RESUMO
Water molecules play an important role in the association of drugs with their pharmaceutical targets. For this reason, calculating the energetic contribution of water is essential to make accurate predictions of compounds' affinity and selectivity. Water molecules can also modify the binding mode of compounds by forming water bridges, or clusters, that stabilize a particular orientation of the ligand. Several computational methods have been developed for solvent mapping, but few studies have attempted to compare them in a drug design context. In this paper, four commercially available solvent mapping tools (SZMAP, WaterFLAP, 3D-RISM, and WaterMap) are evaluated on three different protein targets. The methods were compared by looking at their ability to predict the structure-activity relations of lead compounds. All methods were found to be useful to some degree and to improve the predictions from docking alone. However, the only simulation-based approach tested, WaterMap, was found in some cases to be more accurate than grid-based methods.
Assuntos
Desenho de Fármacos , Descoberta de Drogas/métodos , Água/química , Animais , Sítios de Ligação , Humanos , Ligantes , Camundongos , Modelos Moleculares , Diester Fosfórico Hidrolases/química , Fosfotransferases/química , Ligação Proteica , TermodinâmicaRESUMO
Defining the molecular details and consequences of the association of water-soluble proteins with membranes is fundamental to understanding protein-lipid interactions and membrane functioning. Phospholipase A2 (PLA2) enzymes, which catalyze the hydrolysis of phospholipid substrates that compose the membrane bilayers, provide the ideal system for studying protein-lipid interactions. Our study focuses on understanding the catalytic cycle of two different human PLA2s: the cytosolic Group IVA cPLA2 and calcium-independent Group VIA iPLA2. Computer-aided techniques guided by deuterium exchange mass spectrometry data, were used to create structural complexes of each enzyme with a single phospholipid substrate molecule, whereas the substrate extraction process was studied using steered molecular dynamics simulations. Molecular dynamic simulations of the enzyme-substrate-membrane systems revealed important information about the mechanisms by which these enzymes associate with the membrane and then extract and bind their phospholipid substrate. Our data support the hypothesis that the membrane acts as an allosteric ligand that binds at the allosteric site of the enzyme's interfacial surface, shifting its conformation from a closed (inactive) state in water to an open (active) state at the membrane interface.
Assuntos
Regulação Alostérica/fisiologia , Membranas/metabolismo , Modelos Moleculares , Fosfolipases A2/metabolismo , Fosfolipídeos/metabolismo , Catálise , Cristalografia por Raios X , Humanos , Hidrólise , Simulação de Dinâmica Molecular , Fosfolipases A2/química , Ligação ProteicaRESUMO
Group VI Ca²âº-independent phospholipase A2 (iPLA2) is a water-soluble enzyme that is active when associated with phospholipid membranes. Despite its clear pharmaceutical relevance, no X-ray or NMR structural information is currently available for the iPLA2 or its membrane complex. In this paper, we combine homology modeling with coarse-grained (CG) and all-atom (AA) molecular dynamics (MD) simulations to build structural models of iPLA2 in association with a phospholipid bilayer. CG-MD simulations of the membrane insertion process were employed to provide a starting point for an atomistic description. Six AA-MD simulations were then conducted for 60 ns, starting from different initial CG structures, to refine the membrane complex. The resulting structures are shown to be consistent with each other and with deuterium exchange mass spectrometry (DXMS) experiments, suggesting that our approach is suitable for the modeling of iPLA2 at the membrane surface. The models show that an anchoring region (residues 710-724) forms an amphipathic helix that is stabilized by the membrane. In future studies, the proposed iPLA2 models should provide a structural basis for understanding the mechanisms of lipid extraction and drug-inhibition. In addition, the dual-resolution approach discussed here should provide the means for the future exploration of the impact of lipid diversity and sequence mutations on the activity of iPLA2 and related enzymes.
