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CITY UNIVERSITY OF HONG KONG 香港城市大學 Computational Studies on Conformations and Properties of Peptide and Amino Acid Nanobiomolecular Complexes 肽及氨基酸納米生物小分子的構型和性質 的計算研究 Submitted to Department of Physics and Materials Science 物理及材料科學系 in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy 哲學博士學位 by Wang Cuihong 王翠紅 May 2012 二零一二年五月 i Abstract Amino acids and peptides are the building blocks of proteins and biomolecules. Theoretical researches about the structures and properties of the former are important for understanding the latter. In this thesis, we performed systematic researches on the structures and properties of dipeptide arginylglycine and tetrapeptide phenylalanine-glycine-glycine-valine, and explored the possibilities to identify amino acids using carbon nanotubes and to design cage-like molecules formed by amino acids for drug delivery. In chapter 1, we introduce the basic theories of quantum chemistry calculations and several computational methods, such as Hartree-Fock theory, semi-empirical methods, perturbation theory, configuration interaction and coupled cluster methods. We also introduce the density functional theory, Atoms in Molecules, theory of molecular orbital and density of states. Finally, the simulation packages (Gaussian and DFTB+) we used in this work are briefly introduced. In chapter 2, the structures and properties of the neutral, protonated, deprotonated and metal cationized dipeptide arginylglycine were comprehensively studied. For clarity, we present the results in three parts. In part one, the canonical and zwitterionic conformers of dipeptide arginylglycine were thoroughly researched and we found that the most stable conformer has a zwitterionic structure. Zwitterions play important roles in the structure and function of peptides and proteins; however, the zwitterionic structures are not stable in the gas phase. Therefore, the arginylglycine appears to be the smallest peptide with stable zwitterions. The properties of the low energy conformers of the arginylglycine were systematically revealed, including the rotational constants, dipole moments and vertical ionization energies. In part two, the protonated and deprotonated conformers of the dipeptide arginylglycine (ArgGly±H+) were thoroughly searched. We obtained the thermochemical parameters, such as the proton affinity (PA), gas-phase basicity (GB), proton dissociation energy (PDE) and gas-phase acidity (GA). These thermochemical ii parameters are of fundamental importance for the interpretation of the molecules’ reactivity. The coordination of metal ions can significantly influence the intramolecular hydrogen bonds and electrostatic interactions of molecules. Thus, there has been increasing interest in understanding the effects of metal chelation on the structure of amino acids and peptides. In part three, we thoroughly researched the Na+, Rb+ and Mg2+ coordinated dipeptide arginylglycine (ArgGly). Our results show that the salt-bridge (SB) form is more stable for the sodium-cationized and rubidium-cationized dipeptides, but the charge-solvated (CS) form is more stable for magnesium-cationized dipeptide. The metal ion affinities (MIA) were researched too, which are found to be 69.0kcal/mol, 43.9kcal/mol and 283.8kcal/mol for complexes ArgGly·Na+, ArgGly·Rb+ and ArgGly·Mg2+, respectively. Finally, the IR spectra and the AIM electronic densities were calculated, and our results show that there are coexistence of red shift, blue shift and dihydrogen bond in the neutral, protonated and deprotonated dipeptide. The IR spectra of the metal ion cationized complexes shows that the same types of monovalent metal ion (Na+ and Rb+) coordinated complexes have similar spectra, but the spectra of divalent metal ion (Mg 2+) coordinated complexes are quite different. The conformational distributions of all the complexes at various temperatures were investigated, which are expected to be helpful for experimental researches. Because the function of biological molecules is basically determined by the structure of the molecules, the structural research about the peptides and proteins is very helpful for knowing their functions. For most biological molecules, the aqueous solution phase is their natural environment. Although the structures of the molecules in solution are usually different from those in the gas phase, the research of the molecules in the gas phase can still uncover the intrinsic properties of molecules and shed light on the properties of the molecules in the natural environment at certain