Open Journal of Bi op hysi cs, 2011, 1, 1-7 doi:10.4236/ojbiphy.2011.11001 Published Online October 2011 (http://www.SciRP.org/journal/ojbiphy) Copyright © 2011 SciRes. OJBIPHY The Rise and Fall of the Hydrophobic Effect in Protein Folding and Protein-Protein Association and Molecular Recognition Arieh Ben-Naim Department of Physi cal C hemistry , The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, Israel E-mail: arieh@fh.huji.ac.il Received September 14, 2011; October 10, 2011; October 17, 2011 Abstract In the beginning everything was explained in Biochemistry in terms of hydrogen-bonds (HB). Then, the de- vastating blow, known as the HB-inventory argument came; hydrogen bonding with water molecules com- pete with intramolecular hydrogen-bonds. As a result, the HBs paradigm fell from grace. The void that was created immediately filled by Kauzmann’s idea of hydrophobic ( O ) effect which reigned supreme in bio- chemical literature for over 50 years (1960-2010). Cracks in the HB-inventory argument on one hand, and doubts about the adequacy of Kauzmann’s model for the O effect, have led to a comeback of the HBs, along with a host of new hydrophilic ( I ) effects. The O effects lost much of its power—which it never really had-in explaining protein folding and protein-protein association. Instead, the more powerful and richer repertoire of I effects took over the reins. The I interactions also offered simple and straightforward answers to the problems of protein folding, and protein-protein association. Keywords: Protein Folding, Protein Association, Molecular Recognition, Hydrophobic, Hydrophilic Interactions 1. Introduction This article tells the story of the rise and fall of the hy- drophobic ( O ) effect in protein folding and pro- tein-protein association. Parallel to this story is the story of the fall and rise of the (hydrophilic) I effects. The two stories are intertwined; the fall of one led to the rise of the second. The fall of the second led to the comeback of the first. These two stories have also an important moral regarding the mechanism of evolution, survival and extinction of ideas in the biochemical lit- erature, and perhaps in science, in general. The moral is not discussed in this article. A convenient point to begin with the story is Pauling’s book “The Nature of the Chemical Bond” [1,2]. In the first two editions of the book Pauling discussed the HB, but no mention of proteins or nucleic acids. In the second edition, the chapter on HBs (Chapter IX) ends with some estimates of the HB energies and HB distances. The third editions contain two new sections on HBs in proteins and HBs in nucleic acids. Following the works of Anson and Mirsky [3] and Mirsky and Pauling [4] on the denaturation of proteins, and latter works of Pauling and Corey [5-8], the role of HBs in stabilizing the native form of proteins became the dogma [9]. The HBs, with bond energies of the order of 24 kJ/mol, which provided explanation for many anomalous properties of water, also took over the main “cohesive forces needed for the organization of native proteins” [9]. The first cracks in the HB-dogma came from the re- alization that though the HB energ y is the order of 24 kJ/mol, its formation in aqueous solution must have a far smaller effect on the “driving force” for the process of protein folding. The argument apparently started with the work of Schellman [10,11] summarized by Kauzmann [12] and eventually was encapsulated in Fersht’s HB- inventory argument [13]. The argument seems simple, straightforward and convincing. Write the stoichiometri- cal reaction between a donor and an acceptor of a HB in
2 A. BEN-NAIM the form ECOww HNS ECOHNSw w (1) where E and S stand for an enzyme and a substract, re- spectively, but can be any two molecules or parts of the same molecule, and w is a water molecule. Equation (1) suggests that in the process of formation of a direct hy- drogen bond between a donor (here amine group) and an acceptor (here a carbonyl group), two HBs are broken on the lhs of the equation and two HBs are formed on the rhs of the equation. Therefore, ignoring the differences in the various HB energies between the various pairs (car- bonyl-water, amine-water, carbonyl-amine and wa- ter-water), we can conclude by simply counting , that the net effect of the formation of a direct HB is negligibly small. As Kauzmann summarized this argument: “ Hydrogen bonds , taken by themselves , give marginal stability to ordered structures , which may be enhanced or disrupte d by interactio ns o f side chains. ” We use here the term “driving force” in the sense of Δ G < 0 as commonly used in the literature. If HBs do not provide the main “driving force” for protein folding, what