Modulated Protein Binding Ability of Anti-Diabetic Drugs in Presence of Monodispersed Gold Nanoparticles and its Inhibitory Potential towards Advanced Glycated End (AGE) Product Formation

✅ 全文

单分散金纳米颗粒存在下抗糖尿病药物的调节性蛋白结合能力及其对晚期糖基化终末产物形成的抑制潜力

作者 Imocha Rajkumar Singh; S. Mitra 期刊 Journal of Fluorescence 发表日期 2020 DOI 10.1007/s10895-019-02485-y 类型 原创研究 (Original Research)

📄 英文摘要 English Abstract

EN

Binding strength of the anti-diabetic drugs chlorpropamide (CPM) and tolbutamide (TBM) with model protein bovine serum albumin (BSA) shows strong modulation in presence of colloidal gold nanoparticles (AuNP). Intrinsic tryptophan fluorescence of both the native BSA and BSA-AuNP conjugate quenched in presence of the drugs. Stern-Volmer quenching constant (KSV) of CPM binding to BSA-AuNP conjugate at different temperatures is almost twice (6.76~14.76 × 103 M-1) than the corresponding values in native BSA (3.21~5.72 × 103 M-1). However, the calculated KSV values with TBM show certain degree of reduction in presence of AuNP (6.46× 103 M-1), while comparing with native BSA (8.83 × 103 M-1). The binding mode of CPM towards BSA-AuNP conjugate is mainly through hydrophobic forces; whereas, TBM binding is identified to be Van der Waal's and hydrogen bonding type of interaction. Fluorescence lifetime analysis confirms static type of quenching for the intrinsic tryptophan fluorescence of BSA as well as BSA-AuNP conjugate with addition of CPM and TBM at different concentrations. The α-helical content in the secondary structure of BSA is decreased to 48.32% and 45. 28% in presence of AuNP, when the concentration of CPM is 0.08 mM and 0.16 mM in comparison with that of native protein (50.13%). On the other hand, the intensity of sugar induced advanced glycated end (AGE) product fluorescence is decreased by 55% and 80% at 0.13 nM and 0.68 nM AuNP, respectively. Change in the binding strength of the drugs with transport protein and reduced AGE product formation in presence of AuNP could lead to a major development in the field of nanomedicine and associated drug delivery techniques. Graphical Abstract Modulated drug binding ability and AGE product formation of serum proteins in presence of AuNP.

📄 中文摘要 Chinese Abstract

中文
血液中的血清蛋白具有多种功能,包括在循环系统中运输药物、脂质、激素、维生素和矿物质,以及调节细胞活动和免疫系统功能。白蛋白在体液中的浓度约为35–50 mg/ml,半衰期约为21天。然而,由于存在游离氨基官能团,它们在糖尿病患者体内过量还原糖存在的情况下极易发生糖化(非酶促糖基化)。血清白蛋白中赖氨酸和精氨酸的伯胺基与糖尿病物种中活性还原糖分子的羰基部分相互作用,形成席夫碱,随后发生一系列反应,形成通常统称为晚期糖基化终末产物(AGE)的异质性化合物群。AGE产物的长期积累会导致许多糖尿病相关并发症。随着治疗科学的不断进步,许多可以抑制蛋白质糖化的药物被合成。牛血清白蛋白(BSA)是一种与人血清白蛋白(HSA)具有高度同源性的载体蛋白。最近,一系列纳米颗粒(NPs)显示出抑制白蛋白糖化的能力。此外,由于纳米颗粒具有高比表面积,细胞、蛋白质和膜等生物大分子系统可以很容易地吸附在其表面。金纳米颗粒(AuNP)被用于生物成像、生物传感器、药物递送技术等领域。

📋 英文结构化总结 English Structured Summary

全文整理

EN

Background:

Serum proteins present in blood serve diversified functions which include transport of drugs, lipids, hormones, vitamins, and minerals in the circulatory system and the regulation of a cellular activity and functioning of the immune system. The concentration of the albumin protein in the body fluid is around 35–50 mg/ml and has a half-life of ca. 21 days. However, they are highly susceptible to glycation (non-enzymatic glycosylation) in presence of excess reducing sugars of the diabetic patients due to the presence of free amino functional groups. The primary amine groups of lysine and arginine present in serum albumin interact with the carbonyl moiety of the reactive reducing sugar molecules present in a diabetic species, thus forming a Schiff base, that undergoes subsequent reactions leading to the formation of a heterogeneous groups of compounds often collectively known as advanced glycated end (AGE) products. Prolonged accumulation of the AGE products causes many diabetic related complications. With due advancement in the therapeutic science, many drugs are synthesized which can inhibit the glycation of proteins. Bovine serum albumin (BSA) is a carrier protein which has a close homology with human serum albumin (HSA). Recently a series of nanoparticles (NPs) have shown the ability to inhibit the glycation of albumins. Also, biological macromolecular system like cells, proteins and membranes etc. can be easily adsorbed on the NP surface due to their high surface to volume ratio. Gold nanoparticles (AuNP) are used in bioimaging, biosensors, drug delivery techniques etc.

Methods:

Intrinsic tryptophan fluorescence of both the native BSA and BSA-AuNP conjugate quenched in presence of the drugs. Stern-Volmer quenching constant (KSV) of CPM binding to BSA-AuNP conjugate at different temperatures is almost twice than the corresponding values in native BSA. Fluorescence lifetime analysis confirms static type of quenching for the intrinsic tryptophan fluorescence of BSA as well as BSA-AuNP conjugate with addition of CPM and TBM at different concentrations. The α-helical content in the secondary structure of BSA is decreased in presence of AuNP. The formation of the BSA-AuNP conjugate is confirmed by the IR spectroscopy.

Results:

Binding strength of the anti-diabetic drugs chlorpropamide (CPM) and tolbutamide (TBM) with model protein bovine serum albumin (BSA) shows strong modulation in presence of colloidal gold nanoparticles (AuNP). Stern-Volmer quenching constant (KSV) of CPM binding to BSA-AuNP conjugate at different temperatures is almost twice (6.76~14.76 × 103 M−1) than the corresponding values in native BSA (3.21~5.72 × 103 M−1). However, the calculated KSV values with TBM show certain degree of reduction in presence of AuNP (6.46× 103 M−1), while comparing with native BSA (8.83 × 103 M−1). The binding mode of CPM towards BSA-AuNP conjugate is mainly through hydrophobic forces; whereas, TBM binding is identified to be Van der Waal’s and hydrogen bonding type of interaction. The α-helical content in the secondary structure of BSA is decreased to 48.32% and 45.28% in presence of AuNP, when the concentration of CPM is 0.08 mM and 0.16 mM in comparison with that of native protein (50.13%). On the other hand, the intensity of sugar induced advanced glycated end (AGE) product fluorescence is decreased by 55% and 80% at 0.13 nM and 0.68 nM AuNP, respectively.

Data Summary:

Stern-Volmer quenching constant (KSV) of CPM binding to BSA-AuNP conjugate: 6.76~14.76 × 103 M−1; to native BSA: 3.21~5.72 × 103 M−1. KSV of TBM binding to BSA-AuNP conjugate: 6.46× 103 M−1; to native BSA: 8.83 × 103 M−1. α-helical content: native BSA 50.13%; BSA-AuNP with 0.08 mM CPM: 48.32%; with 0.16 mM CPM: 45.28%. AGE product fluorescence decrease: 55% at 0.13 nM AuNP; 80% at 0.68 nM AuNP.

Conclusions:

Change in the binding strength of the drugs with transport protein and reduced AGE product formation in presence of AuNP could lead to a major development in the field of nanomedicine and associated drug delivery techniques.

Practical Significance:

Since gold nanoparticles have characteristic localized surface plasmon resonance (SPR), it is often used in the targeted drug delivery technique because of their high selectivity towards the cancer cells, which is an emerging chemotherapy technique. AuNP induces strong inhibition towards the glycation of serum proteins. The modulated binding of anti-diabetic drugs and reduced AGE formation in presence of AuNP could lead to major developments in nanomedicine and drug delivery.

📋 中文结构化总结 Chinese Structured Summary

中文

背景:

血液中的血清蛋白具有多种功能,包括在循环系统中运输药物、脂质、激素、维生素和矿物质,以及调节细胞活动和免疫系统功能。白蛋白在体液中的浓度约为35–50 mg/ml,半衰期约为21天。然而,由于存在游离氨基官能团,它们在糖尿病患者体内过量还原糖存在的情况下极易发生糖化(非酶促糖基化)。血清白蛋白中赖氨酸和精氨酸的伯胺基与糖尿病物种中活性还原糖分子的羰基部分相互作用,形成席夫碱,随后发生一系列反应,形成通常统称为晚期糖基化终末产物(AGE)的异质性化合物群。AGE产物的长期积累会导致许多糖尿病相关并发症。随着治疗科学的不断进步,许多可以抑制蛋白质糖化的药物被合成。牛血清白蛋白(BSA)是一种与人血清白蛋白(HSA)具有高度同源性的载体蛋白。最近,一系列纳米颗粒(NPs)显示出抑制白蛋白糖化的能力。此外,由于纳米颗粒具有高比表面积,细胞、蛋白质和膜等生物大分子系统可以很容易地吸附在其表面。金纳米颗粒(AuNP)被用于生物成像、生物传感器、药物递送技术等领域。

方法:

在药物存在下,天然BSA和BSA-AuNP偶联物的内在色氨酸荧光均被猝灭。在不同温度下,CPM与BSA-AuNP偶联物结合的Stern-Volmer猝灭常数(KSV)几乎是天然BSA中相应值的两倍。荧光寿命分析证实,随着CPM和TBM在不同浓度下的加入,BSA及BSA-AuNP偶联物的内在色氨酸荧光猝灭为静态猝灭类型。在AuNP存在下,BSA二级结构中的α-螺旋含量降低。BSA-AuNP偶联物的形成通过红外光谱得到确认。

