The formation of LV+HPCD or LV+HPolS complexes is advantageous in enhancing solubility and extending the duration of LV's therapeutic action. However, cyclodextrins (CDs) can partially shield LV's binding sites on HSA. To achieve more significant enhancements in LV's pharmacodynamic and pharmacokinetic attributes, in this work we developed new drug delivery system based on the HSA grafted with monomeric or polymeric HPCD.
For synthesis of the conjugates with HSA (HSA grafted by CDs), we used 2-hydroxypropyl-β-cyclodextrin (HPCD) since this substance is able to form quite stable inclusion complexes by the «guest-host» mechanism with LV (K
a (LV+HPCD) = (1.0 ± 0.3) × 10
3 M
−1) [
14]. The formation of HPCD+LV non-covalent complex affect the physico-chemical parameters of the drug [
12]. Previously, we have shown that the polymers based on CDs provide more significant effect on LV’s biopharmaceutical properties, enhance its antibacterial properties, solubility and bioavailability. So, we used a polymer based on HPCD (the polymer - HPolS) which shows a number of improved properties, such as higher association constant K
a (LV+HPolS) = (1.0 ± 0.1) × 10
6 M
−1, prolonged action and increasing the antibacterial activity. Polymer synthesis was carried out according to our previous article [
15], succinic anhydride was used as a linker, since it is a biocompatible bifunctional crosslinking agent. The hydrodynamic diameter of polymer nanoparticles is 200 nm and the ζ-potential is -0.6 mV (
Table 1).
Table 1.
Physicochemical properties of non-covalent complexes of LV and CDs.
Table 1.
Physicochemical properties of non-covalent complexes of LV and CDs.
| Parameter |
HPCD |
HPolS |
| ζ-potential, mV |
0 |
-0.6± 0.02 |
| Hydrodynamic radius, nm |
0.15 |
200± 20 |
|
Ka with LV, M−1
|
(1.0 ± 0.3) × 103
|
(1.0 ± 0.1) × 106
|
3.1. Synthesis of HAS grafted by monomeric and polymeric HPCD
The synthesis of HSA conjugates with HPCD or HPolS initiated by the activation of the hydroxyl group in the ligand using carbonyl diimidazole (CDI) (
Figure 1). CDI forms highly reactive imidazolyl–carbamate intermediates upon reaction with alcohols. The imidazolyl–carbamate group is highly electrophilic and readily undergoes nucleophilic attack by a variety of nucleophiles, including amines, thiols, and carboxylic acids, leading to the formation of amides, thioesters, and esters with high yields [
19,
20,
21]. In the second stage, the HSA was added, which reacted with the activated ligand due to the high content of lysine residues. As a result, conjugates with a covalent urethane bond were obtained (HSA-HPCD)
conj and (HSA-HPolS)
conj, the formation of which was monitored using FTIR.
Figure 1.
The scheme of conjugates’ synthesis of 2-hydroxypropyl-β-cyclodextrin (HPCD) or polymer based on HPCD (HPolS) with human serum albumin (HSA), PBS, pH = 7.4, T = 22℃.
Figure 1.
The scheme of conjugates’ synthesis of 2-hydroxypropyl-β-cyclodextrin (HPCD) or polymer based on HPCD (HPolS) with human serum albumin (HSA), PBS, pH = 7.4, T = 22℃.
To improve the biopharmaceutical characteristics of the LV, in this study we synthesized conjugates of the LV with HSA with a high degree of drug’s inclusion. Two types of HSA conjugates with LV were obtained: with a covalent and non-covalent bond between the protein and the drug molecule. In the first case, a covalent bond was formed between the carboxyl group of LV and the amino group of lysine residues of the protein (
Figure 2a). To do this, at the first stage, activation of the carboxyl group was carried out using Woodward reagent (WRK), which is an isoxazolium salt that causes a specific and rapid modification of carboxylic groups in various molecules [
22]. Initially, this reagent was developed for the synthesis of peptides [
23], now it is used to activate carboxyl groups in various compounds [
24]. At the next stage, a HSA's solution was added to the activated LV molecule, resulting in an amide bond between the protein and LV.