extent. As the knowledge of the conformation of small peptides will help to predict the structures of larger molecules and proteins, there have been many theoretical and experimental researches about them. In chapter 3, we thoroughly researched the neutral conformers of tetrapeptide phenylalanine-glycine-glycine-valine (FGGV) and iii found that most of the stable conformers have syn-carboxyl structures. Because of the difference of the backbones, the stable conformers can be divided into 13 groups and a γ-turn structure is the most favorite form. The relative energies, dipole moments and conformational distributions at various temperatures of peptide FGGV were analyzed. The IR spectrum calculation of the FGGV is expected to be helpful for understanding experiments. We also compared the structures of FGGV with the other tetrapeptides (GGGG, GVGG and GFGG), and found that the important conformers of these tetrapeptides have the same backbone structures. The experience received and the trends revealed can be used for further researches about the peptides, which is expected to reduce the number of the initial trial conformers, and then effectively reduce the computational costs. Identification and detection of different amino acid molecules as well as biological molecules have important scientific and technological significance. As an ideal one-dimensional nanomaterial, carbon nanotube (CNT) has various novel properties, valuable for both nanoscience and nanotechnology. The biomolecules can be adsorbed on the surface of carbon nanotubes by weak interactions, and the functional molecules can wrap around the nanotubes without losing their activity. Therefore, the functional molecules can be selected using the CNTs, as the different adsorbed complexes have different binding energies. In chapter 4, we investigated the adsorptions of three aromatic amino acids (phenylalanine, tyrosine, and tryptophan) on the sidewalls of a number of representative single-walled carbon nanotubes (SWNTs) using a density-functional tight-binding method, complemented by an empirical dispersion correction. The armchair (n, n) SWNTs (n=3-12) and zigzag (n, 0) SWNTs (n=4-12) were thoroughly examined. We found that the most stable amino acid/SWNT complexes for different SWNTs have similar local structures, and that the distance between the amino acid and SWNT is about 3 Å. Owing to the π-π and H-π stacking interactions, the benzene and indole rings in the amino acids are not exactly parallel to the SWNTs but instead lie at a small angle. We also investigated the diameter and chirality dependences of binding energies and found that SWNT (5, 0) has an especially large binding energy. We believe that the iv research about the interactions between the aromatic amino acids and CNTs will be helpful for the understanding of the interactions between large biomolecules and CNTs. And, the amino acids can be identified by the different binding energies. As the building blocks of proteins and components to build biological materials, amino acids and peptides are attracting increasing interest in scientific researches. The surrounded drugs by biological materials have specific controlled, sustained and targeted release characteristics, and the nanoscale drug delivery system can increase the parent drug solubility and maintain the structural integrity of the drug. In chapter 5, we selected the serine, one of the 20 natural amino acids, to be researched. The possible cage-like molecules formed by serine octamer or decamer were studied by calculations using the density functional tight-binding method, complemented by the empirical London dispersion energy term. Chirality is the essential concepts in chemistry and biology; it plays an important role for living organisms and has become a major concern in drug design. Thus, both the L-handed and D-handed serines were used to construct the complex conformers. The cage-like molecules were linked by the hydrogen bonds. The structures linked by –COOHO=C– were found to be the most stable conformers, as evaluated by binding energies calculations and molecular dynamic simulations. The cage-like molecules have symmetric structures. The relative energies, binding energies and vibrational modes of the complexes were calculated and analyzed. In order to test the possible applications of the cage-like structures, we put the smallest fullerene C20 into the serine decamer. After optimization, we found that the amino acids-C20 complexes are very stable, which means that the cage-like structures might be useful to deliver small molecules. We