Qingzhong
Xue
*ab,
Nuannuan
Jing
b,
Liangyong
Chu
b,
Cuicui
Ling
b and
Hongxin
Zhang
a
aSchool of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, 100876, China
bCollege of Science, China University of Petroleum, Qingdao, Shandong 266555, People's Republic of China. E-mail: xueqingzhong@tsinghua.org.cn; Fax: 86-532-86983366; Tel: 86-532-86983366
First published on 25th May 2012
Using molecular dynamics (MD) simulations, we report a displacing method to release encapsulated molecules out of open-ended single-walled carbon nanotubes (SWNTs). The simulations indicated that encapsulated molecules such as water, DNA and indomethacin (IMT) molecules would be expelled from SWNTs by fillers such as C60 molecules and metal nanowires through a displacement process, which is attributed to the much stronger van der Waals interaction between SWNTs and fillers than that between SWNTs and encapsulated molecules. In order to quantitatively reveal the release process, the center of mass (COM) distances between encapsulated molecules (and fillers) and SWNTs were calculated. Furthermore, investigations of various energies indicated that the release process is spontaneous and the van der Waals force is the main drive for the release process. Moreover, some influencing factors such as nanotube diameter and length are discussed as well. This study provides a new method for the release of drugs/genes in the biomedical field, and provides valuable information for designing novel assembled nanoscale devices.
Within this context, how to release the encapsulated molecules out of SWNTs is another important practical issue which should be considered for applications. The possible employment of SWNTs in releasing molecules would have a wide range of applications such as novel biomedical therapies and nanopumping devices. Guest molecules would prefer to stay inside SWNTs because of the attractive interactions such as van der Waals interaction between them and the SWNTs.10 In other words, there is an energy barrier preventing encapsulated molecules inside SWNTs from running out of the hollow cavity of SWNTs. As a result, an effective driving mechanism is needed to expel the encapsulated molecules from SWNTs. Actually, transporting and releasing atoms or molecules inside SWNTs has been shown using a variety of actuation mechanisms, driven by electrical,14 optical,15 thermal16 or mechanical17,18 effects.
Several simulations of CNT-based molecule release systems have been performed by MD simulations. For instance, by extensive quantum mechanical MD simulations on an ideal model, Dai et al.14 showed that an electrically neutral fullerene ball or CNT inside an outer housing CNT can be driven to move when the housing tube is uniformly charged. Also, a laser-driven pump for atomic transport through a CNT was proposed based on the generation of electric current through the tube, which in turn would move ions in it by drag forces.15 In addition, a methodology driven by temperature for the continuous pumping of fluid through SWNTs was described by Longhurst and Quirke.16 Xue et al.19 demonstrated that the domino process can be used in SWNTs; molecules and atoms inside the SWNTs may be expelled out of the tubes when the domino wave arrives. Wang revealed that the applied torsional buckling of SWNTs has an obvious effect on the release of helium atoms18 and hydrogen molecules20 from the hollow tubes. Recently, Yu et al.21 found that water molecules confined in SWNTs can be drawn out by methane molecules, they also revealed that water molecules can transport along a system of coaxial SWNTs of different diameters with junctions under the driving force of methane molecules.22 Although a large number of research studies have focused on transportation of molecules through SWNTs, expelling encapsulated molecules from the tubes simply and effectively is still a challenging issue which has not been settled. Further studies are demanded for design of new delivery systems to release encapsulated molecules out of SWNTs.