结果:

抗糖尿病药物氯磺丙脲(CPM)和甲苯磺丁脲(TBM)与模型蛋白牛血清白蛋白(BSA)的结合强度在胶体金纳米颗粒(AuNP)存在下表现出显著调控。在不同温度下,CPM与BSA-AuNP偶联物结合的Stern-Volmer猝灭常数(KSV)约为(6.76~14.76 × 10³ M⁻¹),几乎是天然BSA中相应值(3.21~5.72 × 10³ M⁻¹)的两倍。然而,与天然BSA(8.83 × 10³ M⁻¹)相比,TBM在AuNP存在下计算的KSV值有所降低(6.46 × 10³ M⁻¹)。CPM与BSA-AuNP偶联物的结合模式主要通过疏水作用力;而TBM的结合被确定为范德华力和氢键类型的相互作用。在AuNP存在下,当CPM浓度分别为0.08 mM和0.16 mM时,BSA二级结构中的α-螺旋含量分别降至48.32%和45.28%,而天然蛋白的α-螺旋含量为50.13%。另一方面,在0.13 nM和0.68 nM AuNP浓度下,糖诱导的晚期糖基化终末产物(AGE)荧光强度分别降低了55%和80%。

数据摘要:

CPM与BSA-AuNP偶联物结合的Stern-Volmer猝灭常数(KSV):6.76~14.76 × 10³ M⁻¹;与天然BSA结合:3.21~5.72 × 10³ M⁻¹。TBM与BSA-AuNP偶联物结合的KSV:6.46 × 10³ M⁻¹;与天然BSA结合:8.83 × 10³ M⁻¹。α-螺旋含量:天然BSA为50.13%;含0.08 mM CPM的BSA-AuNP为48.32%;含0.16 mM CPM的BSA-AuNP为45.28%。AGE产物荧光降低:0.13 nM AuNP时降低55%;0.68 nM AuNP时降低80%。

结论:

在AuNP存在下,药物与转运蛋白结合强度的改变以及AGE产物形成的减少,可能为纳米医学及相关药物递送技术领域带来重大进展。

实际意义:

由于金纳米颗粒具有特征性的局域表面等离子体共振(SPR)特性,因其对癌细胞的高选择性,常被用于靶向药物递送技术,这是一种新兴的化疗技术。AuNP对血清蛋白糖化具有强烈的抑制作用。在AuNP存在下,抗糖尿病药物的结合调控及AGE形成的减少可能为纳米医学和药物递送领域带来重大发展。

📖 英文全文 English Full Text

EN

Journal of Fluorescence https://doi.org/10.1007/s10895-019-02485-y ORIGINAL ARTICLE

Modulated Protein Binding Ability of Anti-Diabetic Drugs in Presence of Monodispersed Gold Nanoparticles and its Inhibitory Potential towards Advanced Glycated End (AGE) Product Formation Imocha Rajkumar Singh 1 & Sivaprasad Mitra 1 Received: 19 October 2019 / Accepted: 26 December 2019 # Springer Science+Business Media, LLC, part of Springer Nature 2020

Abstract Binding strength of the anti-diabetic drugs chlorpropamide (CPM) and tolbutamide (TBM) with model protein bovine serum albumin (BSA) shows strong modulation in presence of colloidal gold nanoparticles (AuNP). Intrinsic tryptophan fluorescence of both the native BSA and BSA-AuNP conjugate quenched in presence of the drugs. Stern-Volmer quenching constant (KSV) of CPM binding to BSA-AuNP conjugate at different temperatures is almost twice (6.76~14.76 × 103 M−1) than the corresponding values in native BSA (3.21~5.72 × 103 M−1). However, the calculated KSV values with TBM show certain degree of reduction in presence of AuNP (6.46× 103 M−1), while comparing with native BSA (8.83 × 103 M−1). The binding mode of CPM towards BSAAuNP conjugate is mainly through hydrophobic forces; whereas, TBM binding is identified to be Van der Waal’s and hydrogen bonding type of interaction. Fluorescence lifetime analysis confirms static type of quenching for the intrinsic tryptophan fluorescence of BSA as well as BSA-AuNP conjugate with addition of CPM and TBM at different concentrations. The α-helical content in the secondary structure of BSA is decreased to 48.32% and 45. 28% in presence of AuNP, when the concentration of CPM is 0.08 mM and 0.16 mM in comparison with that of native protein (50.13%). On the other hand, the intensity of sugar induced advanced glycated end (AGE) product fluorescence is decreased by 55% and 80% at 0.13 nM and 0.68 nM AuNP, respectively. Change in the binding strength of the drugs with transport protein and reduced AGE product formation in presence of AuNP could lead to a major development in the field of nanomedicine and associated drug delivery techniques.

Keywords Serum albumin . Drug binding . AGE product . Nanomedicine . Fluorescence

Introduction Highlights • The formation of the BSA-AuNP conjugate is confirmed by the IR spectroscopy. • Binding efficiency of CPM and TBM to native BSA are strongly modulated in presence AuNP. • CPM binds to BSA-AuNP conjugate mainly through hydrophobic forces. • Binding of TBM to BSA-AuNP conjugate through van der Waals and HB interactions. • AuNP induces strong inhibition towards the glycation of serum proteins. Electronic supplementary material The online version of this article (https://doi.org/10.1007/s10895-019-02485-y) contains supplementary material, which is available to authorized users. * Sivaprasad Mitra smitra@nehu.ac.in; smitranehu@gmail.com 1

Centre for Advanced Studies, Department of Chemistry, North-Eastern Hill University, Shillong 793 022, India

Serum proteins present in blood serve diversified functions which include transport of drugs, lipids, hormones, vitamins, and minerals in the circulatory system and the regulation of a cellular activity and functioning of the immune system. The concentration of the albumin protein in the body fluid is around 35–50 mg/ml and has a half-life of ca. 21 days [1]. However, they are highly susceptible to glycation (non-enzymatic glycosylation) in presence of excess reducing sugars of the diabetic patients due to the presence of free amino functional groups. Normally, monitoring the amount of glycation is used as glycemic control index for a short-term measure because the amount of glycated albumin cannot be altered easily by any other biological metabolism, which is an essential tool to counter type II diabetes mellitus [2–4]. Also, the reducing sugars can interact with other amino acids, proteins and nucleic acids. The primary amine groups of lysine and arginine present in serum albumin interact with the carbonyl moiety of the reactive

reducing sugar molecules present in a diabetic species, thus forming a Schiff base, that undergoes subsequent reactions such as oxidation, dehydration and re-arrangement etc. leading to the formation of a heterogeneous groups of compounds like carboxymethyllysine (CML), carboxyethlylysine (CEL) and pyrraline; often collectively known as advanced glycated end (AGE) products [5, 6]. Prolonged accumulation of the AGE products causes many diabetic related complications, cataract formation, Alzheimer’s and Parkinson’s disease etc. [7–9]. With due advancement in the therapeutic science, many drugs are synthesized which can inhibit the glycation of proteins. Among these aminoguanidine, metformin etc. are strong inhibitors of glycation but has certain side effects [10, 11]. Bovine serum albumin (BSA) is a carrier protein which has a close homology with human serum albumin (HSA). Both these proteins are prone to undergo glycation. Recently a series of nanoparticles (NPs) have shown the ability to inhibit the glycation of albumins by D-ribose and glucose [12, 13]. Further, extremely small size and significant bio-compatibility of the NPs allow them to easily pass through the cell membrane, leading to the growth of the field called nanomedicine [14]. Also, biological macromolecular system like cells, proteins and membranes etc. can be easily adsorbed on the NP surface due to their high surface to volume ratio [15]. Similarly, stable colloidal gold nanoparticle (AuNP) solutions are used in the bioimaging, biosensors, drug delivery techniques etc. Various other conjugates of Au-DNA, Auantibiotics are also used in the detection and minimization of the toxicity of the drug [14, 16, 17]. As an accepted technique in nanomedicine, noble metal NPs are also used in the development of the prodrug by forming various complex of proteingold and protein-silver nanoconjugates. Since gold nanoparticles have characteristic localized surface plasmon resonance (SPR), it is often used in the targeted drug delivery technique because of their high selectivity towards the cancer cells, which is an emerging chemotherapy technique. There are also reports of AuNP’s forming conjugate with chitosan and other penetrating peptides to easily pass through the cell membrane and target the specific sites [18–20]. Functionalization of nanoparticle surface is an important tool in diagnostic and therapeutic applications in treating cancer [21]. Proteins play an essential role in natural systems as they are the mediators of all the biological activities. Any changes in the protein structure or conformation tend to have a loss in its activity. There are reports where thermo-sensitive polymers are coated with bioactive enzyme like trypsin to render the overall increase in performance of the enzyme [22–25]. However, the modification of the proteins by forming conjugates with other polymer molecules results a steric hindrance on the protein active site, which is responsible for the formation bio-inactive molecules [26]. The stability and performance of the proteins and enzymes also increases when they form conjugate with the nanoparticles [27]. Many complexes

of proteins and NPs are used in the field of therapeutic and analytical purposes. Adsorption of proteins forms a monolayer structure on the NP surface, commonly known as ‘protein corona’ [28]. The biological behavior of the NPs is entirely determined by the protein corona [29]. Due to the wide range of optical and electrical properties, varied sizes of metal nanoparticles (MNPs) are used to study the dynamics of protein unfolding and binding interactions. Adsorption on the AuNP surface can also change the α-helical content of the human serum albumin (HSA) [29, 30]. Also, citrate capped AuNPs can inhibit the fibrillogenesis of proteins in vitro [31, 32]. Chlorpropamide (CPM) and tolbutamide (TBM) are the sulfonylureas class II anti-diabetic drugs. CPM has an average half-life of 25–60 h and the glycemic effect is 24–72 h [33]. Both these drugs increase the production of the insulin by interacting with the pancreatic β-cell in type II diabetic mellitus [34, 35]. Sulfonylureas drugs are used for glycemic control; where, it also can modulate the hypoglycemic effect. In the present study, a model glycated system is constructed with BSA using L-arabinose, a five-carbon reducing sugar. It is well-known that arabinose is also formed by the autooxidation of glucose molecules during the glycation of proteins [36, 37]. It resembles D-ribose with the only difference at the anomeric carbon, due to the positioning of the hydroxyl group. The inhibition of glycation is studied using AuNPs by monitoring the AGE’s fluorescence intensity. Also, BSA adsorbed on the AuNP surface are used to study the binding interaction of the anti-diabetic drugs like CPM and TBM.

