Signal Transmission in Escherichia coli Cyclic AMP Receptor Protein for Survival in Extreme Acidic Conditions.

During the life cycle of enteric bacterium Escherichia coli, it encounters a wide spectrum of pH changes. The asymmetric dimer of the cAMP receptor protein, CRP, plays a key role in regulating the expressions of genes and the survival of E. coli. To elucidate the pH effects on the mechanism of signal transmission, we present a combination of results derived from ITC, crystallography, and computation. CRP responds to a pH change by inducing a differential effect on the affinity for the binding events to the two cAMP molecules, ensuing in a reversible conversion between positive and negative cooperativity at high and low pH, respectively. The structures of four crystals at pH ranging from 7.8 to 6.5 show that CRP responds by inducing a differential effect on the structures of the two subunits, particularly in the DNA binding domain. Employing the COREX/BEST algorithm, computational analysis shows the change in the stability of residues at each pH. The change in residue stability alters the connectivity between residues including those in cAMP and DNA binding sites. Consequently, the differential impact on the topology of the connectivity surface among residues in adjacent subunits is the main reason for differential change in affinity; that is, the pH-induced differential change in residue stability is the biothermodynamic basis for the change in allosteric behavior. Furthermore, the structural asymmetry of this homodimer amplifies the differential impact of any perturbations. Hence, these results demonstrate that the combination of these approaches can provide insights into the underlying mechanism of an apparent complex allostery signal and transmission in CRP.

Structural Energy Landscapes and Plasticity of the Microstates of Apo Escherichia coli cAMP Receptor Protein.

The theory for allostery has evolved to a modern energy landscape ensemble theory, the major feature of which is the existence of multiple microstates in equilibrium. The properties of microstates are not well defined due to their transient nature. Characterization of apo protein microstates is important because the specific complex of the ligand-bound microstate defines the biological function. The information needed to link biological function and structure is a quantitative correlation of the energy landscapes between the apo and holo protein states. We employed the Escherichia coli cAMP receptor protein (CRP) system to test the features embedded in the ensemble theory because multiple crystalline apo and holo structures are available. Small angle X-ray scattering data eliminated one of the three apo states but not the other two. We defined the underlying energy landscape differences among the apo microstates by employing the computation algorithm COREX/BEST. The same connectivity patterns among residues in apo CRP are retained upon binding of cAMP. The microstates of apo CRP differ from one another by minor structural perturbations, resulting in changes in the energy landscapes of the various domains of CRP. Using the differences in energy landscapes among these apo states, we computed the cAMP binding energetics that were compared with solution biophysical results. Only one of the three apo microstates yielded data consistent with the solution data. The relative magnitude of changes in energy landscapes embedded in various apo microstates apparently defines the ultimate outcome of the cooperativity of binding.

Differential modulation of energy landscapes of cyclic AMP receptor protein (CRP) as a regulatory mechanism for class II CRP-dependent promoters.

The Escherichia coli cAMP receptor protein, CRP, is a homodimeric global transcription activator that employs multiple mechanisms to modulate the expression of hundreds of genes. These mechanisms require different interfacial interactions among CRP, RNA, and DNA of varying sequences. The involvement of such a multiplicity of interfaces requires a tight control to ensure the desired phenotype. CRP-dependent promoters can be grouped into three classes. For decades scientists in the field have been puzzled over the differences in mechanisms between class I and II promoters. Using a new crystal structure, IR spectroscopy, and computational analysis, we defined the energy landscapes of WT and 14 mutated CRPs to determine how a homodimeric protein can distinguish nonpalindromic DNA sequences and facilitate communication between residues located in three different activation regions (AR) in CRP that are ∼30 Šapart. We showed that each mutation imparts differential effects on stability among the subunits and domains in CRP. Consequently, the energetic landscapes of subunits and domains are different, and CRP is asymmetric. Hence, the same mutation can exert different effects on ARs in class I or II promoters. The effect of a mutation is transmitted through a network by long-distance communication not necessarily relying on physical contacts between adjacent residues. The mechanism is simply the sum of the consequences of modulating the synchrony of dynamic motions of residues at a distance, leading to differential effects on ARs in different subunits. The computational analysis is applicable to any system and potentially with predictive capability.

Long-Range Communication Network in the Type 1B Bone Morphogenetic Protein Receptor.

