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1.
Cytochrome P450 3A4 (CYP3A4) plays a critical role in the metabolism of many drugs. CYP3A4 exhibits extraordinary substrate promiscuity and unusual allosteric kinetics. In addition, many CYPs catalyze sequential oxidations on a single substrate, but in most cases, mechanistic details of these processes are not well-established. As a result, in vivo clearance of many drugs and their metabolites is difficult to predict on the basis of the complex in vitro kinetics, and new in vitro probes are required to understand these behaviors. The near-IR fluorescent probe Nile Red, which has strong solvatochromic behavior, was investigated as a probe of allostery and sequential metabolism with CYP3A4. Nile Red binds with apparent Kd values of 0.05 and 2.3 muM, based on a sigmoidal dependence of heme spin state on Nile Red concentration, where the first equivalent of Nile Red increased the high-spin fraction by only 13% of the total change at saturation. Mass spectrometry analysis indicates that Nile Red is metabolized sequentially by CYP3A4 to the N-monoethyl and N-desethyl products, confirming that the immediate vicinity of the heme iron is one binding site. In the presence of CYP3A4, steady-state fluorescence emission and excitation spectra, as well as excited-state lifetimes at varying Nile Red concentrations, indicate a high-affinity site that modulates the fluorescent properties of Nile Red. The Nile Red binding site is competitively eliminated by itraconazole, which is a high-affinity ligand known to coordinate to the heme iron. Together, the data suggest that Nile Red binds to the active site with high affinity ( approximately 50 nM), where it is desolvated in a low-dielectric environment. In addition, Nile Red is sequentially oxidized at rates comparable to or faster than those of other in vitro probes, which emphasizes its utility in the further examination of this important kinetic phenomenon in vitro.  相似文献   

2.
Lampe JN  Atkins WM 《Biochemistry》2006,45(40):12204-12215
Cytochrome P450 3A4 (CYP3A4) is a major enzymatic determinant of drug and xenobiotic metabolism that demonstrates remarkable substrate diversity and complex kinetic properties. The complex kinetics may result, in some cases, from multiple binding of ligands within the large active site or from an effector molecule acting at a distal allosteric site. Here, the fluorescent probe TNS (2-p-toluidinylnaphthalene-6-sulfonic acid) was characterized as an active site fluorescent ligand. UV-vis difference spectroscopy revealed a TNS-induced low-spin heme absorbance spectrum with an apparent K(d) of 25.4 +/- 2 microM. Catalytic turnover using 7-benzyloxyquinoline (7-BQ) as a substrate demonstrated TNS-dependent inhibition with an IC(50) of 9.9 +/- 0.1 microM. These results suggest that TNS binds in the CYP3A4 active site. The steady-state fluorescence of TNS increased upon binding to CYP3A4, and fluorescence titrations yielded a K(d) of 22.8 +/- 1 microM. Time-resolved frequency-domain measurement of TNS fluorescence lifetimes indicates a testosterone (TST)-dependent decrease in the excited-state lifetime of TNS, concomitant with a decrease in the steady-state fluorescence intensity. In contrast, the substrate erythromycin (ERY) had no effect on TNS lifetime, while it decreased the steady-state fluorescence intensity. Together, the results suggest that TNS binds in the active site of CYP3A4, while the first equivalent of TST binds at a distant allosteric effector site. Furthermore, the results are the first to indicate that TST bound to the effector site can modulate the environment of the heterotropic ligand.  相似文献   

3.
4.
Cytochrome P450 3A4 (CYP3A4) is involved in the metabolism of a majority of drugs. Heterotropic cooperativity of drug binding to CYP3A4 was examined with the flavanoid, alpha-naphthoflavone (ANF) and the steroid, testosterone (TST). UV-vis and EPR spectroscopy of CYP3A4 show that ANF binding to CYP3A4 occurs with apparent negative cooperativity and that there are at least two binding sites: (1) a relatively tight spin-state insensitive binding site (CYP.ANF) and (2) a relatively low affinity spin-state sensitive binding site (CYP.ANF.ANF). Since binding to the spin-state insensitive binding site is considerably tighter for ANF than TST, the spin-state insensitive binding site could be occupied by ANF, while titrating TST at the other site(s). The spin-state insensitive binding site of ANF appears to compete with the spin-state insensitive binding site of TST. The formation of the spin-state insensitive CYP.ANF complex is strongly temperature dependent, when compared to the formation of the CYP.TST complex, suggesting that the formation of the CYP3A4.ANF complex leads to long-range conformational changes within the protein. When the CYP.ANF complex is titrated with TST, the formation of CYP.ANF.TST is favored by 3:1 over the formation of CYP.TST.TST, suggesting that there is an allosteric interaction between ANF and TST. A model of heterotropic cooperativity of CYP3A4 is presented, where the spin-state insensitive binding of ANF occurs at the same peripheral binding site of CYP3A4 as TST.  相似文献   

