Abstract
Inorganic salts usually demonstrate simple phasal behaviors in dilute aqueous solution mainly involving soluble (homogeneous) and insoluble (macrophase separation) scenarios. Herein, we report the discovery of complex phase behavior involving multiple phase transitions of clear solution – macrophase separation – gelation – solution – macrophase separation in the dilute aqueous solutions of a structurally well-defined molecular cluster [Mo7O24]6− macroanions with the continuous addition of Fe3+. No chemical reaction was involved. The transitions are closely related to the strong electrostatic interaction between [Mo7O24]6− and their Fe3+ counterions, the counterion-mediated attraction and the consequent charge inversion, leading to the formation of linear/branched supramolecular structures, as confirmed by experimental results and molecular dynamics simulations. The rich phase behavior demonstrated by the inorganic cluster [Mo7O24]6− expands our understanding of nanoscale ions in solution.
Similar content being viewed by others
Introduction
Inorganic salts in their dilute aqueous solutions usually demonstrate simple phase transitions—between a homogeneous solution and a macrophase separation (aka. soluble and insoluble). The addition of extra electrolytes often decreases the solute’s solubility and favors phase separation (precipitation). This common understanding might become invalid when dealing with soluble ions with larger sizes, e.g., on nanometer scale (macroions). Due to their large sizes and multiple charges, macroions are known to moderately attract counterions around the macroions (counterion association) at moderate level. This delicate electrostatic interaction leads to many more fascinating solution behaviors not seen in simple ionic solutions or colloidal suspensions.
Polyoxometalates (POMs) are a type of metal-oxo clusters with inherent charges and large surfaces; many of them stay as macroions with fully hydrophilic surfaces, uniform shapes, and intact molecular structures in dilute solution, which make them ideal models for exploring of the solution properties of macroions1,2,3,4. The POM clusters, like many macroions, can loosely attract their counterions, selectively favoring those with higher valance or those monovalent ions with smaller hydrated sizes accurately. This counterion association is known to generate counterion-mediated attraction among the POMs and often form 2-D nanolayers. Eventually, the nanosheets will bend and close the edge, forming hollow, spherical, single-layered blackberry structures, when the nanosheets are large enough and their edge energy surpass the bending energy5,6,7. In addition, the macroion-based hydrogels from retained 2-D nanosheets are observed when the nanosheets are further stabilized either by sigma-π interaction or Stronger counterion-mediated attraction8,9 makes bending more difficult, leading to blackberry structure with larger sizes, or no bending at all, leaving the standalone 2-D sheets in solution, which eventually form hydrogels due to their large extended volumes. However, this general trend would not be applicable with poorly charged clusters. With carrying only a few charges, they cannot form 2-D sheets via counterion-mediated attraction, especially with multivalent countercations. An important question is whether and how such clusters attract with each other, and if yes, what are the consequent self-assembly and phase behaviors in their aqueous solutions.
Herein, we report the discovery of a homogeneous inorganic hydrogel system with [Mo7O24]6− (Mo7) clusters as the modular units together with multivalent cations, such as Fe3+ and Y3+. More interestingly, the gel phase belongs to a sequence of complex phase transitions from clear solution to precipitation, to homogenous hydrogel, then to solution phase again, until an eventual precipitation, with the addition of multivalent electrolytes. The distinct phenomena can be attributed to the continuous addition of Fe3+ causing charge inversion of Mo7 macroions, and then followed by a 1-D fiber-like supramolecular structure formation, as confirmed by various techniques and molecular dynamics simulations.
