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@INPROCEEDINGS{Wiegand:1008813,
      author       = {Wiegand, Simone and Mohanakumar, Shilpa and Briels, Willem},
      title        = {{T}hermodiffusion of aqueous salt solutions: {H}ofmeister
                      {S}eries and overlapping hydration shells},
      reportid     = {FZJ-2023-02485},
      year         = {2023},
      abstract     = {MotivationOur study of ionic solutes is motivated by the
                      most important practical application of thermodiffusion,
                      where it is used to monitor protein-ligand reactions.
                      Proteins are complex molecules that contain ionic as well as
                      non-ionic groups. While non-ionic solutes in water have been
                      extensively studied recently (Niether and Wiegand, 2019),
                      ionic solutes' concentration and temperature dependence have
                      not been investigated systematically. For non-ionic
                      compounds, a strong correlation between thermodiffusion and
                      hydration was found (Niether and Wiegand, 2019). Figure 1:
                      Schematic comparison of the temperature dependence of ST for
                      non-ionic and ionic solutes at different concentrations: low
                      (dotted line), intermediate (dashed line), and high (solid
                      line).Comparison of non-ionic and ionic solutesWe found one
                      striking difference between non-ionic and ionic solutes
                      looking at the effect of concentration on the temperature
                      dependence of the Soret coefficient $S_T,$ as illustrated in
                      Fig. 1 (Mohanakumar et al. 2021). For a typical non-ionic
                      solute in water, the behavior of ST changes from increasing
                      with temperature to decreasing with temperature as the
                      concentration increases. This is correlated with the
                      hydration of the solutes which decreases as the
                      concentration increases. Only very hydrophilic non-ionic
                      solutes have ST values that increase with temperature for
                      all concentrations. In contrast, the Soret coefficients of
                      ionic solutes show the typical temperature dependence of
                      very hydrophilic solutes over the entire concentration
                      range. For salts with a high degree of dissociation we might
                      have a tightly bound first hydration layer, which leads to a
                      highly hydrophilic entity. For less dissociated salts it
                      might be explained by cluster formation of the salts with
                      increasing concentrations. Even at high salt concentrations
                      the clusters as a whole are hydrated at their surfaces by
                      water, but the total exposure to water is less as the
                      surface decreases when more ions are part of larger
                      clusters. Figure 2: (a) SiT values of all studied systems
                      plotted as functionof log P. Note, that log P is the sum of
                      an ionic and non-ionic contribution. First order polynomials
                      of concentration and temperature have been used to fit the
                      data using Eq.1. (b) Sequence of the anions based on SiT for
                      the two investigated cations in comparison with the
                      Hofmeister series.Anion and Cation influence on ST We
                      investigated systematically the concentration and
                      temperature dependence of the thermodiffusion of aqueous
                      solutions of various potassium and sodium salts (Mohanakumar
                      et al. 2021, Mohanakumar et al. 2022a). To describe the
                      temperature and concentration dependence we used an
                      empirical Ansatz suggested by Wittko and Köhler (Wittko and
                      Köhler,
                      $2007)S_T\left(m,T\right)=\alpha\left(m\right)\beta\left(T\right)+S_T^i$
                      (1)With polynomial serial expansions for
                      $\alpha\left(m\right)$ and
                      $\beta\left(T\right)\alpha\left(m\right)=\alpha_1m+\alpha_2m^2+\alpha_3m^3+\cdots\bigm\beta\left(m\right)=1+b_1\left(T-T_0\right)+b_2\left(T-T_0\right)^2+\cdots$
                      (2) m is the molality, $T_0$ is an arbitrary reference
                      temperature, set to $T_0=25°C$ and $S_T^i$ is a temperature
                      and concentration independent constant. Note, that we set
                      $a_0=0$ as it is strongly coupled to $S_T^i.$ We could
                      describe the temperature and concentration dependence of
                      $S_T$ of various potassium and sodium salts in water using
                      Eq.(1). In Figure 2(a) we display the adjustable parameter
                      $S_T^i$ as function $of\$ $\log{P},$ with P being the ratio
                      of the equilibrium concentration of the solute (salt) in
                      octanol and in water. So, a negative $\log{P}$ signifies
                      stronger hydrophilicity. We find for all investigated salts
                      a linear correlation between $S_T^i$ $and\log{P}.$ This
