamic radii but distinct rms radii and shape factors, revealing core loading.
• Rod-like particles (e.g. nanotubes) were distinguished from spheres via angular light‐scattering fits.
• Conjugate analysis combining MALS and dual concentration detectors enabled quantitation of drug-to-carrier ratios.
• Encapsulation efficiency of small molecules in polymersomes was cross-validated by measuring free drug in the cross-flow outlet and nanoparticle mass shifts.
• Integration of electrophoretic FFF for charge and zeta-potential separation
• Real-time process analytics using ultraDAWN for in-flow monitoring of continuous manufacturing
• Expansion of detector arrays (e.g. Raman, mass spectrometry) for deeper compositional profiling
• Improved simulation software for virtual method development and robust flow modeling
FFF-MALS-DLS addresses critical needs in nanopharmaceutical characterization by combining size-based separation with multi-detector analysis. Its unique ability to resolve, quantify and structurally characterize nanoparticles makes it indispensable for R&D, QC and regulatory submissions in advanced drug delivery.
GPC/SEC
IndustriesPharma & Biopharma
ManufacturerWaters
Summary
Význam tématu
Advances in nanopharmaceutical delivery systems demand precise characterization of particle size, structure and composition. Conventional techniques such as dynamic light scattering (DLS) or electron microscopy face trade-offs between throughput, resolution and statistical robustness. Coupling field-flow fractionation (FFF) with multi-angle light scattering (MALS) and DLS addresses these limitations, offering automated, high-resolution separation and quantitation of nanoparticle populations, critical for formulation development, quality control and regulatory compliance.
Cíle a přehled studie
This white paper describes the principles, instrumentation and applications of the FFF-MALS-DLS platform for nanopharmaceutical analysis. Key aims are to demonstrate:
- Size‐based separation across 1–1 000 nm particles
- Quantitative size distributions, molar mass and concentration
- Structural insights including shape factor and encapsulation efficiency
- Workflows for liposomes, virus‐like particles and polymer carriers
Použitá metodika a instrumentace
The integrated system comprises:
- Eclipse™ FFF controller with separation channel and cross-flow membrane
- DAWN™ MALS detector for multi-angle scattering
- WyattQELS™ DLS module embedded within MALS for hydrodynamic sizing
- Optilab™ differential refractometer and optional UV/Vis or fluorescence detectors
- Standard HPLC components and VISION™ software for automated control and data analysis
FFF separates particles by balancing convective cross-flow against diffusion in a laminar channel, yielding size‐dependent retention times.
Hlavní výsledky a diskuse
• Latex standards from 25 to 150 nm were baseline‐resolved, confirming high size selectivity.
• Influenza virus subpopulations were quantified in number and size, matching TEM counts within 5 %.
• Liposome samples (empty vs. drug‐loaded) exhibited identical hydrodynamic radii but distinct rms radii and shape factors, revealing core loading.
• Rod-like particles (e.g. nanotubes) were distinguished from spheres via angular light‐scattering fits.
• Conjugate analysis combining MALS and dual concentration detectors enabled quantitation of drug-to-carrier ratios.
• Encapsulation efficiency of small molecules in polymersomes was cross-validated by measuring free drug in the cross-flow outlet and nanoparticle mass shifts.
Přínosy a praktické využití metody
- High statistical robustness from ensemble sampling and continuous fractionation
- Minimal sample preparation; FFF channel performs in-line cleanup and dialysis
- Automated fraction collection for off-line assays or process control
- Absolute sizing and molar mass without calibration standards
- Capability to monitor complex, multidisperse drug carriers and bioconjugates
Budoucí trendy a možnosti využití
• Integration of electrophoretic FFF for charge and zeta-potential separation
• Real-time process analytics using ultraDAWN for in-flow monitoring of continuous manufacturing
• Expansion of detector arrays (e.g. Raman, mass spectrometry) for deeper compositional profiling
• Improved simulation software for virtual method development and robust flow modeling
Závěr
FFF-MALS-DLS addresses critical needs in nanopharmaceutical characterization by combining size-based separation with multi-detector analysis. Its unique ability to resolve, quantify and structurally characterize nanoparticles makes it indispensable for R&D, QC and regulatory submissions in advanced drug delivery.
Reference
- Caputo et al., Mol. Pharm. 16 (2019)
- EUNCL NCL standards TS 21362, ASTM WK 68060
- Giddings, Sep. Sci. 1 (1966); Science 260 (1993)
- Wahlund & Giddings, Anal. Chem. 59 (1987)
- Wei et al., J. Virol. Methods 144 (2007)
- Palmer et al., Biophys. J. 85 (2003)
- Jahn et al., Langmuir 23 (2007)
- Gräfe et al., Nanoscale 6 (2014)
- Boye et al., J. Chromatogr. A 1217 (2010)
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