- Research article
- Open Access
Computational modeling of the bHLH domain of the transcription factor TWIST1 and R118C, S144R and K145E mutants
© Maia et al.; licensee BioMed Central Ltd. 2012
- Received: 16 February 2012
- Accepted: 17 July 2012
- Published: 28 July 2012
Human TWIST1 is a highly conserved member of the regulatory basic helix-loop-helix (bHLH) transcription factors. TWIST1 forms homo- or heterodimers with E-box proteins, such as E2A (isoforms E12 and E47), MYOD and HAND2. Haploinsufficiency germ-line mutations of the twist1 gene in humans are the main cause of Saethre-Chotzen syndrome (SCS), which is characterized by limb abnormalities and premature fusion of cranial sutures. Because of the importance of TWIST1 in the regulation of embryonic development and its relationship with SCS, along with the lack of an experimentally solved 3D structure, we performed comparative modeling for the TWIST1 bHLH region arranged into wild-type homodimers and heterodimers with E47. In addition, three mutations that promote DNA binding failure (R118C, S144R and K145E) were studied on the TWIST1 monomer. We also explored the behavior of the mutant forms in aqueous solution using molecular dynamics (MD) simulations, focusing on the structural changes of the wild-type versus mutant dimers.
The solvent-accessible surface area of the homodimers was smaller on wild-type dimers, which indicates that the cleft between the monomers remained more open on the mutant homodimers. RMSD and RMSF analyses indicated that mutated dimers presented values that were higher than those for the wild-type dimers. For a more careful investigation, the monomer was subdivided into four regions: basic, helix I, loop and helix II. The basic domain presented a higher flexibility in all of the parameters that were analyzed, and the mutant dimer basic domains presented values that were higher than the wild-type dimers. The essential dynamic analysis also indicated a higher collective motion for the basic domain.
Our results suggest the mutations studied turned the dimers into more unstable structures with a wider cleft, which may be a reason for the loss of DNA binding capacity observed for in vitro circumstances.
- Transcription factor
- Comparative modeling
- Molecular dynamics simulation
- Collective motions
TWIST1 is essential in embryological morphogenesis, mesoderm patterning and development. The protein is highly conserved from Drosophila to humans. In vertebrates, TWIST1 is involved in cell type determination and differentiation during myogenesis, cardiogenesis, neurogenesis , hematopoiesis  and osteogenesis . TWIST1 is a basic helix-loop-helix (bHLH) transcription factor (TF) in which the basic DNA-binding region is followed by a dimerization region composed of two amphipathic α-helices separated by a loop domain. TWIST1 forms either homo- or heterodimers with other bHLH proteins and binds to short conserved sequences called E-boxes (5´-CANNTG–3´) in promoter regions, regulating the transcription of target genes .
The dimer partner choice is a critical factor in determining TWIST1 activity in both flies and vertebrates [5, 6]. In mammals, the transcription of thrombospondin is induced by heterodimers of TWIST1 with E2A (also known as TCF3; it presents two isoforms, E12 and E47), whereas homodimers of TWIST1 up-regulate the transcription of FGFR2 and periostin. In vitro assays have shown that TWIST1/E2A heterodimers bind DNA more efficiently than their homodimers , and this association also protects TWIST1 from ubiquitin-dependent proteasome degradation . The TWIST1/E2A heterodimer also represses osteoblast differentiation by downregulating the expression of CDKN1A (p21), an inhibitor of cyclin-dependent kinases . It has been shown that heterodimers of MyoD with E12 or E47 bind to the E-box sequence more efficiently than E12 or even E47 homodimers . As only the heterodimers of the myogenic bHLH protein with the ubiquitous E2A protein are able to activate muscle-specific gene expression and differentiation, it is very important to ensure that only these heterodimers, and not E2A protein homodimers, bind to the relevant E-box sites. The myogenic bHLH proteins do not form homodimers efficiently. To compete with the E2A protein homodimers, the heterodimers must have a higher affinity for the binding site. However, this does not mean that E2A protein homodimers are of no use. The E2A proteins in B cells may be unique in their ability to bind DNA as homodimers. In muscle cells and pancreatic cells, they clearly prefer to bind DNA as heterodimers [10–13].
