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Inhibitory effect of gold nanoparticles on the D-ribose glycation of bovine serum albumin

Authors Liu W, Cohenford M, Frost L, Seneviratne C, Dain J

Received 8 July 2014

Accepted for publication 3 September 2014

Published 26 November 2014 Volume 2014:9(1) Pages 5461—5469


Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 2

Editor who approved publication: Dr Thomas J Webster

Weixi Liu,1 Menashi A Cohenford,1–3 Leslie Frost,3 Champika Seneviratne,4 Joel A Dain1

1Department of Chemistry, University of Rhode Island, Kingston, RI, USA; 2Department of Integrated Science and Technology, 3Department of Chemistry, Marshall University, Huntington, WV, USA; 4Department of Chemistry, College of the North Atlantic, Labrador, NL, Canada

Abstract: Formation of advanced glycation end products (AGEs) by nonenzymatic glycation of proteins is a major contributory factor to the pathophysiology of diabetic conditions including senile dementia and atherosclerosis. This study describes the inhibitory effect of gold nanoparticles (GNPs) on the D-ribose glycation of bovine serum albumin (BSA). A combination of analytical methods including ultraviolet–visible spectrometry, high performance liquid chromatography, circular dichroism, and matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry were used to determine the extent of BSA glycation in the presence of citrate reduced spherical GNPs of various sizes and concentrations. GNPs of particle diameters ranging from 2 nm to 20 nm inhibited BSA’s AGE formation. The extent of inhibition correlated with the total surface area of the nanoparticles. GNPs of highest total surface area yielded the most inhibition whereas those with the lowest total surface area inhibited the formation of AGEs the least. Additionally, when GNPs’ total surface areas were set the same, their antiglycation activities were similar. This inhibitory effect of GNPs on BSA’s glycation by D-ribose suggests that colloidal particles may have a therapeutic application for the treatment of diabetes and conditions that promote hyperglycemia.

Keywords: gold nanoparticles, glycation, AGEs, GNPs, BSA


Albumin, the most abundant plasma protein, is a multifunctional biomolecule involved in a wide variety of physiological activities.1,2 Glycation of albumin and other proteins can generate advanced glycation end products (AGEs) leading to several chronic complications of diabetes including atherosclerosis, renal failure, and cataract formation.35 Current efforts to reduce the formation of AGEs have focused on a number of synthetic drugs such as aminoguanidine and metformin.68 Although some of these compounds have shown promising inhibitory effects on AGE formation, they have been also found to cause side effects.7 Recently, studies have reported that gold nanoparticles (GNPs), a substance widely applied in the field of nanomedicine, can act as an antiglycation agent reducing the formation of AGEs.911 With this potential, GNPs may provide a safer approach for the treatment of AGE-related disease.

Under normal conditions, albumin has a half-life of about 21 days and a plasmatic concentration ranging from 35 to 54 mg/mL.12 Being highly exposed to different biomolecules in the blood, albumin is susceptible to enzymatic and nonenzymatic changes.1,2,13 Of the nonenzymatic changes contributing to modifications in albumin’s structure and function, the glycation of the molecule by reducing sugars has received considerable attention.1315

Glycation of albumin initiates with a condensation reaction between the amino groups on the protein and the carbonyl group of a reducing sugar, yielding unstable Schiff base structures.14 These intermediary unstable compounds can rearrange to form more stable ketoamine structures that, over time, promote the production of a heterogeneous group of molecules commonly referred to as AGEs.1619 The formation of AGEs is not limited to albumin or other proteins. In fact, many amino containing molecules such as lipids, deoxyribonucleic acid (DNA), and ribonucleic acid (RNA) have been reported to be glycated both in vitro and in vivo.2022 Under conditions promoting hyperglycemia, AGEs can accumulate in the body and contribute to many of the chronic complications of diabetes and classical galactosemia.35,23,24

GNPs, also referred to as colloidal gold particles, are a suspension of gold beads that in solution can range in size from one to several hundred nanometers.25 Because of their unique optical properties, variable surface-to-volume ratios, and their ease of production, GNPs have been used in a wide range of applications. In the medicine field, for instance, GNPs have been used for diagnostic and imaging purposes,26,27 whereas in the pharmaceutical industry their applications have extended to such areas as drug delivery and medicinal chemistry.2830

Studies in our laboratory9 and others10,11 have recently demonstrated that GNPs can reduce the formation of AGEs, with these reductions occurring under physiological temperature and pH conditions. Considering that GNPs may provide an alternative approach to reducing AGEs and AGE-related diseases (ie, besides the use of synthetic drugs), in this study, we focused on two objectives: 1) the inhibitory effects of citrate coated spherical GNPs on the glycation of albumin by D-ribose, and 2) the effects of GNP size, concentration, and total surface area on the extent modification of albumin by D-ribose.