Experimental Details Reagents and chemicals. Bovine Serum Albumins (BSA), Tolbutamide (TBM) Chlorpropamide (CPM) and Trizma-HCl were bought from Sigma-Aldrich. Sodium hydroxide pellets were obtained from Merck. L-arabinose (ara) of highest grade was obtained from SRL, India. Trizma-HCl buffer solution (pH = 7.4) is prepared using highest quality water of analytical grade (type II) collected from Elix 10 water purification system (Millipore India Pvt. Ltd.). The pH of the solution was checked with a Systronics μ-pH system 361. The concentration of BSA was maintained at 5 μM throughout the experiment and the concentration of anti-diabetic drugs was varied from 0 to 0.7 mM.

Preparation of AuNPs and BSA-NP Conjugate Gold nanoparticles (AuNPs) were synthesized from the aqueous solution of HAuCl4 as precursor and tri-sodium citrate as reducing agent, where the later also acts as a capping agent [38]. Briefly, a solution of HAuCl4 is taken in a flask with a definite amount of water and heated to boil on a hot plate with

J Fluoresc continuous stirring. Then 1.6 mL of 1% (w/v) of tri-sodium citrate was added at the instant of boiling. After 20s of boiling, the solution turned faint blue which later changes readily to red indicating the formation of the AuNPs. The solution was boiled for another 30 min to ensure the complete reduction of the Au(III). The resulting red colored solution was cooled at room temperature. The diameter of the AuNPs was estimated to be around 14 ± 2 nm from TEM measurements (Fig. 1). The concentration of the stock colloidal AuNP solution was calculated using method developed by Haiss et al. [39] using Eq. (1), by substituting the value of absorbance at A450 (0.559) and Ɛ450 (1.76 × 108 M−1 cm−1) and found to be ca. 3.4 nM. A450 C¼ Ɛ450

A stock solution of 25 μM BSA was incubated with a fixed amount AuNP solution, making a final concentration of 5 μM BSA and 1.04 nM AuNP solution, to prepare BSA-AuNP conjugate. The incorporation of the BSA molecules on AuNP surface were also verified with IR spectroscopy and the aggregation of the AuNP in the protein matrix was checked with TEM measurements (Fig. 1).

Glycation of BSA (In-Vitro) A stock solution of 25 μM BSA was used to create a glycated system by reacting with 0.4 M of L-arabinose (ara). The concentration of the working protein solution was 5 μM. To check the inhibition of glycation by AuNP, a fixed amount of 0.13 nM and 0.68 nM solution of AuNP was also added

during the process of making a glycated system. The glycated BSA (gBSAara) and gBSAara containing AuNP were incubated for 80 h at 37 °C under the same condition. Meanwhile, the inhibition of the glycation by AuNP is checked by observing the characteristic AGE’s fluorescence intensity after taking an aliquot for each 10 h interval following the protocol described elsewhere [40]. The concentration of protein, sugar and AuNP were kept fixed during the glycation process.

Apparatus and Methods The absorption and fluorescence measurements were taken in a UV-visible PerkinElmer model Lambda25 and Quanta master (QM-40) from Photon Technology International (PTI), respectively. CPM, TBM and the sugar molecules do not show any significant absorption at the excitation wavelength (295 nm). Nevertheless, the emission spectra of all the solutions were subtracted from the blank mixture (without protein) in the same condition as a calibration measure. Consequently, the corresponding fluorescence emission is contributed only from the tryptophan (Trp) residue of the protein. Monitoring of the AGE’s fluorescence intensity was done at excitation wavelengths 335 nm and 370 nm. Quenching of the protein fluorescence data in presence of CPM and TBM (quencher, Q) of BSA-AuNP conjugate was analyzed using the Stern-Volmer relation (Eq. 2), where, F0 and F are the fluorescence generated by the protein in absence and presence of any quencher. τ0 represents the intrinsic Trp fluorescence lifetime and κq is the bimolecular quenching constant [41]. The analysis of fluorescence quenching data of the BSA-AuNP conjugate in presence of CPM and TBM shown negative deviation in all the systems. Therefore Lehrer equation (Eq. 3), a modified form of Eq. 2 is used to calculate the Stern-Volmer constant (KSV) values, where (fa) is the accessible fraction of the quencher Q [42]. F0 ¼ 1 þ KSV ½Q ¼ 1 þ k q τ 0 ½Q F F0 1 1 1 1 :þ ¼   f a KSV ½Q fa F0 − F

Fig. 1 TEM image of the synthesize AuNP’s in the size range 13 ± 2 nm (a) and (c). Agglomerated AuNP’s of BSA-AuNP conjugate (b) and (d) ð2Þ ð3Þ

Fluorescence decay time of the protein samples were measured by time-correlated single photon counting (TCSPC) technique in a pico-master (PM-3) instrument obtained from PTI with 295 nm LED excitation. Fluorescence decay spectra of the BSA-AuNP conjugate and BSA-AuNP conjugate with different concentrations of drug were collected at magic angles (54.7°). Instrument response function (IRF) were also collected in the same procedure by using the scatter solution of dried dairy coffee whitener. The traces of the fluorescence decay F(t) of all the protein samples were expressed as a sum of exponential (Eq. 4), where αi and τi are the amplitude and lifetime of the ith component, and analyzed by using non- J Fluoresc

linear least square iterative convolution method based on Lavenberg–Marquardt algorithm using FelixGX software (version 4.0.3).   −t FðtÞ ¼ ∑i αi exp ð4Þ τi τ av ¼ ∑i f i τ i ¼ ∑i αi τ 2i ∑ i αi τ i

ð5Þ

The statistical parameters like chi-squared (χ2) and the Durbin-Watson (DW) values were used for the validation of the fitting analysis, others observable like residual fitting and autocorrelation function were checked through visual inspection [43]. For multi exponential decay fitting, the average fluorescence lifetime was evaluated using (Eq. 5) [44].

moles and ‘n’ is the independent class of binding sites of the protein [46, 47]. The Ka values were calculated for different temperatures, and the thermodynamic parameters such as enthalpy (ΔH) and entropy (ΔS) change were evaluated using Van’t Hoff relation Eq. (9) for the interaction between CPM, TBM with the proteins [42, 48]. The total change in the free energy (ΔG) in each process was calculated by using Eq. (10). The nature of interaction between the drug and protein-NP conjugate was evaluated by monitoring the symbol of thermodynamic parameters. For example, the drug binds to the protein through hydrophobic mechanism when the values of ΔH and ΔS are positive; whereas, if the values of ΔH and ΔS are negative then the drug binds to the protein through hydrogen bonding and Van der Waals interaction [49]. r¼

Evaluating the Protein Structure Any noticeable change in the secondary structure of the protein were studied by measuring IR and Circular dichroism (CD) spectra. IR spectra are taken in a BRUKER model Eco-ATR (attenuated total reflectance) with a resolution of 2 cm−1 with 30 times scanning. About 20 μL of the solution sample is placed in the surface of the ZnSe crystal and the spectra are collected. All the spectra are taken in the spectral range from 1400 cm−1 to 1800 cm−1. Amide I region of the protein around 1600 cm−1 to 1700 cm−1 give the information related to the secondary structure of the protein; whereas, amide II peaks around 1500 cm−1 to 1600 cm−1 indicated adsorption of the protein due to surface energy [45]. The circular dichroism (CD) readings within the spectral range of 200– 250 nm were recorded on a JASCO J-1500 spectrometer using a quartz cuvette of 0.2 cm path length. The mean residue ellipticity (MRE) and the α-helix content of the protein were calculated using eqs. (6) and (7) by observing the CD values at 208 nm and 222 nm. For measuring IR spectra, the protein solutions were kept at 30 mg/mL; whereas, in CD experiment the concentrations of the protein was kept constant at 1 μM while varying the CPM concentration from 0.08 mM to 0.016 mM. MRE ¼

Binding of Drugs to BSA-AuNP Conjugate The binding of CPM and TBM to BSA-AuNP conjugate were evaluated using association constants (Ka) as the binding parameter calculated from the Klotz equation (Eq. 8). The parameter ‘r’ is the bound drug molecules per protein in terms of

n  Ka  ½drug 1 þ Ka  ½drug ΔH ΔS þ RT R ΔG ¼ ΔH−T:ΔS lnKa ¼ − ð8Þ ð9Þ ð10Þ

BSA Activity BSA undergoes non-enzymatic protein directed hydrolysis when it interacts with para-nitrophenyl acetate (PNA). The amino acid residues such as Try-411, Lys-412 and Lys- 413 present inside the subdomain III A show these catalytic properties. Amino acid residue Try-411 is easily acetylated by PNA [50–52]. The activity of BSA was checked by monitoring the release of p-nitrophenyl through single wavelength absorbance at 410 nm using UV-6300PC MAPADA spectrophotometer. A 5 μM BSA solution is incubated with 1 mM PNA at 370 C for 30 min. The release of para-nitrophenol was checked in presence and absence of colloidal AuNP solution.

