Evaluation of drug-human serum albumin binding interactions with support vector machine aided online automated docking

MOTIVATION: Human serum albumin (HSA), the most abundant plasma protein is well known for its extraordinary binding capacity for both endogenous and exogenous substances, including a wide range of drugs. Interaction with the two principal binding sites of HSA in subdomain IIA (site 1) and in subdomain IIIA (site 2) controls the free, active concentration of a drug, provides a reservoir for a long duration of action and ultimately affects the ADME (absorption, distribution, metabolism, and excretion) profile. Due to the continuous demand to investigate HSA binding properties of novel drugs, drug candidates and drug-like compounds, a support vector machine (SVM) model was developed that efficiently predicts albumin binding. Our SVM model was integrated to a free, web-based prediction platform (http://albumin.althotas.com). Automated molecular docking calculations for prediction of complex geometry are also integrated into the web service. The platform enables the users (i) to predict if albumin binds the query ligand, (ii) to determine the probable ligand binding site (site 1 or site 2), (iii) to select the albumin X-ray structure which is complexed with the most similar ligand and (iv) to calculate complex geometry using molecular docking calculations. Our SVM model and the potential offered by the combined use of in silico calculation methods and experimental binding data is illustrated.     

Molecular dynamics simulation studies of betulinic acid with human serum albumin

Betulinic acid (BA) is a naturally occurring pentacyclictriterpenoid possessing anti-retroviral, anti-cancer, and anti-inflammatory properties. Here, we studied the interaction of BA with human serum albumin (HSA) by using molecular docking, and molecular dynamic simulation methods. Molecular docking studies revealed that BA can bind in the large hydrophobic cavity of drug binding site I of sub-domain IIA and IIB, mainly by the hydrophobic interactions and also by hydrogen bond interactions. In which several cyclohexyl groups of BA are interacting with Phe(206), Arg(209), Ala(210), Ala(213), Leu(327), Gly(328), Leu(331), Ala(350), and Lys(351), residues of sub-domain IIA and IIB of HSA by hydrophobic interactions. Also, hydrogen bond interactions were observed between the hydroxyl (OH) group of BA with Phe(206) and Glu(354) of HSA, with hydrogen bond distances of 0.24 nm,0.28 nm respectively. Further, specifically, the molecular dynamics study makes an important contribution in understanding the effect of the binding of BA on conformational changes of HSA and the stability of the protein-drug complex system in aqueous solution. The root mean square deviation values of atoms in the free HSA molecule were calculated from 3000 ps to 5000 ps trajectory and the results were obtained as 0.72 ± 0.036 nm and 0.81 ± 0.032 nm for free HSA and HSA-BA, respectively. The radius of gyration (Rg) values of both unliganded HSA and HSA-BA were stabilized at 2.59 ± 0.03 nm, 2.51 ± 0.01 nm, respectively. Thus, this work may play an important role in the design of new BA inspired drugs with desired HSA binding affinity.     

Exploration of human serum albumin binding sites by docking and molecular dynamics flexible ligand–protein interactions

Five‐nanosecond molecular dynamics (MD) simulations were performed on human serum albumin (HSA) to study the conformational features of its primary ligand binding sites (I and II). Additionally, 11 HSA snapshots were extracted every 0.5 ns to explore the binding affinity (K_d) of 94 known HSA binding drugs using a blind docking procedure. MD simulations indicate that there is considerable flexibility for the protein, including the known sites I and II. Movements at HSA sites I and II were evidenced by structural analyses and docking simulations. The latter enabled the study and analysis of the HSA–ligand interactions of warfarin and ketoprofen (ligands binding to sites I and II, respectively) in greater detail. Our results indicate that the free energy values by docking (K_d observed) depend upon the conformations of both HSA and the ligand. The 94 HSA–ligand binding K_d values, obtained by the docking procedure, were subjected to a quantitative structure‐activity relationship (QSAR) study by multiple regression analysis. The best correlation between the observed and QSAR theoretical (K_d predicted) data was displayed at 2.5 ns. This study provides evidence that HSA binding sites I and II interact specifically with a variety of compounds through conformational adjustments of the protein structure in conjunction with ligand conformational adaptation to these sites. These results serve to explain the high ligand‐promiscuity of HSA. © 2009 Wiley Periodicals, Inc. Biopolymers 93: 161–170, 2010. This article was originally published online as an accepted preprint. The “Published Online” date corresponds to the preprint version. You can request a copy of the preprint by emailing the Biopolymers editorial office at biopolymers@wiley.com     

