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1.
The majority of bacterial multidrug resistance transporters belong to the class of secondary transporters. LmrP is a proton/drug antiporter of Lactococcus lactis that extrudes positively charged lipophilic substrates from the inner leaflet of the membrane to the external medium. This study shows that LmrP is a true secondary transporter. In the absence of a proton motive force, LmrP facilitates downhill fluxes of ethidium in both directions. These fluxes are inhibited by other substrates of LmrP. The cysteine-reactive agent p-chloromercuri-benzene sulfonate inhibits these fluxes in wild type LmrP but not in the cysteine-less LmrP C270A mutant. Cysteine mutagenesis of LmrP resulted in three mutants, D68C/C270A, D128C/C270A, and E327C/C270A, with an energy-uncoupled phenotype. Asp68 is located in the conserved motif GXXX(D/E)(R/K)XGRK for the major facilitator superfamily of secondary transporters and was found to play an important role in energy coupling, whereas the negatively charged residues Asp128 and Glu327 have indirect effects on the transport process. L. lactis strains expressing these uncoupled mutants of LmrP show an increased rate of ethidium influx and an increased drug susceptibility compared with cells harboring an empty vector. The rate of influx in these mutants is enhanced by a transmembrane electrical potential, inside negative. These observations suggest a new strategy for eliminating drug-resistant microbial pathogens, i.e. the design and use of modulators of secondary multidrug resistance transporters that uncouple drug efflux from proton influx, thereby allowing transmembrane electrical potential-driven influx of cationic drugs.  相似文献   

2.
LmrP is a major facilitator superfamily multidrug transporter from Lactococcus lactis that mediates the efflux of cationic amphiphilic substrates from the cell in a proton-motive force-dependent fashion. Interestingly, motif searches and docking studies suggested the presence of a putative Ca(2+)-binding site close to the interface between the two halves of inward facing LmrP. Binding experiments with radioactive (45)Ca(2+) demonstrated the presence of a high affinity Ca(2+)-binding site in purified LmrP, with an apparent K(d) of 7.2 μm, which is selective for Ca(2+) and Ba(2+) but not for Mn(2+), Mg(2+), or Co(2+). Consistent with our structure model and analogous to crystal structures of EF hand Ca(2+)-binding proteins, two carboxylates (Asp-235 and Glu-327) were found to be critical for (45)Ca(2+) binding. Using (45)Ca(2+) and a fluorescent Ca(2+)-selective probe, calcium transport measurements in intact cells, inside-out membrane vesicles, and proteoliposomes containing functionally reconstituted purified protein provided strong evidence for active efflux of Ca(2+) by LmrP with an apparent K(t) of 8.6 μm via electrogenic exchange with three or more protons. These observations demonstrate for the first time that LmrP mediates selective calcium/proton antiport and raise interesting questions about the functional and physiological links between this reaction and that of multidrug transport.  相似文献   

3.
The proton motive force-driven efflux pump LmrP confers multidrug resistance on Lactococcus lactis cells by extruding a wide variety of lipophilic cationic compounds from the inner leaflet of the cytoplasmic membrane to the exterior of the cell. LmrP contains one cysteine (Cys(270)), which was replaced by alanine. This cysteine-less variant was used in a cysteine scanning accessibility approach. All 19 acidic residues in LmrP were replaced one by one by cysteine and subsequently challenged with the large thiol reagent fluorescein maleimide. The labeling pattern strongly indicates that only three acidic residues (Asp(142), Glu(327), and Glu(388)) are membrane-embedded. The roles of these residues in drug recognition were evaluated based on transport experiments with two cationic substrates, ethidium and Hoechst 33342, after replacing each of these residues with cysteine, alanine, lysine, glutamate, or aspartate. The obtained results suggest that the negative charges at positions 142 and 327 are not critical for the transport function but are important for drug recognition by LmrP. Surprisingly, the residues Cys(142) and Cys(327) become accessible for fluorescein maleimide upon binding of substrates, indicating a movement of these residues from a nonpolar to a polar environment. Substrate binding apparently results in a conformational change in this region of the protein and a reorientation of a lipid-embedded, hydrophobic substrate-binding site to an aqueous substrate translocation pathway.  相似文献   