Calculation of AGE’s Fluorescence Intensity Many of the AGE’s products shows fluorescence properties, argpyrimidine and pentosidine shows emission at 400 nm and 385 nm when excited at 335 nm. Similarly crossline and vesperlysine along with some other unidentified AGE compounds, when excited at 370 nm, show the fluorescence emission at 430–450 nm [53–55]. Generally, excitation at 335 nm is used to check the protein modification induced by the monosaccharide’s pentosidine type compound; whereas, excitation at 370 nm is usually used to monitor the alteration in the protein due to different AGE types of compounds [56–62]. The inhibition of the glycation was checked after monitoring the AGE’s fluorescence intensity. The relative decrease in the production of AGE’s fluorescence intensity of the glycated BSA in presence of different concentrations of AuNP’s was

studied within a time span of 80 h. The AGE’s fluorescence intensity was checked at each 10 h interval. Although, AuNP has no significant absorption at the excitation wavelengths (335 nm and 370 nm), AGE’s fluorescence spectra were corrected using Eq. (11).   F corr λE; λ F ¼ F λE; λ F  efAðλE ÞþAðλ F Þg=2 ð11Þ where, A represent the absorption of the sample at the excitation (λE) and emission (λF) wavelength, respectively. The final steady state data was taken as the average of three independent experiments and analyzed further.

Results and Discussion Interaction of CPM and TBM to BSA-AuNP Conjugate The fluorescence emission of BSA-AuNP conjugate are monitored at different concentrations of the anti-diabetic drugs (CPM and TBM). Fluorescence intensity of the BSA-AuNP conjugate is quenched regularly with an increase in the concentration of the drugs from 0.08 mM to 0.64 mM (Fig. 2) without any shift of the emission maxima. The fluorescence quenching is analyzed by using the Stern-Volmer relation (Eq. 2). A negative deviation from the linear straight-line fitting is observed from the onset of 0.16 mM concentration of CPM as shown in the inset of (Fig. 2). In one of our recent publications, the deviations from straight line plot was also observed for CPM binding to native BSA at the similar concentration range [40]. Normally, negative deviation in SV plot signifies that the drug is interacting with two distinct type of fluorophores (tryptophan residues) present in the protein. The tryptophan residues residing outside the protein surface is easily accessible by the drugs in comparison with the tryptophan residue, which is buried inside the hydrophobic domain [63]. The onset of negative deviation in similar concentration range both for the native protein and BSA-AuNP conjugate indicates almost equal accessibility of the tryptophan residues by the drugs in both the Fig. 2 Quenching of BSA-AuNP cojugate fluorescence by CPM at 298 K (a) and TBM (b) with increasing concentration of drugs from 0 to 0.68 mM. Inset is the onset of negative deviation from SV plot for CPM at 0.16 mM (a) and TBM at 0.24 mM (b) respectively. BSA concentration at remained constant at 5 μM

cases. On the other hand, the binding of TBM to BSA and BSA-AuNP conjugate results the onset of negative deviation at [TBM] ~ 0.24 mM. Similar types of tolbutamide binding to native BSA is reported by Szkudlarek et al. [64]. Fluorescence quenching spectra with CPM at higher temperatures and deviation from the linearity in the SV plot are shown in Fig. S1. The quenching constant KSV for the interaction between the drug and BSA-AuNP conjugate are calculated from the modified SV plot (Eq. 3) and given in Table 1. Some representative plots are presented in Fig. 3 and in the supplementary section (Fig. S2). Generally, for the interaction with BSA-AuNP conjugate, KSV values are found to be higher in the case of quenching by CPM as compared to TBM (for example, 6.76 × 103 M−1 and 6.46 × 103 M−1 for CPM and TBM, respectively at 298 K) and consistent with the requirement of lower CPM concentration (0.16 mM) in comparison with TBM (0.24 mM) to induce the deviation from linearity in SV plot discussed above. Interestingly, KSV values for the binding of CPM to BSAAuNP conjugate is higher than the corresponding data with native BSA [40]. However, the interaction of TBM with native BSA as well as BSA-AuNP conjugate shows the opposite trend and needs further discussion (see below). The magnitude of the accessible fraction ‘fa’ are also calculated using (Eq. 2) and given in Table 1. It may be noted here that the adsorption of the BSA on the surface of the AuNP reduces the number of accessible tryptophan residue present on the surface of the protein. Therefore, the accessible fraction ‘fa’ decreases during the interaction of CPM and/or TBM with BSA-AuNP conjugate, as compared to their interaction towards native BSA. The mechanism of fluorescence quenching can be classified into two types, i.e. dynamic and static. Dynamic quenching occurs when the quencher interacts with the fluorophore in the excited state; whereas, if the quencher interacts with the fluorophore in the ground state then it is known as static quenching. The fluorophore becomes less fluorescent in both static and dynamic quenching. The mode of the quenching can be identified by conducting the steady state fluorescence experiment at different temperatures. In case of dynamic quenching the magnitude of KSV increases

J Fluoresc Table 1 Stern-Volmer quenching constant (KSV) and fraction of accessible fluorophores (fa) for the interaction of BSA-AuNP conjugate with CPM and TBM at different temperatures Temp /K Modified Stern-Volmer analysis CPM

298 303 308 313 318 a TBM KSV /103 M−1 fa BSAa AuNP-BSA BSAa 3.21 5.64 4.88 5.20 5.72 6.76 7.78 9.95 7.50 14.26 0.50 0.44 0.48 0.48 0.48 fa AuNP-BSA BSA AuNP-BSA BSA AuNP-BSA 0.32 0.37 0.33 0.42 0.40 8.83 6.80 3.11 3.21 2.80

6.46 6.87 5.77 3.55 3.23 0.31 0.33 0.38 0.43 0.40 0.26 0.34 0.35 0.44 0.37 Data from ref. [40] with increase in temperature due to the higher amount of diffusion of the quencher molecule towards the fluorophore; whereas, in case of static quenching the magnitude of KSV is lowered at higher temperature due to the dissociation of the ground state complex. However, establishing the quenching mechanism based on fluorescence lifetime measurement is more accurate and reliable [44]. In our previous publication it was shown that for the interaction of BSA with CPM, static quenching mechanism operates as the lifetime remains constant (~3.63 ns) with varying concentration of the quencher [40]. Typically, the fluorescence lifetime (τ0) decreases with increase in the concentration of the drugs in the case of dynamic quenching. But in case of static quenching, the quencher (Q) molecule interacts with the fluorophore only in the Fig. 3 KSV values from modified SV plot at different temperature at 303 K (a) and 318 K (c) for CPM binding to BSA-AuNP conjuagte and at 303 K (b) and 318 K (d) for TBM binding to BSA-AuNP conjugate. R2 is the regression value

ground state and, therefore, the fluorescence lifetime remains constant [65]. The fluorescence decay traces of BSA-AuNP conjugate is analyzed by using two exponential fitting model to get acceptable statistical parameters with average lifetime ~5.3 ns (Fig. S3). Fluorescence decay traces of CPM (0.08 mM) interaction with BSA-AuNP conjugate is shown in (Fig. 4). The corresponding parameter for BSA-AuNP conjugate at varying concentrations of both CPM and TBM are given in Table S1. On the other hand, the lifetime values for the binding of TBM to native BSA are shown in Table S2. Interestingly, for both CPM and TBM binding to BSA-AuNP conjugate, there is no change in the lifetime of the protein with continuous addition of the drugs (Fig.S3) suggesting that quenching occurs via static mechanism.

Fig. 4 Fluorescence decay traces spectra of 0.08 mM CPM binding to BSA-AuNP conjugate showing a lifetime of 5.30 ns

To understand more on the extent of binding mechanism, association constants (Ka) are calculated using Klotz relation (Eq. 8). The calculated values are shown in Table 2 and some characteristic Klotz plots at different temperatures are shown in Fig. 5. The magnitude of the Ka is found to be higher in case of TBM binding to native BSA than CPM, which is consistent with the values of KSV given in Table 1. However, the binding of CPM to BSA-AuNP conjugate is greater than TBM binding to BSA-AuNP conjugate. This may be due to the accessibility of the fluorophore by the drug molecules towards it. The accessible fraction ‘fa’ of CPM in BSA-AuNP conjugate is more than for TBM in BSA-AuNP conjugate (Table 1). Ka values are also evaluated at different temperatures (Fig. S4) to calculate different thermodynamic parameters using van’t Hoff plot (Fig. 6) and listed in Table 3. The values of ΔH and ΔS are positive in case of CPM binding to BSA-AuNP conjugate signifying that CPM binds through the hydrophobic mode of interaction; which is indeed similar to the binding mode of CPM towards native BSA [40]. On the contrary, in case of TBM binding to BSA-AuNP conjugate the values of ΔH and Table 2 Association constant (Ka) and the number of binding sites (n) determined from Klotz plot for BSA-AuNP conjugate in binding of CPM and TBM

ΔS are found to be negative suggesting that TBM interacts through Van der Waals and hydrogen bonding interaction. Molecular docking reported earlier [40] shows that CPM does not bind to any specific drug binding site of native BSA [40]. The binding affinity of CPM is −27.61 kJmol−1 and marginally different to that calculated for TBM (−26.35 kJmol−1) towards native BSA (data not shown). Therefore, both CPM and TBM seem to bind in the same position of BSA (in between sites I and site II). However, these two drugs show significant differences both in affinity as well as their mode of interaction in case of binding with BSA-AuNP conjugate. It is to be noted here that the time-resolved fluorescence data unambiguously confirms the quenching mechanism to be static type in both the cases of CPM and TBM. However, contrary to the observation in case of TBM, the magnitude of KSV increases with increase in temperature for the quenching with CPM for both the native BSA and BSA-AuNP conjugate (Table 1). This apparent paradoxical observation for static quenching of BSA as well as BSA-AuNP conjugate fluorescence by CPM in varying temperature can be explained by closely looking at the thermodynamic parameters of the protein-drug complex formation process given in Table 3. Significant positive entropy change (ΔS) nullifies the unfavorable positive enthalpy change (ΔH) in case of the protein interaction with CPM and the association is clearly an “entropy-driven” process. Typically for the interaction of strong lipophilic drugs (with higher LogP values) with biological macromolecules, the entropy-driven pathway is primarily contributed by the entropy change due to solvent release upon binding and variation in KSV with temperature is often inadequate to judge the mechanism of fluorescence quenching (either static or dynamic) [66]. Essentially, timeresolved fluorescence measurement gives the final verdict about the quenching mechanism as indeed mentioned before and noted in the literature [44]. Interestingly, the interaction of TBM is markedly different than CPM having both negative ΔH and ΔS (Table 3). The magnitude of KSV also decreases with increase in temperature and follows the expected trend for static type interaction. The results confirm a more significant entropy-driven pathway for CPM interaction with BSA (or

J Fluoresc Fig. 5 Klotz plot for the interaction of TBM (a), (c) and CPM (b) and (d) towards BSAAuNP conjuagte at different temperature with increasing concentration of the drugs from 0 to 0.64 mM

BSA-AuNP conjugate) in comparison with TBM, which is consistent with higher lipophilicity of the former (LogP = 2.15 and 2.04, respectively).