In this paper, MD simulations have been performed to explore a new method to release encapsulated molecules out of the hollow tubes of SWNTs, which would hold great potential to be applied in the biomedical field. Because CNTs can provide an ideal environment to protect encapsulated drugs from reactions with healthy cells until the drugs are delivered to the target site, CNTs have shown great advantages to be applied as drug delivery vehicles.23–26 In addition, Bianco et al. illustrated this by highlighting a few pieces of the increasingly growing body of evidence that CNTs can be designed to be made biocompatible and biodegradable, which reinforces optimism for the future development of CNTs in biology and medicine.27 In order to promote the development of CNT-based drug/gene delivery systems, it is necessary to understand the regulation of drug/gene release and its control. However, the physical principles of the release of drug/gene molecules from CNT-based delivery systems remain unclear. Thus further studies are demanded to investigate the design of CNT-based drug/gene delivery systems. Due to the limited ability of experiments to investigate interactions between various nanoscale molecules and SWNTs, nowadays, MD simulations have emerged as an efficient way to study the transportation of molecules through SWNTs. Using MD simulations, our group has investigated the interaction between SWNTs and graphene,28 metal nanowires,29 polymers30 and biological molecules.31 This study shows that water, DNA and drug molecules can be expelled out of SWNTs by fillers such as C60 molecules and metal nanowires through a displacement process, which is attributed to the stronger van der Waals interaction between the SWNTs and the fillers. Based on this principle, we can select an appropriate replacing agent which has a strong affinity with the SWNTs to release encapsulated materials out of the cavity of SWNTs in actual applications. These observations will provide significant implications for the design of novel nanoscale devices in the biomedical field, especially in gene/drug delivery and release systems.
Here, MD simulations are performed in the NVT (the volume and the temperature were constant) ensemble and periodic boundary conditions are not employed in all cases. The Andersen thermostat method is employed to control the system at room temperature (300 K). The cutoff distance for the non-bond interactions, such as the van der Waals and electronic static forces, is 9.5 Å. A time step of 1 fs is used and data was collected at intervals of 1 ps. All the simulations were performed for long enough to observe several cycles of thermal vibration. Four types of armchair SWNTs with different diameters were set up, then the water clusters, DNA segments or IMT molecules were inserted into the hollow cavities of the SWNTs. The armchair SWNTs (10, 10), (12, 12), (16, 16) and (17, 17) with a length of 49.19 Å and diameters of 13.56 Å, 16.27 Å, 21.70 Å and 23.05 Å, are fixed as rigid nanotube structures. To find the thermally stable morphology and achieve a conformation with minimum potential energy, energy minimization was performed. These minimum energy conformations were used as the initial status in the following MD simulations. The fillers, namely C60 molecules and silver nanowires were initially placed near the opening at one end of the nanotubes along the direction of the tube axis.
The MD simulations in this paper were conducted in the gas phase. Actually, in the initial work, we designed a system (SWNT–DNA–nanowire) solvated in water to run the MD simulations. The release process in the water phase can be seen in the Supporting Information.† By comparing the release process in the water phase with that in the gas phase, we find that the release processes are the same and the water solvent plays a minor role. However, the MD simulations in the water phase are quite time-consuming, and larger systems cannot run due to the limitation of computing conditions. Besides, it has been reported that the van der Waals force plays a more dominant role than the hydrophobic force in the insertion of DNA into CNTs.10 Moreover, in this paper we aim to reveal a basic principle that encapsulated molecules inside CNTs can be released by the fillers through a competitive replacement process caused by the interactions between the CNTs and molecules being different to those between the CNTs and fillers, which may be generally explored for drug release. The influence of the water soluble environment on the interactions of encapsulated molecules and fillers with CNTs is negligible. Based on the above reasons, we ran the MD simulation in the gas phase.
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Fig. 1 Snapshots of the release process for a water–SWNT (16, 16)–C60 system at different simulation times: (a) 0 ps, the initial structure (b) 500 ps, C60 molecules approach the SWNT (16, 16) (c) 3000 ps, water molecules are fully released, and (d) top view of final structure. |
In order to quantitatively explore the dynamic release process, the center of mass (COM) distance between the water molecules and the SWNT as well as that between the C60 molecules and the SWNT were plotted in Fig. 2. During the release process, the COM distance between C60 molecules and SWNT decreases rapidly and the full filling completes at about 2000 ps, as indicated by the red line, which levels off after 2000 ps. The black line, namely the COM distance between the water molecules and the SWNT, displays the opposite tendency, it is also at the time of 2000 ps that the water molecules are fully expelled out with the full encapsulation of the C60 molecules. Subsequently, the C60 molecules remain inside the cavity of the SWNT and the water molecules do not enter the SWNT again.