Upon the reaction LV with WRK, a novel absorption peak emerged in UV spectrum around 345 nm. This spectral feature may serve as an indication of the formation of a stable enol ester bond, resulting from the modification of LV's carboxylate group by WRK [
25,
26]. Remarkably, this peak exhibited substantial augmentation within the initial twenty minutes of the experiment. However, beyond the 20-minute mark, no significant changes were observed in this band. So, the conjugation reaction was completed. Our scrutiny of the UV spectra over a 2-h period unveiled a gradual diminishment of the 290 nm band (assigned to WRK), indicative to the hydrolysis of WRK [
27].
As the second system, non-covalent LV complexes were obtained with the conjugates HSA-HPCD
conj and HSA-HPolS
conj described above (
Figure 2b). Сyclodextrins are able to form inclusion complexes with large binding constants ~10
4—10
6 М
-1[
28,
29] non-covalent complexes with an antibacterial molecule. One may expect that the formation of non-covalent complexes between LV and (HSA-HPCD)
conj or (HSA-HPolS)
conj (
Figure 2b) would exhibit high binding affinities. The binding constants for these systems were subsequently calculated through fluorescence spectroscopy analysis and are thoroughly discussed in the next section.
Figure 2.
(a) The scheme of conjugates’ synthesis levofloxacin (LV) with HSA; (b) The scheme of synthesis of non-covalent complexes LV with conjugates, PBS, pH = 7.4, T = 22℃.
Figure 2.
(a) The scheme of conjugates’ synthesis levofloxacin (LV) with HSA; (b) The scheme of synthesis of non-covalent complexes LV with conjugates, PBS, pH = 7.4, T = 22℃.
3.2. FTIR and structure features of synthesized molecules
Figure 3ab provides a visualization of the FTIR spectra for the conjugates HSA–HPols, HSA–HPCD in comparison with free HSA, HPCD, and HPolS. The cross-linking between HSA and HPolS or HPCD involves the formation of carbamate (urethane) bonds. These bonds appeared between Lysine (Lys) residues in HSA and hydroxyl groups within the CDs activated using CDI.
Figure 3.
(a) The FTIR spectra of HSA, (HSA–HPCD)conj, HPCD, CHSA = 0.1 mM, CHPCD = 1.5 mM H2O, pH 7.0, 22℃ (b) The FTIR spectra of HSA, (HSA–HPolS)conj, HPolS, CHSA = 0.1 mM, CHPolS = 1.5 mM H2O, pH 7.0, 22℃.
Figure 3.
(a) The FTIR spectra of HSA, (HSA–HPCD)conj, HPCD, CHSA = 0.1 mM, CHPCD = 1.5 mM H2O, pH 7.0, 22℃ (b) The FTIR spectra of HSA, (HSA–HPolS)conj, HPolS, CHSA = 0.1 mM, CHPolS = 1.5 mM H2O, pH 7.0, 22℃.
Notably, carbamate bonds manifest distinctive peaks in the FTIR spectra, specifically the C–N and C–O stretching modes, observed at 1076 cm
–1 and 1024 cm
–1, respectively. Additionally, the presence of a shoulder peak at 1069 cm
–1 is likely attributed to the second C–N stretching mode. Furthermore, carbamate bonds are anticipated to exhibit characteristic vibration modes at 1645 cm
–1 and 1600 cm
–1, specifically related to N–H rocking [
30,
31,
32].