Deciphering the binding of carbendazim (fungicide) with human serum albumin: A multi-spectroscopic and molecular modelling studies

Carbendazim is a benzimidazole fungicide used to control the fungal invasion. However, its exposure might lead to potential health problems. The present study evaluates the interaction of carbendazim (CAR) with human serum albumin (HSA) which is an important drug carrier protein and plays a very crucial role in the transportation of small molecules. A number of biophysical techniques were employed to investigate the binding of CAR with HSA. The increased UV-absorption of HSA on titrating with CAR suggests the formation of HSA–CAR complex and it could be due to the exposure of aromatic residues. The fluorescence study confirmed that CAR quenches the fluorescence of HSA and showed the static mode of quenching. CAR (50 µM) quenches around 56.14% of the HSA fluorescence. The quenching constant, binding constant, number of binding site and free energy change was calculated by fluorescence quenching experiment. Competitive displacement assay showed Sudlow’s site I as the primary binding site of CAR on HSA. The synchronous fluorescence study revealed the perturbation in the microenvironment around tyrosine and tryptophan residues upon binding of CAR to HSA. The circular dichroism results suggested that the binding of CAR to HSA altered its secondary structure. Molecular docking experiment demonstrated the binding of CAR to Sudlow’s site I of HSA. Docking studies suggested that the hydrogen bonding, van der Waals and pi-alkyl are playing role in the interaction of CAR with HSA. The study confirmed the conformational changes within HSA upon binding of CAR.     

Paclitaxel-HSA interaction. Binding sites on HSA molecule

Paclitaxel (trade name Taxol) is one of the world's most effective anticancer drugs. It is used to treat several cancers including tumours of the breast, ovary and lung. In the present work the interaction of paclitaxel with human serum albumin (HSA) in aqueous solution at physiological pH has been investigated through CD, fluorescence spectroscopy and by the antibody precipitate test. Binding of paclitaxel to albumin impact on protein structure and it influences considerably albumin binding of other molecules like warfarin, heme or bilirubin. The paclitaxel-HSA interaction causes the conformational changes with the loss of helical stability of protein and local perturbation in the domain IIA binding pocket. The relative fluorescence intensity of the paclitaxel-bound HSA decreased, suggesting that perturbation around the Trp 214 residue took place. This was confirmed by the destabilization of the warfarin binding site, which includes Trp 214, and high affinity bilirubin binding site located in subdomain IIA.     

Synthesis,characterization, and binding assessment with human serum albumin of three bipyridine lanthanide(III) complexes

In this work, the terbium(III), dysprosium(III), and ytterbium(III) complexes containing 2, 2′-bipyridine (bpy) ligand have been synthesized and characterized using CHN elemental analysis, FT-IR, UV–Vis and ¹H-NMR techniques and their binding behavior with human serum albumin (HSA) was studied by UV–Vis, fluorescence and molecular docking examinations. The experimental data indicated that all three lanthanide complexes have high binding affinity to HSA with effective quenching of HSA fluorescence via static mechanism. The binding parameters, the type of interaction, the value of resonance energy transfer, and the binding distance between complexes and HSA were estimated from the analysis of fluorescence measurements and Förster theory. The thermodynamic parameters suggested that van der Waals interactions and hydrogen bonds play an important role in the binding mechanism. While, the energy transfer from HSA molecules to all these complexes occurs with high probability, the order of binding constants (BpyTb > BpyDy > BpyYb) represents the importance of radius of Ln³⁺ ion in the complex-HSA interaction. The results of molecular docking calculation and competitive experiments assessed site 3 of HSA, located in subdomain IB, as the most probable binding site for these ligands and also indicated the microenvironment residues around the bound mentioned complexes. The computational results kept in good agreement with experimental data.     

Fatty acid binding to serum albumin: Molecular simulation approaches

Background

Binding affinity for human serum albumin (HSA) is one of the most important factors affecting the distribution and free blood concentration of many ligands. The effect of fatty acids (FAs) on HSA-ligand binding has long been studied. Since the elucidation of the 3-dimensional structure of HSA, molecular simulation approaches have been applied to studies of the structure–function relationship of HSA–FA binding.

Scope of review

We review current insights into the effects of FA binding on HSA, focusing on the biophysical insights obtained using molecular simulation approaches such as docking, molecular dynamics (MD), and binding free energy calculations.