Protein-protein interactions are recognized as a fundamental phenomenon that is intimately associated with biological functions and thus are ideal targets for developing modulators for regulating biological functions. A challenge is to identify a site that is situated away from but functionally connected to the protein-protein interface. We employed bone morphogenetic proteins (BMPs) and their receptors as a model system to develop a strategy for identifying such a network of communication. Accordingly, using computational analyses with the COREX/BEST algorithm, we uncovered an overall pattern connecting various regions of BMPR-1B ectodomain, including the four conserved residues in the protein-protein interface. In preparation for testing the long-range effects of mutations of distal residues for future studies, we examined the extent of measurable perturbation of the four conserved residues by determination of the conformation and relative affinities of these BMPR-1B mutants for ligands BMP-2, -6, and -7 and GDF-5. Results suggest no significant structural changes in the receptor but do suggest that the four residues play different roles in defining ligand affinity and both intra- and intermolecular interactions play a role in defining ligand affinity. Thus, these results established two primary but necessary goals: (1) the baseline knowledge of perturbation of conserved interfacial residues for future reference and (2) the ability of the computational approach to identify the distal residues connecting to the interfacial residues. The data presented here provide the foundation for future experiments to identify the effects of distal residues that affect the specificity and affinity of BMP recognition. Protein-protein interactions are integral reactions in essentially all biological activities such as gene regulation and age-related development. Often, diseases are consequences of the alteration of these intermacromolecular interactions, which are thus recognized as a legitimate target for developing modulators for regulating biological functions. One approach is to design ligands that bind to the protein-protein interface. Another is to identify an allosteric site, an advantage of which is bypassing the potential challenge in competing for high-affinity interfacial interactions or a specific interface in a superassembly of multiple macromolecules. However, a challenge of this approach is identifying a site that is situated away from but functionally connected to the protein-protein interface.

Thermodynamic mechanism for the evasion of antibody neutralization in flaviviruses.

Mutations in the epitopes of antigenic proteins can confer viral resistance to antibody-mediated neutralization. However, the fundamental properties that characterize epitope residues and how mutations affect antibody binding to alter virus susceptibility to neutralization remain largely unknown. To address these questions, we used an ensemble-based algorithm to characterize the effects of mutations on the thermodynamics of protein conformational fluctuations. We applied this method to the envelope protein domain III (ED3) of two medically important flaviviruses: West Nile and dengue 2. We determined an intimate relationship between the susceptibility of a residue to thermodynamic perturbations and epitope location. This relationship allows the successful identification of the primary epitopes in each ED3, despite their high sequence and structural similarity. Mutations that allow the ED3 to evade detection by the antibody either increase or decrease conformational fluctuations of the epitopes through local effects or long-range interactions. Spatially distant interactions originate in the redistribution of conformations of the ED3 ensembles, not through a mechanically connected array of contiguous amino acids. These results reconcile previous observations of evasion of neutralization by mutations at a distance from the epitopes. Finally, we established a quantitative correlation between subtle changes in the conformational fluctuations of the epitope and large defects in antibody binding affinity. This correlation suggests that mutations that allow viral growth, while reducing neutralization, do not generate significant structural changes and underscores the importance of protein fluctuations and long-range interactions in the mechanism of antibody-mediated neutralization resistance.

The N-terminal capping propensities of the D-helix modulate the allosteric activation of the Escherichia coli cAMP receptor protein.

Transduction of biological signals at the molecular level involves the activation and/or inhibition of allosteric proteins. In the transcription factor cAMP receptor protein (CRP) from Escherichia coli, the allosteric activation, or apo-holo transition, involves rigid body motions of domains and structural rearrangements within the hinge region connecting the cAMP- and DNA-binding domains. During this apo-holo transition, residue 138 is converted as part of the elongated D-helix to the position of the N-terminal capping residue of a shorter D-helix. The goal of the current study is to elucidate the role of residue 138 in modulating the allostery between cAMP and DNA binding. By systematically mutating residue 138, we found that mutants with higher N-terminal capping propensities lead to increased cooperativity of cAMP binding and a concomitant increase in affinity for lac-DNA. Furthermore, mutants with higher N-terminal capping propensity correlate with properties characteristic of holo-CRP, particularly, increase in protein structural dynamics. Overall, our results provide a quantitative characterization of the role of residue 138 in the isomerization equilibrium between the apo and holo forms of CRP, and in turn the thermodynamic underpin to the molecular model of allostery revealed by the high resolution structural studies.