Change in the Protein Conformations The change in the conformation of the protein structure due to glycation or adsorption on the NP surface are observed through monitoring the position of amide I peak in the IR spectra. In native BSA, the amide I peak is observed at ~1637 cm−1. There is a shift in this peak position by ~ 8 cm−1 in case of gBSAara and

appears at ~1645 cm−1 along with a small shoulder at ~1672 cm−1 (Fig. 7). The results indicated that there is a slight change in the protein structure of the gBSAara and consistent with other studies reported recently [67]. In case of the BSA-AuNP conjugate there is an increase in the amide II peak intensity around 1513 cm−1 which is due to the adsorption of the BSA molecules on the NP surface to form BSA-AuNP conjugate [45, 68]. The α-helix content of the BSA and BSA-AuNP conjugate with CPM and TBM are calculated using Eq. (6) and Eq. (7) by observing the value at 208 nm in CD spectra (Fig.S5). As reported in our earlier publication [40], the α-helical content of native BSA is found to be 50. 58% and glycation of BSA by arabinose decreases this quantity to 43.65%. Interaction of CPM to native BSA decrease the α-helical content by 11.30% and 16.11% when the concentration of the CPM is 0.08 mM and 0.16 mM, respectively. Similarly, a decrease in the α-helix content is observed upto 48% and 49%, respectively when 0.016 mM of CPM and TBM are added to the BSA-AuNP conjugate. There is no shift in the spectral position at 208 nm and 222 nm on addition of the drugs (CPM and TBM) to BSA-AuNP conjugate as observed in the CD spectra. The calculated values of MRE and the α-helical content (in percentage) are shown in Table S3.

Effect of AuNP in BSA Activity Fig. 6 Van′t Hoff plot of TPM (upper panel) and CPM (lower panel) binding to BSA-AuNP conjugate

The presence of different types of catalytic amino acid residues (Try-411, Lys-412, Lys- 413 and Try-411) in the protein J Fluoresc Table 3

Thermodynamic parameters for the interaction of CPM and TBM with native BSA and BSA-AuNP conjugate at different temperatures ΔG /kJ mol−1 at different temperature (K) CPMa TBMa TBMb CPMc a 298 303 308

313 318 323 −4.59 −4.98 −5.41 −3.67 −5.17 −4.51 −4.70 −3.86 −5.75 −4.03 −3.98 −4.04 −6.33 −3.56 −3.26 −4.23 −6.90 −3.08 −2.55 −4.42 −7.48 −2.60 −1.83 −4.60 ΔH/kJ mol−1 ΔS/J K−1 mol−1 29.84 −33.33 −48.05 7.45

115.56 −95.11 −143.08 37.35 Interaction with BSA-AuNP conjugate; b,c Interaction with native BSA. c Data from ref. [40]

structure of BSA enables the protein to undergo esterase like activity [52]. The esterase like activity of BSA is disturbed when there is any change in the conformation of the protein [69]. Adsorption of proteins on the NP surface changes the esterase like activity of the proteins. Recent results suggest that adsorption of BSA on the surface of the AuNP retain ~88% the its activity; whereas, the retention capacity is merely 5%c in the case of the gold nanorods [45]. Therefore, in addition to the modulation in binding ability, the retention of BSA activity in protein-Np conjugate is also a matter of great concern. The activity of BSA is checked in presence of pnitrophenyl acetate by monitoring the amount of release pnitrophenol at 410 nm [50]. After subtracting the inherent absorbance of the AuNP at this wavelength, the esterase like activity of BSA-AuNP conjugate is calculated with reference

Fig. 7 IR spectra of gBSAara (a) BSA-AuNP conjuagte (b) and native BSA (c) to the activity of free BSA. The esterase like activity of BSA is decreased by ~6% only when 0.13 nM of AuNP is used to form BSA-AuNP conjugate; whereas, ~ 11% decrease in activity is noted when the concentration of the AuNP is increased upto 0.68 nM (Fig. S6).

Inhibition of Glycation by AuNP The inhibition of glycation of BSA by L-arabinose is checked after monitoring the AGE’s fluorescence intensity with excitation at 335 nm and 370 nm. Glycation of the BSA with 0.4 M of L-arabinose solution is incubated with two different concentrations of AuNP for a total length of 80 h. The generated AGE’s intensity during this time is checked at each 10 h interval. The concentration of the L-arabinose sugar used in the model glycated system is more than the physiological system to create a glycated protein in a short period of time [70, 71]. It is interesting to note that there is a sharp decrease in the AGE’s intensity of the gBSAara incubated with AuNP solution when excited at 335 nm (Fig. 8). The decrease in the AGE’s fluorescence intensity suggested that there is an inhibition in the formation of the AGE’s related compounds. Further, the intensity is decreased with increasing the concentration of the AuNP solution in each interval of time. For example, a concentration of 0.13 nM AuNP solution decreases the AGE’s fluorescence intensity of gBSAara by 55%; whereas it decreases almost 80% when the concentration of AuNP is increased up to 0.68 nM (Fig. 8). There is a reduction about 16% and 40% in the AGE’s fluorescence intensity of the gBSAara, when the concentration of the AuNP are 0.13 nM and 0.68 nM, respectively (Fig. 8). Similarly, when gBSAara incubated with AuNP is excited at 370 nm, the AGE’s intensity of gBSAara decreases by 49% and 84%, at [AuNP] = 0.13 nM and 0.68 nM, respectively. A time dependent effect of AuNP’s in the inhibition of AGE’s fluorescence intensity is also observed when gBSAara is treated with AuNP for 80 h. The inhibitory strength of the AuNP decreases when the AGE’s intensity is checked by exciting at 335 nm after 34 h of incubation period as shown in Fig. 8. At 24 h, the production of AGE’s intensity is inhibited by 55%

J Fluoresc Fig. 8 AGE’s fluorescence spectra for excitation at λex = 335 nm after 24 h (a) and 34 h (b) where 1,2 and 3 represents AGE’s fluorescence spectra of gBSara in presence of AuNP at 0 nM, 0.13 nM and 0.68 nM respectively

when the concentration of the AuNP is 0.13 nM; whereas, the inhibition of AGE’s intensity of gBSAara is decreases to 16% after 34 h with the same concentration of the AuNP. Similar observations are also made when the AGE’s fluorescence intensity is monitored by exciting gBSAara incubated with AuNP’s at 370 nm. AGE’s fluorescence intensity of gBSAara is reduced to 49% at 24 h when gBSAara is incubated with 0.13 nM concentration of AuNP; whereas, there is only 16% inhibition of the AGE’s fluorescence intensity at the same concentration of the AuNP when it is checked after 34 h incubation period (Fig.S7). The AGE’s fluorescence intensity vs time plots for 335 nm and 370 nm excitation are shown in Fig. S8. The decrease in the generation of the AGE’s fluorescence intensity suggested that AuNP inhibited the formation of the AGE’s related products. Interestingly, AuNPs retain a promising inhibitory effect throughout the incubation period for a total length of 80 h.

Conclusion The binding of TBM is relatively stronger to native BSA than CPM. However, the presence of spherical colloidal NPs modulates the binding behavior in a significant way. For example, in case of drug binding to BSA-AuNP conjugate, the binding of CPM becomes stronger and the binding strength of TBM decreases. CPM binds to the BSA-AuNP conjugate through hydrophobic forces; whereas, TBM binding is best explained by a combination of van der Waals and hydrogen bonding interaction. Both the drugs bind to the BSA-AuNp conjugate by ground state complex formation through a static mechanism. AuNP also inhibit the production of the AGE’s compounds in a concentration dependent fashion. There is no major change in the conformation of the protein through glycation and in the formation of the BSA-AuNP conjugate. The inhibition of AGE product formation by AuNP reveals the anti-glycating ability and its modulatory effect in drug binding process could be a useful tool in the field of nanomedicine. Further the difference in the mode of

interaction of the drugs can help in developing and designing various type of anti-diabetes drug.

