Properties of an Inward-Facing State of LeuT: Conformational Stability and?Substrate Release

The leucine transporter (LeuT) is a bacterial homolog of the human monoamine transporters, which are important pharmaceutical targets. There are no high-resolution structures of the human transporters available; however, LeuT has been crystallized in several different conformational states. Recently, an inward-facing conformation of LeuT was solved revealing an unexpectedly large movement of transmembrane helix 1a (TM1a). We have performed molecular dynamics simulations of the mutated and wild-type transporter, with and without the cocrystallized Fab antibody fragment, to investigate the properties of this inward-facing conformation in relation to transport by LeuT within the membrane environment. In all of the simulations, local conformational changes with respect to the crystal structure are consistently observed, especially in TM1a. Umbrella sampling revealed a soft potential for TM1a tilting. Furthermore, simulations of inward-facing LeuT with Na⁺ ions and substrate bound suggest that one of the Na⁺ ion binding sites is fully disrupted. Release of alanine and the second Na⁺ ion is also observed, giving insight into the final stage of the translocation process in atomistic detail.     

Probing the Impact of Temperature and Substrates on the Conformational Dynamics of the Neurotransmitter:Sodium symporter LeuT

The crucial function of neurotransmitter:sodium symporters (NSS) in facilitating the reuptake of neurotransmitters into neuronal cells makes them attractive drug targets for treating multiple mental diseases. Due to the challenges in working with eukaryotic NSS proteins, LeuT, a prokaryotic amino acid transporter, has served as a model protein for studying structure–function relationships of NSS family proteins. With hydrogen–deuterium exchange mass spectrometry (HDX-MS), slow unfolding/refolding kinetics were identified in multiple regions of LeuT, suggesting that substrate translocation involves cooperative fluctuations of helical stretches. Earlier work has solely been performed at non-native temperatures (25 °C) for LeuT, which is evolutionarily adapted to function at high temperatures (85 – 95 °C). To address the effect of temperature on LeuT dynamics, we have performed HDX-MS experiments at elevated temperatures (45 °C and 60 °C). At these elevated temperatures, multiple regions in LeuT exhibited increased dynamics compared to 25 °C. Interestingly, coordinated slow unfolding/refolding of key regions could still be observed, though considerably faster. We have further investigated the conformational impact of binding the efficiently transported substrate alanine (Ala) relative to the much slower transported substrate leucine (Leu). Comparing the HDX of the Ala-bound versus Leu-bound state of LeuT, we observe distinct differences that could explain the faster transport rate (k_cat) of Ala relative to Leu. Importantly, slow unfolding/refolding dynamics could still be observed in regions of Ala-bound LeuT . Overall, our work brings new insights into the conformational dynamics of LeuT and provides a better understanding of the transport mechanism of LeuT and possibly other transporters bearing the LeuT fold.     

The role of local hydration and hydrogen-bonding dynamics in ion and solute release from ion-coupled secondary transporters

Recent progress in crystallographic studies of sodium-coupled secondary transporters has revealed striking similarities in the structural organization of ion and solute binding. Previous reports suggested that the Na2 sodium binding site in the neurotransmitter sodium symporter (NSS) leucine transporter (LeuT) is conserved across sodium/proton coupled secondary transporters of many distantly related families. This site is implicated in the conformational dynamics controlled by the binding and release of both translocated solute and ion(s) through a mechanism that largely remains unknown. In this study, we used extensive equilibrium molecular dynamics simulations, potential of mean force (PMF) computations, and quasi-harmonic analysis of the LeuT transporter with and without sodium ion bound at the Na2 site to delineate the role of this site in the conformational dynamics of the protein. PMF computations show that in presence of the sodium ion in Na2 the conserved T354 residue is locked into a single rotameric state in contrast to two degenerate states available in the absence of ion in Na2. Molecular dynamics (MD) simulations suggest the formation of a stable water wire from the cytoplasm to the Na2 site in the occluded state. It is plausible that local hydration plays an important role in transport cycle facilitating release of the ion from Na2. An unbinding of the ion from the Na2 site leads to a tightening of the extracellular thin gates and a destabilization of the intracellular thin gate and thus may promote an unbinding of the cotransported substrate. The study lends additional support to the hypothesis that one of the main drivers in the transport cycle of Na-coupled secondary transporters is the binding of the Na2 ion that controls dynamical equilibrium between an inward-facing to an outward-facing conformation.     