Upon examination of the FTIR spectra for HSA–HPCD and HSA–HPolS, the emergence of novel peaks indicative of carbamate bonds suggests the formation of covalent bonds between Lysine (Lys) residues within HSA and hydroxyl groups present in the CDs during the synthesis process. In the FTIR spectra of the conjugates, we also observe distinctive peaks related to bonds within HSA. Specifically, the amide I band (1600–1700 cm
–1) represents oscillations involving ν(C=O) (~80%) and ν(C–N) (~15%). Additionally, the amide II bands (1500–1600 cm
–1) correspond to δ(N–H) (~60%), ν(C–N) (~20%), and (C–C) (~10%)[
33,
34,
35]. Furthermore, bands characteristic of oligosaccharides are evident in the conjugates. We noted the most intense absorption bands in the 1100–1000 cm
−1 range, corresponding to C–O–C glycoside bonds[
36]. The formation the conjugate of HSA–HPolS leads to the appearance of bands at 1717 cm
−1 and 1226 cm
−1, signifying the presence of C=O in carboxylic and ester groups, and C−O−C in ester groups, respectively[
37].
The secondary structure of proteins is intricately linked to their biological functionality, a critical factor when proteins are employed as carriers for therapeutic drugs. The preservation of a protein's biological activity is of paramount importance, particularly in the context of drug delivery, as it dictates the protein's ability to interact with its intended targets. Previous studies have extensively documented alterations in the secondary structure of albumin as a consequence of complexation with various drugs [
33,
38,
39,
40,
41,
42,
43,
44]. In this research, we harnessed the power of FTIR spectroscopy to meticulously scrutinize these structural changes in albumin stemming from the creation of HSA conjugates with either HPCD or HPolS. Our specific focus was channeled towards the examination of the Amide I and Amide II bands within the FTIR spectra, known for their heightened sensitivity to variations in the protein's secondary structure.
By deconvolution techniques of the Amide I band, we extracted quantitative insights into the shifts in α-helixes, β-structures, and random coils, shedding light on the nuanced alterations within HSA's secondary structure (
Figure 4a). Our findings revealed that the covalent binding between Lys residues in HSA and hydroxyl groups in CD tori (the formation of (HSA−HPCD)conj or (HSA−HPolS)conj did not induce significant structural deviations in HSA (
Table 2). This observation negates the likelihood of aggregation events. The primary deviation detected was a minor increment in the content of random coil in HSA's secondary structure. The same results we obtained through the analysis of CD-spectra of HSA, (HSA−HPCD)conj, and (HSA−HPolS)conj (
Figure 4b)
Figure 4.
(a) The deconvolution of HSA FTIR spectra, CHSA = 0.06 mM, the simulated spectra demonstrated in the dashed pink line, pH 7.4; (b) CD spectrum of HSA, CHSA = 0.02 mM, pH 7.4.
Figure 4.
(a) The deconvolution of HSA FTIR spectra, CHSA = 0.06 mM, the simulated spectra demonstrated in the dashed pink line, pH 7.4; (b) CD spectrum of HSA, CHSA = 0.02 mM, pH 7.4.
Table 2.
The content of secondary structures in HSA (from FTIR data): CHSA = 0.06 mM, pH 7.4, SD (n = 3).
Table 2.
The content of secondary structures in HSA (from FTIR data): CHSA = 0.06 mM, pH 7.4, SD (n = 3).
| |
α-Helix |
β-Structures |
Random |
| HSA |
64 ± 2% |
19 ± 1% |
17 ± 1% |
| (HSA–HPCD)conj
|
56 ± 2% |
20 ± 1% |
24 ± 1% |
| HSA–(HPolS)conj
|
54 ± 2% |
20 ± 1% |
26 ± 1% |
Vigilantly monitoring the secondary structure of proteins within drug delivery systems is of utmost importance, as it influences protein stability, drug loading and release, biocompatibility, functionality, quality control, formulation optimization, and overall safety and efficacy.
In the second systems where we aimed to form the conjugate of HSA and LV, we observed a noteworthy increase in the intensity of the amide I and amide II bands. This observation suggests that we successfully formed amide bonds between Lys residues within HSA and the carboxylic group of the LV in the conjugates
Figure 5.