Results
In a clear, dilute 2.5 mL aqueous solution of (NH4)6[Mo7O24] (0.02 mol/L), precipitation is observed when adding 2.5 mL of Fe(NO3)3 (0.1 mol/L), indicating that the solubility of Mo7 decreases with the presence of Fe(NO3)3 (pH~0.9). With the titration of more volume of Fe(NO3)3, solid precipitates disappeared and the solution turned to a hydrogel phase. The hydrogel phase can form within the concentration ratio of Mo7:Fe3+ ranging from 1:5 to 1:10 (pH~0.3). However, when the concentration ratio of Mo7:Fe3+ was 1:5, the gel in olive green color was not transparent. We assumed that part of Fe3+ was reduced to Fe2+ due to NH4+. To obtain the homogeneous transparent gel, we further explored more parameters and obtained the transparent yellow gel with Mo7:Fe3+ being 1:10. The XPS data for Fe 2p orbital is divided into three integrated peaks, the peaks at 712.2 and 726.1 eV belong to Fe 2p3/2 and Fe 2p1/2 of Fe3+, respectively (Supplementary Fig. 1a). The following characterization was for this transparent gel. The yellow hydrogel was further confirmed by the time-sweep rheology analysis (Supplementary Fig. 1b), as the storage modulus (G′) turned out to be constantly higher than the loss modulus (G″). Interestingly, when even more Fe3+ ions were added, the hydrogel was dissolved again and turned into a clear solution. This upper solution phase covers a broad range of Fe3+ concentration in the phase diagram (Fig. 1) until after ~3.5 mol/L Fe3+ ions were added, phase separation was observed again.
The whole phase transition processes of solution – precipitation – hydrogel – solution – precipitation is very unusual for the aqueous solution of a common soluble inorganic ion. Two issues need much attention in the phase diagram – the gelation and the two separated solution phases at different Fe3+ concentrations. A simple estimate on a dilute (0.02–0.16 mol/L) Mo7 aqueous solution indicates that they would not form gel if they exist as individual clusters due to their long average inter-cluster distance. Gelation requires the formation of certain open, anisotropic supramolecular structures. The question is what driving forces are responsible for triggering the self-assembly and consequently the hydrogel formation. To address this, the electronic and coordination structures of the metal components in Mo7–Fe complexes were explored by using X-ray absorption spectroscopy (XAS). The near-edge absorption energies between dried Mo7–Fe complexes and Fe2(MoO4)3 standards (Fig. 2a, c) showed high similarity, proving Fe3+ and Mo6+ in the gel. Remarkably, the Mo–O–Fe bond was not found in the Mo7–Fe hydrogel10, illustrating that the hydrogel formation isn’t based on covalent bonding between Mo7 and Fe3+ (Fig. 2b and 2d). Meanwhile, the hydrogel is also observed when titrating Y(NO3)3 into Mo7 aqueous solution, while Co2+ and Ni2+ cannot trigger gelation and the aqueous solution remains in its liquor state. As indicated by Coulomb’s law, the electrostatic force is proportional to the charge of two ions. We assumed that due to the less charge (compared to Fe3+), the divalent Co2+ and Ni2+ ions cannot form gel with Mo7 in an aqueous solution.
To understand how the clusters assembled into supramolecular structures in the solution, static light scattering (SLS) and dynamic light scattering (DLS) measurements were executed to elucidate the size of intriguing Mo7–Fe assemblies. The significant scattered intensity increments at the small time-scales shown in Fig. 2e indicated the formation of large structures in the Mo7–Fe3+ solution. At the beginning (1 min) of mixing Mo7 solution and Fe3+ cations, the average hydrodynamic radius (Rh) of Mo7–Fe assemblies determined by the DLS was ~78 nm (Fig. 2f). With time evolution, a new peak representing a larger Rh value appeared while the original one decayed, indicating the formation of larger supramolecular structures in Mo7 solution with the presence of Fe3+.
Considering that this supramolecular interaction occurred between charged species, zeta potential of the Mo7–Fe3+ aggregates was conducted. Unexpectedly, we found that the negatively charged {Mo7}6− clusters changed sharply to be positively charged with increasing Fe3+ content (Fig. 2g), implying that the outer surface of Mo7 clusters was rapidly covered by Fe3+ cations, leading to a charge neutralization and even a charge reversal, suggesting the association of excess amount of Fe3+. Gelation region occurs around the region of neutral charge, suggesting the critical role of electrostatic interaction on the phase transitions. Meanwhile, in the upper solution region, the Mo7 clusters are clearly positively charged in nature; indicating that the enhanced solubility of Mo7 due to abundant positive charges is responsible for the upper solution phase.
