Open Access Article
Michael A.
Short
a,
Alexey V.
Verkhovtsev
b,
Theodoros
Pavloudis
ac,
Richard E.
Palmer
*a and
Andrey V.
Solov’yov
b
aNanomaterials Lab, Mechanical Engineering, Swansea University, Bay Campus, Fabian Way, Swansea SA1 8EN, UK. E-mail: R.E.Palmer@Swansea.ac.uk
bMBN Research Center, Altenhöferallee 3, 60438 Frankfurt am Main, Germany
cSchool of Physics, Faculty of Sciences, Aristotle University of Thessaloniki, GR-54124 Thessaloniki, Greece
First published on 7th October 2025
We investigate the thermal stability and melting of a monolayer-protected Au25Cys18 cluster using classical reactive molecular dynamics simulations. While the enhanced thermal stability of thiol ligand-protected gold clusters compared to corresponding unprotected gold clusters is well known, the mechanism of melting of the protected clusters has not yet been studied in detail. Our results demonstrate that the covalent bonding of the thiol ligands in a Au25Cys18 cluster stabilises the gold core against thermally induced isomerisation and melting. The Au25Cys18 cluster undergoes a melting phase transition at temperatures of ∼580–760 K, which exceeds by approximately 400 K the melting temperature of a bare Au25 cluster. The loss of thermal stability of the ligand-protected cluster occurs through an interplay of the metal core melting and the cascade evaporation of cysteine (Cys) ligands on the nanosecond timescale. The simulation results are validated by comparison with the results of ab initio calculations and relevant experimental data.
Thiol-protected gold clusters have been experimentally synthesised with well-defined numbers of atoms,13 some of the most stable and widely studied being Au25(SR)18, Au38(SR)24, Au102(SR)44, and Au144(SR)60 (where SR stands for a thiolate ligand).14–18 These systems consist of a metal core protected by a heavily reconstructed surface layer based on Au–S structural bonding. The most common motif is typically referred to as a “Au–S staple”.12 Au25(SR)18 clusters have been studied experimentally with a variety of thiolate ligands9,10,19 and have shown high resistance to thermal stress, core etching and spontaneous decomposition.20–22 As a result, Au25(SR)18 clusters are versatile for biomedical applications, including biolabeling, photothermal cancer therapy and high-resolution in vivo imaging.9,19 Successful biomedical investigations have focused mainly on glutathione-protected Au25 clusters [Au25(SG)18].
Another attractive ligand with similar bio-functional capabilities is the amino acid L-cysteine (Cys; chemical formula C3H7NO2S). Cysteine is the only amino acid with a terminal thiol group, which allows formation of covalent bonds with the gold clusters, while its amine and carboxyl functional groups enable conjugation to bioactive elements, such as tumour-targeting drugs, DNA, and proteins including antibodies. Au25Cys18 nanoclusters have been synthesized within 10 minutes via a simple protection–deprotection wet chemical method.20 More recently, Au25Cys18 nanoclusters were synthesised even faster in a tube-in-tube membrane reactor.23 In the later study, these clusters exhibited antibacterial activity and were shown to enhance the photobactericidal effects of crystal violet treated silicone.
Computational modelling greatly complements experimental analysis of the structure, dynamics, and properties of thiol-protected gold clusters. Most computational studies of such clusters have been performed using density functional theory (DFT), which has provided insight into the geometries and electronic structure of specific clusters of different sizes.24–29 Much less attention has been paid to the study of the thermal stability and thermally-induced structural and phase transitions in such clusters, which is obviously relevant to some applications. While the thermodynamic properties and melting of bare metal clusters have been extensively studied both experimentally30–34 and theoretically,35–39 a much smaller number of studies have investigated the corresponding behaviour of functionalised metal clusters.