factors do provide those “driving force?” [14,15]. This apparently conceptual vacuum was filled by the O effect in (1959). The O effect was known long before Kauzmann applied it to the problem of protein folding [9]. It was applied success- fully to explain surface tension of certain aqueous solu- tions of organic molecules, micelle formation and mem- branes. All these phenomena involve molecules having two moieties; a hydrophobic part, one “feared” water and tries to avoid it, the second “loved” water and mingled with water comfortably. As Tanford and Reynolds quoted from a personal communication with Kauzmann, the idea of the O effect was hovering “in the air” for long a long time [9]. In a classical review article “Some Factors in the In- terpretation of Protein Denaturation,” Kauzmann applied the idea of the O effect to protein folding [12]. For this purpose he coined the term O -bond, and specu- lated that this “bond” could be the more important factor in the stabilization of the native structure of protein. Kauzmann’s idea was very simple. It was known that the Gibbs energy of transferring a small non-polar solute such as methane or ethane, from water into an organic liquid involves a large negative change in Gibbs energy. This is the same “driving force” that drives the formation of micells and membranes in aqueous solutions. Kauzmann also noticed that there are about one third of amino-acid side-chains which are O , and most of these find themselves in the interior of the folded protein. If one can take the process of transfer, Figure 1(a), to represent the process of transfer of side chain, Figure 1(b), then we can estimate that a protein of about 150 amino acid has about 50 O groups, and if each of these contributes between –12 and –16 kJ/mol, we get a very large “driving force” for the folding process. Kauzmann’s idea was brilliant. It captured the imagi- nation of many scientists including mine. Add to it the fact that the process of transferring of a non-polar solute from water into an organic liquid is “ entropy driven ” . Add to it that entropy is a mysterious concept [16], not well understood, and you get a “driving force” which is enshrouded with an aura of mystery. Given all these facts, many authors could have claimed that the O effect is the most important “driving force” in protein folding, without taking any risk of being proved wrong! How can anyone prove anything on such a complex process as protein folding [15]. Carried out in poorly understood solvent [14], involving a mysterious “entropy driven” concept [10]? It is not surprising therefore, that the dominance of the O effect has prevailed for over half a century. The fact that O groups are in the interior of the protein , and the fact that the transfer of O molecules from water to an organic liquid is large and negative are unde- niable. The former lends credibility to Kauzmann’s model, while the latter provides the large negative Gibbs energy change. Although the molecular source of these large negative Gibbs energy changes were not clear, one can always say: “That is an entropy effect” and that is more than enough to silence any objections. I would not go that far as the von Neumann’s famous statement that “No one knows what entropy really is” [17,18], however knowing or not knowing what entropy is, the mere in- voking of entropy in the “driving force”, confers re- spectability and authority to the person who use it. (a) (b) Figure 1. (a) The process of transferring a methane mole- cule from water into an organic liquid. (b) The process of transferring a methyl group from water into the interior of the protein. Copyright © 2011 SciRes. OJBIPHY
A. BEN-NAIM 3 2. The Cracks in the O Dogma As I have said in the previous section, the O dogma is still alive and thriving. One can find statements about the “dominance” of the O effect in protein folding even in the most recent reviews and textbooks. Never- theless, a few whispers of doubts have been heard during the past 20 years. In 1980, in the preface of my book “Hydrophobic In- teractions,” I wrote [19]: “In spite of my researches in this field over almost 10 years, I cannot confirm that there is at present either theoretical or experimental evidence that unequivocally demonstrates the relative importance of the O inter- actions over other types of interactions in aqueous solu- tions.” My doubts were based on lack of evidence in favor of the contention that the O effect is the most impor- tant effect in the “driving force” for protein folding. How can one claim that one factor is more important, or most important when one does not have a full inventory of all the factors involved in protein folding? Remember that Kauzmann’s paper was on “some factors