Isothermal titration calorimetry (ITC) was employed to quantify the interactions between Mo7 clusters and various cations (Fe3+, Y3+, Co2+ and Ni2+), and to clarify why some cations can trigger the gelation while some others cannot. A pronounced enthalpy change was observed in Mo7–Fe system, indicating strong interaction between Mo7 and Fe3+, as shown in Supplementary Fig. 2a and 2e. Slightly weaker interaction between Mo7 and Y3+ was observed than that of Mo7/Fe3+ (Supplementary Fig. 2a–d), likely because Y3+ possesses a larger hydrated ionic size (5.32 Å) than Fe3+ (4.80 Å). Mo7 interacts with Co2+ or Ni2+ insufficiently, which was suggested by the negligible heat release in Mo7–Co and Mo7–Ni titrations. This explains that Mo7 is unable to form hydrogels with these two cations even Co2+ (hydrated ionic radius of 4.23 Å) and Ni2+ (hydrated ionic radius of 4.04 Å) are smaller than that of Y3+ (Supplementary Fig. 2e), indicating the importance of cationic valence on the Mo7–cation interaction. However, by adding a small amount of ethanol into Mo7–Co or Mo7–Ni aqueous solutions (Supplementary Fig. 2e), gelation could occur because of the enhanced association of divalent cations around Mo7. According to Coulomb’s law, when ethanol was added into the aqueous solution containing Mo7 and Co2+/Ni2+, the dielectric constant of the solution is lowered and meanwhile, the electrostatic force is enhanced. When the extent of ion association reaches a certain threshold11, the Mo7–Fe or Mo7–Y gel network could form spontaneously. It is noted that the typical morphologic characteristics of this percolating ionic gel network are the formation of large branched aggregates, which will be discussed later.
The cryogenic scanning electron microscopy (cryo-SEM) (Fig. 3a) and cryo-TEM images (Fig. 3b) revealed extensive entanglements of uniform long-chain structures of Mo7–Fe aggregates in the hydrogels, which should be responsible for the gelation. The branched structures could be conserved even in the dried Mo7–Fe gel shown by the SEM (Supplementary Fig. 3). The assemblies of Mo7–Fe are further subjected for small-angle X-ray scattering (SAXS) studies for its non-destructive feature during sample characterization. The power law observed at low-q region of SAXS, I(q) ∝ q−1.4, suggests the feature of semi-flexible long-chain for the Mo7–Fe assemblies (Fig. 3c and Supplementary Fig. 4), similar to the homogalacturonan oligomers with polymerization degrees of 6 and 1012. In the high q regime of SAXS curves, the form factor of Mo7 cluster remains intact in the data of Mo7–Fe hydrogel without crystalline diffraction peaks, implying that Mo7 clusters are uniformly dispersed in the chain structures. Meanwhile, in situ optical microscopy studies also conformed these results (Fig. 3d).
To better elucidate the temporal dynamics in the formation of Mo7–Fe aggregates, we performed diffusing wave spectroscopy (DWS) experiment. The dynamic structure factor could not reach zero for gel, indicating the existence of frozen-in concentration fluctuations and non-ergodicity of the systems. The shapes of intensity correlation function (ICF) changed drastically from a stretched exponential to power-law behavior at the gelation threshold (Supplementary Fig. 5)13. This verifies the formation of fractal aggregates and loosely tied networks in the Mo7–Fe solution, which is consistent with the model of percolating ionic gel network11.
Overall, the mechanism of gelation of Mo7–Fe3+ in aqueous solution (Fig. 4) can be proposed as follows: (i) the anionic Mo7 clusters could instantly interact with Fe3+ cations to form Mo7–Fe aggregates due to the strong electrostatic attraction; (ii) with the continuous addition of Fe3+ cations and \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) anions, the branched Mo7–Fe aggregates overcharged, turned to positively charged, and then rearranged into 1-D fiber-like supramolecular structure, and then formed homogenous Mo7–Fe hydrogels; and (iii) when adding excessive Fe3+ and \({{{{{{\rm{NO}}}}}}}_{3}^{-}\), the Mo7–Fe cationic complexes becomes more soluble, making the Mo7–Fe hydrogels redissolved and be back to solution phase.