A host-guest relationship in bone morphogenetic protein receptor-II defines specificity in ligand-receptor recognition.

One of the most intriguing questions confronting the bone morphogenetic protein family is the mechanism of ligand recognition, because there are more ligands than receptors. Crystal structures of two type II receptors, ActR-II and BMPR-II, are essentially identical, and a loop structure (A-loop) has been suggested to play a role in determining ligand specificity. A solution biophysical study showed mutations of several A-loop residues in these two receptors exert different ligand binding effects. Thus, the issues of mechanism of ligand recognition and specificity remain unresolved. We examined effects of mutations of residues Y40, G47, and S107 in BMPR-II. These residues are not identified as being in contact with the ligand in the BMP-7-BMPR-II complex but are found mutated in genetic diseases. They are likely to be useful in identifying their roles in differentiating the various BMP ligands. Spectroscopic probing revealed little mutation-induced structural change in BMPR-II. Ligand binding studies revealed that Y40 plays a significant role in differentiating three distinct ligands; G47 and S107 affect ligand binding to a lesser extent. The role of the A-loop in ActR-II or BMPR-II is dependent on the host sequence of the receptor extracellular domain (ECD) in which it is embedded, suggesting a host-guest relationship between the A-loop and the rest of the ECD. Computational analysis demonstrated a long-range connectivity between Y40, G47, and S107 and other locations in BMPR-II. An integration of these results on functional energetics and protein structures clearly demonstrates, for the first time, an intradomain communication network within BMPR-II.

Functional energetic landscape in the allosteric regulation of muscle pyruvate kinase. 1. Calorimetric study.

Rabbit muscle pyruvate kinase (RMPK) is an important allosteric enzyme of the glycolytic pathway catalyzing a transfer of the phosphate from phosphoenolpyruvate (PEP) to ADP. The energetic landscape of the allosteric regulatory mechanism of RMPK was characterized by isothermal titration calorimetry (ITC) in the temperature range from 4 to 45 degrees C. ITC data for RMPK binding to substrates PEP and ADP, for the allosteric inhibitor Phe, and for combination of ADP and Phe were globally analyzed. The thermodynamic parameters characterizing the linked-multiple-equilibrium system were extracted. Four novel insights were uncovered. (1) The binding preference of ADP for either the T or R state is temperature-dependent, namely, more favorable to the T and R states at high and low temperatures, respectively. This crossover of affinity toward R and T states implies that ADP plays a complex role in modulating the allosteric behavior of RMPK. Depending on the temperature, binding of ADP can regulate RMPK activity by favoring the enzyme to either the R or T state. (2) The binding of Phe is negatively coupled to that of ADP; i.e., Phe and ADP prefer not to bind to the same subunit of RMPK. (3) The release or absorption of protons linked to the various equilibria is specific to the particular reaction. As a consequence, pH will exert a complex effect on these linked equilibria, resulting in the proton being an allosteric regulatory ligand of RMPK. (4) The R <--> T equilibrium is accompanied by a significant DeltaC(p), rendering RMPK most sensitive to temperature under physiological conditions. During muscle activity, both pH and temperature fluctuations are known to happen; thus, results of this study are physiologically relevant.

Functional energetic landscape in the allosteric regulation of muscle pyruvate kinase. 3. Mechanism.

Mammalian pyruvate kinase exists in four isoforms with characteristics tuned to specific metabolic requirements of different tissues. All of the isoforms, except the muscle isoform, exhibit typical allosteric behavior. The case of the muscle isoform is a conundrum. It is inhibited by an allosteric inhibitor, Phe, yet it has traditionally not been considered as an allosteric enzyme. In this series of study, an energetic landscape of rabbit muscle pyruvate kinase (RMPK) was established. The phenomenon of inhibition by Phe is shown to be physiological. Furthermore, the thermodynamics for the temperature fluctuation and concomitant pH change as a consequence of muscle activity were elucidated. We have shown that (1) the differential number of protons released or absorbed with regard to the various linked reactions adds another level of control to shift the binding constants and equilibrium of active <--> inactive state changes (the latter controls quantitatively the activity of RMPK); (2) ADP plays a major role in the allosteric mechanism in RMPK under physiological temperatures (depending on the temperature, ADP can assume dual and opposite roles of being an inhibitor by binding preferentially to the inactive form and a substrate); and (3) simulation of the RMPK behavior under physiological conditions shows that the net results of the 21 thermodynamic parameters involved in the regulation are well-tuned to allow the maximal response of the enzyme to even minute changes in temperature and ligand concentration.