in the interpre- tation of protein denaturation”—not on all factors in- volved. No one knew what were all the factors especially those that are solvent-induced. The only factor that could have competed with the O effect was the HB, but the HB-inventory argument, debilitated the effect of the HBs in aqueous media, and rendered them powerless in explaining the driving force for protein folding. Kauzmann’s model of inference from transferring of molecules from water to organic liquid, and the fact that most O groups are found in the interior of the pro- tein were so convincing that mere expression of doubts could not have rattled the dominance of the O dogma. One needs more than doubts. One needs facts! “Lack of evidence” for an idea cannot be used as evi- dence against that idea. This was the main motivation for the examination of the entire question of the solvent-induced effects on the protein folding and protein-protein association that I un- dertook late in the 1980s. The results of this examination were stunning; initially to me, then slowly diffusing into the literature. First, it was found that the HB-inventory argument was fundamentally faulty [20]. Second, Kauzmann’s model, appealing as it was, for over 50 years was found irrelevant to the protein folding process [21-25]. Finally, a logical pitfall: The fact that O groups are found in the interior of the protein cannot be used as an argument in favor of the role of the O effect in protein folding. I shall briefly explain here in qualitative terms each of the abovementioned findings. More can be found in ref- erences [14] and [15]. Recall that the HB-inventory ar- gument was based on the stoichiometric Equation (1). The mere counting of the number of HBs on each side of the equation led to the dismissal of the role of direct hy- drogen bonding to the driving force. The first serious challenge to the HB-inventory argument was expressed in 1990 [20]. It was shown that the very writing of the stoichiometric equation in the form (1) is faulty for two reasons: 1) What one loses on the left hand side are not HB en- ergies but solvation Gibbs energies of the I groups. 2) Whatever the water molecules do when they are re- leased from the solvation sphere of the two I groups is irrelevant to the driving force. These water molecules “flow” from the solvation sphere into the pool of water at constant chemical potential. Therefore, they cannot con- tribute anything to the driving force. The stoichiometric reaction must be written instead in the form olvated solvated solvated ECOHNS ECO HNS (2) Here, each of the solutes (or the groups) involved in the formation of a HB is solvated by the water molecule. In this form, the HB-inventory argument does not exist. Therefore, the foundations on which the O has risen have now been demolished. This particular I effect was estimated to contribute somewhat between –4 and –6 kJ/mol to the driving force of protein folding, for each intramolecular HB formed between two “arms” of the I groups [20]. Second, the analysis of all the solvent-induced factors revealed that Kauzmann’s model does not feature in the “driving force” for the process of protein folding [22,23]. Instead of the Gibbs energy of solvation of a O molecule in water, the conditional solvation Gibbs en- ergy of a O group features in the “driving force.” These Gibbs energies are very different from the Gibbs energies of solvation in water. The main reason is that a O group attached to the backbone (BB) of the protein is surrounded by water molecules which are perturbed by the BB. Thus, not only the basis on which the O model was built upon was demolished, but the Kauzmann’s O -model itself was now shown to be inadequate [14,15]. Finally, the fact that the O groups are in the inte- rior of the protein does not necessarily mean that the O effect is the “driving force” for protein folding. “Can anything be more convincing?” Tanford and Rey- nolds asked rhetorically [19]. Such an inference turned out to be only an illusion [15]. This is exactly the same argument invoked when two different ideal gases mixed spontaneously. The mixing is a fact, but the mixing, in Copyright © 2011 SciRes. OJBIPHY