Molecular Dynamics (MD) simulations have been intensively applied to study the structural properties of the aqueous solutions of [Mo7O24]6− polyoxometalate14,15,16,17, which provide important insights into the understanding of such relative systems on the molecular level. Herein, coarse-grained MD simulations were performed using LAMMPS18 to be compared with experimental results; please see the model [Supplementary Fig. 6a] and simulation details in Supporting Information. We coarse-grain the ionic species and water molecules as spherical beads and draw upon the Stockmayer fluid model to consider the dipolar nature of the solvent molecules. This classical model can account for the multi-body correlations among the ion-ion, ion-(dipolar) solvent, and solvent-solvent interactions on relatively large time and length scales, which has proven to be a robust strategy for exploring physicochemical natures of ion-containing mixed solutions19,20,21. We started our analysis from the evolution of the ionic sol–gel transitions. Figure 5a shows the typical simulation snapshots for the ionic sol–gel transition in the (NH4)6[Mo7O24]/Fe(NO3)3 solution at MD time steps of t = 103, 104, and 106, where the concentrations of (NH4)6[Mo7O24] and Fe(NO3)3 in the mixed solution are set as c1 = 0.2 [M] and c2 = 1.6 [M], respectively, and the structure factors of ionic species Si(q) and radial distribution functions of Mo7 and \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) around each Fe3+ during the ionic gel formation are shown in Fig. 5b–d. With the simulation evolution, the peak position of Si(q) exhibited a significant increase at small q, which illustrated the clustering of the ionic species and the formation of the ionic microphase. Accordingly, the significant variations in peaks of g(r) at r > 4 Å shown in Fig. 5c, d and Supplementary Fig. 6b illustrated the dominant contribution of the multivalent ions (i.e., Mo7 and Fe3+) as well as the significant amount of monovalent \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) and \({{{{{{\rm{NH}}}}}}}_{4}^{+}\) in the formation of the ionic gels. Further, in Fig. 5e, the calculated diffusion coefficients (D) for various components in the mixed solution revealed that all ionic species apparently slowed down with simulation evolution due to gelation. We then explored the effects of (c2) on the ionic sol–gel transition at a fixed. As shown in Fig. 5f, with increasing Fe(NO3)3 concentration c2 from c2/c1 = 1 to 4 at c1 = 0.2 [M], the associated Fe3+ ions around each Mo7 exhibited a gradual increase, until the percolation probability of the ionic species in the mixture increased to 1.0, demonstrating the formation of gel-like structure caused by the enhanced electrostatic correlation between ionic species. The structure factors of ionic species at different ionic compositions (Fig. 5g) show that the multivalent ions (Mo7 and Fe3+) as well as the monovalent \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) ions served as the key components for gel formation. However, in the absence of the plentiful number of \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) ions, the multivalent ions (Mo7 and Fe3+) only tended to form clustering structures as shown by the surge of S(q) at q ~ 0, rather than the gelation network structures. This analysis confirms the role of \({{{{{{\rm{NO}}}}}}}_{3}^{-}\) in bridging the overcharged cationic Mo7–Fe complexes via counterion-mediated attraction, fully consistent with our experimental results.
Discussion
In summary, we report complex phase transitions involving solution – precipitation – gelation – solution – precipitation, in a POM-based aqueous solution with the addition of simple electrolytes (Fe(NO3)3). The Mo7 anions could spontaneously reverse to be positively charged with excessive Fe3+. The molecular origin of the gelation is attributed to 1-D branched structures, due to the counterion-mediated attraction between positively charged Mo7–Fe complex and anions (\({{{{{{\rm{NO}}}}}}}_{3}^{-}\)). These branched Mo7–Fe micro-aggregates could be rearranged to form gelation or achieve redissolution. To our knowledge, this is the first observation of such complex phase transitions for inorganic ions—demonstrating two distinguished solution phases completely different in nature, separated by a gel phase, all regulated by non-covalent intermolecular interactions. These simple, fundamentally important rules enable us to speculate that similar physical behaviors could be observed in many other pure inorganic solution systems, which could open up new areas in basic research and potential applications.