Assuntos
Cálcio/química , Bicamadas Lipídicas , Simulação de Dinâmica Molecular , Fosfolipases A2/química , Fosfolipídeos/químicaRESUMO
The salt-inducible kinases (SIKs) SIK1, SIK2, and SIK3 belong to the adenosine monophosphate-activated protein kinase (AMPK) family of serine/threonine kinases. SIK inhibition represents a new therapeutic approach modulating pro-inflammatory and immunoregulatory pathways that holds potential for the treatment of inflammatory diseases. Here, we describe the identification of GLPG3970 (32), a first-in-class dual SIK2/SIK3 inhibitor with selectivity against SIK1 (IC50 of 282.8 nM on SIK1, 7.8 nM on SIK2 and 3.8 nM on SIK3). We outline efforts made to increase selectivity against SIK1 and improve CYP time-dependent inhibition properties through the structure-activity relationship. The dual activity of 32 in modulating the pro-inflammatory cytokine TNFα and the immunoregulatory cytokine IL-10 is demonstrated in vitro in human primary myeloid cells and human whole blood, and in vivo in mice stimulated with lipopolysaccharide. Compound 32 shows dose-dependent activity in disease-relevant mouse pharmacological models.
Assuntos
Proteínas Quinases , Proteínas Serina-Treonina Quinases , Camundongos , Humanos , Animais , Proteínas Quinases/metabolismo , Citocinas , Fator de Necrose Tumoral alfaRESUMO
Salt-inducible kinases (SIKs) SIK1, SIK2, and SIK3 are serine/threonine kinases and form a subfamily of the protein kinase AMP-activated protein kinase (AMPK) family. Inhibition of SIKs in stimulated innate immune cells and mouse models has been associated with a dual mechanism of action consisting of a reduction of pro-inflammatory cytokines and an increase of immunoregulatory cytokine production, suggesting a therapeutic potential for inflammatory diseases. Following a high-throughput screening campaign, subsequent hit to lead optimization through synthesis, structure-activity relationship, kinome selectivity, and pharmacokinetic investigations led to the discovery of clinical candidate GLPG3312 (compound 28), a potent and selective pan-SIK inhibitor (IC50: 2.0 nM for SIK1, 0.7 nM for SIK2, and 0.6 nM for SIK3). Characterization of the first human SIK3 crystal structure provided an understanding of the binding mode and kinome selectivity of the chemical series. GLPG3312 demonstrated both anti-inflammatory and immunoregulatory activities in vitro in human primary myeloid cells and in vivo in mouse models.
Assuntos
Proteínas Quinases Ativadas por AMP , Proteínas Serina-Treonina Quinases , Camundongos , Animais , Humanos , Expressão Gênica , CitocinasRESUMO
The mechanism of inhibition of group VIA Ca(2+)-independent phospholipase A(2) (iPLA(2)) by fluoroketone (FK) ligands is examined by a combination of deuterium exchange mass spectrometry (DXMS) and molecular dynamics (MD). Models for iPLA(2) were built by homology with the known structure of patatin and equilibrated by extensive MD simulations. Empty pockets were identified during the simulations and studied for their ability to accommodate FK inhibitors. Ligand docking techniques showed that the potent inhibitor 1,1,1,3-tetrafluoro-7-phenylheptan-2-one (PHFK) forms favorable interactions inside an active-site pocket, where it blocks the entrance of phospholipid substrates. The polar fluoroketone headgroup is stabilized by hydrogen bonds with residues Gly486, Gly487, and Ser519. The nonpolar aliphatic chain and aromatic group are stabilized by hydrophobic contacts with Met544, Val548, Phe549, Leu560, and Ala640. The binding mode is supported by DXMS experiments showing an important decrease of deuteration in the contact regions in the presence of the inhibitor. The discovery of the precise binding mode of FK ligands to the iPLA(2) should greatly improve our ability to design new inhibitors with higher potency and selectivity.
Assuntos
Inibidores Enzimáticos/farmacologia , Fosfolipases A2 do Grupo VI/antagonistas & inibidores , Cetonas/farmacologia , Simulação de Dinâmica Molecular , Sítios de Ligação/efeitos dos fármacos , Medição da Troca de Deutério , Inibidores Enzimáticos/química , Fosfolipases A2 do Grupo VI/metabolismo , Cetonas/química , Ligantes , Modelos Moleculares , Estrutura MolecularRESUMO
The Gs protein-coupled adenosine A2A receptor (A2AAR) represents an emerging drug target for cancer immunotherapy. The clinical candidate Etrumadenant was developed as an A2AAR antagonist with ancillary blockade of the A2BAR subtype. It constitutes a unique chemotype featuring a poly-substituted 2-amino-4-phenyl-6-triazolylpyrimidine core structure. Herein, we report two crystal structures of the A2AAR in complex with Etrumadenant, obtained with differently thermostabilized A2AAR constructs. This led to the discovery of an unprecedented interaction, a hydrogen bond of T883.36 with the cyano group of Etrumadenant. T883.36 is mutated in most A2AAR constructs used for crystallization, which has prevented the discovery of its interactions. In-vitro characterization of Etrumadenant indicated low selectivity versus the A1AR subtype, which can be rationalized by the structural data. These results will facilitate the future design of AR antagonists with desired selectivity. Moreover, they highlight the advantages of the employed A2AAR crystallization construct that is devoid of ligand binding site mutations.