4 A. BEN-NAIM itself does not provide the “driving-force” for the mixing process [18]. 3. The Emergence of New I Effects The consequences of the analysis of the solvent-induced effects on protein folding, not only had undermined the foundation on which the O dogma was erected, and not only demolished the O dogma itself, but opened the door to a host of new solvent-induced effects that were never considered before. These effects involved I rather than O groups. The most important one, and so far the most studied, was the pairwise I in- teractions between pairs of I groups at a distance between 4 - 5 Å. For this particular I interaction there is overwhelming evidence that it is far stronger than any of the O effects. The evidence comes from theoretical estimates [14,15], simulations [26,27] and experimental data [14,15,28]. There are also some esti- mates of I effects involving three and four I groups. These are more powerful, but probably less fre- quent [15]. The qualitative explanation of the pairwise I in- teraction is quite simple. A I group is characterized by a few “arms” along which HB may be formed. An amine group on the BB of the protein has one arm, a carbonyl group has two arms, a hydroxyl group three arms, and a water molecule itself has four arms. When a I group is in water its arms are solvated by water molecule. The Gibbs energy of solvation per one arm was estimated to be of the order of –9.4 kJ/mol [14,15]. Note that this is quite different from a HB energy, as one might have erroneously counted in the HB-inventory argument. When two such I groups approach each other to a distance of about 2.8 Å they form a genuine HB. Thus, the Gibbs energy balance is: loss of the solvation Gibbs energy of two arms costs about 20 kJ/mol, and the for- mation of a HB provides a HB energy of about –24 kJ/mol. Therefore, the net change in Gibbs energy for this particular I effect at a distance of about 2.8 Å is about –6 kJ/mol [14,15]. A more dramatic I effect was found at a distance of about 4.5 Å, the same distance of the second nearest neighbors in ice [25]. When two solvated arms approach each other to this distance, and with the correct orienta- tion, they do not lose their solvation Gibbs energy as in the former I case. They also do not gain an HB en- ergy. Instead, the mutual salvation Gibbs energy of the pair of I groups increase by an amount which was estimated to be between –10 and –12 kJ/mol. The reason for such a strong I interaction is that at this particular configuration the two arms of the two I groups can be bridged by a water molecule. It should be stressed however that this effect is not due to a formation of long-lived HB-bridge, as some have mis- understood. Such a “permanent” bridge could provide two HB energies, i.e. about –48 kJ/mol. The real effect is a mutual solvation of the two arms of water molecules. This effect involves HB energy, but also involves prob- ability of finding a water molecule that can form a HB-bridge between the two I groups. The most direct evidence for the existence of such a I effect is the second peak in the radial distribution function of pure liquid water [14,15]. Other experimental evidence comes from the relative solubilities of two isomers of the same molecule, having two I groups at two different dis- tances [15,24]. Because of the short range of the HB, there exists a steep gradient of the potential of mean force between two I groups at a distance about 4.5 Å. This leads to a strong forc e between the two I groups, a force which plays a crucial role in the process of protein fold- ing [15]. One can also think of other I interactions, one involving one water molecule bridging three I groups, or two water molecules forming one bridge con- necting two I groups. The former is strong, but rare, the second might be more frequent but very weak. Therefore, it is believed that the pairwise I interac- tion at a distance of about 4.5 Å is the more important among the I effects, hence probably the most im- portant in the process of protein folding as well as in the process of protein-protein association or protein binding to DNA [25]. 4. Dominant Forces and Driving Forces in Protein Folding and in Protein-Protein Association In this section, I shall briefly describe how the I effects may be implemented to understanding the process of protein folding, as well as protein-protein association, protein binding to DNA, self assembly, drug design and many other processes. To begin with, we must first define the problem of protein folding. In fact, there are several problems asso- ciated with protein folding. The most general question asked in this connection is that of the existence of a “code” that translates from the sequence of amino acids into a three dimensional structure. Following the works of Anfinsen [29,30], and others on the spontaneous fold- ing of a denatured protein into the original native struc- ture, it was speculated that the “information” about the folding pathway is already contained in the sequence of amino acids. However, whether or not there exists such a Copyright © 2011 SciRes. OJBIPHY