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Fig. 2 COM distance between the SWNT (16, 16) and the C60 molecules and that between the SWNT (16, 16) and the water molecules during the simulation times. |
To reveal the physical mechanisms of the release process, we tracked different kinds of energies in the system as shown in Table 1. The total energy consists of the internal energy and the nonbond energy, while the nonbond energy consists of the van der Waals energy and the electrostatic energy. The energy of the system achieved high energy values, which depend on the large tested system including 2300 atoms. The high total energy results from the high internal energy, which consists of the valence energy and the cross-term interacting energy. The valence energy generally includes a bond stretching term, a two-bond angle term, a dihedral bond-torsion term, an inversion (or an out-of-plane interaction) term, and a Urey–Bradlay term (involving interactions between two atoms bonded to a common atom). Besides, the cross-term interacting energy accounts for the effects such as bond length and angle changes caused by the surrounding atoms and generally includes: stretch–stretch interactions between two adjacent bonds, bend–bend interactions between two valence angles associated with a common vertex atom, stretch–bend interactions between a two-bond angle and one of its bonds, stretch–torsion interactions between a dihedral angle and one of its end bonds, stretch–torsion interactions between a dihedral angle and its middle bond, bend–torsion interactions between a dihedral angle and one of its valence angles, and bend–bend–torsion interactions between a dihedral angle and its two valence angles.
Energy (kcal mol−1) | Initial structure (E1) | Final structure (E2) | ΔE = E2 − E1 |
---|---|---|---|
Total energy | 41437.246034 | 39844.864914 | −1592.38112 |
Internal energy | 44188.382958 | 44207.332400 | 18.94945 |
Nonbond energy | −2751.136924 | −4362.467486 | −1611.330562 |
VDW energy | 1024.1161 | −42.613495 | −1066.729595 |
Electrostatic energy | −3775.254535 | −4319.853991 | −544.599456 |
We found that in this system, the numbers of bonds, consolidated angles, consolidated torsions, bond–bond, angle–angles and out-of-planes are 1380, 2580, 5040, 5040, 2520 and 840, respectively. As a result, the internal energy of the system achieved high energy values. However, in the release process, the energy difference between the initial configuration and the final configuration is not high. From the energy differences we found that the change of total energy is mainly caused by the change of nonbond energy, and the main contribution to the nonbond energy difference is the van der Waals energy, because the change of the van der Waals energy is largest among all the energies during the release process. Hence, it is proved that the van der Waals force is the main drive for the release process.
Furthermore, we tracked the evolution of the van der Waals interaction energy between water molecules and SWNTs and that between C60 molecules and SWNTs, as seen in Fig. 3. The van der Waals energy between C60 molecules and SWNTs decreases drastically and reaches equilibrium at around −473.03 kcal mol−1. But the van der Waals energy between water molecules and SWNTs increases slowly and reaches equilibrium at around −6.45 kcal mol−1. Besides, starting from 300 ps, when the C60 molecules began to enter into SWNTs, the van der Waals interaction energy between the C60 molecules and the SWNTs is lower than that between the water molecules and the SWNTs, which indicates much stronger van der Waals interaction between C60 molecules and SWNTs. The energy barrier would be overcome to release the water molecules because of the much stronger van der Waals interaction between the C60 molecules and the SWNTs. The deeper potential well between C60 molecules and SWNTs drives the release of water molecules. Therefore, the cavity space inside the SWNTs was occupied by the C60 molecules and the water molecules were expelled from the tubes.
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Fig. 3 The evolution of the van der Waals energy between the water molecules and SWNT (16, 16) and that between the C60 molecules and SWNT (16, 16) during the release process. |
Moreover, the evolution of the potential energy of the water–C60–SWNT system is plotted in Fig. 4. The potential energy of the system shows a decreasing tendency during the initial 2000 ps, indicating the spontaneous release process. The increase of the contact area between the C60 molecules and the SWNTs reduces the systematic potential energy and enhances the stability of the whole system. Then the potential energy of the system reaches the lowest energy and begins to level off from the simulation time of 2000 ps, which indicates that the whole system reached an equilibrium state. The decrease of the potential energy of the system suggests that this release behavior is a process of energy reduction, which is in accordance with the lowest energy theory.