RESUMO
Vitamin B(12) and its biologically active counterparts possess the only examples of carbon-cobalt bonds in living systems. The role of such motifs as radical reservoirs has potential application in future catalytic and electronic nanodevices. To fully understand radical generation in coenzyme B(12) (dAdoCbl)-dependent enzymes, however, major obstacles still need to be overcome. In this work, we have used Car-Parrinello molecular dynamics (CPMD) simulations, in a mixed quantum mechanics/molecular mechanics (QM/MM) framework, to investigate the initial stages of the methylmalonyl-CoA-mutase-catalyzed reaction. We demonstrate that the 5'-deoxyadenosyl radical (dAdo(â¢)) exists as a distinct entity in this reaction, consistent with the results of extensive experimental and some previous theoretical studies. We report free energy calculations and first-principles trajectories that help understand how B(12) enzymes catalyze coenzyme activation and control highly reactive radical intermediates.
Assuntos
Metilmalonil-CoA Mutase/metabolismo , Propionibacterium/enzimologia , Vitamina B 12/metabolismo , Cobamidas/química , Cobamidas/metabolismo , Ativação Enzimática , Radicais Livres/química , Radicais Livres/metabolismo , Metilmalonil-CoA Mutase/química , Simulação de Dinâmica Molecular , Propionibacterium/química , Termodinâmica , Vitamina B 12/químicaRESUMO
Periplasmic binding proteins (PBPs) are a large family of molecular transporters that play a key role in nutrient uptake and chemotaxis in Gram-negative bacteria. All PBPs have characteristic two-domain architecture with a central interdomain ligand-binding cleft. Upon binding to their respective ligands, PBPs undergo a large conformational change that effectively closes the binding cleft. This conformational change is traditionally viewed as a ligand induced-fit process; however, the intrinsic dynamics of the protein may also be crucial for ligand recognition. Recent NMR paramagnetic relaxation enhancement (PRE) experiments have shown that the maltose binding protein (MBP) - a prototypical member of the PBP superfamily - exists in a rapidly exchanging (ns to µs regime) mixture comprising an open state (approx 95%), and a minor partially closed state (approx 5%). Here we describe accelerated MD simulations that provide a detailed picture of the transition between the open and partially closed states, and confirm the existence of a dynamical equilibrium between these two states in apo MBP. We find that a flexible part of the protein called the balancing interface motif (residues 175-184) is displaced during the transformation. Continuum electrostatic calculations indicate that the repacking of non-polar residues near the hinge region plays an important role in driving the conformational change. Oscillations between open and partially closed states create variations in the shape and size of the binding site. The study provides a detailed description of the conformational space available to ligand-free MBP, and has implications for understanding ligand recognition and allostery in related proteins.
Assuntos
Biologia Computacional/métodos , Proteínas Ligantes de Maltose/química , Sítio Alostérico , Sítios de Ligação , Simulação por Computador , Cristalografia por Raios X/métodos , Escherichia coli/metabolismo , Ligantes , Espectroscopia de Ressonância Magnética/métodos , Modelos Biológicos , Modelos Estatísticos , Oscilometria/métodos , Conformação Proteica , Eletricidade EstáticaRESUMO
Kv3 ion-channels constitute a class of functionally distinct voltage-gated ion channels characterized by their ability to fire at a high frequency. Several disease relevant mutants, together with biological data, suggest the importance of this class of ion channels as drug targets for CNS disorders, and several drug discovery efforts have been reported. Despite the increasing interest for this class of ion channels, no structure of a Kv3 channel has been reported yet. We have determined the cryo-EM structure of Kv3.1 at 2.6 Å resolution using full-length wild type protein. When compared to known structures for potassium channels from other classes, a novel domain organization is observed with the cytoplasmic T1 domain, containing a well-resolved Zinc site and displaying a rotation by 35°. This suggests a distinct cytoplasmic regulation mechanism for the Kv3.1 channel. A high resolution structure was obtained for Kv3.1 in complex with a novel positive modulator Lu AG00563. The structure reveals a novel ligand binding site for the Kv class of ion channels located between the voltage sensory domain and the channel pore, a region which constitutes a hotspot for disease causing mutations. The discovery of a novel binding site for a positive modulator of a voltage-gated potassium channel could shed light on the mechanism of action for these small molecule potentiators. This finding could enable structure-based drug design on these targets with high therapeutic potential for the treatment of multiple CNS disorders.