                      implies that also, for ionic solutes, hydrophilicity plays
                      an important role. If we compare with the hydrophilicity
                      scale of the Hofmeister series, we find a good agreement
                      except for the thiocyanate anion, which should be, according
                      to Hofmeister, the most hydrophobic anion. In brief, we can
                      state that the hydration of the ions plays a significant
                      role.Overlapping hydration shellsVarious salts in water
                      exhibit non-monotonic variations of the Soret coefficient
                      $S_T$ with concentration, which is not understood on a
                      microscopic level. We investigated the thermodiffusive
                      properties of aqueous solutions of sodium iodide, potassium
                      iodide and lithium iodide, using thermal diffusion forced
                      Rayleigh scattering in a concentration range of 0.5 – 4
                      mole per kg of solvent and a temperature range of 15 to
                      45°C (Mohanakumar et al. 2022b). In all three cases $S_T$
                      has a minimum at $m_{min}=1$ mole per kg of solvent. We
                      develop an intuitive picture in which the relevant objects
                      are the fully hydrated salt molecules (FHP), including all
                      water molecules that behave differently from bulk water. Our
                      hypothesis is that these FHPs form a random close packing at
                      $m_{min},$ which implies that the outer hydration shell
                      start to touch as indicated in Figure 3. Preliminary,
                      somewhat sketchy calculations indicate that indeed Soret
                      coefficients begin to rise beyond $m_{min}.$ Indications are
                      given as to why the model will fail at large concentrations.
                      Figure 3: Hydrated salt molecules overlapping with
                      increasing concentration. The green–red sphere represents
                      the bare salt molecule, after adding the blue shell of
                      strongly attached water molecules we get the salt particle
                      (HSP), while after adding next the outer light blue shell of
                      perturbed water we arrive at the hydrated salt molecule,
                      called FHP. At concentrations above mmin the outer shells
                      overlap as shown on the right side.ConclusionsWe have
                      studied the thermophoretic properties of various salts in
                      water over a range of temperatures and concentrations.
                      Although the temperature dependence of the Soret coefficient
                      of the ionic compounds does not change in the same
                      pronounced way as function of their hydrophilicity observed
                      for non-ionic solutes, we find a linear correlation between
                      $S_T^i$ and $\log{P}.$ Most likely, the hydration shell of
                      ionic solutes is more tightly bound to the ions than in the
                      case of non-ionic solutes, so we find a similar temperature
                      dependence of the Soret coefficient for all concentrations.
                      Additionally, overlapping of the hydration shells might also
                      be responsible for the occurrence of a minimum of $S_T$ with
                      concentration. However, this hypothesis needs to be
                      quantified by computer simulations. AcknowledgementsWe thank
                      Fernando Bresme, Jan Dhont and Jutta Luettmer-Strathmann for
                      fruitful and helpful discussions. ReferencesD. Niether, S.
                      Wiegand, Thermophoresis of biological and biocompatible
                      compounds in aqueous solution, J. Phys. Condens. Matter, 31,
                      503003 (2019).S. Mohanakumar, J. Luettmer-Strathmann, S.
                      Wiegand, Thermodiffusion of aqueous solutions of various
                      potassium salts, J. Chem. Phys., 154, 84506 (2021).S.
                      Mohanakumar, S. Wiegand: Towards understanding specific ion
                      effects in aqueous media using thermodiffusion The Eur.
                      Phys. J. E 45(2), 10 (2022a).G. Wittko, W. Köhler, On the
                      temperature dependence of thermal diffusion of liquid
                      mixtures, Europhys. Lett. 78, 46007 (2007).S. Mohanakumar,
                      H. Kriegs, W. J. Briels, S. Wiegand, Overlapping hydration
                      shells in salt solutions causing non-monotonic Soret
                      coefficients with varying concentration PCCP 24, 27380
                      (2022b).},
      month         = {May},
      date          = {2023-05-29},
      organization  = {15th International Meeting on
                       Thermodiffusion, Tarragona (Spain), 29
                       May 2023 - 1 Jun 2023},
      subtyp        = {After Call},
      cin          = {IBI-4},
      cid          = {I:(DE-Juel1)IBI-4-20200312},
      pnm          = {5241 - Molecular Information Processing in Cellular Systems
                      (POF4-524)},
      pid          = {G:(DE-HGF)POF4-5241},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/1008813},
}