Major conclusions

Possible conformational changes on binding of FA molecules to HSA have been observed through MD simulations. High- and low-affinity FA-binding sites on HSA have been identified based on binding free energy calculations. The relationship between the warfarin binding affinity of HSA and FA molecules has been clarified based on the results of simulations of multi-site FA binding that cannot be experimentally observed.

General significance

Molecular simulation approaches have great potentials to provide detailed biophysical insights into HSA as well as the effects of the binding of FAs or other ligands to HSA. This article is part of a Special Issue entitled Serum Albumin.     

Binding of fluphenazine with human serum albumin in the presence of rutin and quercetin: An evaluation of food‐drug interaction by spectroscopic techniques

The interactions between human serum albumin (HSA) and fluphenazine (FPZ) in the presence or absence of rutin or quercetin were studied by fluorescence, absorption and circular dichroism (CD) spectroscopy and molecular modeling. The results showed that the fluorescence quenching mechanism was static quenching by the formation of an HSA–FPZ complex. Entropy change (ΔS ⁰) and enthalpy change (ΔH ⁰) values were 68.42 J/(mol? K) and ?4.637 kJ/mol, respectively, which indicated that hydrophobic interactions and hydrogen bonds played major roles in the acting forces. The interaction process was spontaneous because the Gibbs free energy change (ΔG ⁰) values were negative. The results of competitive experiments demonstrated that FPZ was mainly located within HSA site I (sub‐domain IIA). Molecular docking results were in agreement with the experimental conclusions of the thermodynamic parameters and competition experiments. Competitive binding to HSA between flavonoids and FPZ decreased the association constants and increased the binding distances of FPZ binding to HSA. The results of absorption, synchronous fluorescence, three‐dimensional fluorescence, and CD spectra showed that the binding of FPZ to HSA caused conformational changes in HSA and simultaneous effects of FPZ and flavonoids induced further HSA conformational changes.     

Protein-binding properties of a designed steroidal lactam compound

Introducing amide bonds into a steroid nucleus or its side chain may reduce the acute toxicity and enhance the pharmaceutical activity. In this work, a designed steroidal amide compound, named 3β-hydroxy-17-aza-d-homo-5-androsten-17-one (HAAO), was synthesized and identified. The interactions between HAAO and human serum albumin (HSA) were studied by multiple spectroscopic methods and molecular modeling procedures. It was found that HAAO locates in Sudlow’s site I in subdomain IIA of HSA molecules, relying on hydrogen bonds and van der Waals power to form HAAO–HSA complexes at ground state. The number of binding sites, binding constants, enthalpy change (ΔH^θ), Gibbs free energy change (ΔG^θ) and entropy change (ΔS^θ) were calculated at different temperatures based on fluorescence quenching theory and classical thermodynamic equation. The percentages content of the HSA’s secondary structures in presence of HAAO were detected by circular dichroism (CD) spectra and compared with those in no presence of HAAO. In addition, the experimental results of both binding site and conformational change were further confirmed by molecular modeling investigation, in which more details of the binding were visually unfolded. The information provided by the study may be useful for designing novel chemotherapeutic drugs and be helpful both in the early stages of drug discovery and in clinical practice.     

Investigating the antagonistic action between aspirin and tamoxifen with HSA: identification of binding sites in binary and ternary drug-protein systems by spectroscopic and molecular modeling approaches

The combination of several drugs is often necessary, especially during long-term therapy. A competitive binding of the drugs can cause a decrease of the amount of drugs actually bound to the protein and increase the biologically active fraction of the drug. The aim of this study has been to analyze the interactions of tamoxifen (TMX) and aspirin (ASA) with human serum albumin (HSA) and to evaluate the mechanism of a simultaneous binding of TMX and ASA to the protein. Fluorescence analysis was used to estimate the effect of the drugs on the protein fluorescence and to define the binding and quenching properties of drug-HSA complexes. The binding sites for TMX and ASA were identified in ternary structures of HSA by means of spectrofluroscence. The analysis of the fluorescence quenching of HSA in binary and ternary systems pointed at TMX and ASA having an effect on the HSA-ASA and HSA-TMX complexes. Furthermore, the results of synchronous fluorescence, resonance light scattering and circular dichroism of the binary and ternary systems showed that the binding of TMX and ASA to HSA could induce conformational changes in HSA. Moreover, the simultaneous presence of TMX and ASA during binding to HSA should be taken into account in multi-drug therapy, as it induces the necessity of a monitoring therapy owing to the possible increase of uncontrolled toxic effects. Competitive site marker experiments demonstrated that the binding site of ASA and TMX to HSA differed in the binary system as opposed to in its ternary counterpart. Finally, molecular modeling of the possible binding sites of TMX and ASA in binary and ternary systems to HSA confirmed the experimental results.     