Functional energetic landscape in the allosteric regulation of muscle pyruvate kinase. 2. Fluorescence study.

The energetic landscape of the allosteric regulatory mechanism of rabbit muscle pyruvate kinase (RMPK) was characterized by isothermal titration calorimetry (ITC). Four novel insights were uncovered. (1) ADP exhibits a dual property. Depending on the temperature, ADP can regulate RMPK activity by switching the enzyme to either the R or T state. (2) The assumption that ligand binding to RMPK is state-dependent is only correct for PEP but not Phe and ADP. (3) The effect of pH on the regulatory behavior of RMPK is partly due to the complex pattern of proton release or absorption linked to the multiple linked equilibria which govern the activity of the enzyme. (4) The R <--> T equilibrium is accompanied by a significant DeltaC(p), rendering RMPK most sensitive to temperature under physiological conditions. To rigorously test the validity of conclusions derived from the ITC data, in this study a fluorescence approach, albeit indirect, that tracks continuous structural perturbations was employed. Intrinsic Trp fluorescence of RMPK in the absence and presence of substrates phosphoenolpyruvate (PEP) and ADP, and the allosteric inhibitor Phe, was measured in the temperature range between 4 and 45 degrees C. For data analysis, the fluorescence data were complemented by ITC experiments to yield an extended data set allowing more complete characterization of the RMPK regulatory mechanism. Twenty-one thermodynamic parameters were derived to define the network of linked interactions involved in regulating the allosteric behavior of RMPK through global analysis of the ITC and fluorescent data sets. In this study, 27 independent curves with more than 1600 experimental points were globally analyzed. Consequently, the consensus results substantiate not only the conclusions derived from the ITC data but also structural information characterizing the transition between the active and inactive states of RMPK and the antagonism between ADP and Phe binding. The latter observation reveals a novel role for ADP in the allosteric regulation of RMPK.

A single-residue mutation destabilizes Vibrio harveyi flavin reductase FRP dimer.

Our earlier studies have shown that the Vibrio harveyi flavin reductase FRP undergoes a monomer-dimer equilibrium, and luciferase forms a functional complex with the FRP monomer but not significantly with the dimer. This work is aimed at further investigating the nature and regulation of FRP subunit interactions by computation and site-directed mutagenesis approaches. In silico mutations of a number of residues were performed, and energetic analyses led us to target residue E99, which interacts directly with R113 and R225 from the second subunit of the FRP homodimer, for detailed investigation. E99 was found non-essential to the binding of either the FMN cofactor or the substrates. However, in comparison with the native enzyme, the E99K variant was shown to have an enhanced subunit dissociation as evident from a 44-fold higher K(d) for the monomer-dimer equilibrium. The critical role of E99 in the formation of the FRP dimer has thus been demonstrated.

Modulation of allostery of pyruvate kinase by shifting of an ensemble of microstates.

Since the introduction of the concepts of allostery about four decades ago, much advancement has been made in elucidating the structure-function correlation in allostery. However, there are still a number of issues that remain unresolved. In this review we used mammalian pyruvate kinase (PK) as a model system to understand the role of protein dynamics in modulating cooperativity. PK has a triosephosphate isomerase (TIM) (alpha/beta)(8) barrel structural motif. PK is an ideal system to address basic questions regarding regulatory mechanisms about this common (alpha/beta)(8) structural motif. The simplest model accounting for all of the solution thermodynamic and kinetic data on ligand-enzyme interactions involves two conformational states, inactive E(T) and active E(R). These conformational states are represented by domain movements. Further studies provide the first evidence for a differential effect of ligand binding on the dynamics of the structural elements, not major secondary structural changes. These data are consistent with our model that allosteric regulation of PK is the consequence of perturbation of the distribution of an ensemble of states in which the inactive E(T) and active E(R) represent the two extreme end states. Sequence differences and ligands can modulate the distribution of states leading to alterations of functions. The future work includes: defining the network of functionally connected residues; elucidating the chemical principles governing the sequence differences which affect functions; and probing the nature of mutations on the stability of the secondary structural elements, which in turn modulate allostery.