From an experimental point of view, thermal stability of thiolated gold clusters has been studied using several methods, such as differential scanning calorimetry, thermogravimetric analysis, EXAFS spectroscopy and transmission electron microscopy, which enabled to determine and characterise the cluster decomposition temperatures, the loss of ligands and the changes in cluster size and structure.22,40,41 In the rare computational studies,42,43 the thermodynamic stability and melting of Au25(SH)18 and Au38(SR)24 clusters have been investigated by ab initio molecular dynamics (MD). The inherent high computational cost of the ab initio MD method has limited the achievable temporal scales to several tens of picoseconds, resulting in the use of very high heating rates (∼40–50 K ps−1) in the simulations.43 However, the study of the thermal stability and thermally-induced phase and structural transitions in nanosystems requires the consideration of much longer time scales, which can be achieved using the classical MD method.35
In this paper, we investigate the thermal stability and melting of a monolayer-protected Au25Cys18 cluster using classical reactive MD simulations. The thermal stability of the cluster is studied over a wide temperature range from 0 to 1000 K. It is found that the binding of the cysteine ligands to the gold cluster stabilizes the latter against isomer transitions and melting. As a result, the ligand-protected Au25Cys18 cluster undergoes the melting phase transition in the temperature range of ∼580–760 K, which is ∼400 K higher than the melting temperature of a bare/unprotected Au25 cluster. The major thermal response of the Au25Cys18 cluster structure is the sequential desorption of the cysteine ligands, leading to rapid melting of the gold cluster. The desorption of ligands begins stochastically in the similar temperature range of ∼580–760 K and is not site-specific. The simulation results are validated by comparison with the results of DFT calculations and experimental data.
Classical MD simulations have been performed using the MBN Explorer software package51 for multiscale modelling of the structure and dynamics of complex molecular and nanoscale systems.35,52 MBN Studio,53 a multitasking toolkit and a dedicated graphical user interface for MBN Explorer, has been used to prepare input files and analyse the simulation results. The initial geometry of the cluster was taken from the optimised structure obtained from the DFT calculations.
Interactions between all gold atoms have been described using the many-body Gupta potential54 with the parameters taken from ref. 55. To enable the detachment of ligands from the metal core, Au–S bonds have been described using the reactive CHARMM (rCHARMM) force field56 implemented in MBN Explorer. All other interatomic interactions within the ligands have been described using the standard (non-reactive) CHARMM27 force field for proteins.57 The interaction parameters are listed in the SI, see Tables S1–S3.
To properly account for the Au–S bonding in the form of “staple” structures, two types of gold atoms corresponding to the inner Au13 core and 12 surface atoms of the Au25 cluster have been defined, as shown in Fig. 1. Atoms of the inner icosahedron (shown in orange colour) form a covalent bond with one sulphur atom each. 12 surface gold atoms (shown in green colour) form covalent bonds with two sulphur atoms each.
The parameters of the bonded and non-bonded interactions between gold atoms and sulphur atoms were taken from ref. 58. These parameters were successfully used in the previous studies59,60 for the structural characterisation of gold nanoparticles functionalized with poly(ethylene glycol) ligands. The molecular topology and CHARMM force field parameters for cysteine were obtained using the SwissParam web-service.61 Partial atomic charges in cysteine molecules were determined by the natural bond orbital (NBO) analysis using the Gaussian 16 software package.62 The hydrogen atom was then removed from the thiol group of each cysteine, and the cumulative charge sitting on all the removed hydrogen atoms (+0.179|e| per atom according to the performed DFT calculations) was redistributed equally among all the 25 gold atoms to maintain electrical neutrality of the entire cluster. Since 18 hydrogen atoms were removed in total, each gold atom has acquired a partial charge of (+0.179|e| × 18/25) ≈ +0.129|e|.
The optimised structure of the Au25Cys18 cluster was then used as the starting geometry for MD simulations of the cluster dynamics in a wide range of temperatures from 0 K to 1000 K. A series of successive simulations were performed to heat the cluster in a stepwise manner in steps of 20 K. For each temperature, the cluster dynamics was simulated for 4 ns using a Langevin thermostat, a damping time of 1 ps, and an integration time step of 1 fs. The total simulation time is thus equal to 200 ns, which is two orders of magnitude longer than the simulation times in previous ab initio MD simulations of the heating and melting of thiolated gold clusters.42,43
Similar complementary simulations were performed to investigate the melting of a bare Au25 cluster. The initial cluster structure was taken from the Cambridge Cluster Database63 and corresponds to the global energy minimum for Au25, as calculated using the Sutton–Chen interatomic potential.64 This cluster structure was annealed to 300 K and optimised using the Gupta potential to generate the initial geometry for the present simulations. The bare Au25 cluster was heated from 0 to 1000 K in 20 K steps, with the same simulation parameters as for the Au25Cys18 cluster. Additional benchmark simulations were also performed (see SI, Fig. S2), where the heating of the Au25 cluster in 20 K steps was simulated via a series of consecutive 10 ns and 20 ns-long runs. Thus, the total simulation time for heating from 0 to 1000 K was equal to 500 ns and 1000 ns, corresponding to heat rates of 2 K ns−1 and 1 K ns−1, respectively.