5.
The heme-containing cytochrome P450s (CYPs) are a major enzymatic determinant of drug clearance and drug-drug interactions. The CYP3A4 isoform is inhibited by antifungal imidazoles or triazoles, which form low-spin heme iron complexes via formation of a nitrogen-ferric iron coordinate bond. However, CYP3A4 also slowly oxidizes the antifungal itraconazole (ITZ) at a site that is approximately 25 A from the triazole nitrogens, suggesting that large antifungal azoles can adopt multiple orientations within the CYP3A4 active site. Here, we report a surface plasmon resonance (SPR) analysis with kinetic resolution of two binding modes of ITZ, and the related drug ketoconazole (KTZ). SPR reveals a very slow off-rate for one binding orientation. Multiphasic binding kinetics are observed, and one of the two binding components resolved by curve fitting exhibits "equilibrium overshoot". Preloading of CYP3A4 with the heme ligand imidazole abolishes this component of the antifungal azole binding trajectories, and it eliminates the conspicuously slow off-rate. The fractional populations of CYP3A4 complexes corresponding to different drug orientations can be manipulated by altering the duration of the pulse of drug exposure. UV-vis difference absorbance titrations yield low-spin spectra and K(D) values that are consistent with the high-affinity complex resolved by SPR. These results demonstrate that ITZ and KTZ bind in multiple orientations, including a catalytically productive mode and a slowly dissociating inhibitory mode. Most importantly, they provide the first example of a SPR-based method for the kinetic characterization of binding of a drug to any human CYP, including mechanistic insight not available from other methods.  相似文献   

6.
Ritonavir is a HIV protease inhibitor that also potently inactivates cytochrome P450 3A4 (CYP3A4), a major human drug-metabolizing enzyme. To better understand the mechanism of ligand binding and to find strategies for improvement of the inhibitory potency of ritonavir, currently administered to enhance pharmacokinetics of other anti-HIV drugs that are quickly metabolized by CYP3A4, we compared the manner of CYP3A4 interaction with the drug and two analogs lacking either the heme-ligating thiazole nitrogen or the entire thiazole group. Based on the kinetic, mutagenesis and structural data, we conclude that: (i) the active site residue Arg212 assists binding of all investigated compounds and, thus, may play a more prominent role in metabolic transformation of xenobiotics than previously thought, (ii) peripheral binding of ritonavir limits the heme coordination rate and complicates the binding kinetics, (iii) association of ritonavir-like type II ligands is driven by heme coordination whereas hydrophobic forces define the binding mode, and (iv) substitution of one phenyl group in ritonavir with a smaller hydrophobic moiety could prevent steric clashing and, hence, increase the affinity and inhibitory potency of the drug.  相似文献   

7.
The membrane-bound protein cytochrome P450 3A4 (CYP3A4) is a major drug-metabolizing enzyme. Most studies of ligand binding by CYP3A4 are currently carried out in solution, in the absence of a model membrane. Therefore, there is little information concerning the membrane effects on CYP3A4 ligand binding behavior. Phospholipid bilayer Nanodiscs are a novel model membrane system derived from high density lipoprotein particles, whose stability, monodispersity, and consistency are ensured by their self-assembly. We explore the energetics of four ligands (6-(p-toluidino)-2-naphthalenesulfonic acid (TNS), alpha-naphthoflavone (ANF), miconazole, and bromocriptine) binding to CYP3A4 incorporated into Nanodiscs. Ligand binding to Nanodiscs was monitored by a combination of environment-sensitive ligand fluorescence and ligand-induced shifts in the fluorescence of tryptophan residues present in the scaffold proteins of Nanodiscs; binding to the CYP3A4 active site was monitored by ligand-induced shifts in the heme Soret band absorbance. The dissociation constants for binding to the active site in CYP3A4-Nanodiscs were 4.0 microm for TNS, 5.8 microm for ANF, 0.45 microm for miconazole, and 0.45 microm for bromocriptine. These values are for CYP3A4 incorporated into a lipid bilayer and are therefore presumably more biologically relevant that those measured using CYP3A4 in solution. In some cases, affinity measurements using CYP3A4 in Nanodiscs differ significantly from solution values. We also studied the equilibrium between ligand binding to CYP3A4 and to the membrane. TNS showed no marked preference for either environment; ANF preferentially bound to the membrane, and miconazole and bromocriptine preferentially bound to the CYP3A4 active site.  相似文献   