Photo-isomerization and oxidation of bilirubin in mammals is dependent on albumin binding

The bilirubin (BR) photo-conversion in the human body is a protein-dependent process; an effective photo-isomerization of the potentially neurotoxic Z,Z-BR as well as its oxidation to biliverdin in the antioxidant redox cycle is possible only when BR is bound on serum albumin. We present a novel analytical concept in the study of linear tetrapyrroles metabolic processes based on an in-depth mapping of binding sites in the structure of human serum albumin (HSA). A combination of fluorescence spectroscopy, circular dichroism (CD) spectroscopy, and molecular modeling methods was used for recognition of the binding site for BR, its derivatives (mesobilirubin and bilirubin ditaurate), and the products of the photo-isomerization and oxidation (lumirubin, biliverdin, and xanthobilirubic acid) on HSA. The CD spectra and fluorescent quenching of the Trp–HSA were used to calculate the binding constants. The results of the CD displacement experiments performed with hemin were interpreted together with the findings of molecular docking performed on the pigment–HSA complexes. We estimated that Z,Z-BR and its metabolic products bind on two independent binding sites. Our findings support the existence of a reversible antioxidant redox cycle for BR and explain an additional pathway of the photo-isomerization process (increase of HSA binding capacity; the excess free [unbound] BR can be converted and also bound to HSA).     

Effect of albumin conformation on the binding of ciprofloxacin to human serum albumin: a novel approach directly assigning binding site

Human serum albumin (HSA) is known to exist as N (pH approximately 7), B (pH approximately 9), and F (pH approximately 3.5) isomeric forms and an equilibrium intermediate state (I) accumulate in the urea induced unfolding pathway of HSA around 4.8-5.2 M urea concentrations. These states displayed characteristic structure and functions. To elucidate the ciprofloxacin (CFX) binding behavior of HSA, the binding of ciprofloxacin with these conformational states of human serum albumin (HSA) has been investigated by fluorescence spectroscopy. The binding constant (K) for N, B, F, and I conformation of HSA were 6.92 x 10(5), 3.87 x 10(5), 4.06 x 10(5), and 2.7 x 10(5) M(-1) and the number of binding sites (n) were 1.26,1.21, 1.16, and 1.19, respectively. The standard free energy changes (DeltaGbinding(0)) of interaction were found to be -33.3 (N isomer), -31.8 (B isomer), -32 (F isomer), and -30.0 kJ mol(-1) respectively. By using unfolding pathway of HSA, domain II of HSA has been assigned to possess binding site of ciprofloxacin. Plausible correlation between stability of CFX-N and CFX-B complexes and drug distribution have been discussed. At plasma concentration of HSA fraction of free CFX, which contributes potential to its rate of transport across cell membrane, was found to be approximately 80% more for B isomers compared to N isomers of HSA. The conformational changes in two physiologically important isomers of HSA (N and B isomers) upon ciprofloxacin binding were evaluated by measuring far, near-UV CD, and fluorescence properties of the CFX-HSA complex.     

Binding of δ9-tetrahydrocannabinol and diazepam to human serum albumin

Cannabis is the most commonly used illicit drug worldwide. Cannabis users also appear to use other psychoactive drugs more frequently than noncannabis users. Here, Δ9-tetrahydrocannabinol (THC) and diazepam binding to human serum albumin (HSA) and HSA-heme is reported. THC binds to two different binding sites of HSA (K(d1) ≤ 10(-7) M and K(d2) = 10(-3)M) without affecting diazepam binding (K(d) = 1.2 × 10(-5) M). THC binding to the high-affinity site accounts for the low free fraction of the drug in plasma. Moreover, THC increases the affinity of heme for HSA. Accordingly, the affinity of THC for HSA-heme is higher than that for HSA. THC could bind to FA2 and FA7 sites, as substantiated by docking simulations; nevertheless, the observed allosteric effect(s) suggests that the primary binding site of THC is the FA2 cleft that positively modulates heme affinity. Possibly, the HSA conformational transition(s) induced by THC binding could account for drug delivery to the liver through receptor- mediated endocytosis.     