The structure of the ligand-protected Au25 cluster is characterised by six [–S–Au–S–Au–S–] ‘staples’ that surround an icosahedral Au13 core.14,19 To characterise the structure of Au25Cys18, several distinct groups of distances between gold atoms and Au–S bond lengths were identified and quantitatively analysed, as shown in Fig. 1. The (Au–Au)1 group refers to the distance between the central gold atom and 12 atoms of the icosahedral Au13 core, see Fig. 1(a). The (Au–Au)2 group defines the distances between two neighbouring atoms on the shell of the icosahedral Au13, see Fig. 1(b). The (Au–Au)3 group defines the distances between the gold atoms in each Au–S ‘staple’, see Fig. 1(c). The Au–S ‘staple’ structure is characterised by two groups of Au–S bond lengths: the (Au–S)1 group includes the bonds between sulphur atoms of the ligands and the gold atoms of the Au13 icosahedron (Fig. 1(d)), while the (Au–S)2 group includes the sulphur atoms bonded to the 12 outer gold atoms (Fig. 1(e)).
The Au–Au interatomic distances and Au–S bond lengths for the optimised geometry of Au25Cys18, obtained using the classical interatomic potentials, are listed in Table 1 (see the column labelled “classical”). The calculated values are compared with the corresponding values obtained from the DFT-based geometry optimisations of Au25Cys18 (this work) and of a structurally similar Au25(SH)18− cluster,42 as well as with the results of experimental characterisation of another structurally similar Au25(SCH2CH2Ph)18 cluster obtained by X-ray diffraction (XRD) methods.14
The interatomic Au–Au distances determined from classical and DFT optimisation calculations are in close agreement (within 0.05 Å) with the experimental values. The slightly larger distances obtained by DFT are to be expected, as the PBE functional is known to overestimate bonding.65 The Au–S bond lengths in the structures obtained from DFT and classical optimisation calculations are also in agreement with each other, with the experimental data14 and with the results of previous DFT calculations42 to within ∼0.08 Å. The slight difference in the (Au–Au)3 distances and the Au–S bond lengths may be due to the different ligands considered in this and the cited studies and to the different charge states of the cluster (neutral cluster in this study vs. singly charged anion in ref. 14 and 42). To complete the characterisation of the cluster structure, we also evaluated the angle between three sulphur atoms in each [–S–Au–S–Au–S–] ‘staple’. The resulting average value of (116.3 ± 1.2)° is close to the value of 109.3° obtained by DFT in ref. 42.
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Fig. 2(a) shows the RMSD averaged over all gold atoms in the Au25Cys18 cluster (solid blue symbols) and in the bare Au25 cluster (open green symbols) as a function of temperature. Each data point represents the mean value at a given temperature, computed from five independent MD simulations, with error bars indicating the standard error of the mean. For the ligand-protected Au25Cys18 cluster, the RMSD slowly increases from ∼0.1 Å to 0.5 Å at temperatures below ∼560 K, indicating the stability of the entire structure. As the temperature increases from 0 K to 560 K, the increased amplitude of thermal vibrations causes the cysteine ligands to reorient to different conformational states but the inner Au13 core and the Au–S ‘staples’ do not undergo any major structural changes.
At temperatures of ∼580–760 K, the RMSD for Au25Cys18 increases rapidly by an order of magnitude, indicating that the ligand-protected cluster has undergone a phase transition. Above 760 K, the averaged RMSD fluctuates around a value of ∼5 Å, suggesting that the gold cluster has melted and remains in a liquid-like state. In contrast, the RMSD of a bare Au25 cluster (green symbols) increases rapidly at significantly lower temperatures. It begins to rise between ∼100 and 200 K, and then rises more quickly between ∼200 and 300 K. Above 300 K, the RMSD for the bare Au25 cluster stabilises at a value of ∼5 Å, thus suggesting that the cluster has transformed into a liquid-like state. The results of five independent simulations also reveal the temperature range over which melting occurs for each cluster type. The RMSD values for the bare Au25 cluster show minimal deviation from the mean RMSD. In contrast, the cysteine-protected Au25Cys18 cluster exhibits a broader melting temperature range of ∼580–760 K, as indicated by the respective standard error bars.