4.
Multidrug transporters mediate the active extrusion of antibiotics and toxic ions from the cell. This reaction is thought to be based on a switch of the transporter between two conformational states, one in which the interior substrate binding cavity is available for substrate binding at the inside of the cell, and another in which the cavity is exposed to the outside of the cell to enable substrate release. Consistent with this model, cysteine cross-linking studies with the Major Facilitator Superfamily drug/proton antiporter LmrP from Lactococcus lactis demonstrated binding of transported benzalkonium to LmrP in its inward-facing state. The fluorescent dye Hoechst 33342 is a substrate for many multidrug transporters and is extruded by efflux pumps in microbial and mammalian cells. Surprisingly, and in contrast to other multidrug transporters, LmrP was found to actively accumulate, rather than extrude, Hoechst 33342 in lactococcal cells. Consistent with this observation, LmrP expression was associated with cellular sensitivity, rather than resistance to Hoechst 33342. Thus, we discovered a hidden “Janus” amongst LmrP substrates that is translocated in reverse direction across the membrane by binding to outward-facing LmrP followed by release from inward-facing LmrP. These findings are in agreement with distance measurements by electron paramagnetic resonance in which Hoechst 33342 binding was found to stabilize LmrP in its outward-facing conformation. Our data have important implications for the use of multidrug exporters in selective targeting of “Hoechst 33342-like” drugs to cells and tissues in which these transporters are expressed.  相似文献   

5.
LmrP, a proton/multidrug antiporter of Lactococcus lactis, transports a variety of cationic substrates. Previously, two membrane-embedded acidic residues, Asp142 and Glu327, have been reported to be important for multidrug transport activity of LmrP. Here we show that neither Glu327 nor Asp142 is essential for ethidium binding but that Glu327 is a critical residue for the high affinity binding of Hoechst 33342. Substitution of these two residues, however, negatively influences the transport activity. The energetics of transport was studied of two closely related cationic substrates ethidium and propidium that carry one and two positive charges, respectively. Extrusion of monovalent ethidium is dependent on both the electrical membrane potential (Deltapsi) and transmembrane proton gradient (DeltapH), while extrusion of propidium predominantly depends on the DeltapH only. The LmrP mutants D142C and E327C, however, mediate electroneutral ethidium extrusion, but are unable to mediate DeltapH-dependent extrusion of propidium. These data indicate that Asp142 and Glu327 are involved in proton translocation.  相似文献   

6.
The active extrusion of cytotoxic compounds from the cell by multidrug transporters is one of the major causes of failure of chemotherapeutic treatment of tumor cells and of infections by pathogenic microorganisms. The secondary multidrug transporter LmrP and the ATP-binding cassette (ABC) type multidrug transporter LmrA in Lactococcus lactis are representatives of the two major classes of multidrug transporters found in pro- and eukaryotic organisms. Therefore, knowledge of the molecular properties of LmrP and LmrA will have a wide significance for multidrug transporters in all living cells, and may enable the development of specific inhibitors and of new drugs which circumvent the action of multidrug transporters. Interestingly, LmrP and LmrA are transport proteins with very different protein structures, which use different mechanisms of energy coupling to transport drugs out of the cell. Surprisingly, both proteins have overlapping specificities for drugs, are inhibited by t he same set of modulators, and transport drugs via a similar transport mechanism. The structure-function relationships that dictate drug recognition and transport by LmrP and LmrA will represent an intriguing new area of research.  相似文献   

7.
Structure-function analysis of multidrug transporters in Lactococcus lactis   总被引:2,自引:0,他引:2  
The active extrusion of cytotoxic compounds from the cell by multidrug transporters is one of the major causes of failure of chemotherapeutic treatment of tumor cells and of infections by pathogenic microorganisms. A multidrug transporter in Lactococcus lactis, LmrA, is a member of the ATP-binding cassette (ABC) superfamily and a bacterial homolog of the human multidrug resistance P-glycoprotein. Another multidrug transporter in L. lactis, LmrP, belongs to the major facilitator superfamily, and is one example of a rapidly expanding group of secondary multidrug transporters in microorganisms. Thus, LmrA and LmrP are transport proteins with very different protein structures, which use different mechanisms of energy coupling to transport drugs out of the cell. Surprisingly, both proteins have overlapping specificities for drugs, are inhibited by the same set of modulators, and transport drugs via a similar transport mechanism. The structure-function relationships that dictate drug recognition and transport by LmrP and LmrA represent an intriguing area of research.  相似文献   