8.
Cytochrome P450 (P450) 3A4, the major catalyst involved in human drug oxidation, displays substrate- and reaction-dependent homotropic and heterotropic cooperative behavior. Although several models have been proposed, these mainly rely on steady-state kinetics and do not provide information on the contribution of the individual steps of P450 catalytic cycle to the observed cooperativity. In this work, we focused on the kinetics of substrate binding, and the fluorescent properties of bromocriptine and alpha-naphthoflavone allowed analysis of an initial ligand-P450 3A4 interaction that does not cause a perturbation of the heme spectrum. The binding stoichiometry for bromocriptine was determined to be unity using isothermal titration calorimetry and equilibrium dialysis methods, suggesting that the ligand bound to the peripheral site during the initial encounter dissociates subsequently. A three-step substrate binding model is proposed, based on absorbance and fluorescence stopped-flow kinetic data and equilibrium binding data obtained with bromocriptine, and evaluated using kinetic modeling. The results are consistent with the substrate molecule binding at a site peripheral to the active site and subsequently moving toward the active site to bind to the heme and resulting in a low to high spin iron shift. The last step is attributed to a conformational change in the enzyme active site. The later steps of binding were shown to have rate constants comparable with the subsequent steps of the catalytic cycle. The P450 3A4 binding process is more complex than a two-state system, and the overlap of rates of some of the events with subsequent steps is proposed to underlie the observed cooperativity.  相似文献   

9.
Multiple crystal structures of CYP3A4 bound with various substrates or inhibitors have been used as templates for docking of new chemical entities to predict sites of metabolism and molecular interactions for drug design. Herein, modeling studies with dirlotapide, a CYP3A4 substrate, indicated that a substantial conformational change of CYP3A4 was necessary to accommodate it within the active site cavity, which is in good agreement with a new published CYP3A4 ritonavir co-crystal structure. Thus, the importance of considering the substrate-induced conformational change in CYP3A4, thermochemical properties of reaction centers, and essential in vitro experimental data support were analyzed for the refinement of computational models.  相似文献   

10.
Recent studies have indicated that CYP3A4 exhibits non-Michaelis-Menten kinetics for numerous substrates. Both homo- and heterotropic activation have been reported, and kinetic models have suggested multiple substrates within the active site. We provide some of the first physicochemical data supporting the hypothesis of allosteric substrate binding within the CYP3A4 active site. Midazolam (MDZ) is metabolized by CYP3A4 to two hydroxylated metabolites, 1'- and 4-hydroxymidazolam. Incubations using purified CYP3A4 and MDZ showed that both alpha-naphthoflavone (alpha-NF) and testosterone affect the ratio of formation rates of 1'- and 4-hydroxymidazolam. Similar to previous reports, alpha-NF was found to promote formation of 1'-hydroxymidazolam, while testosterone stimulated formation of 4-hydroxymidazolam. NMR was used to measure the closest approach of individual MDZ protons to the paramagnetic heme iron of CYP3A4 using paramagnetic T(1) relaxation measurements. Solutions of 0.2 microM CYP3A4 with 500 microM MDZ resulted in calculated distances between 7.4 and 8.3 A for all monitored MDZ protons. The distances were statistically equivalent for all protons except C3-H and were consistent with the rotation within the active site or sliding parallel to the heme plane. When 50 microM alpha-NF was added, proton-heme iron distances ranged from 7.3 to 10.0 A. Consistent with kinetics of activation, the 1' position was situated closest to the heme, while the fluorophenyl 5-H proton was the furthest. Proton-heme iron distances for MDZ with CYP3A4 and 50 microM testosterone ranged from 7.7 to 9.0 A, with the flourophenyl 5-H proton furthest from the heme iron and the C4-H closest to the heme, also consistent with kinetic observations. When titrated with CYP3A4 in the presence of MDZ, testosterone and alpha-NF resonances themselves exhibited significant broadening and enhanced relaxation rates, indicating that these effector molecules were also bound within the CYP3A4 active site near the paramagnetic heme iron. These results suggest that the effector exerts its cooperative effects on MDZ metabolism through simultaneous binding of MDZ and effector near the CYP3A4 heme.  相似文献   