Molecular mechanism of substrate specificity in the bacterial neutral amino acid transporter LeuT

The recently published X-ray structure of LeuT, a Na(+)/Cl(-)-dependent neurotransmitter transporter, has provided fresh impetus to efforts directed at understanding the molecular principles governing specific neurotransmitter transport. The combination of the LeuT crystal structure with the results of molecular simulations enables the functional data on specific binding and transport to be related to molecular structure. All-atom FEP and molecular dynamics (MD) simulations of LeuT embedded in an explicit membrane were performed alongside a decomposition analysis to dissect the molecular determinants of the substrate specificity of LeuT. It was found that the ligand must be in a zwitterionic (ZW) form to bind tightly to the transporter. The theoretical results on the absolute binding-free energies for leucine, alanine, and glycine show that alanine can be a potent substrate for LeuT, although leucine is preferred, which is consistent with the recent experimental data (Singh et al., Nature 2007;448:952-956). Furthermore, LeuT displays robust specificity for leucine over glycine. Interestingly, the ability of LeuT to discriminate between substrates relies on the dynamics of residues that form its binding pocket (e.g., F253 and Q250) and the charged side chains (R30-D404) from a second coordination shell. The water-mediated R30-D404 salt bridge is thought to be part of the extracellular (EC) gate of LeuT. The introduction of a polar ligand such as glycine to the water-depleted binding pocket of LeuT gives rise to structural rearrangements of the R30-D404-Q250 hydrogen-bonding network and leads to increased hydration of the binding pocket. Conformational changes associated with the broken hydrogen bond between Q250 and R30 are shown to be important for tight and selective ligand binding to LeuT.     

Ion-Controlled Conformational Dynamics in the Outward-Open Transition from an Occluded State of LeuT

Neurotransmitter:sodium symporter (NSS) proteins are secondary Na⁺-driven active transporters that terminate neurotransmission by substrate uptake. Despite the availability of high-resolution crystal structures of a bacterial homolog of NSSs—Leucine Transporter (LeuT)—and extensive computational and experimental structure-function studies, unanswered questions remain regarding the transport mechanisms. We used microsecond atomistic molecular-dynamics (MD) simulations and free-energy computations to reveal ion-controlled conformational dynamics of LeuT in relation to binding affinity and selectivity of the more extracellularly positioned Na⁺ binding site (Na1 site). In the course of MD simulations starting from the occluded state with bound Na⁺, but in the absence of substrate, we find a spontaneous transition of the extracellular vestibule of LeuT into an outward-open conformation. The outward opening is enhanced by the absence of Na1 and modulated by the protonation state of the Na1-associated Glu-290. Consistently, the Na⁺ affinity for the Na1 site is inversely correlated with the extent of outward-open character and is lower than in the occluded state with bound substrate; however, the Na1 site retains its selectivity for Na⁺ over K⁺ in such conformational transitions. To the best of our knowledge, our findings shed new light on the Na⁺-driven transport cycle and on the symmetry in structural rearrangements for outward- and inward-open transitions.     