8.
Due to their ability to extrude structurally dissimilar cytotoxic drugs out of the cell, multidrug transporters are able to reduce the cytoplasmic drug concentration, and, hence, are able to confer drug resistance on human cancer cells and pathogenic microorganisms. This review will focus on the molecular properties of two bacterial multidrug transporters, the ATP-binding cassette transporter LmrA and the proton motive force-dependent major facilitator superfamily transporter LmrP, which each represent a major class of multidrug transport proteins encountered in pro- and eukaryotic cells. In spite of the structural differences between LmrA and LmrP, the molecular bases of their drug transport activity may turn out to be more similar than might currently appear.  相似文献   

9.
Lugo MR  Sharom FJ 《Biochemistry》2005,44(2):643-655
One cause of multidrug resistance is the overexpression of P-glycoprotein, a 170 kDa plasma membrane ABC transporter, which functions as an ATP-driven efflux pump with broad specificity for hydrophobic drugs, peptides, and natural products. The protein appears to interact with its substrates within the membrane environment. Previous reports suggested the existence of at least two binding sites, possibly overlapping and displaying positively cooperative interactions, termed the H and R sites for their preference for Hoechst 33342 and rhodamine 123, respectively. In this work, we have used several fluorescence approaches to characterize the molecular interaction of purified P-glycoprotein (Pgp) with the dye LDS-751, which is proposed to bind to the R site. A 50-fold enhancement of LDS-751 fluorescence indicated that the protein binding site was located in a hydrophobic environment, with a polarity lower than that of chloroform. LDS-751 bound with sub-micromolar affinity (K(d) = 0.75 microM) and quenched P-glycoprotein intrinsic Trp fluorescence by 40%, suggesting that Trp emitters are probably located close to the drub-binding regions of the transporter and may interact directly with the dye. Using a FRET approach, we mapped the possible locations of the LDS-751 binding site relative to the NB domain active sites. The R site appeared to be positioned close to the membrane boundary of the cytoplasmic leaflet. The location of both H and R drug binding sites is in agreement with the idea that Pgp may operate as a drug flippase, moving substrates from the inner leaflet to the outer leaflet of the plasma membrane.  相似文献   

10.
The secondary multidrug transporter LmrP of Lactococcus lactis mediates the efflux of Hoechst 33342 from the cytoplasmic leaflet of the membrane. Kinetic analysis of Hoechst 33342 transport in inside-out membrane vesicles of L. lactis showed that the LmrP-mediated H(+)/Hoechst 33342 antiport reaction obeyed Michaelis-Menten kinetics, with a low apparent affinity constant of 0.63 microM Hoechst 33342 (= 0.5 mmol Hoechst 33342/mol phospholipid). Several drugs significantly inhibited LmrP-mediated Hoechst 33342 transport through a direct interaction with the protein rather than through dissipation of the proton motive force or reduction of the membrane partitioning of Hoechst 33342. The characterization of the mechanism of inhibition of LmrP-mediated Hoechst 33342 transport indicated competitive inhibition by quinine and verapamil, noncompetitive inhibition by nicardipin and vinblastin, and uncompetitive inhibition by TPP(+). The three types of inhibition of LmrP-mediated Hoechst 33342 transport in inside-out membrane vesicles indicate for the first time the presence of multiple drug interaction sites in a secondary multidrug transporter.  相似文献   

11.
Multidrug transporters are ubiquitous efflux pumps that provide cells with defense against various toxic compounds. In bacteria, which typically harbor numerous multidrug transporter genes, the majority function as secondary multidrug/proton antiporters. Proton-coupled secondary transport is a fundamental process that is not fully understood, largely owing to the obscure nature of proton-transporter interactions. Here we analyzed the substrate/proton coupling mechanism in MdfA, a model multidrug/proton antiporter. By measuring the effect of protons on substrate binding and by directly measuring proton binding and release, we show that substrates and protons compete for binding to MdfA. Our studies strongly suggest that competition is an integral feature of secondary multidrug transport. We identified the proton-binding acidic residue and show that, surprisingly, the substrate binds at a different site. Together, the results suggest an interesting mode of indirect competition as a mechanism of multidrug/proton antiport.  相似文献   