A. BEN-NAIM 5 “code” that translates from a sequence of amino acids to a 3-D structure of the native protein, what makes the sequence fold into the native structure is the set of forces—not the thermodynamic “driving forces”—that act of each group of the protein. As was shown in refer- ence [15] among all possible forces acting on the groups of the protein, the strongest forces are those between I groups mediated by the solvent. The solvent-induced forces are probably the most im- portant factor that governs the process of protein folding. A discussion of the way these forces contribute to the dynamics of protein folding was discussed in references [15] and [25]. Here, I will describe only a few applications of the solvent-induced intera c t io n s between I groups which affect the solvation Gibbs energy of protein. These in turn affects the solubility of proteins, the stability of the native structure of the protein, the stability of dimers or larger aggregates of proteins and molecular recognition. 4.1. Solvation and Solubility of Proteins The high solubility of proteins in water is well known to any biochemist. Yet the molecular reason for the solubil- ity of protein is not less mysterious than the molecular reasons for protein folding and self assembly of biologi- cal macromolecules. The effect of the I groups on the solubility of protein was long recognized. However, what is less known is that I interactions are decisive in deter- mining the high solubility of the protein [15,31]. The high solubility of protein is not only the result of the existence of I groups on the surface of the pro- tein. Furthermore, it is very likely that pairs and higher order correlations between I groups on the surface of the protein contribute significantly, if not decisively in making the proteins highly soluble. 4.2. Protein Folding In an article entitled “The Problem of How and Why Proteins Adopt Folded Conformations,” Creighton [32] discusses the questions of How and Why as if they were one. Clearly, if we knew all the forces acting on all the atoms at each intermediate state of a specific protein, we could answer the question of “Why” and thereby the answer to the question of “How.” This answer is perti- nent to that specific protein. An analysis of all the contributions to the solvent-in- duced effects on the driving forces for the process of protein folding reveals that I interactions at a dis- tance of about 4.5 Å are probably the strongest. The first indication that such correlation might be im- portant came from some experimental data published by Haberfield, et al. [28]. These data were used to extract the quantity we shall call the correlation between two I groups [25]. Soon, more data became available, as well as some simulation of these I effects, [26,27], and a theo- retical estimate of the strength of these effects [25]. All these data, led to the conclusion that correlation between two I groups (at the correct distance and orientation) are quite significant, and their role in the process of pro- tein folding should be taken more seriously. The conclusion reached here has some overlaps with the conclusion reached by Rose et al. [33]. Rose et al. proposed an inversion of the “side-chain/backbone para- digm.” We advocate the inversion of the O / I paradigm. Clearly, since most of the I are provided by the backbone, it follows that the role of the backbone should be more important than the role of the side chains. In this sense there is an overlap between our proposal and Rose, et al. proposal. However, the two proposals are quite different. This is further discussed in reference [15]. We now turn briefly to discuss the factors involved in the process of protein folding, which are the real physi- cal forces. These forces are the ones that guide the pro- tein in folding along a narrow range of pathways, leading to the native form in a relatively short time [15,25]. We start with Anfinsen’s classical work on the rena- turation of ribonuclease [29,30]. Anfinsen found that a denatured protein will fold spontaneously when the proper environment for folding are restored (e.g. lower- ing the temperature or removing a denaturating agent). The folding occurs spontaneously without the need for any additional information beyond that which is con- tained in the sequence of amino acids. Thus, the information required for the folding is somehow inscribed in the sequence of the amino acids. Without elaborating on the nature of the information contained in the sequence of amino acids, it is clear that this information is of the type of instructions. These in- structions must be read first, then to be executed step by step. The agent that does that job is the “proper environ- ment”, and the most important component in this envi- ronment is water. It is believed that water not only “reads” the informa- tion contained in the sequence of amino acids but also translates the instruction into executable orders. These “orders” are the forces that are exerted on each of the atoms of the protein that causes the motion of the entire protein towards the end product. Because of the statisti- cal character of these forces the motion of the protein is not along a unique deterministic route, but along a nar- row range of routes or pathways. Copyright © 2011 SciRes. OJBIPHY