Insights on Na+ binding and conformational dynamics in multidrug and toxic compound extrusion transporter NorM

MATE (multidrug and toxic compound extrusion) transporter proteins mediate metabolite transport in plants and multidrug resistance in bacteria and mammals. MATE transporter NorM from Vibrio cholerae is an antiporter that is driven by Na+ gradient to extrude the substrates. To understand the molecular mechanism of Na+‐substrate exchange, molecular dynamics simulation was performed to study conformational changes of both wild‐type and mutant NorM with and without cation bindings. Our results show that NorM is able to bind two Na⁺ ions simultaneously, one to each of the carboxylic groups of E255 and D371 in the binding pocket. Furthermore, this di‐Na⁺ binding state is likely more efficient for conformational changes of NorM_VC toward the inward‐facing conformation than single‐Na⁺ binding state. The observation of two Na⁺ binding sites of NorM_VC is consistent with the previous study that two sites for ion binding (denoted as Na1/Na2 sites) are found in the transporter LeuT and BetP, another two secondary transporters. Taken together, our findings shed light on the structure rearrangements of NorM on Na⁺ binding and enrich our knowledge of the transport mechanism of secondary transporters. Proteins 2014; 82:240–249. © 2013 Wiley Periodicals, Inc.     

Molecular basis for substrate discrimination by glycine transporters

Glycine is an inhibitory neurotransmitter in the spinal cord and brain stem, where it acts on strychnine-sensitive glycine receptors, and is also an excitatory neurotransmitter throughout the brain and spinal cord, where it acts on the N-methyl-d-aspartate family of receptors. There are two Na(+)/Cl(-)-dependent glycine transporters, GLYT1 and GLYT2, which control extracellular glycine concentrations and these transporters show differences in substrate selectivity and blocker sensitivity. A bacterial Na(+)-dependent leucine transporter (LeuT(Aa)) has recently been crystallized and its structure determined. When the amino acid residues within the leucine binding site of LeuT(Aa) are aligned with residues of the two glycine transporters there are a number of identical residues and also some key differences. In this report, we demonstrate that the LeuT(Aa) structure represents a good working model of the Na(+)/Cl(-)-dependent neurotransmitters and that differences in substrate selectivity can be attributed to a single difference of a glycine residue in transmembrane domain 6 of GLYT1 for a serine residue at the corresponding position of GLYT2.     

Cytoplasmic permeation pathway of neurotransmitter transporters

Ion-coupled solute transporters are responsible for transporting nutrients, ions, and signaling molecules across a variety of biological membranes. Recent high-resolution crystal structures of several transporters from protein families that were previously thought to be unrelated show common structural features indicating a large structural family representing transporters from all kingdoms of life. This review describes studies that led to an understanding of the conformational changes required for solute transport in this family. The first structure in this family showed the bacterial amino acid transporter LeuT, which is homologous to neurotransmitter transporters, in an extracellularly oriented conformation with a molecule of leucine occluded at the substrate site. Studies with the mammalian serotonin transporter identified positions, buried in the LeuT structure, that defined a potential pathway leading from the cytoplasm to the substrate binding site. Modeling studies utilized an inverted structural repeat within the LeuT crystal structure to predict the conformation of LeuT in which the cytoplasmic permeation pathway, consisting of positions identified in SERT, was open for diffusion of the substrate to the cytoplasm. From the difference between the model and the crystal structures, a simple "rocking bundle" mechanism was proposed, in which a four-helix bundle changed its orientation with respect to the rest of the protein to close the extracellular pathway and open the cytoplasmic one. Subsequent crystal structures from structurally related proteins provide evidence supporting this model for transport.     

The mechanism of a neurotransmitter:sodium symporter--inward release of Na+ and substrate is triggered by substrate in a second binding site

Eukaryotic neurotransmitter:sodium symporters (NSSs), targets for antidepressants and psychostimulants, terminate neurotransmission by sodium-driven reuptake. The crystal structure of LeuT(Aa), a prokaryotic NSS homolog, revealed an occluded state in which one leucine and two Na(+) ions are bound, but provided limited clues to the molecular mechanism of transport. Using steered molecular dynamics simulations, we explored the substrate translocation pathway of LeuT. We identified a second substrate binding site located in the extracellular vestibule comprised of residues shown recently to participate in binding tricyclic antidepressants. Binding and flux experiments showed that the two binding sites can be occupied simultaneously. The substrate in the secondary site allosterically triggers intracellular release of Na(+) and substrate from the primary site, thereby functioning as a "symport effector." Because tricyclic antidepressants bind differently to this secondary site, they do not promote substrate release from the primary site and thus act as symport uncouplers and inhibit transport.     