Figure 5.
The FTIR spectra of HSA, CHSA = 0.02 mM, (HSA–LV)conj1 : 10 CHSA = 0.02 mM, (HSA–LV)conj1 : 5 CHSA = 0.02 mM, PBS, pH 7.4, 22℃.
Figure 5.
The FTIR spectra of HSA, CHSA = 0.02 mM, (HSA–LV)conj1 : 10 CHSA = 0.02 mM, (HSA–LV)conj1 : 5 CHSA = 0.02 mM, PBS, pH 7.4, 22℃.
The reaction yield, as measured by HPCD/HPolS, denotes the percentage of HPCD tori in the (HSA-HPCD)
conj or (HSA-HPolS)
conj particles relative to the amount employed during the synthesis. HPCD's content was quantified using FTIR spectroscopy, with the intensity of the 1047 cm
−1 absorption band corresponding to the oscillation of the C-O-C bond of the CD. In the case of (HSA−LV)
conj, the reaction yield was determined by LV. LV's content was ascertained through FTIR spectroscopy, with the intensity of the 1490 cm
−1 absorption band corresponding to the oscillation of the C−C
aromatic bonds of LV. Based on the analysis of the HSA conjugates using FTIR, it was found that the entire ligands (HPCD, HPolS or LV) were sewn to the protein globule during the synthesis reaction (
Table 3).
Table 3.
Physicochemical properties of conjugates of HSA and LV or CDs.
Table 3.
Physicochemical properties of conjugates of HSA and LV or CDs.
| Parameter |
(HSA−LV)conj1:5 |
(HSA−LV)conj1:10 |
(HSA−HPCD)conj
|
(HSA−HPolS)conj
|
| Molecular weight, kDa |
66.8 |
68.6 |
88.1 |
80.1 |
| LV ,% (w/w) |
2.7% |
5.4% |
− |
− |
| Molar ratio1
|
1 : 5 |
1 : 10 |
1 : 15 |
1 : 10 |
3.3. Fluorescence Spectroscopy
For further elucidation the molecular details it is important to understand how CDs carriers would affect the binding of chemical fragments of LV with HSA. Moreover, we were interested in how covalent bound HPCD and HPolS to HSA would alter the thermodynamic parameters of HSA’s interactions with LV.
Fluorescence is a valuable approach to studying the interaction Trp-214 of HSA with different molecule types since the fluorescence of Trp residues is sensitive to the protein's microenvironment. The intrinsic fluorescence quenching measurement of proteins is widely used to elucidate the mechanism of their interaction with ligands or drug molecules [
45,
46,
47]. The interaction between LV and HSA is well described before [
18,
48,
49]. In our previous works, we studied ternary systems where the drug is the included in the complex with monomeric or polymeric CDs [
16,
29,
50,
51]. Here we studied the interactions of levofloxacin (LV) with HSA grafted with cyclodextrins (CDs) or CD polymers (CDPols).
3.3.1. Impact of HPCD, HPolS, and Conjugate Formation on the Fluorescence Spectra of HSA and LV
We investigated the interaction between LV and HSA, LV+HPCD and HSA, LV+HPolS and HSA, LV and (HSA-grafted -HPCD)
conj, and LV and (HSA-grafted-HPolS)
conj using fluorescence spectroscopy. At an excitation wavelength of 280 nm, LV and HSA demonstrated distinct emission peaks at 456 and 340 nm, respectively (
Figure 6a). HPCD and HPolS had no signal under present conditions.
Figure 6.
(a) Emission spectra of HSA (dark purple), (HSA–LV)conj1 : 5(pink), (HSA–HPCD)conj(light purple), (HSA–HPolS)conj(green),λex = 280 nm, CHSA = 0.03 mM, 37 °C, PBS, pH 7.4; (b) Fluorescence quenching of (HSA–HPCD)conj by LV, λex = 280 nm, CHSA = 0.03 mM, 37 °C, PBS, pH 7.4.