RESUMO
Lipopolysaccharides are major constituents of the extracellular leaflet in the bacterial outer membrane and form an effective physical barrier for environmental threats and for antibiotics in Gram-negative bacteria. The last step of LPS insertion via the Lpt pathway is mediated by the LptD/E protein complex. Detailed insights into the architecture of LptDE transporter complexes have been derived from X-ray crystallography. However, no structure of a laterally open LptD transporter, a transient state that occurs during LPS release, is available to date. Here, we report a cryo-EM structure of a partially opened LptDE transporter in complex with rigid chaperones derived from nanobodies, at 3.4 Å resolution. In addition, a subset of particles allows to model a structure of a laterally fully opened LptDE complex. Our work offers insights into the mechanism of LPS insertion, provides a structural framework for the development of antibiotics targeting LptD and describes a highly rigid chaperone scaffold to enable structural biology of challenging protein targets.
Assuntos
Proteínas de Escherichia coli , Lipopolissacarídeos , Proteínas da Membrana Bacteriana Externa/metabolismo , Transporte Biológico , Microscopia Crioeletrônica , Cristalografia por Raios X , Proteínas de Escherichia coli/metabolismo , Bactérias Gram-Negativas/metabolismo , Lipopolissacarídeos/metabolismoRESUMO
A full characterization of the thermodynamic forces underlying ligand-associated conformational changes in proteins is essential for understanding and manipulating diverse biological processes, including transport, signaling, and enzymatic activity. Recent experiments on the maltose binding protein (MBP) have provided valuable data about the different conformational states implicated in the ligand recognition process; however, a complete picture of the accessible pathways and the associated changes in free energy remains elusive. Here we describe results from advanced accelerated molecular dynamics (aMD) simulations, coupled with adaptively biased force (ABF) and thermodynamic integration (TI) free energy methods. The combination of approaches allows us to track the ligand recognition process on the microsecond time scale and provides a detailed characterization of the protein's dynamic and the relative energy of stable states. We find that an induced-fit (IF) mechanism is most likely and that a mechanism involving both a conformational selection (CS) step and an IF step is also possible. The complete recognition process is best viewed as a "Pac Man" type action where the ligand is initially localized to one domain and naturally occurring hinge-bending vibrations in the protein are able to assist the recognition process by increasing the chances of a favorable encounter with side chains on the other domain, leading to a population shift. This interpretation is consistent with experiments and provides new insight into the complex recognition mechanism. The methods employed here are able to describe IF and CS effects and provide formally rigorous means of computing free energy changes. As such, they are superior to conventional MD and flexible docking alone and hold great promise for future development and applications to drug discovery.
Assuntos
Proteínas Ligantes de Maltose/química , Proteínas Ligantes de Maltose/fisiologia , Conformação Proteica , Sítios de Ligação/fisiologia , Simulação por Computador , Ligantes , Proteínas Ligantes de Maltose/farmacocinética , Ligação Proteica/fisiologia , Termodinâmica , Trissacarídeos/química , Trissacarídeos/farmacocinéticaRESUMO
Idiopathic pulmonary fibrosis (IPF) is a chronic and progressive lung disease. Current treatments only slow down disease progression, making new therapeutic strategies compelling. Increasing evidence suggests that S1P2 antagonists could be effective agents against fibrotic diseases. Our compound collection was mined for molecules possessing substructure features associated with S1P2 activity. The weakly potent indole hit 6 evolved into a potent phthalazone series, bearing a carboxylic acid, with the aid of a homology model. Suboptimal pharmacokinetics of a benzimidazole subseries were improved by modifications targeting potential interactions with transporters, based on concepts deriving from the extended clearance classification system (ECCS). Scaffold hopping, as a part of a chemical enablement strategy, permitted the rapid exploration of the position adjacent to the carboxylic acid. Compound 38, with good pharmacokinetics and in vitro potency, was efficacious at 10 mg/kg BID in three different in vivo mouse models of fibrotic diseases in a therapeutic setting.