To verify the melting temperature values obtained from the analysis of RMSD, we also analysed the melting of ligand-protected and bare Au25 clusters according to the Lindemann criterion.66,67 This criterion states that a system undergoes a melting phase transition when the ratio of the root-mean-square displacement of atoms with respect to the average equilibrium interatomic distance exceeds a certain threshold, indicating a loss of long-range order. This threshold depends on several factors such as crystal structure, bonding, and system size, with typical values being in the range of ∼0.10–0.15.67–69
Following the approach used in previous MD-based studies of the melting of nanoscale systems,70–72 the melting of Au25Cys18 and Au25 clusters was quantified via the Lindemann ratio, Δ:
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It is worth noting that the question of evaluating the Lindemann parameter for different bulk materials and finite-size systems has been widely discussed in the literature for several decades. A broad range of values for the Lindemann parameter, from ∼0.03 to 0.24, has been reported.73,74 At the same time, a narrower range of values, from ∼0.08 to 0.15, has often been used to characterize the melting of metal clusters and nanoparticles.69,75–77 Regarding finite-size gold systems, several studies have reported values of the Lindemann index of ∼0.08–0.10 corresponding to the onset of melting of the Au561 and Au55 clusters.78,79 A similar range of values (approximately 0.07–0.10) has also been reported in an MD simulation of the melting of a larger-size gold nanoparticle containing 3538 atoms.80 Finally, ref. 81 explored the idea that the Lindemann parameter could be linked to the periodic groups of the periodic table, with an exact value for each element belonging to a given periodic group. The study81 reported 12 distinctive values of the Lindemann coefficient corresponding to 12 groups of the periodic table containing solid elements with identifiable melting temperature. For group 11 (Cu, Ag, and Au), the reported value of the Lindemann parameter is 0.108, close to the above-mentioned values obtained from MD simulations for finite-size gold nanosystems. Based on the above considerations, we have concluded that a “universal” value of Δ = 0.10 would be suitable for the analysis presented in this study. The aim of this analysis is to complement and verify the evaluation of melting temperatures obtained from the temperature dependence of RMSD (see Fig. 2(a)). A more detailed quantitative analysis of the Lindemann criterion for the studied systems goes beyond the scope of this study.
The temperatures at which the calculated Lindemann ratio for each system exceeds the threshold value differ significantly, ∼240 K for the bare Au25 cluster and ∼660 K for the Au25Cys18 cluster. Comparison of these values with Fig. 2(a) shows good agreement between the temperatures at which a sharp rise in the RMSD of gold atoms occurs and the temperatures at which the Lindemann ratio exceeds the chosen threshold value. This supports the interpretation that the melting of the Au25 and Au25Cys18 clusters occurs at the temperature ranges of ∼200–300 K and ∼580–760 K, respectively.
The predicted melting temperature of Au25 is close to the melting temperatures of slightly larger gold clusters (Au30–Au50), as determined by MD simulations using the Gupta potential.79 Reported values of melting temperature vary from (260 ± 50) K for Au35 to (330 ± 20) K for Au50. Further discussion of the melting point of the Au25 cluster is provided in the SI.
As shown in Fig. 2(b), the Lindemann ratio for the ligand-protected Au25Cys18 cluster exhibits a more irregular dependence on temperature as compared to the smooth, monotonic dependence observed for the bare Au25 cluster. This irregularity reflects the different dynamics of the ligand-protected cluster at different temperatures. Between 0 K and ∼220 K, the Lindemann ratio for Au25Cys18 increases monotonically, suggesting that the gold atoms in the cluster vibrate thermally around their equilibrium positions. Above 220 K, the Lindemann ratio decreases, indicating a structural rearrangement of the gold cluster. This is further evidenced by changes in the RDFs, as shown in Fig. 3. Two narrow peaks at interatomic distances of ∼2.83 Å and 2.99 Å, which are present in the RDF at T = 200 K, merge into one broader peak centred at 2.87 Å at T = 300 K, indicating a structural rearrangement from the initial equilibrium geometry. The Lindemann ratio decreases until the temperature of ∼340 K, above which it begins to increase again. Between ∼400 K and 660 K, the Lindemann ratio for Au25Cys18 exhibits a similar trend to that observed in the bare Au25 cluster. The RDFs at temperatures between 300 K and 600 K do not vary significantly, and the cluster structure is preserved.