📖 中文全文 Chinese Full Text

中文

# 翻译

## 荧光学报

https://doi.org/10.1007/s10895-019-02485-y 原创论文

**单分散金纳米颗粒存在下抗糖尿病药物蛋白质结合能力的调控及其对晚期糖基化终末产物(AGE)形成的抑制潜力**

Imocha Rajkumar Singh 1 & Sivaprasad Mitra 1

收稿日期:2019年10月19日 / 接受日期:2019年12月26日 # Springer Science+Business Media, LLC, Springer Nature旗下机构,2020年

**摘要**

抗糖尿病药物氯磺丙脲(CPM)和甲苯磺丁脲(TBM)与模型蛋白牛血清白蛋白(BSA)的结合强度在胶体金纳米颗粒(AuNP)存在下表现出强烈的调控作用。天然BSA和BSA-AuNP偶联物的内在色氨酸荧光在药物存在下均发生猝灭。在不同温度下,CPM与BSA-AuNP偶联物结合的Stern-Volmer猝灭常数(KSV)约为(6.76~14.76 × 10³ M⁻¹),几乎是天然BSA对应值(3.21~5.72 × 10³ M⁻¹)的两倍。然而,计算得到的TBM的KSV值在AuNP存在下有所降低(6.46 × 10³ M⁻¹),而天然BSA为8.83 × 10³ M⁻¹。CPM与BSA-AuNP偶联物的结合模式主要为疏水作用力;而TBM的结合被确定为范德华力和氢键类型的相互作用。荧光寿命分析证实,BSA以及BSA-AuNP偶联物的内在色氨酸荧光在加入不同浓度的CPM和TBM后均发生静态猝灭。当CPM浓度为0.08 mM和0.16 mM时,BSA二级结构中的α-螺旋含量在AuNP存在下分别降至48.32%和45.28%,而天然蛋白为50.13%。另一方面,在0.13 nM和0.68 nM AuNP存在下,糖诱导的晚期糖基化终末(AGE)产物荧光强度分别降低了55%和80%。AuNP存在下药物与转运蛋白结合强度的降低以及AGE产物形成的减少,可能推动纳米医学及相关药物递送技术领域的重大发展。

**关键词** 血清白蛋白 · 药物结合 · AGE产物 · 纳米医学 · 荧光

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**引言**

**要点** • 通过红外光谱证实了BSA-AuNP偶联物的形成。 • CPM和TBM与天然BSA的结合效率在AuNP存在下受到强烈调控。 • CPM主要通过疏水作用力与BSA-AuNP偶联物结合。 • TBM通过范德华力和氢键相互作用与BSA-AuNP偶联物结合。 • AuNP对血清蛋白的糖基化具有强烈的抑制作用。

血液中的血清蛋白具有多种功能,包括在循环系统中转运药物、脂质、激素、维生素和矿物质,以及调节细胞活动和免疫系统功能。白蛋白蛋白在体液中的浓度约为35~50 mg/ml,半衰期约为21天[1]。然而,由于存在游离氨基官能团,它们在糖尿病患者体内过量还原糖存在下极易发生糖基化(非酶糖基化)。通常,监测糖基化量被用作短期血糖控制指标,因为糖化白蛋白的量不容易被任何其他生物代谢改变,这是应对II型糖尿病的重要工具[2–4]。此外,还原糖还可以与其他氨基酸、蛋白质和核酸相互作用。血清白蛋白中存在的赖氨酸和精氨酸的伯胺基团与糖尿病物种中活性还原糖分子的羰基基团相互作用,从而形成席夫碱,随后经历氧化、脱水和重排等反应,形成羧甲基赖氨酸(CML)、羧乙基赖氨酸(CEL)和吡咯啉等异质性化合物;这些化合物通常统称为晚期糖基化终末(AGE)产物[5, 6]。AGE产物的长期积累会导致许多糖尿病相关并发症、白内障形成、阿尔茨海默病和帕金森病等[7–9]。

随着治疗科学的适当发展,人们合成了许多可以抑制蛋白质糖基化的药物。其中氨基胍、二甲双胍等是强效的糖基化抑制剂,但具有一定的副作用[10, 11]。牛血清白蛋白(BSA)是一种载体蛋白,与人血清白蛋白(HSA)具有密切的同源性。这两种蛋白质都容易发生糖基化。最近,一系列纳米颗粒(NPs)已显示出抑制D-核糖和葡萄糖对白蛋白糖基化的能力[12, 13]。此外,NPs极小的尺寸和显著的生物相容性使其能够轻松穿过细胞膜,从而推动了称为纳米医学的领域的发展[14]。同样,由于NPs具有较高的比表面积,细胞、蛋白质和膜等生物大分子系统可以很容易地吸附在NP表面[15]。

同样,稳定的胶体金纳米颗粒(AuNP)溶液被用于生物成像、生物传感器、药物递送技术等。Au-DNA、Au-抗生素等各种偶联物也被用于检测和降低药物的毒性[14, 16, 17]。作为纳米医学中公认的技术,贵金属NPs也被用于通过形成各种蛋白质-金和蛋白质-银纳米偶联物复合物来开发前药。由于金纳米颗粒具有特征性的局域表面等离子共振(SPR),由于其对癌细胞的高选择性,它常被用于靶向药物递送技术,这是一种新兴的化疗技术。也有报道AuNP与壳聚糖和其他穿透肽形成偶联物,以轻松穿过细胞膜并靶向特定部位[18–20]。纳米颗粒表面的功能化是癌症诊断和治疗应用中的重要工具[21]。

蛋白质在自然系统中发挥着重要作用,因为它们是所有生物活性的介质。蛋白质结构或构象的任何变化都往往导致其活性丧失。有报道显示,热敏聚合物被胰蛋白酶等生物活性酶包被,以提高酶的整体性能[22–25]。然而,通过与其它聚合物分子形成偶联物来修饰蛋白质,会在蛋白质活性位点产生空间位阻,从而导致生物非活性分子的形成[26]。蛋白质和酶与纳米颗粒形成偶联物时,其稳定性和性能也会提高[27]。许多蛋白质和NPs的复合物被用于治疗和分析目的。蛋白质的吸附在NP表面形成单层结构,通常称为"蛋白质冠"[28]。NPs的生物学行为完全由蛋白质冠决定[29]。由于具有广泛的光学和电学特性,不同尺寸的金属纳米颗粒(MNPs)被用于研究蛋白质去折叠和结合相互作用的动力学。在AuNP表面的吸附也可以改变人血清白蛋白(HSA)的α-螺旋含量[29, 30]。此外,柠檬酸盐封端的AuNPs可以在体外抑制蛋白质的纤维化[31, 32]。

氯磺丙脲(CPM)和甲苯磺丁脲(TBM)是磺酰脲类II型抗糖尿病药物。CPM的平均半衰期为25~60小时,降糖效果持续24~72小时[33]。这两种药物通过与胰腺β细胞相互作用来增加II型糖尿病患者的胰岛素产生[34, 35]。磺酰脲类药物用于血糖控制;同时,它也可以调节降血糖效果。

在本研究中,使用L-阿拉伯糖(一种五碳还原糖)与BSA构建了模型糖基化系统。众所周知,阿拉伯糖也是在蛋白质糖基化过程中通过葡萄糖分子的自氧化形成的[36, 37]。它与D-核糖相似,仅在异头碳上因羟基的位置不同而有所差异。通过使用AuNPs监测AGE的荧光强度来研究糖基化的抑制。此外,吸附在AuNP表面的BSA被用于研究CPM和TBM等抗糖尿病药物的结合相互作用。

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**实验细节**

**试剂与化学品。** 牛血清白蛋白(BSA)、甲苯磺丁脲(TBM)、氯磺丙脲(CPM)和Trizma-HCl购自Sigma-Aldrich。氢氧化钠颗粒购自Merck。最高等级的L-阿拉伯糖(ara)购自印度SRL。Trizma-HCl缓冲溶液(pH = 7.4)使用从Elix 10水纯化系统(Millipore India Pvt. Ltd.)收集的最高品质分析级(II级)水配制。溶液的pH使用Systronics μ-pH系统361检测。BSA的浓度在整个实验中保持在5 μM,抗糖尿病药物的浓度在0至0.7 mM之间变化。

**AuNPs和BSA-NP偶联物的制备**

金纳米颗粒(AuNPs)以HAuCl₄水溶液为前驱体、柠檬酸钠为还原剂合成,其中柠檬酸钠同时也充当封端剂[38]。简而言之,将HAuCl₄溶液与一定量的水一起放入烧瓶中,在热板上加热至沸腾并持续搅拌。然后在沸腾瞬间加入1.6 mL 1%(w/v)柠檬酸钠。沸腾20秒后,溶液变为淡蓝色,随后迅速变为红色,表明AuNPs的形成。将溶液再沸腾30分钟以确保Au(III)完全还原。将所得红色溶液在室温下冷却。通过TEM测量估算AuNPs的直径约为14 ± 2 nm(图1)。使用Haiss等人开发的方法[39],通过公式(1)代入A450处的吸光度值(0.559)和Ɛ450(1.76 × 10⁸ M⁻¹ cm⁻¹)计算AuNP胶体储备溶液的浓度,约为3.4 nM。

$$C = \frac{A_{450}}{\varepsilon_{450}} \quad (1)$$

将25 μM BSA的储备溶液与固定量的AuNP溶液一起孵育,使BSA终浓度为5 μM、AuNP溶液为1.04 nM,以制备BSA-AuNP偶联物。BSA分子在AuNP表面的结合也通过红外光谱进行了验证,AuNP在蛋白质基质中的聚集通过TEM测量进行了检查(图1)。

**BSA的糖基化(体外)**

将25 μM BSA的储备溶液与0.4 M L-阿拉伯糖(ara)反应,创建糖基化系统。工作蛋白溶液的浓度为5 μM。为检查AuNP对糖基化的抑制作用,在制备糖基化体系的过程中还加入了固定量的0.13 nM和0.68 nM AuNP溶液。糖化的BSA(gBSAara)和含有AuNP的gBSAara在37 °C下孵育80小时,条件相同。同时,按照其他地方描述的方案[40],每10小时取一份等分试样,通过观察特征性AGE荧光强度来检查AuNP对糖基化的抑制。在糖基化过程中,蛋白质、糖和AuNP的浓度保持固定。

**仪器与方法**

吸收和荧光测量分别在UV-visible PerkinElmer Lambda25和Photon Technology International(PTI)的Quanta master(QM-40)上进行。CPM、TBM和糖分子在激发波长(295 nm)处不显示任何显著吸收。然而,所有溶液的发射光谱均在相同条件下从空白混合物(不含蛋白)中减去作为校准措施。因此,相应的荧光发射仅来自蛋白质的色氨酸(Trp)残基。AGE荧光强度的监测在激发波长335 nm和370 nm处进行。