Methods
Reagents
Iron nitrate nonahydrate (Fe(NO3)3·9H2O), ammonium molybdate tetrahydrate ((NH4)6Mo7O24·4H2O), and cobalt nitrate hexahydrate (Co(NO3)2·6H2O) were purchased from Aladdin. Nickel nitrate hexahydrate (Ni(NO3)2·6H2O) was purchased from Tianjin Yongsheng Fine Chemical Co., Ltd. Yttrium (III) nitrate hexahydrate (Y(NO3)3·6H2O) was purchased from Macklin. All of them were of analytical reagent grade and used as received without any further purification and deionized water (MillQ, 18.2 MΩ) was used throughout this study.
Preparation of Mo7–Fe assemblies
In order to obtain Mo7–Fe system, a certain amount of Mo7 was mixed with a certain amount of Fe3+ in an aqueous solution. Typically, Fe(NO3)3·9H2O (1444 mg) and (NH4)6Mo7O24·4H2O (442 mg) were dissolved in 2.5 mL of deionized water, respectively. The mixture of the above solution was stirred for 10 min, leading to the formation of a yellow clear solution at room temperature. The solution was left for 3 mins to form the Mo7–Fe hydrogel within the system.
Dynamic shear rheology
Rheological measurements were performed on a rotated rheometer (AR 2000ex, TA Instrument, America). Time-sweep tests were performed at 25 °C with the frequency and strain fixed at 10 Hz and 2%, respectively.
X-ray absorption spectroscopy (XAS)
The Mo and Fe K-edge X-ray absorption fine structure was collected at the 1W1B beamline of the Beijing Synchrotron Radiation Facility.
Static light scattering (SLS) and dynamic light scattering (DLS)
A commercial Brookhaven Instrument light scattering spectrometer with a solid-state laser (OBIS LX 633 nm 70 mW) and a BI 9000AT digital correlator, was used for both the static light scattering (SLS) and dynamic light scattering (DLS) measurements at a fixed angle (90). The temperature of the sample chamber was maintained at room temperature during the measurements. The intensity-intensity time correlation functions were analysed by the constrained regularized (CONTIN) method. The average apparent translational diffusion coefficient, D, was determined from the normalized distribution function of the characteristic line width, Γ(G). The average hydrodynamic radius (Rh) was converted from D through the Stokes-Einstein equation: Rh = kT/6πηD, where k was the Boltzmann constant and η was the viscosity of the solvent at temperature (T).
Non-ergodic gels were analysed by DLS, and the asymptotic behavior of time-intensity correlation function near the gelation point could be described by the following functions:
where σI2, the initial amplitude of ICF; A, the fraction of the collective diffusion mode; D, the diffusion coefficient of the fast mode; τc, the characteristic time for the stretched exponential mode; β, stretched exponent (0 < β < 1); τ*, the characteristic time where the power law behavior appears; and n, the fractal dimension of scattered photons (0 < n < 1).
Zeta potential analysis
A Brookhaven Instruments commercial ZetaPALS analyzer was used to measure the zeta potential of Mo7–Fe assemblies in sample solutions. The analyzer was equipped with a 35-mW solid-state laser operating at 660 nm. According to the instrument design, particles with diameters from 10 nm to 30 µm (depending on particle density) and zeta potential ranging from −150 to +150 mV could be measured, and the data accuracy and repeatability were both ±2% for dust-free samples.
Isothermal titration calorimetry (ITC)
ITC measurements were conducted using a standard volume Nano ITC isothermal titration calorimeter (TA Instruments) with a 1.0 mL Hastelloy C sample cell and 250 μL syringe. The experiments were carried out at 25 °C by using 25 consecutive injections of 10 μL. A rotation rate of 250 rpm was used to ensure the proper, continuous mixing of solutions in the chamber. In all experiments, the background heat was subtracted to reach the final results. Fitting was performed using NanoAnalyze software provided by TA Instruments. The independent binding site model was applied to analyze the results which provided the binding number and interaction energy between Mo7 and different salts.