Null mutations of twist1 in Drosophila result in embryonic lethality because of the complete absence of mesoderm, and homozygous knock-out mice die at E10.5-11, presenting a failure of neural tube closure and defects in the head mesenchyme, branchial arches, somites and limb buds . Mice that are heterozygous for twist1 null mutations display a phenotype that is similar to a human hereditary disorder called Saethre-Chotzen Syndrome (SCS – also known as acrocephalosyndactyly type III). Humans with twist1 gene germ-line haploinsufficiency suffer from premature fusion of cranial sutures, skull deformations, limb abnormalities and facial dysmorphism .
More than 70 different mutations in the TWIST1 gene have been identified in unrelated SCS patients and cluster in the bHLH coding sequence, either truncating or disrupting the transcription factor [16, 17]. Approximately 75% of these mutations are single base pair substitutions that either create premature termination codons or substitute highly conserved residues in the bHLH region. The first type of mutation is represented mainly by nonsense mutations that are upstream to or within the bHLH motif. These mutations produce truncated proteins that rapidly degrade. The second type of mutations are missense mutations that involve the helix I or II region, creating proteins that fail to heterodimerize and which then become abnormally located in the cytoplasm . Three missense mutations described by El Ghouzzi , Arg118Cys (R118C – helix I), Ser144Arg (S144R - loop) and Lys145Glu (K154E – helix II), are important because they lead to a loss of DNA binding for the TWIST/E12 heterodimer and, as a result, impair TWIST1 activity.
The three-dimensional (3D) structure of the TWIST1 protein has not yet been solved experimentally, and as the structure and function of a protein are intimately correlated, the elucidation of the 3D structure of TWIST1 could allow function prediction studies and the possibility of studying mutation effects, dynamic behavior under different conditions, and rational drug design. Given that only a limited number of proteins have had their 3D structures solved, theoretical methods, such as ab initio or comparative modeling, would appear to be fast and reliable methods for addressing this issue.
Because of the importance of TWIST1 in the regulation of embryonic development, its substantial relationship with SCS and the lack of an experimentally solved structure for this protein, we performed comparative modeling for the TWIST1 bHLH region for both the homodimer and heterodimer with E47. These are important for DNA binding in the promoter region of target genes, and we evaluated their behavior in aqueous solution using molecular dynamics simulations. Three mutations that promote DNA binding failure, R118C, S144R and K145E, were also studied.
TWIST1-bHLH dimer structure construction
The human TWIST1 sequence was obtained from the International Protein Index (IPI) database and was analyzed to identify the conserved domains and secondary structure using the Eukaryotic Linear Motif (ELM) resource for functional sites in proteins  and GlobPlot2 , respectively. The Globplot2 parameters that were used to suggest a disordered region were examined using the Russel/Linding propensity algorithm, which is based on the hypothesis that the tendency of amino acids to be disordered can be expressed by the difference between the propensity to be a “random coil” versus a regular “secondary structure”, as defined by DSSP. A search for TWIST1 homology sequences to identify a template for comparative modeling was performed using the BLASTp program (Basic Local Alignment Search Tool for proteins - ) with the BLOSUM62 comparison matrix and the RSCB Protein Databank . Template selection was based on a high percentage of coverage combined with the best levels for identity and similarity. Sequence alignment between TWIST1 and the selected template was performed using the ClustalW2 program [23, 24] and the default parameters for the local alignment.
The three-dimensional (3D) models for the TWIST1 homodimer (TWI/TWI), TWIST1/E47 heterodimer (TWI/E47) and monomeric TWIST1 mutated models R118C, S144R and K145E were built using the MODELLER 9v6 package . One hundred models were randomly generated from the template structure for each model (wild-type and mutants). The model with the lowest Objective Function score, which is the sum of all of the restraints, was subjected, by MODELLER scripts, to a root mean square deviation (RMSD) analysis taking the constraints of the template as a reference. Optimization was performed using the variable target function method  and employing the conjugate gradient algorithm, along with molecular dynamics with simulated annealing, to relax the models. Comparative modeling using the MODELLER program was performed with a desktop computer with an Intel® Dual Core™ CPU (1.8 GHz) in a Windows operating system environment.