BSA-AuNP偶联物在CPM和TBM(猝灭剂,Q)存在下的蛋白质荧光猝灭数据使用Stern-Volmer关系(公式2)进行分析,其中F₀和F分别为无猝灭剂和有猝灭剂时蛋白质产生的荧光。τ₀代表内在Trp荧光寿命,κq为双分子猝灭常数[41]。BSA-AuNP偶联物在CPM和TBM存在下的荧光猝灭数据分析在所有系统中均显示负偏差。因此,使用Lehrer方程(公式3),即公式2的修正形式,计算Stern-Volmer常数(KSV)值,其中(fa)为猝灭剂Q的可及分数[42]。

$$\frac{F_0}{F} = 1 + K_{SV}[Q] = 1 + k_q \tau_0 [Q] \quad (2)$$

$$\frac{F_0}{F_0 - F} = \frac{1}{f_a K_{SV}[Q]} + \frac{1}{f_a} \quad (3)$$

蛋白质样品的荧光衰减时间通过时间相关单光子计数(TCSPC)技术在PTI的pico-master(PM-3)仪器上测量,使用295 nm LED激发。BSA-AuNP偶联物以及含有不同浓度药物的BSA-AuNP偶联物的荧光衰减光谱在魔角(54.7°)下收集。仪器响应函数(IRF)也通过使用干燥乳制咖啡增白剂的散射溶液按相同程序收集。所有蛋白质样品的荧光衰减F(t)轨迹表示为指数和(公式4),其中αᵢ和τᵢ为第i个组分的振幅和寿命,并使用基于Lavenberg–Marquardt算法的非线性最小二乘迭代卷积方法通过FelixGX软件(版本4.0.3)进行分析。

$$F(t) = \sum_i \alpha_i \exp\left(-\frac{t}{\tau_i}\right) \quad (4)$$

$$\tau_{av} = \sum_i f_i \tau_i = \frac{\sum_i \alpha_i \tau_i^2}{\sum_i \alpha_i \tau_i} \quad (5)$$

卡方(χ²)和Durbin-Watson(DW)值等统计参数用于拟合分析的验证,残差拟合和自相关函数等其他可观测值通过目视检查[43]。对于多指数衰减拟合,使用公式(5)评估平均荧光寿命[44]。

**蛋白质结构的评估**

蛋白质二级结构的任何显著变化通过测量红外(IR)和圆二色性(CD)光谱进行研究。IR光谱在BRUKER Eco-ATR(衰减全反射)模型上以2 cm⁻¹的分辨率扫描30次获得。将约20 μL溶液样品置于ZnSe晶体表面并收集光谱。所有光谱在1400 cm⁻¹至1800 cm⁻¹的光谱范围内采集。蛋白质在1600 cm⁻¹至1700 cm⁻¹附近的酰胺I区域提供与蛋白质二级结构相关的信息;而在1500 cm⁻¹至1600 cm⁻¹附近的酰胺II峰表明由于表面能导致的蛋白质吸附[45]。在200~250 nm光谱范围内的圆二色性(CD)读数在JASCO J-1500光谱仪上使用0.2 cm光程的石英比色皿记录。通过观察208 nm和222 nm处的CD值,使用公式(6)和(7)计算平均残基椭圆率(MRE)和蛋白质的α-螺旋含量。对于IR光谱测量,蛋白质溶液保持在30 mg/mL;而在CD实验中,蛋白质浓度保持在1 μM恒定,同时将CPM浓度从0.08 mM变化至0.016 mM。

**药物与BSA-AuNP偶联物的结合**

CPM和TBM与BSA-AuNP偶联物的结合使用缔合常数(Ka)作为结合参数进行评估,该参数由Klotz方程(公式8)计算。参数'r'为每蛋白质结合的药物分子数,[n]为蛋白质独立结合位点的类别数[46, 47]。计算不同温度下的Ka值,并使用Van't Hoff关系公式(9)评估CPM、TBM与蛋白质相互作用的热力学参数,如焓变(ΔH)和熵变(ΔS)[42, 48]。每个过程中自由能的总变化(ΔG)使用公式(10)计算。

$$r = \frac{n \cdot K_a \cdot [drug]}{1 + K_a \cdot [drug]} \quad (8)$$

$$\ln K_a = -\frac{\Delta H}{RT} + \frac{\Delta S}{R} \quad (9)$$

$$\Delta G = \Delta H - T \cdot \Delta S \quad (10)$$

通过监测热力学参数符号来评估药物与蛋白质-NP偶联物之间相互作用的性质。例如,当ΔH和ΔS的值为正时,药物通过疏水机制与蛋白质结合;而当ΔH和ΔS的值为负时,药物通过氢键和范德华相互作用与蛋白质结合[49]。

**BSA活性**

当BSA与对硝基苯乙酸酯(PNA)相互作用时,会发生非酶促蛋白质导向的水解。位于亚结构域III A内的氨基酸残基如Try-411、Lys-412和Lys-413表现出这些催化特性。氨基酸残基Try-411容易被PNA乙酰化[50–52]。BSA的活性通过监测对硝基苯酚在410 nm处的单波长吸光度释放来检查,使用UV-6300PC MAPADA分光光度计。将5 μM BSA溶液与1 mM PNA在37 °C下孵育30分钟。在胶体AuNP溶液存在和不存在的情况下检查对硝基苯酚的释放。

**AGE荧光强度的计算**

许多AGE产物显示荧光特性,精氨酸嘧啶和戊糖苷在335 nm激发时分别在400 nm和385 nm处显示发射。同样,交联素和vesperlysine以及一些其他未鉴定的AGE化合物在370 nm激发时在430~450 nm处显示荧光发射[53–55]。通常,335 nm激发用于检查由单糖戊糖苷型化合物诱导的蛋白质修饰;而370 nm激发通常用于监测由于不同AGE类型化合物引起的蛋白质改变[56–62]。在监测AGE荧光强度后检查糖基化的抑制。在80小时的时间跨度内,研究了在不同浓度AuNP存在下糖化BSA的AGE荧光强度的相对降低。每10小时检查一次AGE荧光强度。尽管AuNP在激发波长(335 nm和370 nm)处没有显著吸收,AGE荧光光谱使用公式(11)进行校正。

$$F_{corr}(\lambda_E, \lambda_F) = F(\lambda_E, \lambda_F) \cdot 10^{(A(\lambda_E) + A(\lambda_F))/2} \quad (11)$$

其中,A代表样品在激发波长(λ_E)和发射波长(λ_F)处的吸收。最终稳态数据取三次独立实验的平均值并进一步分析。

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**结果与讨论**

**CPM和TBM与BSA-AuNP偶联物的相互作用**

在不同浓度的抗糖尿病药物(CPM和TBM)下监测BSA-AuNP偶联物的荧光发射。随着药物浓度从0.08 mM增加至0.64 mM,BSA-AuNP偶联物的荧光强度有规律地猝灭(图2),且发射最大值没有任何位移。使用Stern-Volmer关系(公式2)分析荧光猝灭。从CPM浓度0.16 mM开始观察到线性直线拟合的负偏差,如图2的插图所示。在我们最近的一篇出版物中,也观察到CPM在类似浓度范围内与天然BSA结合时偏离直线[40]。通常,SV图中的负偏差表明药物与蛋白质中存在的两种不同类型的荧光团(色氨酸残基)相互作用。位于蛋白质外部的色氨酸残基与隐藏在疏水结构域内部的色氨酸残基相比,更容易被药物接近[63]。天然蛋白质和BSA-AuNP偶联物在类似浓度范围内均出现负偏差,表明在这两种情况下药物对色氨酸残基的可及性几乎相等。另一方面,TBM与BSA和BSA-AuNP偶联物的结合在[TBM] ~ 0.24 mM时出现负偏差。Szkudlarek等人报道了甲苯磺丁脲与天然白蛋白的类似结合类型[64]。CPM在较高温度下的荧光猝灭光谱和SV图中的线性偏差如图S1所示。

药物与BSA-AuNP偶联物相互作用的猝灭常数KSV由修正的SV图(公式3)计算,列于表1。一些代表性图示于图3和补充部分(图S2)。通常,对于与BSA-AuNP偶联物的相互作用,CPM猝灭的KSV值高于TBM(例如在298 K时,CPM和TBM分别为6.76 × 10³ M⁻¹和6.46 × 10³ M⁻¹),这与上述讨论的CPM(0.16 mM)相比TBM(0.24 mM)诱导SV图线性偏差所需浓度更低的要求一致。

有趣的是,CPM与BSA-AuNP偶联物结合的KSV值高于与天然BSA结合的相应数据[40]。然而,TBM与天然BSA以及BSA-AuNP偶联物的相互作用呈现相反的趋势,需要进一步讨论(见下文)。可及分数'fa'的大小也使用公式(2)计算并列于表1。这里需要注意的是,BSA在AuNP表面的吸附降低了蛋白质表面可及的色氨酸残基数量。因此,与天然BSA的相互作用相比,CPM和/或TBM与BSA-AuNP偶联物相互作用期间的可及分数'fa'降低。

荧光猝灭机制可分为两种类型,即动态猝灭和静态猝灭。动态猝灭发生在猝灭剂与激发态的荧光团相互作用时;而如果猝灭剂与基态的荧光团相互作用,则称为静态猝灭。在静态和动态猝灭中,荧光团的荧光都会降低。猝灭模式可以通过在不同温度下进行稳态荧光实验来识别。在动态猝灭的情况下,由于猝灭剂分子向荧光团的扩散量增加,KSV的大小随温度升高而增加;而在静态猝灭的情况下,由于基态复合物的解离,KSV的大小在高温下降低。然而,基于荧光寿命测量来确定猝灭机制更为准确和可靠[44]。在我们之前的出版物中显示,对于BSA与CPM的相互作用,静态猝灭机制起作用,因为寿命在不同猝灭剂浓度下保持恒定(~3.63 ns)[40]。通常,在动态猝灭的情况下,荧光寿命(τ₀)随药物浓度的增加而降低。但在静态猝灭的情况下,猝灭剂(Q)分子仅在基态与荧光团相互作用,因此荧光寿命保持恒定[65]。BSA-AuNP偶联物的荧光衰减轨迹使用双指数拟合模型进行分析,以获得可接受的统计参数,平均寿命约为5.3 ns(图S3)。CPM(0.08 mM)与BSA-AuNP偶联物相互作用的荧光衰减轨迹如图4所示。在不同浓度的CPM和TBM下BSA-AuNP偶联物的相应参数列于表S1。另一方面,TBM与天然BSA结合的寿命值如表S2所示。有趣的是,对于CPM和TBM与BSA-AuNP偶联物的结合,随着药物的持续加入,蛋白质的寿命没有变化(图S3),表明猝灭通过静态机制发生。

