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Table I.

Principles, advantages and drawbacks of existing methods for the determination of effective diffusion properties in cheese-like matrices.

Technique Principle Model Advantages Drawbacks Refs.
Infinite cylinder in contact with a perfectly mixed solution A semi-infinite cylinder of the matrix, initially free from the diffusing solute, is in contact:
  • either with a well-stirred solution containing a constant concentration C s of the solute at the interface

  • or with another semi-infinite cylinder of matrix containing a concentration C s of the solute

  • One-dimensional diffusion

  • macroscopic scale

  • measurement of the concentration profiles of the migrating solutes along the x axis as a function of time

  • effective diffusion coefficient with Fick’s second law of diffusion

  • Maxwell-Stefan diffusivities with the Maxwell-Stefan multicomponent approach

  • Can be adapted for various small molecules

  • easy to implement

  • Destructive and low resolution: thin slicing of the sample gives spatial resolution of > 1 mm

  • slow: several days of diffusion

  • a lot of analyses are required to obtain concentration profiles as a function of the distance and the time

  • a large number of assumptions are required when using the Maxwell-Stefan multicomponent approach

  • lack of physical interpretation of the Maxwell-Stefan diffusivities

[29] [61] [85] [23]
Touching semi-infinite cylinders
Diffusion cell A slab of matrix is placed in between two compartments of perfectly mixed solutions A and B of different solute concentrations
  • One-dimensional diffusion

  • macroscopic scale

  • evaluation of the solute quantity having migrated through the product slab in a given time

  • effective diffusion coefficient with Fick’s second law of diffusion

  • Quite inexpensive

  • can be adapted to a large range of products

  • can be adapted to a multicomponent system (simultaneous diffusion of several components)

  • Slow: several days of diffusion

  • accurate determination of solute concentrations is required in both compartments

[20] [89] [90] [88]
SL-NVRK
  • Based on the on-line monitoring of release kinetics of NaCl from a matrix containing a salt concentration C s into water

  • a conductivity probe, immersed in the well-stirred aqueous solution, continuously measured the electrolytes released until thermodynamic equilibrium


  • One-dimensional diffusion

  • macroscopic scale

  • effective diffusion coefficient with Fick’s second law of diffusion


  • Non-destructive

  • non-invasive

  • easy and fast (no analytical technique to quantify concentrations)


  • Lack of specificity of the measure with the conductivity probe

  • modelling difficulties because of the two unknown parameters: the effective diffusion coefficients of salt and of the other electrolytes of the product

  • can be applied to ionic solutes only


[46] [47]
PFG-NMR
  • Based on the attenuation of individual proton resonances under the influence of linear field gradients

  • the amplitude of the signal is directly related to the self-diffusion coefficient of the molecule


  • Microscopic scale

  • measurement of the self-diffusion coefficient of small molecules (random translational motion of molecules driven by internal kinetic energy)


  • No initial gradient of concentration

  • non-destructive

  • non-invasive

  • promising approach for characterizing the structural modifications during the coagulation process


  • High cost

  • difficulty to sample the product in the thin NMR tubes

  • high complexity of the spectral data obtained with real food products

  • difficulty to establish the physical link between the self-diffusion coefficient and the effective diffusivity estimated with classical methods


[13] [55] [56] [16] [22]
NMR imaging
  • Imaging technique used primarily in medical settings to produce high-quality images of the inside of the human body

  • MRI is based on the principles of NMR

  • MRI primarily images the NMR signal from the hydrogen nuclei. 23Na-MRI is based on the paramagnetic properties of the naturally occurring 23Na isotope

  • Microscopic scale

  • measurement of the self-diffusion coefficient of water or Na

  • or visualization of water or Na distribution

  • No initial gradient of concentration

  • non-destructive

  • non-invasive

  • High cost

  • complex calibration and data handling work

  • insensitive technique to molecules with low mobility

  • difficulty to establish the physical link between self-diffusion coefficient and effective diffusivity

[79] [78] [45]
FRAP technique
  • A certain region within a fluorescently labelled sample is irreversibly photobleached with a short intense light pulse

  • measurement of the fluorescence recovery inside the bleached area as a result of diffusional exchange of bleached fluorophores by unbleached molecules

  • Microscopic scale

  • analysis of the fluorescence recovery inside the bleached area with Fick’s law of diffusion

  • effective diffusion coefficient and fraction of mobile species

  • No initial gradient of concentration

  • simple

  • non-destructive and slightly invasive

  • High cost: a CLSM is necessary

  • the migrating molecule has to be fluorescent or it must be marked by a fluorescent probe

  • not adapted to complex and opaque media like cheese

[57] [14] [43]