Assuntos
Ácidos Carboxílicos/farmacologia , Descoberta de Drogas , Fibrose Pulmonar Idiopática/tratamento farmacológico , Receptores de Esfingosina-1-Fosfato/antagonistas & inibidores , Administração Oral , Animais , Disponibilidade Biológica , Ácidos Carboxílicos/administração & dosagem , Modelos Animais de Doenças , Humanos , CamundongosRESUMO
Quantum mechanics/molecular mechanics (QM/MM) Car-Parrinello simulations were performed to estimate the coordination numbers of K(+) and Na(+) ions in the selectivity filter of the KcsA channel, and in water. At the DFT/BLYP level, K(+) ions were found to display an average coordination number of 6.6 in the filter, and 6.2 in water. Na(+) ions displayed an average coordination number of 5.2 in the filter, and 5.0 in water. A comparison was made with the average coordination numbers obtained from using classical molecular dynamics (6.7 for K(+) in the filter, 6.6 for K(+) in water, 6.0 for Na(+) in the filter, and 5.2 for Na(+) in water). The observation that different coordination numbers were displayed by the ions in QM/MM simulations and in classical molecular dynamics is relevant to the discussion of selectivity in K-channels.
Assuntos
Canais de Potássio/metabolismo , Potássio/metabolismo , Sódio/metabolismo , Proteínas de Bactérias/metabolismo , Ativação do Canal Iônico/fisiologia , Íons/metabolismo , Modelos Químicos , Modelos Moleculares , Simulação de Dinâmica Molecular , Porosidade , Especificidade por SubstratoRESUMO
We perform ab initio molecular dynamics simulations to study the dissociation of NaCl in water. The potential of mean force (PMF) between the two ions is determined using the constrained-force method. The simulation windows corresponding to the contact and solvent-separated minima, and the transition state in between, are further analyzed to determine the changes in the properties of hydration waters such as coordination number, dipole moment, and orientation. The ab initio results are compared with those obtained from classical molecular dynamics simulations of aqueous NaCl using several common force fields. The ab initio PMF is found to have a shallower contact minimum and a smaller transition barrier compared with the classical ones. Also the binding free energy calculated from the ab initio PMF almost vanishes whereas it is negative for all the classical PMFs. Water dipole moments are observed to exhibit little change during dissociation, indicating that description of NaCl with a nonpolarizable force field may be feasible. However, overcoordination of the ion pair at all distances remains as a serious shortcoming of the current classical models. The ab initio results presented here provide useful guidance for alternative parametrizations of the nonpolarizable force fields as well as the polarizable ones currently under construction.
Assuntos
Modelos Químicos , Simulação de Dinâmica Molecular , Cloreto de Sódio/química , Água/química , Teoria Quântica , SolubilidadeRESUMO
The degree to which the corrin ring portion of coenzyme B(12) can facilitate the H-atom-abstraction step in the glutamate mutase (GM)-catalyzed reaction of (S)-glutamate has been investigated with density functional theory. The crystal structure of GM identifies two possible orientations of the ribose portion of coenzyme B(12). In one orientation (A), the OH groups of the ribose extend away from the corrin ring, whereas in the other orientation (B) the OH groups, especially that involving O3', are instead directed towards the corrin ring. Our calculations identify a sizable stabilization amounting to about 30 kJ mol(-1) in the transition structure (TS) complex corresponding to orientation B (TS(B)CorIm). In the TS complex where the ribose instead is positioned in orientation A, no such effect is manifested. The observed stabilization in TS(B)CorIm appears to be the result of favorable interactions involving O3' and the corrin ring, including a C-HO hydrogen bond. We find that the degree of stabilization is not particularly sensitive to the Co-C distance. Our calculations show that any potential stabilization afforded to the H-atom-abstraction step by coenzyme B(12) is sensitive to the orientation of the ribose moiety.