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Fig. 4 The variation of potential energy as a function of simulation time for the process of water molecules released from SWNT (16, 16). |
Furthermore, another three types of SWNTs, (17, 17), (12, 12) and (10, 10), were also employed as the housing tubes to observe the release process. For SWNT (10, 10), the simulation was performed by introducing the C60 molecules one by one until the tube was filled up, while for SWNT (12, 12) two or three linear arrangements of C60 molecules were inserted. For SWNT (17, 17), the filling process for C60 molecules was similar to the encapsulation into SWNT (16, 16), C60 arrays can fill into the SWNT continuously because the larger number of carbon atoms in the SWNT can provide a larger attraction. The final structures are shown in Fig. 5, in which we can see that the encapsulated water molecules inside these SWNTs can all be expelled out, and the corresponding ordered phases (triple helix, zigzag and linear chain) of the C60 molecules inside the SWNTs are observed as well.
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Fig. 5 Final structures of the water release process for different SWNTs: (a) SWNT (10, 10); (b) SWNT (12, 12); (c) SWNT (17, 17). |
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Fig. 6 (a) COM distance between the SWNT and the C60 molecules and that between the SWNT (16, 16) and the DNA molecule during simulation times. (b) The potential energy as a function of simulation time in the process of DNA molecules being released from SWNT (16, 16). |
Three additional types of SWNTs, (17, 17), (12, 12) and (10, 10), were also employed as the housing tubes to observe the release process. Fig. 7 shows the final structures of the four designed systems when the release was completed. A notable observation is that the DNA molecule can't be completely expelled outside the SWNTs with larger diameters ((17, 17), (16,16), (12, 12)). One possible reason is that the helical and zigzag structure of the C60 molecules cannot occupy enough space inside the SWNT cavities to release teh DNA molecules completely. But for the SWNT (10, 10) system, the linear chain occupied enough space inside the cavity and continuously pushed the DNA segment out of the SWNT cavity.
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Fig. 7 Final structures of DNA molecules released from (a) SWNT (17, 17), (b) SWNT (16, 16), (c) SWNT (12, 12), (d) SWNT (10, 10). |
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Fig. 8 Final structures of IMT molecules being released from (a) SWNT (17, 17), (b) SWNT (16, 16), (c) SWNT (12, 12), (d) SWNT (10, 10). |
Using C60 as the replacing agent to release encapsulated molecules may not completely expel molecules with small volumes out of SWNTs with large diameters. Other fullerenes with larger diameters such as C70, C78, C90 and C120 which have also been successfully synthesised may be used as replacing agents as well. Due to their small size and strong affinity with CNTs, fullerenes can easily and flexibly fill into SWNTs and occupy the tube cavities. Therefore, fullerenes will be a promising replacing agent in the designing of nanoscale release systems.