The models were subjected to detailed evaluation and were checked for possible errors using the tools that were available for structural assessment at the SwissModel Workspace . QMEAN6  estimates the global model quality and returns a pseudo-energy value, which can be used to compare and rank alternative models of the same target, with the best model represented by the lowest predicted energy. PROCHECK assesses the stereochemical quality of a protein by analyzing Ramachandran plots . DFIRE is an all-atom statistical potential analysis that aids in the evaluation of non-bonding atomic interactions. It generates pseudo-energy values for the entire model that reflect its quality. DFIRE can be used for ranking alternative predictions of the same target. The lowest pseudo-energy values indicate models that are closer to the native conformation . The QMEAN Z-score corresponds to a measurement of the absolute quality of a model, providing an estimation of the “degree of nativeness” of structural features that are observed in a model, and describes the chance that a given model is of a quality that is comparable to experimental structures. Models with low quality are expected to have strongly negative QMEAN Z-scores .
Molecular dynamics simulation and analysis
Molecular dynamics (MD) simulations were performed using the GROMACS package v. 4.5.3  according to the following procedures. First, the best homology model for the dimers was inserted into a 60 Å x 60 Å x 80 Å TIP4P  solvated orthorhombic box, and the system was neutralized by adding negatively charged Cl- counter ions at random positions. All of the simulations were performed using the OPLS-AA (Optimized Potentials for Liquid Simulations, including every atom explicitly) force field . Periodic boundary conditions were applied in all directions. The final configuration of all of the systems is described in Additional file 1: Table S1. To remove highly repulsive contacts, the system was submitted to 1000 steps of energy minimization using the steepest descent method with GROMACS program. All of the bond lengths were constrained with the LINCS algorithm. Non-bonded interactions were taken into account using the 6–12 Lennard-Jones potential, using a cut-off radius of 14 Å and a PME electrostatic treatment with a 10 Å radius for the coulomb interactions. All of the MD simulations were performed in the Gibbs ensemble at 300 K and 1 atm using the Berendsen algorithm. The simulations were conducted in two steps: equilibration and trajectory collection. For the equilibration stage, 1 ns was performed with all atomic protein positions restrained. The second step was a simulation without restraints, performed for 50 ns. In both stages of the simulation, a 2-fs time step was applied . All calculations were carried out on an Intel(R) Core(TM) i7 CPU (2.67 GHz) machine, and the GROMACS program ran under an MPI protocol with the jobs distributed to 8 processors.
Trajectories for both homo- and heterodimers in aqueous solution were analyzed to obtain structural and dynamic properties using the GROMACS analysis tools package, including the interaction potential energy between the monomers of the dimers, root mean square fluctuation of the residues (RMSF), root mean square deviation (RMSD) of the monomer backbone and for each region, radius of gyration (Rg) of the monomer backbone and each region, secondary structure prediction using the DSSP program for the dimers, minimum distance between the centers of mass between regions, variation of the solvent accessible surface area (SASA - ΔSASA was calculated by subtracting the sum of the SASAs of the individual monomers from the SASA of their respective dimers) and collective motions (essential dynamics using g_covar and g_anaeig analysis in the GROMACS package) during the simulation time. The porcupine plots were generated by the Dynatraj webserver  and plotted using VMD software .