Electron microscope (EM) analysis
Optical images were performed on a Zeiss Microscopy with a system control panel (SYCOP 3). The cryogenic scanning electron microscopy (cryo-SEM) images of Mo7–Fe hydrogel were observed using Hitachi Regulus 8100 scanning electron microscopy (SEM). Scanning electron microscope (SEM) images of dried Mo7–Fe gel were obtained from the field emission SEM (Hitachi S-4800, Japan). The hydrogel was flash-frozen in liquid nitrogen and dried in a freeze dryer overnight. The cryogenic transmission electron microscopy (cryo-TEM) images of Mo7–Fe hydrogel were observed using JEOL JEM-3200FSC.
Small-angle X-ray scattering (SAXS)
SAXS data were collected using a two-dimensional wide-angle X-ray diffraction instrument equipped with the Home Lab system of Rigaku. For monodisperse interacting particles, the total scattering intensity was a function of their single-particle form factor P(q) and structure factor S(q) and could be written as:
where the scattering intensity I(q) was measured as a function of scattering vector q; nm, the number density of scattering particles; Δρ, the difference of scattering length density of particles from the solvent; V, the scattering particle volume; P(q), the form factor which depends on the shape and size of scattering particles; S(q), the structure factor, accounting for the inter-particle interactions between the neighboring scattering particles; and IB, the background intensity.
The net scattering intensity of the particles Ir(q) could be derived from the total observed scattering intensity (I(q)) by subtracting background scattering for the following equation:
where IB was the scattering intensity of the solvent-filled container.
Diffusing wave spectroscopy (DWS)
The DWS experiments were performed in backscattering geometry. Diode laser with high coherence length and low noise (λ = 685 nm, output power 40 mW, LGK 7665, LASOS Lasertechnik GmbH) was expanded is expanded by a lens so that it illuminates an area of incident face that is wider than l*. The central part of the beam was uniform illumination on the curvette side. The laser beam impinged perpendicularly on the side of the curvette. The hydrogel was contained in quartz cuvettes of thickness 10 mm.
Data availability
The experiment data that support the findings of this study are available within the article and its Supplementary Information file. Source data are provided with this paper.
References
Miras, H. N., Yan, J., Long, D.-L. & Cronin, L. Engineering polyoxometalates with emergent properties. Chem. Soc. Rev. 41, 7403–7430 (2012).
López, X., Carbó, J. J., Bo, C. & Poblet, J. M. Structure, properties and reactivity of polyoxometalates: a theoretical perspective. Chem. Soc. Rev. 41, 7537–7571 (2012).
Assaf, K. I. & Nau, W. M. The chaotropic effect as an assembly motif in chemistry. Angew. Chem. Int. Ed. 57, 13968–13981 (2018).
Virovets, A. V., Peresypkina, E. & Scheer, M. Structural chemistry of giant metal based supramolecules. Chem. Rev. 121, 14485–14554 (2021).
Liu, Z., Liu, T. & Tsige, M. Unique symmetry-breaking phenomenon during the self-assembly of macroions elucidated by simulation. Sci. Rep. 8, 13076 (2018).
Yin, P., Li, D. & Liu, T. Solution behaviors and self-assembly of polyoxometalates as models of macroions and amphiphilic polyoxometalate–organic hybrids as novel surfactants. Chem. Soc. Rev. 41, 7368–7383 (2012).
Yang, Y., Raee, E., Zhou, Y. & Liu, T. in Supramolecular Assemblies Based on Electrostatic Interactions (eds Aboudzadeh, M. A. & Frontera, A.) 55–84 (Springer, Switzerland, 2022).
Yang, Y. et al. Standalone 2-D nanosheets and the consequent hydrogel and coacervate phases formed by 2.5 nm spherical U60 molecular clusters in dilute aqueous solution. J. Phys. Chem. B 125, 12392–12397 (2021).
Yang, Y. et al. Nanosheets and hydrogels formed by 2 nm metal–organic cages with electrostatic interaction. ACS Appl. Mater. Interfaces 12, 56310–56318 (2020).
Qu, W. et al. Single-atom catalysts reveal the dinuclear characteristic of active sites in NO selective reduction with NH3. Nat. Commun. 11, 1532 (2020).