Substrate binding and formation of an occluded state in the leucine transporter

Translocation through the extracellular vestibule and binding of leucine in the leucine transporter (LeuT) have been studied with molecular dynamics simulations. More than 0.1 μs of all-atom molecular dynamics simulations have been performed on different combinations of LeuT, bound substrate, and bound structural Na⁺ ions to describe molecular events involved in substrate binding and in the formation of the occluded state and to investigate the dynamics of this state. Three structural features are found to be directly involved in the initial steps of leucine transport: a Na⁺ ion directly coordinated to leucine (Na-1), two aromatic residues closing the binding site toward the extracellular vestibule (Tyr-108 and Phe-253), and a salt bridge in the extracellular vestibule (Arg-30 and Asp-404). These features account for observed differences between simulations of LeuT with and without bound substrate and for a possible pathway for leucine binding and thereby formation of the occluded LeuT binding site.     

LeuT conformational sampling utilizing accelerated molecular dynamics and principal component analysis

Monoamine transporters (MATs) function by coupling ion gradients to the transport of dopamine, norepinephrine, or serotonin. Despite their importance in regulating neurotransmission, the exact conformational mechanism by which MATs function remains elusive. To this end, we have performed seven 250 ns accelerated molecular dynamics simulations of the leucine transporter, a model for neurotransmitter MATs. By varying the presence of binding-pocket leucine substrate and sodium ions, we have sampled plausible conformational states representative of the substrate transport cycle. The resulting trajectories were analyzed using principal component analysis of transmembrane helices 1b and 6a. This analysis revealed seven unique structures: two of the obtained conformations are similar to the currently published crystallographic structures, one conformation is similar to a proposed open inward structure, and four conformations represent novel structures of potential importance to the transport cycle. Further analysis reveals that the presence of binding-pocket sodium ions is necessary to stabilize the locked-occluded and open-inward conformations.     

Dopamine transporter comparative molecular modeling and binding site prediction using the LeuT(Aa) leucine transporter as a template

Pharmacological and behavioral studies indicate that binding of cocaine and the amphetamines by the dopamine transporter (DAT) protein is principally responsible for initiating the euphoria and addiction associated with these drugs. The lack of an X-ray crystal structure for the DAT or any other member of the neurotransmitter:sodium symporter (NSS) family has hindered understanding of psychostimulant recognition at the atomic level; structural information has been obtained largely from mutagenesis and biophysical studies. The recent publication of a crystal structure for the bacterial leucine transporter LeuT(Aa), a distantly related NSS family homolog, provides for the first time a template for three-dimensional comparative modeling of NSS proteins. A novel computational modeling approach using the capabilities of the Molecular Operating Environment program MOE 2005.06 in conjunction with other comparative modeling servers generated the LeuT(Aa)-directed DAT model. Probable dopamine and amphetamine binding sites were identified within the DAT model using multiple docking approaches. Binding sites for the substrate ligands (dopamine and amphetamine) overlapped substantially with the analogous region of the LeuT(Aa) crystal structure for the substrate leucine. The docking predictions implicated DAT side chains known to be critical for high affinity ligand binding and suggest novel mutagenesis targets in elucidating discrete substrate and inhibitor binding sites. The DAT model may guide DAT ligand QSAR studies, and rational design of novel DAT-binding therapeutics.     