Interaction studies of aristolochic acid I with human serum albumin and the binding site of aristolochic acid I in subdomain IIA

Optical spectroscopy and molecular docking methods were used to examine the binding of aristolochic acid I (AAI) to human serum albumin (HSA) in this paper. By monitoring the intrinsic fluorescence of single Trp214 residue and performing displacement measurements, the specific binding of AAI in the vicinity of Sudlow's Site I of HSA has been clarified. An apparent distance of 2.53 nm between the Trp214 and AAI was obtained via fluorescence resonance energy transfer (FRET) method. In addition, the changes in the secondary structure of HSA after its complexation with the ligand were studied with circular dichroism (CD) spectroscopy, which indicated that AAI does not has remarkable effect on the structure of the protein. Moreover, thermal denaturation experiments clearly indicated that the HSA−AAI complexes are conformationally more stable. Finally, the binding details between AAI and HSA were further confirmed by molecular docking studies, which revealed that AAI was bound at subdomain IIA through multiple interactions, such as hydrophobic effect, van der Waals forces and hydrogen bonding.     

Characterizing the interaction between pyrogallol and human serum albumin by spectroscopic and molecular docking methods

In the present study, the interaction of Pyrogallol (PG) with human serum albumin (HSA) was investigated by UV, fluorescence, Circular dichroism (CD), and molecular docking methods. The results of fluorescence experiments showed that the quenching of intrinsic fluorescence of HSA by PG was due to a static quenching. The calculated binding constants (K) for PG-HSA at different temperatures were in the order of 10⁴?M ^?1, and the corresponding numbers of binding sites, n were approximately equal to unity. The thermodynamic parameters, ΔH and ΔS were calculated to be negative, which indicated that the interaction of PG with HSA was driven mainly by van der Waals forces and hydrogen bonds. The negative value was obtained for ΔG showed that the reaction was spontaneous. In addition, the effect of PG on the secondary structure of HSA was analyzed by performing UV–vis, synchronous fluorescence, and CD experiments. The results indicated that PG induced conformational changes in the structure of HSA. According to Förster no-radiation energy transfer theory, the binding distance of HSA to PG was calculated to be 1.93?nm. The results of molecular docking calculations clarified the binding mode and the binding sites which were in good agreement with the results of experiments.

Communicated by Ramaswamy H. Sarma     

Study of the interaction between ofloxacin and human serum albumin by spectroscopic methods

The binding of ofloxacin (OFLX) to human serum albumin (HSA) was investigated by fluorescence and circular dichroism (CD) techniques. The binding parameters have been evaluated by a fluorescence quenching method. Competitive binding measurements were performed in the presence of warfarin and ibuprofen and suggest binding to the warfarin site I of HSA. The distance r between donor (HSA) and acceptor (OFLX) was estimated according to the Forster's theory of non‐radiatiative energy transfer. CD spectra revealed that the binding of OFLX to HSA induced conformational changes in HSA. Molecular docking was performed and shows that for the lowest energy complex OFLX is located in site I of HSA, which correlate to the competitive binding experiments. Copyright © 2011 John Wiley & Sons, Ltd.     

Investigation by fluorescence spectroscopy, resonance rayleigh scattering and zeta potential approaches of the separate and simultaneous binding effect of Paclitaxel and estradiol with human serum albumin

Separate and simultaneous binding effects of paclitaxel (a drug with anti-tumor activity) and estradiol (used for treating multiple maladies) with human serum albumin (HSA) were investigated by fluorescence quenching, UV absorption, circular dichroism, zeta potential and molecular dynamic techniques. An extensive fluorescence quenching was observed during the reaction of drugs and HSA and was rationalized in terms of a static quenching mechanism. The molecular distances between the donor (HSA) and acceptors (paclitaxel or estradiol) in binary and ternary systems were estimated according to F?rster's theory of dipole-dipole non-radiation energy transfer. The features of drug-induced structural disturbances of HSA have been studied in detail by synchronous fluorescence and circular dichroism (CD) analysis. The resonance Rayleigh scattering (RRS) intensities were proportional to the paclitaxel and estradiol concentrations in the range of respectively (0-8)×10(-6) and (0-1)×10(-4) mM in binary systems. The critical induced aggregation concentrations (C(CIAC)) of paclitaxel and estradiol for binary and ternary systems were determined by nonlinear relationships between the enhancement of the RRS intensities and the drug concentrations. A comparison between binary and ternary systems for two drugs allowed us to estimate the effect of a drug on the initial formation aggregation of the second drug. The zeta potential results were used to verify the existence of complexation and confirmed the C(CIAC) values obtained by the RRS technique. This phenomenon was supported by a progressive rise of the protein charge to a reversal point as a consequence of drug binding. The quantitative analysis data of circular dichroism (CD) spectra demonstrated that the binding of paclitaxel and/or estradiol to HSA induced conformational changes in HSA. Moreover, the α-helix content in HSA greatly decreased in the presence of paclitaxel as opposed when estradiol was present. Protein-ligand docking suggested that estradiol bound to residues situated in subdomain IIA of HSA. On the other hand, in the ternary system, the presence of the first drug decreased the binding affinity of the second drug to HSA. Therefore binding effects of paclitaxel and estradiol with HSA alone have different behavior than simultaneous interaction.     