11.
Design of a partially cysteine-depleted C98S/C239S/C377S/C468A cytochrome P450 3A4 mutant designated CYP3A4(C58,C64) allowed site-directed incorporation of thiol-reactive fluorescent probes into alpha-helix A. The site of modification was identified as Cys-64 with the help of CYP3A4(C58) and CYP3A4(C64), each bearing only one accessible cysteine. Changes in the fluorescence of CYP3A4(C58,C64) labeled with 6-(bromoacetyl)-2-(dimethylamino)naphthalene (BADAN), 7-(diethylamino)-3-(4'-maleimidylphenyl)-4-methylcoumarin (CPM), or monobromobimane (mBBr) were used to study the interactions with bromocriptine (BCT), 1-pyrenebutanol (1-PB), testosterone (TST), and alpha-naphthoflavone (ANF). Of these substrates only ANF has a specific effect, causing a considerable decrease in fluorescence intensity of BADAN and CPM and increasing the fluorescence of mBBr. This ANF-binding event in the case of the BADAN-modified enzyme is characterized by an S50 of 18.2 +/- 0.7, compared with the value of 2.2 +/- 0.3 for the ANF-induced spin transition, thus revealing an additional low-affinity binding site. Studies of the effect of TST, 1-PB, and BCT on the interactions of ANF monitored by changes in fluorescence of CYP3A4(C58,C64)-BADAN or by the ANF-induced spin transition revealed no competition by these substrates. Investigation of the kinetics of fluorescence increase upon H2O2-dependent heme depletion suggests that labeled CYP3A4(C58,C64) is represented by two conformers, one of which has the fluorescence of the BADAN and CPM labels completely quenched, presumably by photoinduced electron transfer from the neighboring Trp-72 and/or Tyr-68 residues. The binding of ANF to the newly discovered binding site appears to affect the interactions of the label with the above residue(s), thus modulating the fraction of the fluorescent conformer.  相似文献   

12.
The mechanisms of ligand binding and allostery in the major human drug-metabolizing enzyme cytochrome P450 3A4 (CYP3A4) were explored with fluorescence resonance energy transfer (FRET) using a laser dye, fluorol-7GA (F7GA), as a model substrate. Incorporation into the enzyme of a thiol-reactive FRET probe, pyrene iodoacetamide, allowed us to monitor the binding by FRET from the pyrene donor to the F7GA acceptor. Cooperativity of the interactions detected by FRET indicates that the enzyme possesses at least two F7GA-binding sites that have different FRET efficiencies and are therefore widely separated. To probe spatial localization of these sites, we studied FRET in a series of mutants bearing pyrene iodoacetamide at different positions, and we measured the distances from each of the sites to the donor. Our results demonstrate the presence of a high affinity binding site at the enzyme periphery. Analysis of the set of measured distances complemented with molecular modeling and docking allowed us to pinpoint the most probable peripheral site. It is located in the vicinity of residues 217-220, similar to the position of the progesterone molecule bound at the distal surface of the CYP3A4 in a prior x-ray crystal structure. Peripheral binding of F7GA causes a substantial spin shift and serves as a prerequisite for the binding in the active site. This is the first indication of functionally important ligand binding outside of the active site in cytochromes P450. The findings strongly suggest that the mechanisms of CYP3A4 cooperativity involve a conformational transition triggered by an allosteric ligand.  相似文献   