This report describes for the first time 1) the inhibition of albumin glycation in the presence of GNPs by D-ribose, and 2) a correlation between GNP’s total surface area and the formation of AGE products.

Materials and methods


Bovine serum albumin (BSA) and analytical grade D-ribose were obtained from Sigma-Aldrich Chemical Co. (St. Louis, MO, USA). Citrate reduced spherical GNPs with variable diameters (2 nm, 5 nm, 20 nm, 50 nm, 100 nm, and 200 nm) were purchased form Ted Pella, Inc. (Redding, CA, USA). The size, concentration, and characterization of the colloidal suspension were determined by the manufacturer of the GNPs, BBI Solutions (Cardiff, UK), according to standard protocols ( using ultraviolet–visible (UV–Vis) spectroscopy and transmission electron microscopy. Disposable UV-transparent cuvettes (12.5 mm×12.5 mm×36 mm) and high performance liquid chromatography (HPLC) analytical grade solvents were procured from Thermo Fisher Scientific (Rockford, IL, USA). ZipTip pipette tips with C4 resin and 0.22 μm filter unit were obtained from EMD Millipore Co. (Billerica, MA, USA).

Preparation of reaction incubation mixtures

To test the effects of GNPs on BSA’s glycation by D-Ribose, two different groups of reaction mixtures hereinafter referred to as A and B were prepared. Incubation mixtures A had GNP suspensions of variable surface area and those in B had colloidal suspensions whose surface areas were held constant. Unless otherwise indicated, all of the aforementioned mixtures were prepared in 0.1 M phosphate buffer, pH 7.2.

Incubation mixtures A contained GNP suspensions of various concentrations and sizes (2 nm, 5 nm, and 20 nm), 35 mg/mL albumin set at the physiological levels of the protein in blood, and 20 mM D-ribose. The concentration of D-ribose was set at 20 mM to mimic D-glucose concentrations sometimes seen in the blood of patients with diabetes.1 Incubation mixtures B were prepared in a similar manner as incubation mixtures A but with GNPs’ total surface areas adjusting to the same value in each colloidal suspension.

The shaded area in Table 1 summarizes the technical details of all GNP suspensions in incubation mixtures A and B based on the data provided by the manufacturer of the GNPs, BBI Solutions (Cardiff, UK). The total surface areas were determined by taking into account both the size of the particles and their concentrations. Total surface areas were calculated by the formula 4πr2×C where r and C, respectively, represent the radius of the nanoparticles and their particle concentrations.

Table 1 Constituents of colloidal suspension mixtures A and B and a comparison of UV intensity at 280 nm of samples incubated for 21 days
Notes: This solution had the highest GNP total surface are; denotes that the highest total surface area occurred in mixtures of A that contained 5 nm diameter GNPs (r=2.5 nm) and colloidal concentrations (C) of particles/mL. The number 15.7×1015 nm2/mL was derived by using the formula 4πr2×C to represent GNPs’ total surface area. All colloidal suspensions labeled B had a total surface area of 3.52×1015 nm2/mL. Percent glycation was determined on the basis of the UV reading of each sample relative to that of the control solution set at 100%.
Abbreviations: UV, ultraviolet; BSA, bovine serum albumin; GNP, gold nanoparticles; r, radius.

The choice of particle size in this study was based on the observation that precipitation of GNPs routinely occurred when the glycation of BSA was performed in the presence of colloidal suspensions with diameters exceeding 20 nm. Smaller diameter particles of sizes 2 nm, 5 nm, and 20 nm exhibited no such effects and were thus included in this study to further evaluate their inhibitory effect on the formation of AGEs.

Preparation of blank and control solutions

Blank solutions included BSA alone (35 mg/mL), D-ribose alone (20 mM), or BSA (35 mg/mL) with the different size GNPs in 0.1 M phosphate buffer, pH 7.2. Control solutions were adjusted to contain BSA and D-ribose with final concentrations of 35 mg/mL and 20 mM, respectively.