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| Fig. 3 Radial distribution function (RDF) for gold atoms of the Au25Cys18 cluster at different temperatures. | ||
In the selected MD simulation analysed in Fig. 2(b) and 3, the thermal vibrations of the gold atoms in Au25Cys18 become more pronounced above 600 K. According to the simulations performed, at 640 K, a sulphur atom in one of the Au–S ‘staples’ gains enough thermal energy to move to a different binding site on the Au25 surface. This causes reorganisation of the entire Au–S “staple”. As the temperature increases to ∼680 K, the displaced ligand detaches from the gold cluster, accompanied by a significant reorganisation of the Au atoms within the cluster. The presence of an unprotected region on the cluster surface, created when one cysteine ligand detaches, causes the entire gold cluster to melt rapidly. A similar physical picture was observed in four other simulations of Au25Cys18 heating. As shown in Fig. 2(a) and discussed above, the temperature at which the gold cluster in Au25Cys18 starts to melt varies across the simulations performed, ranging from 580 to 760 K. The results in Fig. 2(b) and 3 therefore provide a characteristic quantitative analysis of the melting process.
As can be seen in Fig. 4(a), the selected (Au–S)1 and (Au–S)2 bond distances practically do not change during the first ∼2 ns of the considered trajectory segment, with values of (2.40 ± 0.06) Å. This is followed by a sharp increase of the d[(Au–S)1] distance to ∼5.1 Å, indicating the displacement of the cysteine ligand from its original binding site. The d[(Au–S)2] distance remains unchanged during this displacement until the time instant of ∼10.7 ns, when the ligand gains sufficient energy to desorb from the cluster surface. This is indicated by a sharp increase in both d[(Au–S)1] and d[(Au–S)2] distances.
The ligand displacement and subsequent detachment events can be correlated with changes of the Lindemann ratio and the RDFs, shown in Fig. 2(b) and 4(b). The calculated Lindemann ratio for the gold atoms of the Au25Cys18 cluster exceeds the threshold value of Δ = 0.1 at ∼640 K, after which one cysteine ligand is displaced to a different binding site, causing a restructuring of the gold atoms. This restructuring is indicated by the broadening and merging of the RDF peaks labelled by the dashed lines 1 and 2 (see the RDFs for the segments 0–2 ns and 2–4 ns in Fig. 4(b)). Until the ligand detachment (∼10.7 ns), the RDF peaks labelled 2, 3 and 4 remain unchanged. Once the ligand has detached (see the RDF for the t = 10–12 ns segment), peak 3 broadens into peak 2, while peak 4 also broadens and becomes less distinct compared with the RDFs for other segments.
At temperatures above ∼700 K, the remaining ligands begin to sequentially detach from the Au25 cluster surface. This process is not site-specific and the ligands desorb from the gold cluster randomly. The desorption of a larger number of ligands causes further structural rearrangement of the gold cluster, as seen by the variation of the Lindemann ratio in Fig. 2(b). Interestingly, in the simulations performed, the Au25 cluster did not lose integrity due to ligand desorption. This observation is in contrast to the results of a previous experimental study of the desorption of dodecathiol ligands from a Au(111) surface.82 According to that study, dodecathiol ligands can weaken the bonding between the surface Au atoms and the Au atoms in the bulk region, causing surface Au atoms to detach together with the ligands. In the present study, however, we saw no indication of such behaviour. This can be explained by the twofold difference in the binding energy between an outer gold atom and other gold atoms in the Au25 cluster (∼4.3 eV) and the Au–S bond dissociation energy (∼2.2 eV).
The results of this study can be discussed in connection to the previous experimental studies of the thermal stability of ligand protected gold clusters.22,40,41 It was found in these studies that thermal decomposition of the ligand-protected clusters, including Au25(SR)18, occurs at temperatures of ∼470–520 K, with some small variations due to cluster size and its charge state. In the present simulations, the lowest temperature at which the first ligand detachment was observed is 580 K, which is reasonably close to the reported experimental values. Another experimental study83 concluded that the threshold temperatures for the thermal stability of ligand-protected clusters may depend on the ligand type and can vary up to 80 K for different ligands. On this basis, one can conclude that the results of the present simulations agree reasonably well with the experimental data. As demonstrated for the bare Au25 cluster (see SI, Fig. S2), increasing the simulation time by a factor of five does not change the melting temperature of the cluster. Similar behaviour can also be expected for the Au25Cys18 cluster.
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