Figure 6.
(a) Emission spectra of HSA (dark purple), (HSA–LV)conj1 : 5(pink), (HSA–HPCD)conj(light purple), (HSA–HPolS)conj(green),λex = 280 nm, CHSA = 0.03 mM, 37 °C, PBS, pH 7.4; (b) Fluorescence quenching of (HSA–HPCD)conj by LV, λex = 280 nm, CHSA = 0.03 mM, 37 °C, PBS, pH 7.4.
In our previous studies we reported that the formation of complexes between LV and HPCD, as well as the encapsulation of LV in HPolS particles, led to a slight redshift of the emission maxima of the drug by 3-5 nm [
16]. This shift signifies an augmentation in the hydrophilic nature of the microenvironment surrounding the drug, concomitant with a modest increase in the intensity of LV's emission spectrum. Importantly, the presence of HPCD or HPolS, even in concentrations up to 100 mM, did not exert a significant influence on the fluorescence properties of HSA [
52].
The emission spectra of (HSA-HPCD)conj and the (HSA-HPolS)conj closely mirrored the emission profile of pure HSA (Figure 6a). This conformity suggests that this polysaccharide and oligosaccharide do not instigate substantial structural alterations or modifications in the fluorophores of HSA, thereby preserving its emission characteristics.
Most intriguingly, the formation of a conjugate between HSA and LV elicited profound spectral modifications. In particular, we noted a significant (2-fold) reduction in the intensity of HSA's emission spectra (depicted in the pink curve in Figure 6a) compared to HSA alone at an equivalent concentration level (as shown by the purple curve in Figure 6a). Astonishingly, the formation of HSA-LVconj resulted in the complete quenching of LV's emission (as indicated by the absence of the LV peak in the pink curve, contrasting with the red curve representing LV alone at the same concentration). These observations offer compelling evidence of an alteration in the microenvironment surrounding LV.
We have observed that an increase in the LV concentration in the presence of (HSA−HPCD)conj or (HSA−HPolS)conj leads to a reduction in protein fluorescence, indicating a change in the microenvironment of Trp214 and the formation of a complex between LV and albumin (Figures 5b and 6a).
It is worth noting that the position of the protein emission peak shifts towards longer wavelengths, and the magnitude of this shift becomes stronger with higher concentrations of the quencher (e.g., with a molar excess of LV equal to 5, the shift is approximately 20 nm). This suggests that the Trp214 residue experiences a less hydrophobic environment [
48,
49,
53].
The determination of Stern-Volmer constants for the interactions between LV and (HSA−HPCD)
conj or (HSA−HPolS)
conj provides valuable insights (
Figure 7b and
Table S1). The obtained data suggest that the fluorescence quenching is primarily of a static nature. In other words, the quenching of fluorescence is mostly due to the formation of stable complexes between LV and (HSA−HPCD)
conj or (HSA−HPolS)
conj.
Figure 7.
(a) The intensity of (HSA–HPCD)conj’s peak via the increase of the LV’s concentration, λex = 280 nm, CHSA = 0.03 mM, 25−37°C, PBS, pH 7.4; (b) Stern−Volmer dependences expressing the effect of (HSA–HPCD)conj quenching via binding LV, λex = 280 nm, CHSA = 0.03 mM, 25−37°C, PBS, pH 7.4.
Figure 7.
(a) The intensity of (HSA–HPCD)conj’s peak via the increase of the LV’s concentration, λex = 280 nm, CHSA = 0.03 mM, 25−37°C, PBS, pH 7.4; (b) Stern−Volmer dependences expressing the effect of (HSA–HPCD)conj quenching via binding LV, λex = 280 nm, CHSA = 0.03 mM, 25−37°C, PBS, pH 7.4.
Further investigation into the static quenching phenomenon under different conditions can yield important thermodynamic parameters. These parameters offer a deeper understanding of the energetics and stability of the complex formation and shed light on the intricacies of drug-protein interactions.