Fig. 9 shows the process of releasing DNA molecules out of SWNT (12, 12) by the driving force of a silver nanowire. In the initial structure, the nanowire was placed along the direction of the nanotube axis and a DNA segment with three guanine bases was inserted into the cavity of the SWNT, as seen in Fig. 9(a). When the nanowire entered into tube, the DNA molecule approached the nanowire due to the attraction between them when the distance between them reached 12.3 Å, which caused the bounce back of the DNA molecule inside the SWNT, as seen in Fig. 9(b). Subsequently, the DNA molecule gradually moved to the opening of tube under the driving of the nanowire and finally got out of the tube. The final structure is shown in Fig. 9(c) (side view) and Fig. 9(d) (top view). It is noticed that the stable morphology of the cylindrical silver nanowire in the SWNT is multishell packs consisting of coaxial cylindrical shells, which is in good agreement with the structure of ultrathin copper nanowires encapsulated in CNTs.6
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Fig. 9 Snapshots of the release process for a DNA–SWNT (12, 12)–silver nanowires system at different simulation times: (a) 0 ps, the initial structure (b) 560 ps, silver nanowires approach SWNT (12, 12) (c) 3000 ps, DNA molecules are fully released (d) top view of the final structure. |
As shown in Table 2, different energy changes were explored to reveal the physical mechanisms of the release process. For this system, the van der Waals energy difference between the initial structure and the final structure is −1294.047 kcal mol−1, and the total potential energy difference is −1311.686 kcal mol−1, which suggests that the change of the total potential energy is mainly caused by the change of the van der Waals energy. Furthermore, the evolution of the van der Waals interaction energy between DNA molecules and SWNTs and that between silver nanowires and SWNTs was investigated, as seen in Fig. 10. The van der Waals interaction energy between DNA molecules and SWNTs increases a little and reaches equilibrium at around −16.67 kcal mol−1 while that between silver nanowires and SWNTs decreases drastically and reaches equilibrium at around −1739.75 kcal mol−1. Besides, in the release process the van der Waals interaction energy between silver nanowires and SWNTs is much lower than that between DNA molecules and SWNTs, which indicates that there are much stronger van der Waals interactions between silver nanowires and SWNTs. Hence, the huge change of van der Waals energy between silver nanowires and SWNTs drives the release of DNA molecules and it is clear that the van der Waals interaction plays the dominant role in the release process.
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Fig. 10 The evolution of the van der Waals energy between DNA molecules and SWNT (12, 12) and that between silver nanowires and SWNT (12, 12) during the release process. |
Energy (kcal mol−1) | Initial structure (E1) | Final structure (E2) | ΔE = E2 − E1 |
---|---|---|---|
Total energy | −8550.005227 | −9861.6914 | −1311.686173 |
Internal energy | 291.539961 | 273.897103 | −17.642858 |
Nonbond energy | −8841.545188 | −10135.5885 | −1294.043315 |
VDW energy | −8234.092037 | −9528.13949 | −1294.047453 |
Electrostatic energy | −607.453151 | −607.449013 | 0.004138 |
Fig. 11 shows the evolution of the COM distance and the potential energy during the release process. As indicated in Fig. 11(a), the COM distance between DNA and the SWNT shows negligible change during the initial 500ps. Then as the nanowire moves close to the DNA molecule, the DNA molecule bounces back a little inside the SWNT and a decrease of the COM distance between the DNA molecule and the SWNT is observed. As shown in Fig. 11(b), the decrease of the potential energy of the system during the first 1700 ps also shows that the release process is spontaneous. The increase of the contact area between the silver nanowire and the SWNT reduces the systematic potential energy and enhances the stability of the whole system. During the simulation time from 1700 ps to 3000 ps, the COM distance and potential energy almost stay the same, which indicates that the system has reached the stable equilibrium state.
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Fig. 11 (a) COM distance between SWNT (12, 12) and silver nanowire and that between SWNT (12, 12) and DNA molecules during the simulation times. (b) The potential energy as a function of simulation time in the process of DNA molecules being released from SWNT (12, 12). |
In addition, simulations of the release water and drug molecules from SWNTs using silver nanowires were also performed and succeeded. Fig. 12 shows the final configuration of the release process, and it is observed that water and IMT molecules can be expelled completely outside the hollow tube of the SWNT, and the coaxial cylindrical shells of the encapsulated silver nanowire were observed as well. These simulations reveal that metal clusters such as silver nanowires can serve as replacing agents to release encapsulated molecules out of SWNTs, which will have an important application in designing nanoscale release systems.
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Fig. 12 Final structures of (a) water molecules and (b) IMT molecules released from SWNT (12, 12). |
Footnote |
† Electronic supplementary information (ESI) available: Figure S1: Snapshots of the release process for the DNA–SWNT (12, 12)–silver nanowire system in a water soluble environment at different simulation times. See DOI: 10.1039/c2ra20446k |
This journal is © The Royal Society of Chemistry 2012 |