6 A. BEN-NAIM Most reviews on protein folding focus on the thermo- dynamic “driving forces” rather than the forces them- selves [34]. Recently, an analysis of the types of forces acting on the protein, and more specifically on the sol- vent-induced forces in protein folding, was undertaken [15,25]. 4.3. Self Assembly and Molecular Recognition Binding, association and self assembly processes abound in biological systems. These processes range from bind- ing small ligands such as drugs to protein or to DNA, association between proteins, as in hemoglobin and self-assembly of a large number of subunits to form macromolecules such as Tobacco mosaic virus. There are essentially two puzzles associated with these processes. The first is similar to the question of the sta- bility of the folded protein. In the folding process, the large number of conformational states of the unfolded form tends to favor the denatured protein. To understand the “driving force” for folding we need to find out the factors that stabilize the native structure of the protein. Similarly, in any association process there are far more configurations to the separated units than to the bound aggregates. Again, to understand the “driving force” for the binding process, we must find out which factors are responsible for the stabilization of the dimer or the oli- gomer, relative to the separate monomers. The second puzzle is similar to the preferential path- ways of protein folding. It is concerned with the specific- ity of the binding mode. There are many ways two globular proteins can bind, yet only one specific binding mode is stable. Specificity of binding is essentially the same as molecular recognition. These phenomena are relevant for diverse biochemical systems ranging from binding drugs to protein (hence also to drug design), binding of protein to DNA (controlling genetic expres- sion), and the way the immune system works [35]. We have found that the I interactions could be decisive in determining both the stability and the speci- ficity of the mode of association between two proteins. The finding that I interactions can change the preferential binding site has far reaching consequences to the problem of drug design, either for designing new drugs or for modifying existing drugs to improve their efficacy. Some specific examples were discussed re- cently [36]. We shall not present these highly technical examples here. The interested reader should consult the article by Wang and Ben-Naim [36]. 5. Conclusions The paradigm change from the O to I effects has brought us as close as one can hope for, to the solu- tion of the problem of protein folding and self assembly of proteins. 6. References [1] L. Pauling, “The Nature of Chemical Bond,” 2nd Edition, Cornell University Press, Ithaca, 1948. [2] L. Pauling, “The Nature of Chemical Bond,” 3rd Edition, Cornell University Press, Ithaca, 1960. [3] M. L. Anson and A. E. Mirsky, “The Equilibria between Native and Denatured Hemoglobin in Salicylate Solu- tions and the Theoretical Consequences of the Equilib- rium between Native and Denatured Protein,” Journal General Physiology, Vol. 17, No. 3, 1934, pp. 393-408. doi:10.1085/jgp.17.3.393 [4] A. E. Mirsky and L. Pauling, “On the Structure of Native, Denatured and Coagulated Proteins,” Proceedings of the National Academy Science of the USA, Vol. 22, No. 7, 1936, pp. 439-447. doi:10.1073/pnas.22.7.439 [5] L. Pauling and R. B. Corey, “Atomic Coordinates and Structure Factors for Two Helical Configurations of Polypeptide Chains,” Proceedings of the National Acad- emy Science of the USA, Vol. 37, No. 5, 1951, pp. 235-248. doi:10.1073/pnas.37.5.235 [6] L. Pauling and R. B. Corey, “The Pleated Sheet, A New Layer Configuration of Polypeptide Chains,” Proceed- ings of the National Academy Science, USA, Vol. 37, No. 5, 1951, pp. 251-256. doi:10.1073/pnas.37.5.251 [7] L. Pauling and R. B. Corey, “The Structure of Fibrous Proteins of the Collagen-Gelatin Group,” Proceedings of the National Academy Science of the USA, Vol. 37, No. 5, 1951, pp. 272-281. doi:10.1073/pnas.37.5.272 [8] L. Pauling and R. B. Corey, “Configurations of Peptide Chains with Favored Orientations around Single Bonds: Two New Pleated Sheets,” Proceedings of the National Academy Science of the USA, Vol. 37, No. 5, 1951, pp. 729-740. [9] C. Tanford