3.3.2. Thermodynamic Parameters and Mechanisms of the Complex Formation of HSA and LV
Given the static nature of fluorescence quenching at low concentrations of LV, equation (1) was modified into equation (2), enabling the determination of binding constants (Ka) and stoichiometric coefficients (n). A noticeable reduction in both binding constant (Ka) and n was observed upon temperature variation. To gain a more comprehensive understanding of the overall process of complex formation between the antibacterial drug LV and (HSA−CD)conj we proceeded to determine the associated thermodynamic parameters, as summarized in Table 3.
Consequently, the thermodynamic parameters Δ
H(enthalpy change), Δ
S(entropy change), and Δ
G (Gibbs free energy change) for the complexation reaction were determined using equations (3) - (5), and the outcomes are detailed in
Table 4. The primary forces driving the process of complex formation encompass the establishment of hydrogen bonds, electrostatic interactions, hydrophobic forces, and van der Waals interactions [
54]. These interactions can either positively or negatively impact the changes in enthalpy (Δ
H) and entropy (Δ
S) (as detailed in
Table 5) [
55,
56].
Table 4.
Thermodynamic parameters of the interaction of human serum albumin with levofloxacin, pH 7.4 (P = 0.95, n = 4, r = 0.999).
Table 4.
Thermodynamic parameters of the interaction of human serum albumin with levofloxacin, pH 7.4 (P = 0.95, n = 4, r = 0.999).
| |
T, K |
n |
Ka, 105 М−1
|
ΔG, kJ/mol |
ΔH, kJ/mol |
ΔS, J/mol/K |
| HSA+LV[29] |
298 |
1.34 ± 0.07 |
23.4 ± 0.5 |
−36.3 ± 0.1 |
−57.7 ± 0.8 |
−71 ± 2 |
| 302 |
1.33 ± 0.02 |
17.9 ± 0.3 |
−36.1 ± 0.1 |
| 306 |
1.32 ± 0.03 |
13.1 ± 0.4 |
−35.8 ± 0.1 |
| 310 |
1.33 ± 0.05 |
9.9 ± 0.2 |
−35.6 ± 0.1 |
| HSA+(LV+HPCD) [29] |
298 |
1.51 ± 0.08 |
110 ± 1.2 |
−40.1 ± 0.2 |
−217.6 ± 1.4 |
−596 ± 4 |
| 302 |
1.41 ± 0.04 |
34.0 ± 0.5 |
−37.7 ± 0.4 |
| 306 |
1.33 ± 0.03 |
12.6 ± 0.2 |
−35.7 ± 0.4 |
| 310 |
1.24 ± 0.03 |
3.5 ± 0.5 |
−32.9 ± 0.3 |
| (HSA+HPCD)conj+LV |
298 |
1.37 ± 0.01 |
17 ± 3 |
−35.6 ± 0.1 |
−187 ± 7 |
−510 ± 20 |
| 302 |
1.29 ± 0.02 |
6 ± 1 |
−33.5 ± 0.1 |
| 306 |
1.23 ± 0.02 |
2.7 ± 0.7 |
−31.8 ± 0.1 |
| 310 |
1.12 ± 0.01 |
0.9 ± 0.1 |
-29.4 ± 0.1 |
| (HSA+HPolS)conj+LV |
298 |
1.21 ± 0.05 |
3.3 ± 1.9 |
−31.48 ± 0.3 |
−149 ± 8 |
−400 ± 20 |
| 302 |
1.14 ± 0.05 |
1.4 ± 0.8 |
−29.73 ± 0.3 |
| 306 |
1.09 ± 0.02 |
0.68 ± 0.12 |
−28.33 ± 0.1 |
| 310 |
1.01 ± 0.04 |
0.31 ± 0.13 |
−26.68 ± 0.2 |
Table 5.