The conserved glutamate (Glu136) in transmembrane domain 2 of the serotonin transporter is required for the conformational switch in the transport cycle

The alternate access model provides the theoretical framework for understanding how transporters translocate hydrophilic substrates across the lipid bilayer. The model postulates at least two conformations of a transporter, an outward and an inward facing conformation, which seal the translocation pathway to the interior and exterior of the cell, respectively. It is not clear how the conformational switch is triggered in neurotransmitter/sodium symporters, but Na+ is likely to play an essential role. Here, we focused on Glu136 of the serotonin transporter (SERT); this residue is conserved in transmembrane domain 2 of neurotransmitter/sodium symporters and related proteins. Three substitutions were introduced, resulting in SERT-E136D, SERT-E136Q, and SERT-E136A, which were all correctly inserted into the plasma membrane. SERT-E136Q and SERT-E136A failed to support substrate influx into cells, whereas SERT-E136D did so at a reduced rate. Binding experiments with the inhibitor 2beta-[3H]carbomethoxy-3beta-(4-iodophenyl)tropane (beta-[3H]CIT) supported the conjecture that the mutant transporters preferentially adopted the inward facing conformation: beta-[3H]CIT interacted with SERT in a manner consistent with binding to the outward facing state. Accordingly, the Na+-induced acceleration of beta-[3H]CIT association was most pronounced in wild-type SERT, followed by SERT-E136D > SERT-E136Q > SERT-E136A. Similarly, SERT-E136Q supported substrate efflux in a manner indistinguishable from wild-type SERT, whereas SERT-E136A was inactive. Thus, in the absence of Glu136, the conformational equilibrium of SERT is shifted progressively (SERT-E136D > SERT-E136Q > SERT-E136A) to the inward facing conformation.     

Unbiased simulations reveal the inward-facing conformation of the human serotonin transporter and Na(+) ion release

Monoamine transporters are responsible for termination of synaptic signaling and are involved in depression, control of appetite, and anxiety amongst other neurological processes. Despite extensive efforts, the structures of the monoamine transporters and the transport mechanism of ions and substrates are still largely unknown. Structural knowledge of the human serotonin transporter (hSERT) is much awaited for understanding the mechanistic details of substrate translocation and binding of antidepressants and drugs of abuse. The publication of the crystal structure of the homologous leucine transporter has resulted in homology models of the monoamine transporters. Here we present extended molecular dynamics simulations of an experimentally supported homology model of hSERT with and without the natural substrate yielding a total of more than 1.5 μs of simulation of the protein dimer. The simulations reveal a transition of hSERT from an outward-facing occluded conformation to an inward-facing conformation in a one-substrate-bound state. Simulations with a second substrate in the proposed symport effector site did not lead to conformational changes associated with translocation. The central substrate binding site becomes fully exposed to the cytoplasm leaving both the Na(+)-ion in the Na2-site and the substrate in direct contact with the cytoplasm through water interactions. The simulations reveal how sodium is released and show indications of early events of substrate transport. The notion that ion dissociation from the Na2-site drives translocation is supported by experimental studies of a Na2-site mutant. Transmembrane helices (TMs) 1 and 6 are identified as the helices involved in the largest movements during transport.     

Molecular dynamics of leucine and dopamine transporter proteins in a model cell membrane lipid bilayer