12.
Huang S  Vandenberg RJ 《Biochemistry》2007,46(34):9685-9692
L-Glutamate is the predominant excitatory neurotransmitter in the brain, and its extracellular concentration is tightly controlled by the excitatory amino acid transporters (EAATs). The transport of 1 glutamate molecule is coupled to the cotransport of 3 Na+ and 1 H+ and the countertransport of 1 K+. In addition to substrate transport, the binding of glutamate and Na+ activates an anion current which is thermodynamically uncoupled from the transport process. We have identified three amino acid residues in EAAT1 (D272 in TM5, K384 and R385 in TM7) that influence the amplitude of the anion channel current relative to the transport current. Transporters containing the mutations R268A, D272A, D272K, K384A, K384D, R385A, and R385D were expressed in Xenopus laevis oocytes and their transport and anion channel functions measured using the two-electrode voltage clamp techniques. The D272, K384, and R385 mutant transporters showed no change in transport properties but have increased levels of anion channel activity compared to wild-type transporters. These results identify additional residues of the EAAT1 transporter that may contribute to the gating mechanism of the anion channel of glutamate transporters and also provide hints as to how substrate binding leads to channel activation.  相似文献   

13.
Two serine residues in the beta-adrenergic receptor (beta-AR) have been proposed to form hydrogen bonds with the catechol moiety of the ligand and contribute to the activation of the receptor. These conserved serine residues in the dopamine (DA) and norepinephrine transporters (DAT and NET, respectively) have also been shown to affect substrate transport in the rat DAT. In the present work, hydrogen bonding interactions between the corresponding serine residues in the human NET (hNET), 354 and 357, and the hydroxyl groups on the substrate were systematically evaluated by examining the transport and binding properties of DA and several single hydroxyl analogues of DA at wild-type and serine-to-alanine-substituted transporters. A comparison of [3H]nisoxetine binding at the serine 354 mutant, in which K(D) increased 70-fold from the wild-type value, with the binding of DA, m-tyramine (m-TYR), and p-tyramine (p-TYR) at mutant 354, where the increase in Ki was less dramatic, revealed that serine 354 is more influential in inhibitor than substrate binding. The binding of m-TYR and p-TYR at the serine 354 and serine 357 mutants did not show a direct interaction between one serine and one substrate catechol hydroxyl group. DA, m-TYR, and p-TYR binding affinity did not deviate from the wild-type value at the serine 357 and double mutant transporters. At these two transporters, however, the Km of DA uptake increased, suggesting that the roles of serine 357 and serine 354 in substrate transport are different from their roles in binding. The K'm for induced efflux of DA decreased at the serine 357 mutant compared with the wild-type, whereas the K'm at the serine 354 mutant was the same as that of the wild-type. Further investigation of the role of substrate hydroxyls in the transport process revealed no difference between the transport of m-TYR or p-TYR, as measured indirectly through their induced efflux of DA, at any of the mutants. Although these serines are influential in inhibitor and substrate binding to the transporter and substrate uptake and efflux, they do not appear to be involved in a direct hydrogen bond interaction with substrate, suggesting that the pattern of distinct hydrogen bonding interactions at the beta-AR does not exist at the hNET.  相似文献   

14.
The Escherichia coli MsbA protein is a 65-kDa member of the ATP-binding cassette superfamily. It is thought to function as an ATP-dependent lipid translocase that transports lipid A from the inner to the outer leaflet of the cytoplasmic membrane. MsbA with high ATPase activity was isolated and found to be homodimeric in detergent solution. The protein ATPase activity was inhibited by vanadate and showed variable patterns of stimulation and inhibition by lipid A and other compounds. The intrinsic tryptophan fluorescence of the protein was characterized, and dynamic quenching using acrylamide showed that a conformational change took place on binding of lipid A. Fluorescence quenching was used to characterize the interactions of MsbA with nucleotides and various putative substrates, including lipids, lipid-like compounds, and drugs. MsbA had an apparent binding affinity for ATP of approximately 2 mm and also bound nonhydrolyzable ATP analogs and fluorescent ATP derivatives. The putative substrate lipid A interacted with the protein with an affinity of 6.4 microm. Drugs that are known to be substrates for ABC multidrug transporters also interacted with MsbA with affinities in the range 0.25-50 microm. This study represents the first use of fluorescence approaches to estimate MsbA binding affinities for nucleotides and putative transport substrates.  相似文献   