The endosome-associated protein Hrs is hexameric and controls cargo sorting as a "master molecule".

The structure of the endosomal-associated protein, Hrs, has been determined with cryo-electron microscopy. Hrs interacts with a number of proteins, including SNAP-25 and STAM1, forming a complex that binds ubiquitin moieties. Analytical ultracentrifugation studies revealed that Hrs exists as a hexamer. The symmetry and the structure of the hexameric form of Hrs were determined with the single-particle reconstruction method. Hrs comprises three antiparallel dimers with a central core and distinct caps on either end. Crystal structures of VHS and FYVE domains fit into the Hrs end caps in the EM density map. Thus, the location of domains that interact with the endosomal membrane, the VHS, FYVE, and C-terminal domains, facilitates the anchorage of Hrs to the membrane, initiating the functional processes of Hrs on the endosome. Based on our model, the Hrs hexamer interacts with the membrane and acts as a "master molecule" that presents multiple sites for protein binding.

A domain in human EXOG converts apoptotic endonuclease to DNA-repair exonuclease.

Human EXOG (hEXOG) is a 5'-exonuclease that is crucial for mitochondrial DNA repair; the enzyme belongs to a nonspecific nuclease family that includes the apoptotic endonuclease EndoG. Here we report biochemical and structural studies of hEXOG, including structures in its apo form and in a complex with DNA at 1.81 and 1.85 Å resolution, respectively. A Wing domain, absent in other ßßα-Me members, suppresses endonuclease activity, but confers on hEXOG a strong 5'-dsDNA exonuclease activity that precisely excises a dinucleotide using an intrinsic 'tape-measure'. The symmetrical apo hEXOG homodimer becomes asymmetrical upon binding to DNA, providing a structural basis for how substrate DNA bound to one active site allosterically regulates the activity of the other. These properties of hEXOG suggest a pathway for mitochondrial BER that provides an optimal substrate for subsequent gap-filling synthesis by DNA polymerase γ.

Crystallization and preliminary X-ray diffraction of the ZO-binding domain of human occludin.

Occludin is a tight-junction protein controlling the integrity of endothelial and epithelial cell layers. It forms complexes with the cytoplasmic proteins ZO-1, ZO-2 and ZO-3. The ZO-binding domain in the C-terminal cytoplasmic region of human occludin has previously been isolated and identified. This domain, as expressed in a bacterial system or isolated from native cellular occludin, maintains its ability to bind ZO-1 and ZO-2. The crystallization conditions of the human ZO-binding domain are reported here. The crystals diffract to 2.3 A resolution and were shown to belong to the orthorhombic space group P2(1)2(1)2(1), with unit-cell parameters a = 33.3, b = 35.4, c = 107.3 A.

Major linear IgE epitopes of mountain cedar pollen allergen Jun a 1 map to the pectate lyase catalytic site.

Resolution of the 3D structures and IgE epitopes of allergens may identify common or conserved features of allergens. Jun a 1, the predominant allergen in mountain cedar pollen, was chosen as a model for identifying common structural and functional features among a group of plant allergens. In this study, synthetic, overlapping peptides of Jun a 1 and sera from patients allergic to mountain cedar pollen were used to identify linear epitopes. A 3D model of Jun a 1 was produced using the Bacillus subtiles pectate lyase (PL) as a template and validated with biophysical measurements. This allowed mappings of four IgE binding sites on Jun a 1. Two of the epitopes mapped to turns or loops on the surface of the model structure. The other two epitopes mapped to the beta-sheet region, homologous to the catalytic site of PL. This region of Jun a 1 is highly conserved in the group 1 allergens from other cedar trees as well as microbial PLs. The finding that two out of three major IgE epitopes map to highly conserved catalytic regions of group 1 cedar allergens may help to explain the high degree of cross-reactivity between cedar pollen allergens and might represent a pattern of reactivity common to other allergens with catalytic activity.

Effects of metabolites on the structural dynamics of rabbit muscle pyruvate kinase.