The dopamine transporter (DAT) operates via facilitated diffusion, harnessing an inward Na⁺ gradient to drive dopamine from the extracellular synaptic cleft to the neuron interior. The DAT is relevant to central nervous system disorders such as Parkinson disease and attention‐deficit hyperactivity disorder and is the primary site of action for the abused psychostimulants cocaine and amphetamines. Crystallization of a DAT homolog, the bacterial leucine transporter LeuT, provided the first reliable 3‐D DAT template. Here, the LeuT crystal structure and the DAT molecular model have been combined with their respective substrates, leucine and dopamine, in lipid bilayer molecular dynamics simulations toward tracking substrate movement along the protein's substrate/ion permeation pathway. Specifically, movement of residue pairs that comprise the “external gate” was followed as a function of substrate presence. The transmembrane (TM) 1 arginine‐TM 10 aspartate strut formed less readily in DAT compared with LeuT, with or without substrate present. For LeuT but not DAT, the addition of substrate enhanced the chances of forming the TM 1‐10 bridge. Also, movement of the fourth extracellular loop EL‐4 in the presence of substrate was more pronounced for DAT, the EL‐4 unwinding to a degree. The overall similarity between the LeuT and DAT molecular dynamics simulations indicated that LeuT was a legitimate model to guide DAT structure‐function predictions. There were, nevertheless, differences significant enough to allow for DAT‐unique insights, which may include how cocaine, methylphenidate (Ritalin, NIDA Drug Supply, Rockville, MD), and other DAT blockers are not recognized as substrates even though they can access the primary substrate binding pocket. Proteins 2010. © 2009 Wiley‐Liss, Inc.     

LeuT: A prokaryotic stepping stone on the way to a eukaryotic neurotransmitter transporter structure

Ion-coupled secondary transport is utilized by a broad range of integral membrane proteins to catalyze the energetically unfavorable movement of solute molecules across a lipid bilayer. Members of the solute carrier 6 (SLC6) family, present in both prokaryotes and eukaryotes, are sodium-coupled symporters that play crucial roles in processes as diverse as nutrient uptake and neurotransmitter clearance. The crystal structure of LeuT, a bacterial member of this family, provided the first atomic-level glimpse into overall architecture, pinpointed the substrate and sodium binding sites and implicated candidate helices and residues in the “gating” conformational changes that accompany ion binding and release. The structure is consistent with a wealth of elegant biochemical data on the eukaryotic counterparts and has for the first time permitted the construction of accurate homology models that can be directly tested experimentally. Sequence identity is especially high near the substrate and sodium binding sites and, thus, molecular insights within these regions have been substantial. However, there are several topics relevant to transport mechanism, inhibition, and regulation that structure/functions studies of LeuT cannot adequately address, suggesting the need for a eukaryotic transporter crystal structure.     

Conformational rearrangements to the intracellular open states of the LeuT and ApcT transporters are modulated by common mechanisms

Recent crystallographic studies revealed that five transporter families without much sequence similarities among them have similar structure folds to LeuT, a bacterial neurotransmitter:sodium symporter homolog. The LeuT fold is characterized by an internal twofold structural pseudosymmetry. The transport cycle of some members of each of these families is dependent on a sodium gradient across the membrane, whereas in some others the role of sodium is mimicked by proton. We report on the identification of common structure-dynamics elements of the transporters with LeuT fold, which are recognizable in the conformational transitions related to function. The findings from comparative computational modeling and simulation studies of LeuT, and ApcT from the amino acid-polyamine-organocation transporter family define the intramolecular mechanisms by which Na⁺ binding couples to the transport process, and single out the lead/active role of TM1a in the transition to inward-open conformation. These mechanistic insights are derived in the context of collaborative investigations of LeuT dynamics with both single-molecule fluorescence and simulations that have produced excellent agreement of the dynamic details, and are found to be generalizable across the transporter families and to transcend sequence and motif similarities.     

Microseconds Simulations Reveal a New Sodium-binding Site and the Mechanism of Sodium-coupled Substrate Uptake by LeuT