expect that our results will be helpful for designing supermolecules for nanoscale drug applications. Chapter 6 will be a summary of the whole thesis work. Key Words: amino acids; dipeptide, tetrapeptide, complexation, adsorption, cage structure, density functional therory vi Table of Contents Abstract ................................................................................................................... i Acknowledgements ................................................................................................ v Table of Contents .................................................................................................. vi List of Figures ........................................................................................................ x List of Tables ....................................................................................................... xiv Chapter 1 Theoreties and Principles of Computational Methods........................ 1 1.1 Introduction .................................................................................................... 1 1.2 The principles of quantum chemistry .............................................................. 2 1.2.1 Ab initio quantum chemistry method ........................................................ 2 1.2.2 Semiempirical method .............................................................................. 7 1.2.3 Density Functional Theory ....................................................................... 8 1.3 DFTB method ................................................................................................16 1.4 Description of molecular systems ..................................................................21 1.4.1 Atoms in molecules theory (AIM) ...........................................................21 1.4.2 Molecular orbital theory ..........................................................................22 1.4.3 Density of States (DOS) ..........................................................................23 1.5 The software used in the thesis work...........................................................24 1.5.1 Gaussian .................................................................................................24 1.5.2 DFTB+ ...................................................................................................25 Chapter 2 The Conformations and Properties of Dipeptide Arginylglycine and Coordinated Complexes ........................................................................................26 2.1 Comprehensive computational study on the conformations of neutral arginylglycine in gas phase ..................................................................................26 2.1.1 Introduction .............................................................................................26 vii 2.1.2 Computational methods ...........................................................................27 2.1.3 Conformers and energies .........................................................................31 2.1.4 Rotational constants, dipole moments and vertical ionization energies (VIE) ........................................................................................................................38 2.1.5 Conformational distribution .....................................................................41 2.1.6 Intramolecular hydrogen bond .................................................................42 2.1.7 Vibrational spectra ...................................................................................46 2.1.8 Conclusions .............................................................................................49 2.2 The conformations and properties of protonated and deprotonated arginylglycine ......................................................................................................50 2.2.1 Introduction .............................................................................................50 2.2.2 Computational methods ...........................................................................51 2.2.3 Conformers and energies .........................................................................53 2.2.4 Rotational constants and dipole moments ................................................58 2.2.5 Conformational distribution .....................................................................59 2.2.6 Vibrational spectra ...................................................................................61 2.2.7 The thermochemical parameters of the