13.
Nile Red is sequentially metabolized by cytochrome P4503A4 to the N-monoethyl and N-desethyl products, which typifies the metabolism of many amine containing drugs. Sequential metabolism of a single substrate results in complex kinetics that confound predictive models of drug clearance. As a fluorescent model for drugs which undergo sequential metabolism, Nile Red provides the opportunity to monitor drug-CYP interactions wherein the fluorescent properties of Nile Red could, in principle, be exploited to determine individual rate and equilibrium constants for the individual reactions. Previously, it was shown that Nile Red binds at the active site and fluoresces (KD ≈ 50 nM) with maximum emission at ∼620 nm, but it was unclear whether a red-shifted emission, at ∼660 nm, consisted of only free Nile Red or Nile Red bound at a second site on the protein. Here, equilibrium binding studies, including ‘reverse titrations’ spanning low ratios of CYP3A4/Nile Red, indicate two binding sites for Nile Red with a contribution to the ‘red emission’ greater than can be accounted for by free Nile Red. Singular value decomposition affords basis spectra for both spectral components and fits well to the experimentally determined concentration dependence of Nile Red emission. In addition, the red spectral component, with an apparent KD = 2.2 μM, is selectively eliminated by titration with the known allosteric effectors of CYP3A4, α-napthoflavone and testosterone. Furthermore, the double mutant L2311F/D214E, previously demonstrated to perturb a peripheral allosteric site, lacks the red-emitting Nile Red binding site, but retains the blue-emitting site. Together these data indicate that a second Nile Red site competes with other effectors of CYP3A4 at a site that results in Nile Red emission at 660 nm.  相似文献   

14.
15.
The one-electron autoxidation of human cytochrome P450 3A4   总被引:1,自引:0,他引:1  
Monomeric cytochrome P450 3A4 (CYP3A4), the most prevalent cytochrome P450 in human liver, can simultaneously bind one, two, or three molecules of substrates and effectors. The difference in the functional properties of such binding intermediates gives rise to homotropic and heterotropic cooperative kinetics of this enzyme. To understand the overall kinetic processes operating in CYP3A4, we documented the kinetics of autoxidation of the oxy-ferrous intermediate of CYP3A4 as a function of testosterone concentration. The rate of autoxidation in the presence of testosterone was significantly lower than that observed with no substrate present. Stability of the oxy-ferrous complex in CYP3A4 and the amplitude of the geminate CO rebinding increased significantly as a result of binding of just one testosterone molecule. In contrast, the slow phase in the kinetics of cyanide binding to the ferric CYP3A4 correlated with a shift of the heme iron spin state, which is only caused by the association of a second molecule of testosterone. Our results show that the first substrate binding event prevents the escape of diatomic ligands from the distal heme binding pocket, stabilizes the oxy-ferrous complex, and thus serves as an important modulator of the uncoupling channel in the cytochromes P450.  相似文献   

16.
Human cytochrome P450 3A4 (CYP3A4) metabolizes a significant portion of clinically relevant drugs and often exhibits complex steady-state kinetics that can involve homotropic and heterotropic cooperativity between bound ligands. In previous studies, the hydroxylation of the sedative midazolam (MDZ) exhibited homotropic cooperativity via a decrease in the ratio of 1'-OH-MDZ to 4-OH-MDZ at higher drug concentrations. In this study, MDZ exhibited heterotropic cooperativity with the antiepileptic drug carbamazepine (CBZ) with characteristic decreases in the 1'-OH-MDZ to 4-OH-MDZ ratios. To unravel the structural basis of MDZ cooperativity, we probed MDZ and CBZ bound to CYP3A4 using longitudinal T(1) nuclear magnetic resonance (NMR) relaxation and molecular docking with AutoDock 4.2. The distances calculated from longitudinal T(1) NMR relaxation were used during simulated annealing to constrain the molecules to the substrate-free X-ray crystal structure of CYP3A4. These simulations revealed that either two MDZ molecules or an MDZ molecule and a CBZ molecule assume a stacked configuration within the CYP3A4 active site. In either case, the proton at position 4 of the MDZ molecule was closer to the heme than the protons of the 1'-CH(3) group. In contrast, molecular docking of a single molecule of MDZ revealed that the molecule was preferentially oriented with the 1'-CH(3) position closer to the heme than position 4. This study provides the first detailed molecular analysis of heterotropic and homotropic cooperativity of a human cytochrome P450 from an NMR-based model. Cooperativity of ligand binding through direct interaction between stacked molecules may represent a common motif for homotropic and heterotropic cooperativity.  相似文献   