Assuntos
Cobamidas/química , Transferases Intramoleculares/metabolismo , Ribose/metabolismo , Catálise , Cobalto/química , Cristalografia por Raios X , Ativação Enzimática , Ligação de Hidrogênio , Ligantes , Modelos Moleculares , Conformação Molecular , Ligação ProteicaRESUMO
Vitamin B12-dependent enzymes catalyze several difficult radical reactions. There are fundamental open questions that need to be addressed to fully understand the formation of highly reactive radical species, its dynamics, and interaction with the substrate and enzyme. In this work, ab initio molecular dynamics was performed within a QM/MM framework on a reduced AdoCbl cofactor, which was taken as a post proton-coupled electron transfer initial step for the activation of the AdoCbl-dependent methylmalonyl CoA mutase enzyme. The calculated free-energy profile reveals two possible pathways, stepwise (I) and concerted (II) for the reductive Co-C cleavage and subsequent H-abstraction. The computed activation barrier from metadynamics for both the pathways is comparable (78.5 and 76.2 kJ/mol, respectively); however, the concerted pathway may be preferred kinetically because it avoids the formation of a high-energy radical intermediate with possibly a larger recrossing rate. Our results are consistent with the previous conductor hypothesis, indicating the explicit role of cob(II)alamin in stabilizing the radical intermediate involved in the H-atom transfer.
Assuntos
Carbono/química , Cobalto/química , Cobamidas/química , Metilmalonil-CoA Mutase/química , Vitamina B 12/química , Sítios de Ligação , Catálise , Química Computacional , Transporte de Elétrons , Simulação de Dinâmica Molecular , Especificidade por SubstratoRESUMO
Accurate representation of the interactions of water molecules with charges is essential for correct description of biomolecules and their interactions and, hence, is a primary concern in the design of classical force fields. This task is made even more challenging by the fact that the charge distribution of water molecules in liquid is significantly altered by the local environment. To understand how such polarization effects would modify the force fields, we have performed density functional calculations for ion-water clusters using K+ and Ca2+ ions as probes. We find that the dipole moment of water molecules in the first hydration shell decreases with increasing number of waters, which is explained by the suppression of the ion's electric field by those of water dipoles. Adding further water beyond the first shell, the dipole moment of the first shell waters increases because water dipoles are strongly polarized in the presence of hydrogen bond acceptors. Thus the net polarization of water in the hydration shell of an ion is determined by two competing effects, of which only one directly depends on the ion. These observations explain why the dipole moment of waters in the first hydration shell of a K+ ion is smaller compared to those in bulk water while the opposite is true for Ca2+ ions and suggest new constraints to be used in the development of polarizable water models.
Assuntos
Cálcio/química , Potássio/química , Água/química , Gases/química , Ligação de Hidrogênio , Modelos MolecularesRESUMO
The electronic structure of the selectivity filter of KcsA K(+) channel is investigated by density functional theory (DFT/BLYP) and QM/MM methods. The quantum part includes the selectivity filter, which is polarized by the electrostatic field of the environment treated with the Amber force field. The details of the electronic structure were investigated using the maximally localized Wannier function centers of charge and Bader's atoms in molecules charge analysis. Our results show that the channel backbone carbonyl groups are largely polarized and that there is a sizeable charge transfer from the backbone to the cations. These effects are expected to be important for an accurate description of the carbonyl groups and the ion-ion electrostatic repulsion, which have been proposed to play a central role for the selectivity mechanism of the channel [S.Y. Noskov, S. Berneche, B. Roux, Control of ion selectivity in potassium channels by electrostatic and dynamic properties of carbonyl ligands. Nature 431 (2004) 830-834].
Assuntos
Proteínas de Bactérias/química , Modelos Moleculares , Canais de Potássio/química , Transporte de Íons , Potássio/química , Conformação ProteicaRESUMO
The description of aggregation processes with molecular dynamics simulations is a playground for testing biomolecular force fields, including a new generation of force fields that explicitly describe electronic polarization. In this work, we study a system consisting of 50 glycyl-l-alanine (Gly-Ala) dipeptides in solution with 1001 water molecules. Neutron diffraction experiments have shown that at this concentration, Gly-Ala aggregates into large clusters. However, general-purpose force fields in combination with established water models can fail to correctly describe this aggregation process, highlighting important deficiencies in how solute-solute and solute-solvent interactions are parametrized in these force fields. We found that even for the fully polarizable AMOEBA force field, the degree of association is considerably underestimated. Instead, a fixed point-charge approach based on the newly developed IPolQ scheme [Cerutti et al. J. Phys. Chem.2013, 117, 2328] allows for the correct modeling of the dipeptide aggregation in aqueous solution. This result should stimulate interest in novel fitting schemes that aim to improve the description of the solvent polarization effect within both explicitly polarizable and fixed point-charge frameworks.