Investigations of interaction mechanism and conformational variation of serum albumin affected by artemisinin and dihydroartemisinin

In this work, binding interactions of artemisinin (ART) and dihydroartemisinin (DHA) with human serum albumin (HSA) and bovine serum albumin (BSA) were investigated thoroughly to illustrate the conformational variation of serum albumin. Experimental results indicated that ART and DHA bound strongly with the site I of serum albumins via hydrogen bond (H-bond) and van der Waals force and subsequently statically quenched the intrinsic fluorescence of serum albumins through concentration-dependent manner. The quenching abilities of two drugs on the intrinsic fluorescence of HSA were much higher than the quenching abilities of two drugs on the intrinsic fluorescence of BSA. Both ART and DHA, especially DHA, caused the conformational variation of serum albumins and reduced the α-helix structure content of serum albumins. DHA with hydrophilic hydroxyl group bound with HSA more strongly, suggesting the important roles of the chemical polarity and the hydrophilicity during the binding interactions of two drugs with serum albumins. These results reveal the molecular understanding of binding interactions between ART derivatives and serum albumins, providing vital information for the future application of ART derivatives in biological and clinical areas.     

Interaction of human serum albumin with 10-hydroxycamptothecin: spectroscopic and molecular modeling studies

In this work, fluorescence spectroscopy in combination with circular dichroism spectroscopy and molecular modeling was employed to investigate the binding of 10-hydroxycamptothecin (HCPT) to human serum albumin (HSA) under simulative physiological conditions. The experiment results showed that the fluorescence quenching of HSA by HCPT was a result of the formation of HCPT–HSA complex. The corresponding association constants (K _a) between HCPT and HSA at four different temperatures were determined according to the modified Stern–Volmer equation. The results of thermodynamic parameters ΔG, ΔH, and ΔS indicated that hydrogen bonds and van der Waals forces played major roles for HCPT–HSA association. Site marker competitive displacement experiment indicated that the binding of HCPT to HSA primarily took place in sub-domain IIA (site I). Molecular docking study further confirmed the binding mode and the binding site obtained by fluorescence and site marker competitive experiments. The conformational investigation showed that the presence of HCPT decreased the α-helical content of HSA and induced the slight unfolding of the polypeptides of protein, which confirmed some micro-environmental and conformational changes of HSA molecules.     

Affinity and Specificity of Levamlodipine-Human Serum Albumin Interactions: Insights into Its Carrier Function

The affinity and specificity of drugs with human serum albumin (HSA) are crucial factors influencing the bioactivity of drugs. To gain insight into the carrier function of HSA, the binding of levamlodipine with HSA has been investigated as a model system by a combined experimental and theoretical/computational approach. The fluorescence properties of HSA and the binding parameters of levamlodipine indicate that the binding is characterized by one binding site with static quenching mechanism, which is related to the energy transfer. As indicated by the thermodynamic analysis, hydrophobic interaction is the predominant force in levamlodipine-HSA complex, which is in agreement with the computational results. And the hydrogen bonds can be confirmed by computational approach between levamlodipine and HSA. Compared to predicted binding energies and binding energy spectra at seven sites on HSA, levamlodipine binding HSA at site I has a high affinity regime and the highest specificity characterized by the largest intrinsic specificity ratio (ISR). The binding characteristics at site I guarantee that drugs can be carried and released from HSA to carry out their specific bioactivity. Our concept and quantification of specificity is general and can be applied to other drug-target binding as well as molecular recognition of peptide-protein, protein-protein, and protein-DNA interactions.