17.
The structural basis for the cooperativity of diazepam oxidation catalyzed by human cytochrome P450 3A4 (CYP3A4) and 40 mutants has been investigated. An ordered two-site model in which substrates bind first to a catalytic/effector site and then to the catalytic site was used to explain sigmoidal kinetics for temazepam formation but hyperbolic kinetics for nordiazepam formation. In this model diazepam binds to the enzyme-substrate complex with a greater affinity (K(S2)=140 microM) than to free enzyme (K(S1)=960 microM). Residues 107, 119, 211, 301, 304, 309, 369, 370, and 373 play an important role in determining regioselectivity of diazepam oxidation. Interestingly, S119F and A370F displayed sigmoidal kinetics for nordiazepam formation, whereas I301F exhibited hyperbolic kinetics for both products. In the presence of increasing concentrations of testosterone, K(S1) for diazepam decreased, whereas K(S2) increased. The data suggest that three sites exist within the active pocket.  相似文献   

18.
Kijac AZ  Li Y  Sligar SG  Rienstra CM 《Biochemistry》2007,46(48):13696-13703
Cytochrome P450 (CYP) 3A4 contributes to the metabolism of approximately 50% of commercial drugs by oxidizing a large number of structurally diverse substrates. Like other endoplasmic reticulum-localized P450s, CYP3A4 contains a membrane-anchoring N-terminal helix and a significant number of hydrophobic domains, important for the interaction between CYP3A4 and the membrane. Although the membrane affects specificity of CYP3A4 ligand binding, the structural details of the interaction have not been revealed so far because X-ray crystallography studies are available only for the soluble domain of CYP3A4. Here we report sample preparation and initial magic-angle spinning (MAS) solid-state NMR (SSNMR) of CYP3A4 (Delta3-12) embedded in a nanoscale membrane bilayer, or Nanodisc. The growth protocol yields approximately 2.5 mg of the enzymatically active, uniformly 13C,15N-enriched CYP3A4 from 1 L of growth medium. Polyethylene glycol 3350-precipitated CYP3A4 in Nanodiscs yields spectra of high resolution and sensitivity, consistent with a folded, homogeneous protein. CYP3A4 in Nanodiscs remains enzymatically active throughout the precipitation protocol as monitored by bromocriptine binding. The 13C line widths measured from 13C-13C 2D chemical shift correlation spectra are approximately 0.5 ppm. The secondary structure distribution within several amino acid types determined from 13C chemical shifts is consistent with the ligand-free X-ray structures. These results demonstrate that MAS SSNMR can be performed on Nanodisc-embedded membrane proteins in a folded, active state. The combination of SSNMR and Nanodisc methodologies opens up new possibilities for obtaining structural information on CYP3A4 and other integral membrane proteins with full retention of functionality.  相似文献   

19.
Cytochrome P450 3A4 (CYP3A4) catalyzes the initial step in the clearance of many pharmaceuticals and foreign chemicals. The structurally diverse nature of CYP3A4 substrates complicates rational prediction of their metabolism and identification of potential drug interactions. The first molecular structures of human CYP3A4 were recently determined, revealing an active site of sufficient size and topography to accommodate either large ligands or multiple smaller ligands, as suggested by the heterotropic and homotropic cooperativity of the enzyme.  相似文献   

20.
The interactions of human CYP3A4 with three selected isomer flavonoids, such as astilbin, isoastilbin and neoastilbin, were clarified using spectral analysis, molecular docking, and molecular dynamics simulation. During binding with the three flavonoids, the intrinsic fluorescence of CYP3A4 was statically quenched in static mode with nonradiative energy conversion. The fluorescence and ultraviolet/visible (UV/vis) data revealed that the three flavonoids had a moderate and stronger binding affinity with CYP3A4 due to the order of the Ka1 and Ka2 values ranging from 104 to 105 L·mol−1. In addition, astilbin had the highest affinity with CYP3A4, then isoastilbin and neoastilbin, at the three experimental temperatures. Multispectral analysis confirmed that binding of the three flavonoids resulted in clear changes in the secondary structure of CYP3A4. It was found from fluorescence, UV/vis and molecular docking analyses that these three flavonoids strongly bound to CYP3A4 by means of hydrogen bonds and van der Waals forces. The key amino acids around the binding site were also elucidated. Furthermore, the stabilities of the three CYP3A4 complexes were evaluated using molecular dynamics simulation.  相似文献   

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