Analysis of samples

Unless otherwise indicated, all reaction mixtures including the control and blank solutions were prepared in triplicate and incubated under sterile conditions at 37°C in a shaking water bath for 21 days. Aliquots were drawn from the reaction mixture at 0, 3, 7, 14 and 21 days of incubation. Samples were then stored at −20°C until analysis. Analysis of the mixtures was performed on samples that were thawed, centrifuged, and purified by C4 ZipTip pipettes, EMD Millipore Co. (Billerica, MA, USA).

A period of 21 days of incubation was selected for this study because preliminary experiments had demonstrated the formation of AGEs of BSA with D-ribose using the conditions described.

Detection of glycated products by UV–Vis spectrometry

UV–Vis experiments were performed with an UltroSpec 2100 instrument (Biochrom Ltd, Cambridge, UK) according to the method of Dutta and Seneviratne.31,32 Briefly, the analysis was carried out at wavelengths ranging from 250 to 400 nm in a thermostatically controlled cuvette holder set at 25°C±1°C. Prior to analysis, each specimen was diluted 50-fold to yield a UV absorption reading of less than 1.

Circular dichroism experiments

Circular dichroism (CD) analysis was performed with a Jasco J-720 spectropolarimeter (Tokyo, Japan) using quartz cuvettes with 1 mm path length. Interpretation of results was performed by the Jasco’s Spectra Manager software. Prior to spectral acquisition, the concentration of BSA in each sample was adjusted to 0.5 mg/mL in 0.1 M phosphate buffer, pH 7.2. CD spectral signatures for each sample were obtained in the far ultraviolet region (190–250 nm) by taking the average of ten consecutive scans. The bandwidth in each case was adjusted to 1 nm.

High performance liquid chromatography experiments

Each HPLC run was performed in triplicate using a Hewlett Packard 1050 system (Waldbronn, Germany) that included a low-pressure gradient pump, a four-channel degasser, a sequential auto sampler and a programmable fluorescence detector (HP 1046A). The HPLC equipment was operated with the ChemStation software from Agilent Technologies (Santa Clara, CA, USA). All AGE species were separated on a Shodex (New York, NY, USA) RSpak C18 reverse phase HPLC column (5 μm×4.6 mm×150 mm) with a 415 Å pore size. Mobile phase A consisted of 0.1% trifluoroacetic acid (TFA) and 1% acetonitrile in water. Mobile phase B included 0.1% TFA and 95% acetonitrile in water. A linear gradient from 20% to 60% of mobile phase B was applied at a constant flow rate of 1.0 mL/min over 25 minutes. Fluorescence measurements for monitoring glycated products were performed at excitation and emission wavelengths of 340 nm and 420 nm, respectively. The above excitation and emission values allowed optimal detection of AGEs. Prior to analysis, all solvents were degassed and sonicated for 15 minutes and all samples were filtered by a 0.22 μm membrane.

Matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry

Unless otherwise indicated, each sample destined for mass spectrometric analysis was purified with a C4 ZipTip. Mass spectrometric readings were performed on incubation mixtures (0.6 μL) spotted onto stainless steel sample plates. Analysis of m/z ratios was performed on a Bruker Autoflex MALDI–TOF spectrometer (Bruker Daltonics, Billerica, MA, USA) in linear TOF mode with a 550 ns delay. All spectra represented the sum of 500 single laser shots randomized over ten positions localized on the same spot (500/50). Mass spectrometric data was evaluated with Bruker’s (Billerica, MA, USA) FlexAnalysis and ClinProTools software. For spotting purposes, protein samples were mixed in a 50% aqueous acetonitrile solution (0.6 μL) saturated with sinapinic acid and containing 0.05% TFA.

Analysis of data by UV, CD, HPLC, and MALDI-TOF

All UV, CD, HPLC, and MALDI-TOF experiments were performed in triplicate and compared with their respective control solution.