15.
In a number of cases, the function of membrane proteins appears to require the presence of specific lipid species in the bilayer. We have shown that the secondary multidrug transporter LmrP requires the presence of phosphatidylethanolamine (PE), as its replacement by phosphatidylcholine (PC) inhibits transport activity and directly affects its structure, although the underlying mechanism was unknown. Here, we show that the effect of PE on the structure and the function of LmrP is mediated by interactions between the lipid headgroup and the protein. We used methyl-PE and dimethyl-PE analogs of PE to show that only replacement of the three hydrogens by methyl moieties leads to changes in the biochemical and biophysical properties of the reconstituted protein. This suggests that LmrP does not depend on the bulk properties of the phospholipids tested but solely on the hydrogen bonding ability of the headgroup. We then show that a single point mutation in LmrP, D68C, is sufficient to recapitulate precisely every biochemical and biophysical effect observed when PE is replaced by PC, including energy transfer between the protein tryptophan residues and the lipid headgroups. We conclude that the negatively charged Asp-68 is likely to participate in the interaction with PE and that such interaction is required for proton gradient sensing, substrate binding, and transport. Because Asp-68 belongs to a highly conserved motif in the Major Facilitator Superfamily (which includes LacY and EmrD), this interaction might be a general feature of these transporters that is involved in proton gradient sensing and lipid dependence.  相似文献   

16.
LmrP is a secondary active multidrug transporter from Lactococcus lactis. The protein belongs to the major facilitator superfamily and utilizes the electrochemical proton gradient (inside negative and alkaline) to extrude a wide range of lipophilic cations from the cell. Previous work has indicated that ethidium, a monovalent cationic substrate, is exported by LmrP by electrogenic antiport with two (or more) protons. This observation raised the question whether these protons are translocated sequentially along the same pathway, or through different routes. To address this question, we constructed a 3-D homology model of LmrP based on the high-resolution structure of the glycerol-3P/Pi antiporter GlpT from Escherichia coli, and we tested by mutagenesis the possible proton conduction points suggested by this model. Similar to the template, LmrP is predicted to contain an internal cavity formed at the interface between the two halves of the transporter. On the surface of this cavity lie two clusters of polar, aromatic and carboxylate residues with potentially important function in proton shuttling. Cluster 1 in the C-terminal half contains D235 and E327 in immediate proximity of each other, and is located near the apex of the cavity. Cluster 2 in the N-terminal half contains D142. Analyses of LmrP mutants containing charge-conservative or carboxyl-to-amide replacements at positions 142, 235 and 327 suggest that D142 is part of a dedicated proton translocation pathway in the ethidium translocation reaction. In contrast, D235 and E327 are part of an independent pathway, in which D235 interacts with protons. E327 appears to modulate the pKa of D235 and plays a role in the interaction with ethidium. These results are consistent with the proposal that major facilitator superfamily proteins consist of two membrane domains, one of which is involved in substrate binding and the other in ion coupling, and they indicate that there are two proton conduction pathways at play in the transport mechanism.  相似文献   

17.
Proton-dependent multidrug efflux systems.   总被引:26,自引:0,他引:26       下载免费PDF全文
Multidrug efflux systems display the ability to transport a variety of structurally unrelated drugs from a cell and consequently are capable of conferring resistance to a diverse range of chemotherapeutic agents. This review examines multidrug efflux systems which use the proton motive force to drive drug transport. These proteins are likely to operate as multidrug/proton antiporters and have been identified in both prokaryotes and eukaryotes. Such proton-dependent multidrug efflux proteins belong to three distinct families or superfamilies of transport proteins: the major facilitator superfamily (MFS), the small multidrug resistance (SMR) family, and the resistance/ nodulation/cell division (RND) family. The MFS consists of symporters, antiporters, and uniporters with either 12 or 14 transmembrane-spanning segments (TMS), and we show that within the MFS, three separate families include various multidrug/proton antiport proteins. The SMR family consists of proteins with four TMS, and the multidrug efflux proteins within this family are the smallest known secondary transporters. The RND family consists of 12-TMS transport proteins and includes a number of multidrug efflux proteins with particularly broad substrate specificity. In gram-negative bacteria, some multidrug efflux systems require two auxiliary constituents, which might enable drug transport to occur across both membranes of the cell envelope. These auxiliary constituents belong to the membrane fusion protein and the outer membrane factor families, respectively. This review examines in detail each of the characterized proton-linked multidrug efflux systems. The molecular basis of the broad substrate specificity of these transporters is discussed. The surprisingly wide distribution of multidrug efflux systems and their multiplicity in single organisms, with Escherichia coli, for instance, possessing at least nine proton-dependent multidrug efflux systems with overlapping specificities, is examined. We also discuss whether the normal physiological role of the multidrug efflux systems is to protect the cell from toxic compounds or whether they fulfil primary functions unrelated to drug resistance and only efflux multiple drugs fortuitously or opportunistically.  相似文献   