McEldrew, M., Goodwin, Z. A. H., Bi, S., Bazant, M. Z. & Kornyshev, A. A. Theory of ion aggregation and gelation in super-concentrated electrolytes. J. Chem. Phys. 152, 234506 (2020).
Mansel, B. W. et al. Resolving solution conformations of the model semi-flexible polyelectrolyte homogalacturonan using molecular dynamics simulations and small-angle x-ray scattering. Eur. Phys. J. E 42, 19 (2019).
Martin, J. E., Wilcoxon, J. & Odinek, J. Decay of density fluctuations in gels. Phys. Rev. A 43, 858–872 (1991).
Serapian, S. A. & Bo, C. Simulating the favorable aggregation of monolacunary keggin anions. J. Phys. Chem. B 120, 12959–12971 (2016).
Segado, M., Nyman, M. & Bo, C. Aggregation patterns in low- and high-charge anions define opposite solubility trends. J. Phys. Chem. B 123, 10505–10513 (2019).
Sole-Daura, A. et al. How does the redox state of polyoxovanadates influence the collective behavior in solution? A case study with [I@V18O42](q-) (q = 3, 5, 7, 11, and 13). Inorg. Chem. 58, 3881–3894 (2019).
Centellas, M. S. et al. Exploring the self-assembly of dumbbell-shaped polyoxometalate hybrids, from molecular building units to nanostructured soft materials. Chem. Sci. 11, 11072–11080 (2020).
Plimpton, S. Fast parallel algorithms for short-range molecular dynamics. J. Comput. Phys. 117, 1–19 (1995).
Zhu, Z. et al. Low-noise nanopore enables in-situ and label-free tracking of a trigger-induced DNA molecular machine at the single-molecular level. J. Am. Chem. Soc. 142, 4481–4492 (2020).
Stockmayer, W. H. Second virial coefficients of polar gases. J. Chem. Phys. 9, 398–402 (1941).
Liang, J. et al. Structure and dynamics of ions in dipolar solvents: a coarse-grained simulation study. Soft Matter 17, 6305–6314 (2021).
Acknowledgements
The authors gratefully acknowledge the financial support from the National Natural Science Foundation of China (Nos. 21975097, 21871042, 21673098, 51975245 and 22073094), Key Science and Technology R&D Projects of Jilin Province (2020C023-3), Program of Jilin University Science and Technology Innovative Research Team (2020TD-03), Natural Science Foundation of Jilin Province (Grant No. 20200201083JC), Jilin Provincial Education Department (Grant No. JJKH20201169KJ), the Jilin Provincial Science & Technology Department (20190303039SF, 20210402059GH), the Science and Technology Plan Projects of Yunnan Province (No. 202101BC070001-007) and the Major Science and Technology Projects for Independent Innovation of China FAW Group Co., Ltd (No. 20220301018GX). T.L. acknowledges support from the National Science Foundation (NSF CHE1904397 and EFRI E3P2132178) and The University of Akron.
Author information
Authors and Affiliations
Contributions
Z.W., S.L., T.L., and H.Z. conceived and designed the study. S.L., Z.L., T. L. and H.Z. supervised the project. Z.W., Y.Y., and P.Y. conducted the experiments and analyzed the data. X.D. performed the MD simulations. Z.W., S.L., X.D., T.L. and H.Z. wrote the manuscript. All of the authors provided input and reviewed the manuscript.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Communications thanks the anonymous reviewer(s) for their contribution to the peer review of this work. A peer review file is available.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Source data
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Wang, ZD., Liang, S., Yang, Y. et al. Complex phase transitions and phase engineering in the aqueous solution of an isopolyoxometalate cluster. Nat Commun 14, 2767 (2023). https://doi.org/10.1038/s41467-023-38455-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41467-023-38455-z
This article is cited by
-
Structural Properties of Ions and Polyelectrolytes in Aqueous Solutions under External Electric Fields: The Sign Effect
Chinese Journal of Polymer Science (2024)
-
Dimensional regulation in gigantic molybdenum blue wheels featuring {(W)Mo5} motifs for enhanced proton conductivity
Nano Research (2024)
-
Polyoxometalate-based flexible conductive materials with superionic conductivity
Science China Chemistry (2024)
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.