gaseous ArgGly ...........................63 2.2.8 Conclusions .............................................................................................64 2.3 Salt-Bridge and Charge-solvated Formation for Na+, Rb+ and Mg2+ cationized ArgGly ................................................................................................................65 2.3.1 Introduction .............................................................................................65 2.3.2 Computational methods ...........................................................................67 2.3.3 Conformers and energies .........................................................................69 2.3.4 Rotational constants and Dipole moments................................................76 2.3.5 Conformational distribution .....................................................................77 2.3.6 Vibrational spectra ...................................................................................80 2.3.7 The metal ion affinity (MIA) ...................................................................82 2.3.8 Conclusions .............................................................................................83 Chapter 3 The Conformations of Tetrapeptide FGGV Researched by Ab Initio viii Calculation ............................................................................................................84 3.1 Introduction ...................................................................................................84 3.2 Computational methods .................................................................................85 3.3 Conformers and energies ...............................................................................86 3.4 Dipole moments.............................................................................................90 3.5 Conformational distribution ...........................................................................91 3.6 Vibrational spectra .........................................................................................93 3.7 The structural properties of FGGV and compared with the other tetrapeptides ............................................................................................................................95 3.7.1 The structural properties ..........................................................................95 3.7.2 Comparison with tetrapeptide GGGG, GVGG and GFGG........................96 3.8 Conclusions ...................................................................................................97 Chapter 4 Adsorptions and properties of aromatic amino acids on single-walled carbon nanotubes ..................................................................................................99 4.1 Introduction ...................................................................................................99 4.2 Modeling and Computation Methods ........................................................... 100 4.3 Structures of the amino acid/CNT complex .................................................. 103 4.3.1 Structure of the Phe/CNT(n, n) complex ................................................ 104 4.3.2 Structure of the Phe/CNT(n, 0) complex ................................................ 107 4.3.3 Structure of the Tyr/CNT(n, n) complex ................................................ 108 4.3.4 Structure of the Trp/CNT(n, n) complex ................................................ 110 4.4 The stability and binding energy of the amino acid/CNT complex................ 112 4.5 The effect of CNT chirality .......................................................................... 113 4.6 The effect of amino acid type on adsorption ................................................. 113 4.7 The effect of CNT length ............................................................................. 113 ix 4.8 Molecular orbitals of Phe/CNT complex ...................................................... 114 4.9 Density of states (DOS) of the Phe/CNT complexes..................................... 115 4.10 Conclusions ............................................................................................... 116 Chapter 5 Possible cage-like molecules formed by amino serine octamer and decamer ............................................................................................................... 118 5.1 Introduction ................................................................................................. 118 5.2 Modeling and Computational Methods ........................................................ 