Construction of TWIST1 models
The structural changes promoted by the R118C, S144R and K145E mutations in the TWIST1 monomer were examined (Figure 3 D, E and F, respectively). The R118C substitution resulted in the neutralization of the net charge at this site. In addition, it is worth mentioning that both residues (arginine and cysteine) differed significantly in SAS, with a decrease of up to 90 Å2 of total surface accessible residue area (SAS – Additional file 3: Table S3). The substitution S144R also led to a modification in the AA charge (neutral to positive), with an enhancement of the solvent accessible surface area (SASA) of the mutated amino acid (SASA of 100 Å2 – Additional file 3: Table S3). Finally, the substitution K145E accounted for both homo- and heterodimer inversion of the charges (positive to negative). No evident difference was observed for SAS, and a shift to a more hydrophilic profile was observed (hydrophobic values changed from 125 to 40).
Summary from SWISSMODEL evaluation package pseudo-energies
According to the DFIRE and QMEAN6 analyses, which evaluated the model analyzing non-bonded atomic interactions and global model quality, respectively, all of the models presented score values that were higher than the template (−138.26 and 0.668, respectively), as shown in Table 1. The QMEAN6 Z-score values also confirmed that modeled proteins improved their three-dimensional structure, presenting values that were higher than the template (−0.98). The only structure that presented a similar score to the template was the structure that corresponded to the wild-type (wt) heterodimer (−0.93), which was likely influenced by the template structure (Table 1).
Molecular dynamic simulations of wild-type and mutant proteins
All of the time evolution analysis was performed using the GROMACS package taking into account all of the atoms, the backbone and the Cα atoms of the structures to ascertain whether there was a significant movement of the residues. Once the difference between the structures with and without side-chains was within the expected range, we decided to investigate the backbone.
Average values of geometrical property statistics during the last 30 ns of MD simulations
The analysis of the secondary structure of the protein bHLH dimer throughout the analysis using the DSSP program did not present significant variations (Additional file 5: Figure S2). Therefore, all of the dimers did not exhibit large variations with respect to exposed residues and kept their structures folded.
The initial profile and behavior during the simulation of the wt and the mutated residues regarding hydrophobic/hydrophilic SASA, volume and average area were assessed (Additional file 3: Table S3). The ratio between the mean and the equilibrated structure was calculated (indicated in parentheses), and the values less than 1 (in bold) indicated that the parameter decreased when compared with the reference. The hydrophilic SASA of C118 of the R118C mutant form decreased for the homo- and heterodimers and increased for R144 of the S144R mutant, indicating that C118 became less hydrophilic (and charged) and R144 turned into a more hydrophilic residue. The K145E mutation also changed the residue to a more hydrophilic one.
The decrease of the total SASA and average area on the C118 residue of 90 Å2 and the increase of 100 Å2 on the R144 residue were conserved throughout the simulation for both the homodimers and heterodimers. For the E145 mutation, the area remained constant and did not differ between the wt and the mutated residue for both dimers (Additional file 3: Table S3).
The basic domain presents distinct behavior compared with other domains
The minimum distance between the centers of mass for the regions presented higher values for the basic domain (data not shown), confirming the previous analysis. The mutated proteins presented RMSD values that were higher than for the wt, except for the S144R homodimer, which presented values that were similar to the wt homodimer.
Tracking the cavity gap motion by essential dynamic analysis
Currently, no 3D structure of TWIST1 is available. Therefore, the aim of this study was to predict this structure along with important mutations in 3 regions by using the homology modeling technique and to study the behavior of the structures in aqueous solution. No entire 3D structure of a eukaryotic transcription factor is present in the Protein Data Bank, which is most likely because most transcription factors with modular structures commonly possess one or more intrinsically disordered (ID) regions/domains, usually in terminal tails and linker regions between domains . For human TWIST1, there is a large disordered region in the N-terminus (residues 3 to 102) that is known to interact with p300 and HAT, among other proteins . However, this interaction has not been demonstrated in vivo yet. The disordered region contains 2 nuclear localization signals . The C-terminal region of TWIST1, which is highly conserved among vertebrates and contains a “twist-box” (WR motif) , also presented a large ID region that is intercalated with α-helix domains.