18.
Lewinson O  Bibi E 《Biochemistry》2001,40(42):12612-12618
The mechanism by which multidrug transporters interact with structurally unrelated substrates remains enigmatic. Based on transport competition experiments, photoaffinity labeling, and effects on enzymatic activities, it was proposed in the past that multidrug transporters can interact simultaneously with a number of dissimilar substrate molecules. To study this phenomenon, we applied a direct binding approach and transport assays using the Escherichia coli multidrug transporter MdfA, which exports both positively charged (e.g., tetraphenylphosphonium, TPP(+)), zwitterionic (e.g., ciprofloxacin), and neutral (e.g., chloramphenicol) drugs. The interaction of MdfA with various substrates was examined by direct binding assays with the purified transporter. The immobilized MdfA binds TPP(+) in a specific manner, and all the tested positively charged substrates inhibit TPP(+) binding. Surprisingly, although TPP(+) binding is not affected by zwitterionic substrates, the neutral substrate chloramphenicol stimulates TPP(+) binding by enhancing its affinity to MdfA. In contrast, transport competition assays show inhibition of TPP(+) transport by chloramphenicol. We suggest that MdfA binds TPP(+) and chloramphenicol simultaneously to distinct but interacting binding sites, and the interaction between these two substrates during transport is discussed.  相似文献   

19.
Lactococcus lactis possesses an ATP-dependent drug extrusion system which shares functional properties with the mammalian multidrug resistance (MDR) transporter P-glycoprotein. One of the intriguing aspects of both transporters is their ability to interact with a broad range of structurally unrelated amphiphilic compounds. It has been suggested that P-glycoprotein removes drugs directly from the membrane. Evidence is presented that this model is correct for the lactococcal multidrug transporter through studies of the extrusion mechanism of BCECF-AM and cationic diphenylhexatriene (DPH) derivatives from the membrane. The non-fluorescent probe BCECF-AM can be converted intracellularly into its fluorescent derivative, BCECF, by non-specific esterase activities. The development of fluorescence was decreased upon energization of the cells. These and kinetic studies showed that BCECF-AM is actively extruded from the membrane before it can be hydrolysed intracellularly. The increase in fluorescence intensity due to the distribution of TMA-DPH into the phospholipid bilayer is a biphasic process. This behaviour reflects the fast entry of TMA-DPH into the outer leaflet followed by a slower transbilayer movement to the inner leaflet of the membrane. The initial rate of TMA-DPH extrusion correlates with the amount of probe associated with the inner leaflet. Taken together, these results demonstrate that the lactococcal MDR transporter functions as a 'hydrophobic vacuum cleaner', expelling drugs from the inner leaflet of the lipid bilayer. Thus, the ability of amphiphilic substrates to partition in the inner leaflet of the membrane is a prerequisite for recognition by multidrug transporters.  相似文献   

20.
The identification of functionally important residues is an important challenge for understanding the molecular mechanisms of proteins. Membrane protein transporters operate two-state allosteric conformational changes using functionally important cooperative residues that mediate long-range communication from the substrate binding site to the translocation pathway. In this study, we identified functionally important cooperative residues of membrane protein transporters by integrating sequence conservation and co-evolutionary information. A newly derived evolutionary feature, the co-evolutionary coupling number, was introduced to measure the connectivity of co-evolving residue pairs and was integrated with the sequence conservation score. We tested this method on three Major Facilitator Superfamily (MFS) transporters, LacY, GlpT, and EmrD. MFS transporters are an important family of membrane protein transporters, which utilize diverse substrates, catalyze different modes of transport using unique combinations of functional residues, and have enough characterized functional residues to validate the performance of our method. We found that the conserved cores of evolutionarily coupled residues are involved in specific substrate recognition and translocation of MFS transporters. Furthermore, a subset of the residues forms an interaction network connecting functional sites in the protein structure. We also confirmed that our method is effective on other membrane protein transporters. Our results provide insight into the location of functional residues important for the molecular mechanisms of membrane protein transporters.  相似文献   

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