119 5.3 Stable conformers and their energetics ......................................................... 121 5.4 Stability of the structures ............................................................................. 124 5.5 Vibrational frequency analysis of the complexes .......................................... 125 5.6 Possible applications .................................................................................... 126 5.7 Conclusions ................................................................................................. 128 Chapter 6 Summary............................................................................................ 129 References ...........................................................................................................131 List of publications.............................................................................................. 146 x List of Figures Figure 2.1.1 The three tautomers of the neutral dipeptide arginine-glycine. Figure 2.1.2 Illustration of the 12 internal single-bond rotamers. Figure 2.1.3 The stable conformers of neutral ArgGly optimized at the BHandHLYP/ 6-31 + G ** level (ordered by BHandHLYP/6-311++G (2df, 2p). The z1, z2, z3, z4, z5, z10 and z20 are zwitterionic structures and c6, c7, c11, c39 and c44 are canonical structures. Figure 2.1.4 Contour maps of the BHandHLYP/6-31+G** electron density for conformer z9. The circles indicate that the atoms are in the plane and the triangles indicate that the atoms are out of the plane. Crosses indicate critical points. The outer most contour is ρ(r)=0.001au, and the remaining contours increase in the order of 2×10 n, 4×10n and 8×10n, with n= -3, -2, -1 and 0. Figure 2.1.5 Topological pattern of the electron density for conformers z9, z14, z26 and c44. The small red circles indicate critical point (BCP) and yellow circles indicate ring critical point (RCP). Figure 2.1.6 IR spectrum of conformers z1, z4, c6, c7, c11, z20, RG1 and RG2. The frequency is in cm-1 and intensity in km/mol. Figure 2.1.7 IR spectrum of conformers z1, z2, z4, z5, c6, c7, z10, c11, z20 and c44 in the 0 cm-1-2000 cm-1 and 2500 cm-1-3800 cm-1 range. Figure 2.2.1 The three tautomers of the dipeptide arginine-glycine and their protonated positions. Figure 2.2.2 The three tautomers of the dipeptide arginine-glycine and their deprotonated positions. Figure 2.2.3 The eight most stable conformers of ArgGly + H+ optimized at the BHandHLYP/6-31+G** level (ordered by BHandHLYP/6-311++ G(2df,2p) single point energy). Figure 2.2.4 IR spectrum of ArgGly+H+ and ArgGly-H+. The frequency is in cm-1 and xi intensity in km/mol. (a) is the IRMPD spectrum of protonated ArgGly in reference 13; (b) is the vibrational spectra of conformers p1, p5 and p8 in the range 900-1800cm-1 ; (c) is the spectra of protonated conformers p1, p2, p3, p4, p7 and p8 in the range of 0-4000 cm-1 and (d) is the spectra of deprotonated conformers d1, d2, d3, d4 and d36. The frequency is scaled by 0.9288. Figure 2.3.1 The illustration of the signs of the dipeptide arginylglycine. Figure 2.3.2 The stable conformers of ArgGly·Na+ which were optimized at the BHandHLYP/Gen/6-31G* level (ordered by BHandHLYP/Gen /6-311++ G(2df, 2p). They are named by their orders. The violet ball refers to the sodium atom. Figure 2.3.3 The stable conformers of ArgGly·Rb+ which were optimized at the BHandHLYP/Gen/6-31G* level (ordered by BHandHLYP/Gen/ 6-311++ G (2df, 2p). The purple ball refers to the rubidium atom. Figure 2.3.4 The stable conformers of ArgGly·Mg2+ which were optimized at the BHandHLYP/Gen/6-31G* level (ordered by BHandHLYP/Gen/6-311++ G (2df, 2p). The yellow ball refers to the magnesium atom. Figure 2.3.5 The IR spectra of complexes ArgGly·Na+, ArgGly·Rb+ and ArgGly·Mg2+. The frequency is in cm-1 and intensity in km/mol. Figure 3.1 Illustration of the 12 internal single-bond rotamers. Figure 3.2 The conformers of 13 types of FGGV structures optimized at the BHandHLYP/6-3 1G* level (ordered by BHandHLYP/6-311++G (2d, 2p). They are named by their orders. The first 4 conformers are type 1, and all the other conformers represent the other 12 types, they are named from type 2 to type 13. Intramolecular hydrogen bonds are shown as dotted lines. Figure 3.3 The conformers and their distributions in room temperature. Figure 3.4 IR spectrum of type 1-3 conformers. The frequency is in cm-1 and intensity in km/mol. The frequencies under 2000cm-1 were scaled with 0.9484, and for over 2000cm-1 the scale factor 0.9244 were used. xii Figure 3.5 The