and J. Reynold, “Nature’s Robots, A History of Proteins,” Oxford University Press, Oxford, 2003. [10] J. A. Schellmann, “The Thermodynamics of Urea Solu- tions and the Heat of Formation of the Peptide Hydrogen Bond,” Comptes Rendus des Travaux du Laboratoire Carlsberg, Serie Chimique, Vol. 29, No. 14-15, 1955, pp. 223-230. [11] J. A. Schellmann, “The Stability of Hydrogen-Bonded Peptide Structures in Aqueous Solution,” Comptes Ren- dus des Travaux du Laboratoire Carlsberg, Serie Chimique, Vol. 29, No. 14-15, 1955, pp. 230-259. [12] W. Kauzmann, “Some Factors in the Interpretation of Protein Denaturation,” Advances in Protein Chemistry, Vol. 14, 1959, pp. 1-63. doi:10.1016/S0065-3233(08)60608-7 [13] A. Fersht, “Structure and Mechanism in Protein Science,” W. H. Freeman and Company, New York, 1999. [14] A. Ben-Naim, “Molecular Theory of Water and Aqueous Copyright © 2011 SciRes. OJBIPHY
A. BEN-NAIM Copyright © 2011 SciRes. OJBIPHY 7 Solutions, Part I: Understanding Water,” World Scientific, Singapore, 2009. doi:10.1142/9789812837615 [15] A. Ben-Maim, “Molecular Theory of Water and Aqueous Solutions, Part II: Hydrophilic Effects in Protein Folding, Self-Assembly and Molecular Recognition,” World Sci- entific, Singapore, 2011. [16] A. Ben-Naim, “Entropy Demystified. The Second Law Reduced to Plain Common Sense,” World Scientific, Singapore, 2007. doi:10.1142/9789812770691 [17] M. Tribus and McIrvine, “Energy and Information,” Sci- entific American, Vol. 225, No. 3, 1971, pp. 179-188. doi:10.1038/scientificamerican0971-179 [18] A. Ben-Naim, “A Farewell to Entropy. Statistical Me- chanics Based on Information,” World Scientific, Singa- pore, 2008. [19] A. Ben-Naim, “Hydrophobic Interactions,” Plenum Press, New York, 1980. [20] A. Ben-Naim, “On the Role of Hydrogen-Bonds in Pro- tein Folding and Protein Association,” Journal of Physi- cal Chemistry, Vol. 95, No. 3, 1990, pp. 1444-1473. [21] A. Ben-Naim, “Solvent-Induced Interactions: Hydropho- bic and Hydrophilic Phenomena,” Journal of Chemical Physics, Vol. 90, No. 12, 1989, pp. 7412-7525. doi:10.1063/1.456221 [22] A. Ben-Naim, “Solvent Effects on Protein Association and Protein Folding,” Biopolymers, Vol. 29, No. 3, 1990, pp. 567-596. doi:10.1002/bip.360290312 [23] A. Ben-Naim, “Solvent Induced Forces in Protein Fold- ing,” Journal of Chemical Physics, Vol. 94, No. 17, 1990, pp. 6893-6895. doi:10.1021/j100380a065 [24] A. Ben-Naim, “Strong Forces between Hydrophilic Macromolecules; Implications in Biological Systems,” Journal of Chemical Physics, Vol. 93, No. 11, 1991, pp. 8196-8210. doi:10.1063/1.459298 [25] A. Ben-Naim, “Statistical Thermodynamics for Chemists and Biochemists,” Plenum Press, New York, 1992. [26] M. Mezei and A. Ben-Naim, “Calculation of the Solvent Contribution to the Potential of Mean Force between Water Molecules in Fixed Relative Orientation in Liquid Water,” Journal of Chemical Physics, Vol. 92, No. 2, 1990, pp. 1359-1361. doi:10.1063/1.458146 [27] S. R. Durell, B. R. Brooks and A. Ben-Naim, “Sol- vent-Induced Forces between Two Hydrophilic Groups,” Journal of Physical Chemistry, Vol. 98, No. 8, 1994, pp. 2198-2202. doi:10.1021/j100059a038 [28] P. Haberfield, J. Kivuls, M. Haddad and T. Rizzo, “En- thalpies, Free Energies and Entropies of Transfer of Phe- nols from Nonpolar Solvents to Water,” Journal of Physical Chemistry, Vol. 88, No. 9, 1984, pp. 1913-1916. doi:10.1021/j150653a049 [29] C. B. Anfinsen, “Principles that Govern the Folding of Protein Chains,” Science, New Series, Vol. 181, No. 4096, 1973, pp. 223-230. [30] E. Haber and C. B. Anfinsen, “Studies on the Reduction on Reformation of Protein Disulfide Bonds,” Journal of Biological Chemistry, Vol. 236, 1961, pp. 1361-1363. [31] H. Wang and A. Ben-Naim, “Solvation and Solubility of Globular Proteins,” Journal of Physical Chemistry B, Vol. 101, No. 6, 1997, pp. 1077-1086. doi:10.1021/jp961591b [32] T. E. Creighton, “The Problem of How and Why Proteins Adopt Folded Conformations,” Journal of Physical Chemistry, Vol. 89, No. 12, 1985, pp. 2452-2459. doi:10.1021/j100258a006 [33] G. D. Rose, P. J. Fleming, J. R. Banavar and A. Maritan, “A Backbone Based Theory of Protein Folding,” Pro- ceedings of the National Academy of Science, Vol. 103, No. 45, 2006, pp. 16623-16633. doi:10.1073/pnas.0606843103 [34] K. A. Dill, “Dominant Forces in Protein Folding,” Bio- chemistry, Vol. 29, No. 31, 1990, pp. 7133-7155. doi:10.1021/bi00483a001 [35] A. Ben-Naim, “Cooperativity and Regulation in Bio- chemical Processes,” Kluwer Academic/Plenum Publish- ers, New York, 2001. [36] H. Wang and A. Ben-Naim, “A Possible Involvement of Solvent Induced Interactions in Drug Design,” Journal of Medicinal Chemistry, Vol. 39, No. 7, 1996, pp 1531-1539. doi:10.1021/jm950430d
|