UV–Vis spectroscopy studies showed that there were increases in the UV absorption of all incubation mixtures that contained BSA and D-ribose regardless of whether GNPs were included in the reaction mixtures. Blank solutions containing BSA alone or D-ribose alone yielded no increases in UV readings. Figures 1A and B show UV–Vis absorption profiles for each reaction mixture at wavelengths ranging from 250 nm to 390 nm. All samples yielded a prominent UV absorption at around 280 nm, which was attributed to the formation of AGEs and their aromatic ring structures.33

Figure 1 UV absorbance spectral profiles of incubation mixtures containing 35 mg/mL BSA and 20 mM D-ribose incubated with GNPs of different sizes (2 nm, 5 nm, and 20 nm) at 37°C for 21 days.
Notes: (A) All incubation mixtures had GNPs of varied total surface area. (B) All incubation mixtures had colloidal suspensions of the same total surface area. In both A and B, the control solutions included BSA (35 mg/mL) with D-ribose (20 mM) only. Spectral readings ranged from 250 nm to 400 nm and glycation products absorbed maximally at around 280 nm. Repeat experiments yielded similar UV absorption profiles for each of the incubation mixtures.
Abbreviations: UV, ultraviolet; BSA, bovine serum albumin; GNP, gold nanoparticles; TS, total surface area.

Figure 2A and B display the time course UV absorption profiles of all colloidal suspensions. The UV profiles show three important findings: 1) that UV intensities increased over time, 2) that UV absorption readings were highest in samples that contained no GNPs but only BSA and D-ribose, and 3) that the extent inhibition of glycation was relatable to the colloidal suspension’s total surface area. The increase in UV absorption from day 0 to day 21 was not surprising as previous studies in our lab and those of others have demonstrated that glycation is a time-dependent process.1315,21,22

Figure 2 UV absorbance time course profiles of reaction mixtures containing 35 mg/mL BSA and 20 mM D-ribose with GNPs of different sizes (2 nm, 5 nm, and 20 nm) incubated at 37°C. (A) Incubation mixtures had colloidal suspensions of varied total surface area. (B) Incubation mixtures had GNPs of the same total surface area.
Notes: Aliquots (1 mL) from each sample were collected at different intervals (0, 3, 7, 14, and 21 days) and their UV intensities were measured in quartz cuvettes at 280 nm. All data points represent the average of triplicate measurements with the bars at each point representing the respective standard deviation.
Abbreviations: UV, ultraviolet; BSA, bovine serum albumin; GNP, gold nanoparticles; TS, total surface area.

Table 1 shows the percent glycation of BSA with GNPs of similar and variable total surface areas relative to controls that contained no GNPs and whose glycation levels were set at 100%. The data demonstrates that glycation was most inhibited in colloidal suspensions that had the highest total surface area (% glycation =39.3%) and were least inhibited in those whose total surface area was lowest (% glycation =70.1%). Additional results showed that so long as the total surface areas were set the same, glycation levels remained similar in all GNP treated incubation mixtures (see Table 1, Figures 1B and 2B).

To evaluate the effect of the colloidal suspensions on the conformational change of glycated BSA, CD scans were performed at the far UV region31,34 on reaction mixtures containing 1) the protein and D-ribose incubated with GNPs, 2) the protein and D-ribose incubated without GNPs (control solution), and 3) on solutions containing BSA alone or BSA with GNPs (blank solutions). Figure 3A and B show the respective CD spectral profiles of mixtures A and B after 21 days of incubation at 37°C. As expected, native BSA alone yielded a CD spectrum with well-defined α-helical features showing two prominent dips, one at 208 nm and the other at 222 nm.34 The CD spectral profiles of mixtures containing BSA with D-ribose alone displayed similar features as that of BSA, but with less pronounced dips at 208 nm and 222 nm. This result was not surprising since some loss in the α-helical structure of the protein was expected to occur due to nonenzymatic modification of BSA by D-ribose.14,34

Figure 3 CD spectral profiles of respective reaction mixtures containing 35 mg/mL BSA and 20 mM D-ribose with GNPs of different sizes (2 nm, 5 nm, and 20 nm) after 21 days of incubation. (A) Incubation mixtures had colloidal suspensions of varied total surface area. (B) Incubation mixtures had GNPs of the same total surface area.
Notes: Included in the graphs are also the blank and the control solutions with the former containing BSA alone, and the latter containing BSA and D-ribose only. Repeat experiments confirmed the reproducibility of the CD spectral profiles for each of the incubation mixtures.
Abbreviations: CD, Circular dichroism; BSA, bovine serum albumin; GNP, gold nanoparticles; TS, total surface area.