The bHLH domain of the TWIST1 protein is of special interest because some of the most frequent mutations described for SCS occur in this domain. In addition, the domain is closely related to transcription factor function. The high sequence similarity of the bHLH domain among the various proteins of the same family and a large amount of experimental structural data allowed us to model the bHLH domain of TWIST1 and the R118C, S144R and K145E mutations in TWIST1 monomers by comparative modeling. There is a high level of conservation for human R118 and K145 across species, and the modification to a non-conserved residue could explain the loss of DNA-binding capacity, which is critical to TF function. The S144 is less conserved among species, although it is present in more than 30% of the identified bHLH TF family members . The choice of E47 as a dimerization partner was based on evidence that this partnership occurs in patients suffering the genetic disorder SCS . Recent works have shown that TWIST1 transcription complexes co-precipitate with E12 and E47 . In addition, other bHLH proteins may be TWIST1 partners, depending on the tissue and environment conditions, and will affect the expression of different targets.
All of the mutations that were described and assessed in this study modify the charge and volume of the residue side chains. The dimers also presented an accessible surface that is smaller for the wild-type proteins, demonstrating that, in mutant proteins, a higher area is exposed. The heterodimers presented better behavior in all analyzed simulation conditions. This performance is accordance with the literature, which describes heterodimers formed by E47 and other bHLH monomer as more stable than their respective homodimers [46, 47]. The stability observed in the presence of the E47 monomer may be because helix 1 of E47 is one turn longer than TWIST1 (and MyoD), which results in an increase in the buried surface at the dimer interface. In addition, the loop region may form a network of hydrogen bonds that bridges helices 1 and 2, stabilizing its fold, which most likely contributes to the stability of the E47 dimer. The E47 protein is stably folded and dimeric in the absence of DNA binding, whereas MyoD, despite of its sequence similarity to E47, presents a more unstable dimer . The basic domain motion for all dimers detected in our study supports the idea that transcription factors should present an adaptable DNA-binding region in a way that fits different target genes. The wider range of motion observed mainly for the R118C homodimer may be due to instability caused by this mutated residue. The other mutated dimers also presented a wider motion than the wt dimer but on a smaller scale than TWI_A/TWI_B R118C. Our results support El Ghouzzi´s suggestion of why these mutations impair TWIST1 binding to DNA . The author used an electrophoretic mobility shift assay to demonstrate the loss of binding capacity for wt and mutated dimers. The previous conclusion was made based upon the crystallographic structure of the bHLH family member MYOD, as the basic region of both MYOD and TWIST1 present high sequence identity. The modifications described by El Ghouzzi were applied to MYOD by rotating the side-chain of the mutated residue to infer the consequences to DNA-binding. It is noteworthy that this modification was performed on a static structure, without energy minimization and molecular dynamics simulation, which we have accomplished here.
Both the TWIST1 homodimer and the E47/TWIST1 heterodimer bHLH models presented no major deformations in their structures or high amplitude movements except for the basic region. The basic region movements were accentuated in the homodimers. This behavior could be explained by the fact that this region is where the protein binds to the DNA molecule; therefore, a high degree of flexibility is adequate and suitable for fitting. The dimers harboring the mutations R118C, S144R and K145E presented RMSD values that were higher than the corresponding ones for the wild-type dimers, thus verifying the observed flexibility of this domain. It was also observed that the aberrant movement may be the reason why these dimers fail to bind to target DNA in a stable way. This hypothesis will be addressed by simulating these mutated dimers in complex with target DNA for a longer period.
We thank Marbella Fonseca (LNCC/RJ) and Pedro M. Torres (IBCCF/UFRJ/RJ) for assistance with the porcupine and DSSP plots, Gabriel Limaverde (INCA) for helpful discussions, Esbel Valero for collaboration concerning the use of the NBCGIB facility at UESC/Bahia, and Amanda Sutter (PROCC/FIOCRUZ/RJ) and Eduardo Almeida Costa (NBCGIB/UESC/BA) for technical support.
This study was funded by CAPES, CNPq, FINEP and FAPERJ. The funders had no role in study design, data collection and analysis, the decision to publish, or preparation of the manuscript.
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