The activity of rabbit muscle pyruvate kinase (PK) is regulated by metabolites. Besides requiring the presence of its substrates, PEP and ADP, the enzyme requires Mg(2+) and K(+) for activity. PK is allosterically inhibited by Phe for activity. The presence of PEP or Phe has opposing effects on the hydrodynamic properties of the enzyme without an apparent change in secondary structure. In this study, the structural perturbation induced by ligand binding was investigated by Fourier transform infrared (FT-IR) spectroscopy. Furthermore, the structural dynamics of PK was probed by H/D exchange monitored by FT-IR. Substrates and activating metal ions induce PK to assume a more dynamic structure while Phe exerts an opposite effect. In all cases there is no significant interconversion of secondary structures. PEP is the most efficient ligand in inducing a change in the microenvironments of both helices and sheets so much so that they can be detected spectroscopically as separate bands. These results provide the first evidence for a differential effect of ligand binding on the dynamics of structural elements in PK. Furthermore, the data support the model that allosteric regulation of PK is the consequence of perturbation of the distribution of an ensemble of states in which the observed change in hydrodynamic properties represent the two extreme end states.

The advantage of global fitting of data involving complex linked reactions.

In this chapter, we demonstrate the advantage of the simultaneous multicurve nonlinear least-squares analysis over that of the conventional single-curve analysis. Fitting results are subjected to thorough Monte Carlo analysis for rigorous assessment of confidence intervals and parameter correlations. The comparison is performed on a practical example of simulated steady-state reaction kinetics complemented with isothermal calorimetry (ITC) data resembling allosteric behavior of rabbit muscle pyruvate kinase (RMPK). Global analysis improves accuracy and confidence limits of model parameters. Cross-correlation between parameters is also reduced with accompanying enhancement of the model-testing power. This becomes especially important for validation of models with "difficult" highly cross-correlated parameters. We show how proper experimental design and critical evaluation of data can improve the chance of differentiating models.

Mutational analysis of the West Nile virus NS4B protein.

West Nile virus NS4B is a small hydrophobic nonstructural protein approximately 27 kDa in size whose function is poorly understood. Amino acid substitutions were introduced into the NS4B protein primarily targeting two distinct regions; the N-terminal domain (residues 35 through 60) and the central hydrophobic domain (residues 95 through 120). Only the NS4B P38G substitution was associated with both temperature-sensitive and small-plaque phenotypes. Importantly, this mutation was found to attenuate neuroinvasiveness greater than 10,000,000-fold and lower viremia titers compared to the wild-type NY99 virus in a mouse model. Full genome sequencing of the NS4B P38G mutant virus revealed two unexpected mutations at NS4B T116I and NS3 N480H (P38G/T116I/N480H), however, neither mutation alone was temperature sensitive or attenuated in mice. Following incubation of P38G/T116I/N480H at 41°C, five mutants encoding compensatory substitutions in the NS4B protein exhibited a reduction in the temperature-sensitive phenotype and reversion to a virulent phenotype in the mouse model.

Modulation of allosteric behavior through adjustment of the differential stability of the two interacting domains in E. coli cAMP receptor protein.

The communication mechanism(s) responsible for the allosteric behavior of E.coli cAMP binding receptor protein, CRP, is still a subject of intense investigation. As a tool to explore the communication mechanism, the mutations at various positions in the cAMP-binding (K52N, D53H, S62F and T127L) or the DNA- binding (H159L) domain or both (K52N/H159L) were generated. The sites and specific nature of side chain substitutions were defined by earlier genetic studies, the results of which show that these mutants have a similar phenotype i.e. they are activated without exogenous cAMP. Presently, no significant changes in the structures of WT and mutant CRPs have been observed. Hence, the pressing issue is to identify a physical parameter that reflects the effects of mutations. In this study, the stability of these various CRP species in the presence of GuHCl was monitored by three spectroscopic techniques, namely, CD, tryptophan fluorescence and FT-IR which could provide data on the stability of α-helices and ß-strands separately. Results of this study led to the following conclusions: 1. The α-helices can be grouped into two families with different stabilities. Mutations exert a differential effect on the stability of helices as demonstrated by a biphasic unfolding curve for the helices. 2. Regardless of the locations of mutations, the effects can be communicated to the other domain resulting in a perturbation of the stability of both domains, although the effects are more significantly expressed in the stability of the helices. 3. Although in an earlier study [Gekko, et al. Biochemistry 43 (2004) 3844] we showed that cooperativity of cAMP binding is generally correlated to the global dynamics of the protein and DNA binding affinity, in this study we found that generally there is no clear correlation between functional energetics and stability of secondary structures. Thus, results of this study imply that modulation of allostery in CRP is entropic in nature.