The CD spectra in Figure 3A again demonstrated that GNPs had an inhibitory effect on glycation and this inhibitory effect was modulated by the colloidal suspensions’ total surface areas. In the presence of colloidal suspensions, the secondary structure of the protein was most stabilized with GNPs exhibiting the highest surface area and least stabilized when GNPs of lowest total surface area were added. In Figure 3B, the most striking finding was the observation that in incubation mixtures that had GNPs of the same total surface area, CD spectral profiles were relatively similar. This result, once again, suggested that so long as the total surface areas of the GNPs were maintained similar, the inhibition of BSA’s glycation remained the same. To quantify the extent of BSA’s glycation in the presence and absence of GNPs, we next focused on the analysis of the incubations mixtures by HPLC.

Figure 4 displays the HPLC elution profiles of the control incubation mixture and the colloidal suspensions in the A labeled incubations. Peak 1 and peak 2 in each of the profiles represent the fluorescent AGE products of BSA detectable at excitation and emission wavelengths of 360 nm and 420 nm, respectively.33,35 Repeat HPLC analysis showed that these peaks occurred routinely in all mixtures designated A and B. Peak 1 had a retention time of 2.25 minutes and peak 2 had a retention time of 15.87 min. HPLC elution profile of the blank solution containing BSA alone yielded no fluorescence peaks.

Figure 4 HPLC elution profiles of fluorescent AGE products in control solution and in the reaction mixtures containing GNPs after 21 days of incubation at 37°C.
Notes: All reaction mixtures except for the control solution contained BSA (35 mg/mL), D-ribose (20 mM), and GNPs of various total surface area. Control solution contained BSA (35 mg/mL) with D-ribose (20 mM) only. Repeat experiments confirmed the reproducibility of the HPLC elution profiles for each of the incubation mixtures with AGE products appearing each time at retention times of 2.25 and 15.87 minutes. Under equivalent elution conditions, the blank solution containing BSA alone yielded no fluorescence absorbing AGE peaks demonstrating that for glycation to occur both protein and sugar were required (data not shown).
Abbreviations: HPLC, high performance liquid chromatography; AGE, advanced glycation end products; BSA, bovine serum albumin; GNP, gold nanoparticles; TS, total surface area.

Table 2 shows the integrated areas under peak 1 and peak 2 for every incubation mixture. Analysis of the data demonstrates that glycation products were, once again, most pronounced in the controls that contained only BSA and D-ribose. HPLC elution profile of the control solution yielded two AGEs peaks with a total peak area of 646.81. In contrast, the formation of AGEs was less pronounced in mixtures treated with colloidal suspensions. In each case where colloidal suspensions were included, the amount of glycated products were found to be relatable to the GNP’s total surface area. Suspensions that had particles of the highest surface area yielded the lowest levels of glycation (total AGE peak area =358.45), whereas those with the lowest surface area exhibited the highest levels of AGE products (total AGE peak area =480.1). Next, focus was placed on MALDI-TOF mass spectrometric studies to compare the mass shift in nonglycated BSA versus BSA in the colloidal suspensions labeled A and B.

Table 2 The physical characteristics of the GNP colloidal suspensions and the AGE analysis of incubation mixtures labeled A and B by HPLC
Abbreviations: GNP, gold nanoparticles; HPLC, high performance liquid chromatography; AGE, advanced glycation end products; BSA, bovine serum albumin.

Figure 5 shows the MALDI-TOF mass spectral profiles of BSA in 1) the blank solution containing BSA alone, 2) the control solution containing BSA and D-ribose, and 3) the suspensions designated as the A mixtures. The increase in the mass of BSA after its glycation by D-ribose was due to the condensation of the sugar molecules with the protein during the glycation process.36

Figure 5 MALDI-TOF mass spectral profiles of incubation mixtures containing GNPs, and of the control and blank solutions.
Notes: Each reaction mixture contained BSA (35 mg/mL) and D-ribose (20 mM) in the presence of a GNP suspension of specific size ranging from 2 nm to 20 nm. Control solution had no GNPs but contained BSA (35 mg/mL) and D-ribose (20 mM) only. Blank solution contained no GNPs and no D-ribose but contained BSA (35 mg/mL) alone. Repeat experiments confirmed the reproducibility of the MALDI-TOF mass spectral profiles for every incubation mixture. Each of the peaks in the above MALDI-TOF profiles represents doubly charged BSA (z=2).
Abbreviations: MALDI-TOF, matrix-assisted laser desorption/ionization time-of-flight; GNP, gold nanoparticles; BSA, bovine serum albumin.