The bacterial sodium-coupled leucine/alanine transporter LeuT is broadly used as a model system for studying the transport mechanism of neurotransmitters because of its structural and functional homology to mammalian transporters such as serotonin, dopamine, or norepinephrine transporters, and because of the resolution of its structure in different states. Although the binding sites (S1 for substrate, and Na1 and Na2 for two co-transported sodium ions) have been resolved, we still lack a mechanistic understanding of coupled Na⁺- and substrate-binding events. We present here results from extensive (>20 μs) unbiased molecular dynamics simulations generated using the latest computing technology. Simulations show that sodium binds initially the Na1 site, but not Na2, and, consistently, sodium unbinding/escape to the extracellular (EC) region first takes place at Na2, succeeded by Na1. Na2 diffusion back to the EC medium requires prior dissociation of substrate from S1. Significantly, Na⁺ binding (and unbinding) consistently involves a transient binding to a newly discovered site, Na1″, near S1, as an intermediate state. A robust sequence of substrate uptake events coupled to sodium bindings and translocations between those sites assisted by hydration emerges from the simulations: (i) bindings of a first Na⁺ to Na1″, translocation to Na1, a second Na⁺ to vacated Na1″ and then to Na2, and substrate to S1; (ii) rotation of Phe²⁵³ aromatic group to seclude the substrate from the EC region; and (iii) concerted tilting of TM1b and TM6a toward TM3 and TM8 to close the EC vestibule.     

Selective amino acid substitutions convert the creatine transporter to a gamma-aminobutyric acid transporter

The creatine transporter (CRT) is a member of a large family of sodium-dependent neurotransmitter and amino acid transporters. The CRT is closely related to the gamma-aminobutyric acid (GABA) transporter, GAT-1, yet GABA is not an effective substrate for the CRT. The high resolution structure of a prokaryotic homologue, LeuT has revealed precise details of the substrate binding site for leucine (Yamashita, A., Singh, S. K., Kawate, T., Jin, Y., and Gouaux, E. (2005) Nature 437, 215-223). We have now designed mutations based on sequence comparisons of the CRT with GABA transporters and the LeuT structural template in an attempt to alter the substrate specificity of the CRT. Combinations of two or three amino acid substitutions at four selected positions resulted in the loss of creatine transport activity and gain of a specific GABA transport function. GABA transport by the "gain of function" mutants was sensitive to nipecotic acid, a competitive inhibitor of GABA transporters. Our results show LeuT to be a good structural model to identify amino acid residues involved in the substrate and inhibitor selectivity of eukaryotic sodium-dependent neurotransmitter and amino acid transporters. However, modification of the binding site alone appears to be insufficient for efficient substrate translocation. Additional residues must mediate the conformational changes required for the diffusion of substrate from the binding site to the cytoplasm.     

Structural determinants of species-selective substrate recognition in human and Drosophila serotonin transporters revealed through computational docking studies

To identify potential determinants of substrate selectivity in serotonin (5-HT) transporters (SERT), models of human and Drosophila serotonin transporters (hSERT, dSERT) were built based on the leucine transporter (LeuT(Aa)) structure reported by Yamashita et al. (Nature 2005;437:215-223), PBDID 2A65. Although the overall amino acid identity between SERTs and the LeuT(Aa) is only 17%, it increases to above 50% in the first shell of the putative 5-HT binding site, allowing de novo computational docking of tryptamine derivatives in atomic detail. Comparison of hSERT and dSERT complexed with substrates pinpoints likely structural determinants for substrate binding. Forgoing the use of experimental transport and binding data of tryptamine derivatives for construction of these models enables us to critically assess and validate their predictive power: A single 5-HT binding mode was identified that retains the amine placement observed in the LeuT(Aa) structure, matches site-directed mutagenesis and substituted cysteine accessibility method (SCAM) data, complies with support vector machine derived relations activity relations, and predicts computational binding energies for 5-HT analogs with a significant correlation coefficient (R = 0.72). This binding mode places 5-HT deep in the binding pocket of the SERT with the 5-position near residue hSERT A169/dSERT D164 in transmembrane helix 3, the indole nitrogen next to residue Y176/Y171, and the ethylamine tail under residues F335/F327 and S336/S328 within 4 A of residue D98. Our studies identify a number of potential contacts whose contribution to substrate binding and transport was previously unsuspected.