structures of conformers 1, 3, 4, 5, 8, 16 (type 1a), 2, 7, 10 (type 1b), 6, 14 and 21 (type 2). Figure 3.6 The stable conformers of the tetrapeptide FGGV, GGGG, GVGG and GFGG, whose distributions are larger than twenty percents at room temperature. Figure 4.1 An illustration of the top view of the adsorption sites. The non-benzene parts of Phe are labeled X. The letters a, b, c, and d refer to the four adsorption sites of Phe, while 1, 2, 3, and 4 denote the rotation of Phe. Figure 4.2 The conformers of Phe, Tyr, and Trp. Figure 4.3 The two most stable Phe/CNT(5, 5) complexes, shown in front view and top view. The total energy of structure (a) is 0.04 kcal/mol higher than that of structure (b). For Phe/CNT(n, n) (n=3-5), all the most stable structures have type (a) relative positions, but for the Phe/CNT(n, n) (n=6-12) complexes, the most stable structures are type (b) conformers. Figure 4.4 The concerned angles of Phe, Phe/(5, 5)(a), and Phe/(5, 5)(b). Figure 4.5 The two stable Phe/CNT(8, 0) complexes, shown in two different views, front and top. All type (c) Phe/CNT(n, 0) complexes are 0.3-0.4 kcal/mol lower than type (d) complexes. Figure 4.6 The most favorable Tyr/CNT(6, 6) and Tyr/CNT(7, 7) complexes, shown in two different views, front and top. For n=4-6, the most favorable conformers have a type (e) structure, while for n=7-10, they have a type (f) structure. Figure 4.7 The most stable Trp/CNT(6, 6) and Trp/CNT(7, 7) complexes, shown in two different views, front and top. All stable Trp/CNT(n, n) complexes have similar structures. Figure 4.8 The binding energies of the Phe(n, n), Phe(n, 0), Tyr(n, n), and Trp(n, n) complexes and the total energies of CNT(n, 0) (n=4-12) and CNT(n, n) (n=3-12). xiii Figure 4.9 The highest occupied molecular orbitals (HOMOs) and the lowest unoccupied molecular orbitals (LUMOs) for CNTs and the Phe/CNT complexes. Figure 4.10 Comparison between DOS graphs for an isolated Phe, an isolated CNT, and the Phe/CNT complexes. The numbers in the graphs refer to the Fermi energy. Figure 5.1 The four parts of serine. The –COOH is signed by A, –OH is by B, –HN2 is by C and the rest is the fourth group. Figure 5.2 Four kinds of possible conformers which were constructed by serine octamer, and all the complexes were linked by hydrogen bonds. Figure 5.3 The stable serine octamer complexes (a) constructed by L-serine. They are shown in top view and side view. The number in the figure is the length of the hydrogen bond (Ǻ). Figure 5.4 The new stable serine octamer complexes (c) which were constructed by L-serine. The two figures at the bottom are partial view structures of (L-S)8c; The number in the figure is the length of the hydrogen bond (Å). Figure 5.5 The stable serine decamer complexes constructed by L-serine. They are shown in top view and side view. The number in the figure is the length of the hydrogen bond (Å). Figure 5.6 The vibrational frequency for single serine L-S, complexes (L-S)8a, (L-S)8c and (L-S)10. This is a sign of the position of the vibrational modes; the high of the line is not denotes the intensity of the vibration. The red line is the vibration of the carboxyl hydrogen and the blue line is the vibration of the hydroxyl hydrogen. Figure 5.7 The stable serine decamer-C20 complexes constructed by L-serine. They are shown in top view and side view. The number in the figure is the length of the hydrogen bond (Å). xiv List of Tables Table 2.1.1 The comparison of different basis sets. 6-31G* refers to BHandHLYP /6-311++G (2df, 2p)//BHandHLYP/6-31G* and 6-31+G* refers to BHandHLYP/6-311++G (2df, 2p)// BHandHLYP/6-31+G*, the rest may be deduced by analogy. Average time is the time waste of the optimization. All the conformers were optimized by BHandHLYP /6-31G* first, and then be further optimized. Table 2.1.2 Relative energies, EBH +ZPVE, EBH +H and EBH +G for gaseous ArgGly. The zero-point vibrational energies (ZPVE), Enthalpy (H) and Gibbs Free Energies (G) have been scaled by 0.9498, 0.9453 and 0.9288 respectively. EBH refers //BHandHLYP/6-31+G**, to EMP2 BHandHLYP/6-311++G(2df,2p) is MP2/6-311++G(2df,2p)//BHand HLYP/6-31+G**, EB3LYP is B3LYP/6-311++G(2df,2p)// BHandHLYP/ 6-31+G**, EB97D refers to B97D//6-311++G(2df,2p)//BHandHLYP /6-31+G**and ER27 refers to the relative value of the Gibbs free energies with the electronic energies were calculated at B3LYP/ 6-311++G(2d,2p)//BHandHLYP /6-31+G** level and the Gibbs free energies correction were obtained by BHandHLYP/6-31+G** frequency calculations. The letters c and z refer to the canonical and zwitterionic structures, respectively. Table 