Table 3 summarizes the shift in the m/z values and the number of D-ribose adducts on BSA in mixtures A and B by a MALDI-TOF method described previously.36 Analysis of the data confirmed the HPLC results and shows that the most pronounced shifts in the m/z of the BSA peak occurred in the control solution that contained only BSA and D-ribose. Native BSA exhibited an m/z peak of 33,090 whereas that of the control yielded an m/z=39,290. This difference in the m/z values represented the condensation of 83 sugar residues to the protein (see Table 3). In the case of the colloidal mixtures, the changes in the m/z values were less pronounced indicating the inhibitory effects of GNPs on the glycation of BSA by D-ribose. The MALDI-TOF data also shows that the GNP mixture with the highest surface area yielded the lowest glycation, generating a protein peak with an m/z =36,980. Relative to native BSA, this represented the condensation of 52 D-ribose molecules to the protein. In contrast, the GNP suspension with the lowest surface area yielded a BSA peak with an m/z =37,790 which represented the condensation of 63 D-ribose molecules to the protein. Confirming the HPLC results was also the observation that in colloidal suspensions that had the same total surface areas, the number of D-ribose addicts in each solution was similar.

Table 3 The physical characteristics of the GNP colloidal and the MALDI-TOF analysis of m/z value in each of the samples labeled A and B
Abbreviations: GNP, gold nanoparticles; MALDI-TOF, matrix-assisted laser desorption/ionization time-of-flight; BSA, bovine serum albumin.


Previous studies have demonstrated that proteins can spontaneously conjugate with gold atoms on nanoparticles to yield homogeneous suspensions.37,38 In the case of human and bovine albumin, this conjugation has been proposed to occur through the proteins’ cysteine and lysine residues,38,39 with the lysine residues also serving as the major sites of glycation.40 Although the mechanism for the conjugation of these amino acids to GNPs remains unclear, to date, two mechanisms, one for cysteine 39 and one for lysine,38,41 have been proposed. The interaction between cysteine residues and GNPs has been speculated to ensue through ligand exchange reactions, whereas those with lysine are suggested to depend on electrostatic forces.38,39,41 The electrostatic forces between lysine and GNPs are suggested to occur from ionic bridges formed between the positively charged lysine residues on the protein and the negatively charged citrate on GNPs, which generate a carboxylate-ammonium type of salt.3739 The combined interactions of cysteine and lysine residues are believed to contribute to the GNPs stability and prevent the GNPs from precipitating out of solution.37,38 In the case of lysine, its binding with GNPs is also suggested to mask its positive charges, preventing the protein from participating in glycation reactions.9,10

In summary, our results demonstrate that the addition of GNPs to BSA and D-ribose reduced the formation of AGEs and appeared to inhibit the glycation process. Particle size and particle concentration allowed variations in the total surface area of the colloidal suspensions influencing the extent modification of BSA with D-ribose. For example, the observation was made that colloidal suspensions of highest total surface area yielded the lowest levels of glycation, whereas those with the lowest total surface area least inhibited the formation of AGEs. Combined with these observations was also the finding that colloidal suspensions of the same total surface areas caused similar levels of glycation in incubation mixtures containing BSA and D-ribose with GNPs.

The correction between total surface area and the extent of glycation inhibition by GNPs is speculated to be related to the amount of binding sites on the surface of GNPs. As the GNPs in this study were coated with citrate, and as the binding of lysine to GNPs has been reported to occur through the formation of salt bridges,38,39 one would anticipate that GNPs with higher total surface area provided more negatively charged sites for the binding of BSA’s positively charged lysine residues. Henceforth, with lysine residues serving as the major glycation sites for the protein, this latter phenomenon may have contributed to the variation in the levels of AGE as they relate to GNP’s total surface area.

Considering that the in vivo formation of AGEs plays a significant role in the pathophysiology of diabetes, there has been an ongoing effort to seek agents that inhibit the glycation process.4244 As GNPs can be used in vivo and can be readily prepared, a deeper understanding of their antiglycation potential may lead to novel therapeutic approaches for treating diseases whose complications relate to the formation of AGEs.


This research was made possible by the assistance of the Research and Bioinformatics Core Facilities supported jointly by NCRR/NIH Grant # P20 RR016457 and the Network institution.


The authors of this manuscript would like to assure that this research is original and does not create any conflicts of interest.



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