为了进一步了解结合机制的程度,使用Klotz关系(公式8)计算缔合常数(Ka)。计算值如表2所示,不同温度下的一些特征Klotz图示于图5。TBM与天然BSA结合的Ka值大小高于CPM,这与表1中给出的KSV值一致。然而,CPM与BSA-AuNP偶联物的结合大于TBM与BSA-AuNP偶联物的结合。这可能是由于药物分子对荧光团的可及性所致。BSA-AuNP偶联物中CPM的可及分数'fa'大于BSA-AuNP偶联物中TBM的可及分数(表1)。还在不同温度下评估Ka值(图S4),以使用van't Hoff图(图6)计算不同的热力学参数并列于表3。CPM与BSA-AuNP偶联物结合的ΔH和ΔS值为正,表明CPM通过疏水相互作用模式结合;这确实与CPM与天然BSA的结合模式相似[40]。相反,在TBM与BSA-AuNP偶联物结合的情况下,ΔH和ΔS的值被发现为负,表明TBM通过范德华力和氢键相互作用进行结合。

先前报道的分子对接[40]显示,CPM不与天然BSA的任何特异性药物结合位点结合[40]。CPM的结合亲和力为-27.61 kJ·mol⁻¹,与TBM的计算值(-26.35 kJ·mol⁻¹)略有不同(数据未显示)。因此,CPM和TBM似乎结合在BSA的相同位置(位点I和位点II之间)。然而,在与BSA-AuNP偶联物结合的情况下,这两种药物在亲和力和相互作用模式方面都表现出显著差异。

这里需要指出的是,时间分辨荧光数据明确证实了CPM和TBM的猝灭机制均为静态类型。然而,与TBM的观察相反,对于CPM的猝灭,KSV的大小随温度升高而增加,无论是天然BSA还是BSA-AuNP偶联物(表1)。这种在变温下CPM对BSA以及BSA-AuNP偶联物荧光静态猝灭的明显矛盾观察,可以通过仔细研究表3中给出的蛋白质-药物复合物形成过程的热力学参数来解释。显著的熵变(ΔS)正值抵消了CPM与蛋白质相互作用中不利的正焓变(ΔH),缔合明显是一个"熵驱动"过程。通常对于强亲脂性药物(具有较高LogP值)与生物大分子的相互作用,熵驱动途径主要由结合时溶剂释放引起的熵变贡献,KSV随温度的变化通常不足以判断荧光猝灭的机制(静态或动态)[66]。本质上,时间分辨荧光测量给出了关于猝灭机制的最终判断,正如前面确实提到的和文献中记载的那样[44]。有趣的是,TBM的相互作用与CPM明显不同,ΔH和ΔS均为负值(表3)。KSV的大小也随温度升高而降低,遵循静态类型相互作用的预期趋势。结果证实了CPM与BSA(或BSA-AuNP偶联物)相互作用中比TBM更显著的熵驱动途径,这与前者更高的亲脂性一致(LogP分别为2.15和2.04)。

**蛋白质构象的变化**

由于糖基化或吸附在NP表面引起的蛋白质结构构象变化通过监测IR光谱中酰胺I峰的位置来观察。在天然BSA中,酰胺I峰在~1637 cm⁻¹处观察到。在gBSAara的情况下,该峰位置位移约8 cm⁻¹,出现在~1645 cm⁻¹处,并在~1672 cm⁻¹处有一个小肩峰(图7)。结果表明gBSAara的蛋白质结构发生了轻微变化,与最近报道的其他研究一致[67]。在BSA-AuNP偶联物的情况下,1513 cm⁻¹附近的酰胺II峰强度增加,这是由于BSA分子吸附在NP表面形成BSA-AuNP偶联物所致[45, 68]。

BSA和BSA-AuNP偶联物与CPM和TBM的α-螺旋含量使用公式(6)和(7)通过观察CD光谱中208 nm处的值计算(图S5)。如我们早期出版物[40]所报道,天然BSA的α-螺旋含量为50.58%,BSA被阿拉伯糖糖基化将该量降低至43.65%。CPM与天然BSA的相互作用在CPM浓度为0.08 mM和0.16 mM时分别使α-螺旋含量降低11.30%和16.11%。类似地,当0.016 mM CPM和TBM加入BSA-AuNP偶联物时,α-螺旋含量分别降低至约48%和49%。在CD光谱中观察到,将药物(CPM和TBM)加入BSA-AuNP偶联物后,208 nm和222 nm处的光谱位置没有位移。MRE的计算值和α-螺旋含量(百分比)如表S3所示。

**AuNP对BSA活性的影响**

BSA蛋白质结构中不同类型的催化氨基酸残基(Try-411、Lys-412、Lys-413和Try-411)的存在使蛋白质能够表现出酯酶样活性[52]。当蛋白质构象发生任何变化时,BSA的酯酶样活性会受到干扰[69]。蛋白质在NP表面的吸附会改变蛋白质的酯酶样活性。最近的结果表明,BSA在AuNP表面的吸附保留了其约88%的活性;而在金纳米棒的情况下,保留能力仅为约5%[45]。因此,除了结合能力的调控外,蛋白质-NP偶联物中BSA活性的保留也是一个备受关注的问题。BSA的活性通过对硝基苯乙酸酯存在下监测410 nm处对硝基苯酚的释放量来检查[50]。在减去AuNP在该波长处的固有吸光度后,参考游离BSA的活性计算BSA-AuNP偶联物的酯酶样活性。当使用0.13 nM AuNP形成BSA-AuNP偶联物时,BSA的酯酶样活性仅降低约6%;而当AuNP浓度增加至0.68 nM时,活性降低约11%(图S6)。

# 金纳米粒子对糖基化反应的抑制作用

通过监测激发波长为335 nm和370 nm时晚期糖基化终末产物(AGE)的荧光强度,检测了L-阿拉伯糖对牛血清白蛋白(BSA)糖基化反应的抑制作用。将含有0.4 M L-阿拉伯糖溶液的BSA糖基化体系与两种不同浓度的金纳米粒子(AuNP)共同孵育,总时长为80 h。在此期间,每隔10 h检测一次生成的AGE荧光强度。模型糖基化体系中使用的L-阿拉伯糖浓度高于生理体系,目的是在短时间内生成糖基化蛋白质[70, 71]。值得注意的是,当在335 nm激发时,与AuNP溶液共同孵育的gBSAara的AGE荧光强度出现了显著下降(图8)。AGE荧光强度的降低表明AGE相关化合物的生成受到了抑制。此外,随着AuNP溶液浓度的增加,每个时间间隔的荧光强度均呈下降趋势。例如,0.13 nM的AuNP溶液使gBSAara的AGE荧光强度降低了55%;而当AuNP浓度增加至0.68 nM时,荧光强度几乎降低了80%(图8)。当AuNP浓度分别为0.13 nM和0.68 nM时,gBSAara的AGE荧光强度分别降低了约16%和40%(图8)。

同样地,当与AuNP共同孵育的gBSAara在370 nm激发时,在[AuNP] = 0.13 nM和0.68 nM条件下,gBSAara的AGE荧光强度分别降低了49%和84%。

当gBSAara与AuNP共同处理80 h后,还观察到AuNP对AGE荧光强度抑制作用的时间依赖性效应。如图8所示,当孵育34 h后在335 nm激发下检测AGE荧光强度时,AuNP的抑制效果有所减弱。在24 h时,当AuNP浓度为0.13 nM时,AGE荧光强度的生成被抑制了55%;而在相同AuNP浓度下,孵育34 h后,gBSAara的AGE荧光强度抑制率下降至16%。当在370 nm激发下监测与AuNP共同孵育的gBSAara的AGE荧光强度时,也观察到类似现象。当gBSAara与0.13 nM浓度的AuNP共同孵育24 h时,gBSAara的AGE荧光强度降低至49%;而在相同AuNP浓度下,孵育34 h后检测时,AGE荧光强度的抑制率仅为16%(图S7)。335 nm和370 nm激发下AGE荧光强度随时间的变化曲线如图S8所示。AGE荧光强度的生成减少表明AuNP抑制了AGE相关产物的形成。有趣的是,在整个80 h的孵育期间,AuNP始终保持着良好的抑制效果。

## 结论

TBM与天然BSA的结合力强于CPM。然而,球形胶体纳米粒子的存在显著调节了药物的结合行为。例如,在药物与BSA-AuNP偶联物的结合中,CPM的结合力增强,而TBM的结合力减弱。CPM通过疏水作用力与BSA-AuNP偶联物结合;而TBM的结合则最好用范德华力与氢键相互作用的组合来解释。两种药物均通过静态机制以基态复合物形成的方式与BSA-AuNP偶联物结合。AuNP还以浓度依赖的方式抑制AGE化合物的生成。蛋白质的构象在糖基化过程中以及BSA-AuNP偶联物形成过程中均未发生显著变化。AuNP对AGE产物生成的抑制揭示了其抗糖基化能力,而其在药物结合过程中的调节作用可能成为纳米医学领域的一个有用工具。此外,两种药物相互作用模式的差异有助于开发和设计各类抗糖尿病药物。