2.1.3 The correction of zero-point vibrational energies (ZPVE) and Gibbs Free Energies (G) for different functions. E MP 2 ZPVE and E MPG2 mean the MP2/6-311++G(2df, 2p) single point energied are corrected by zero-point vibrational energies and Gibbs Free Energies respectively, the rest may be deduced by analogy. ZPVE and G refer to the correction of zero-point vibrational energies and Gibbs Free Energies obtained by BHandHLYP/6-31+G** frequency calculation. ZPVE and G are scaled by factor 0.9498 and 0.9288 respectively. xv Table 2.1.4 Vertical ionization energies (VIE), rotational constants and dipole moments for ArgGly. BH and MP2 refer to the VIE were calculated at BHandHLYP/6-311++G (2df, 2p) and MP2/6-311++G (2df, 2p) level respectively. Table 2.1.5 Equilibrium distributions (%) of gaseous arginine-glycine dipeptide at various temperatures. Table 2.1.6 Property analysis of the bond critical points (BCPs) and the hydrogen atom involved in H-bonding for conformer z9. ρ and ▽2ρ are the electron density and its Laplacian at the BCP, q is the atomic charge, E is the total energy, μ is the dipolar polarization, and V is the atomic volume. All values are in atomic units. D in Å is the distance between the BCP and the corresponding RCP. a, b, c and d refer to the N-H…O, N-H…N, C-H…O and C-H…H-N H-bond respectively. The last two lines are the properties of the hydrogen atoms without involved in H-bonding. Table 2.2.1 Relative energies, E+ZPVE, E+H, E+G rotational constants and dipole moments for gaseous protonated ArgGly (ArgGly+H+). The zero-point vibrational energies (ZPVE), Enthalpy (H) and Gibbs Free Energies (G) have been scaled by the factor 0.9498, 0.9453 and 0.9288 respectively. BH refers to BHandHLYP/6-311++G(2df,2p)//BHand HLYP/6-31+G**, MP2 is MP2/6-311++G(2df,2p)//BHandHLYP/ 6-31+G**. Table 2.2.2 Relative energies, E+ZPVE, E+H, E+G rotational constants and dipole moments for gaseous deprotonated ArgGly (ArgGly-H+). The zero-point vibrational energies (ZPVE), Enthalpy (H) and Gibbs Free Energies (G) have been scaled by the factor 0.9498, 0.9453 and 0.9288 respectively.42,44 BH refers to BHandHLYP/6-311++G(2df,2p)// BHandHLYP/6-31+G**, MP2 is MP2/6-311++G (2df,2p)//BHandHLYP /6-31+G**. Table 2.2.3 Equilibrium distributions (%) of gaseous ArgGly+H+ at various temperatures. xvi Table 2.2.4 Equilibrium distributions (%) of gaseous ArgGly-H+ at various temperatures. Table 2.2.5 Proton affinity (PA), gas-phase basicity (GB), proton dissociation energy (PDE) and gas-phase acidity (GA), in kcal/mol. Table 2.3.1 Relative energies of E (single point energies), E+ZPVE, E+G and E+H, Rotational constants and dipole moments for gaseous ArgGly·M+/2+ (M=Na, Rb, Mg). The conformational equilibrium distributions at 298K were shown in the last column too. The single point energies were calculated by BHandHLYP/Gen/6-311++G(2df,2p) method, and the zero-point vibrational energies (ZPVE), Enthalpy (H) and Gibbs Free Energies (G) were obtained by BHandHLYP/Gen/6-31G* frequency calculations and they have been scaled by the factor 0.9446, 0.94 and 0.9244 respectively. Table 2.3.2 Equilibrium distributions (%) of ArgGly·Na+, ArgGly·Rb+ and ArgGly·Mg2+ at various temperatures. The conformers which have no distributions were not listed. Table 2.3.3 The MIA (enthalpy change) (-∆H298K) and Gibbs free energy change (-∆G298K) with and without BSSE corrections. The BSSE in the bracket means that the BSSE correction has been used. They are in the unit of kcal/mol. Table 3.1 Relative energies, △ E +ZPVE, △ E+H, △ E+G and dipole moments for gaseous FGGV. The zero-point vibrational energies (ZPVE), Enthalpy (H) and Gibbs Free Energies (G) were obtained by BHandHLYP/6-31G* frequency calculations and they have been scaled by the factor 0.9446, 0.94 and 0.9244 respectively. BH(large) refers to BHandHLYP/6-311++G(2d,2p)//BHandHLYP /6-31G* and BH(large) refers to BHandHLYP/6-31G*//BHandHLYP/6-31G*. They are named by their orders. Table 3.2 Equilibrium distributions (%) of gaseous tetrapeptide phenylalanineglycine-glycine-valine (FGGV) at various temperatures. The conformers xvii whose distributions smaller than 1% at all the temperatures were not shown. Table 4.1 The angles in Phe/CNT(n, n), Tyr/CNT(n, n) and Trp/CNT(n, n) complexes. The corresponding angles are shown in Figure 4.4. Table 4.2 The binding energies of different length of CNT complexes. Table 5.1 The relative energies, binding energies per unit, and the critical temperature of the cage-like structures. The energies of L-(S)8a and S10-C20-1 are set as the benchmark (0.00 kcal/mol) respectively.