The expected contribution of various types of interactions to ΔH and ΔS[
55].
Table 5.
The expected contribution of various types of interactions to ΔH and ΔS[
55].
| The type of interaction |
ΔH
|
ΔS
|
| Hydrophobic Interactions. |
Positive |
Positive |
| Van der Waals Interactions. |
Negative |
Negative |
| Formation of Hydrogen Bonds in a medium with low dielectric constant. |
Negative |
Negative |
| Ionic Interactions (charge neutralization). |
Slightly negative or positive |
Positive |
| Protonation. |
Negative |
Negative |
HSA and LV Interactions
It was ascertained that the interaction between LV and HSA occurs spontaneously within the designated temperature range, as evidenced by the negative value of Δ
G. The observation of negative values for Δ
H and Δ
S in the HSA+LV system suggests that complex formation is primarily driven by van der Waals forces and the establishment of hydrogen bonds. This finding aligns with similar conclusions reported in other works [
18,
40,
48]. However, it is important to note that the Δ
H, Δ
S, and Δ
G values calculated in our study are the same order of the magnitude compared with the literature values for HSA and LV interactions (
Table 6).
Table 6.
Comparison of calculated and published thermodynamic parameters for the levofloxacin-human serum albumin system.
Table 6.
Comparison of calculated and published thermodynamic parameters for the levofloxacin-human serum albumin system.
| |
T, K |
n |
Ka, 105 М−1
|
ΔG, kJ/mol |
ΔH, kJ/mol |
ΔS, J/mol/K |
| present study |
310 |
1.33 ± 0.05 |
9.9 ± 0.2 |
−35.6 ± 0.1 |
−57.7 ± 0.8 |
−71 ± 2 |
| present study 1
|
298 |
1 |
0.6 ± 0.1 |
−27 ± 1 |
−38 ± 3 |
−37 ± 10 |
| |
|
|
|
|
|
|
| Zhang et al. 2[18] |
298 |
1.04 |
0.49 |
−27.0 |
−42.2 |
−62.6 |
| Zhang et al. 3 [18] |
|
|
|
−27.4 |
−54.7 |
−91.6 |
Some discrepancy can be attributed to the assumption made by Zhang et al. regarding a 1:1 stoichiometry of the complex formation (i.e.,
n = 1 in equation 2)[
18,
48]. This assumption led to underestimated values of
Ka and overestimated values of Δ
H, Δ
S, and Δ
G. Notably, if these parameters are calculated with the assumption of
n = 1, they fall within the range of literature values. Furthermore, Zhang L.W. et al. indicated that the values of Δ
H and Δ
S, derived from affinity capillary electrophoresis data, were significantly lower than those obtained through fluorescence spectroscopy, as displayed in
Table 6.
HSA and LV+CD Inclusion Complex Interactions
At 25℃, the binding constant (
Ka) for the ternary system involving HSA and LV+HPCD was 5-fold higher than that observed for the binary system of HSA and LV alone. This substantial increase indicates that the hydroxyl group within the HPCD substituent contributes additional hydrogen interactions with the albumin's surface, resulting in the stabilization of the HSA+(LV+HPCD) complex. Furthermore, the pronounced reduction in both Δ
H (by approximately 4 times) and Δ
S (by approximately 8.5 times) in comparison to the binary system underscores the heightened role of hydrogen interactions in the formation of the HSA+(LV+HPCD) complex (
Figure 8).
Figure 8.
a) The binding constants for HSA+LV, HSA+HPCD, (HSA–HPCD)conj+LV, (HSA–HPolS)conj+LVat 25 and 37 °C, PBS, pH 7.4; (b) The thermodynamic parameters for HSA+LV, HSA+HPCD, (HSA–HPCD)conj+LV, (HSA–HPolS)conj+LV, PBS, pH 7.4.
Figure 8.
a) The binding constants for HSA+LV, HSA+HPCD, (HSA–HPCD)conj+LV, (HSA–HPolS)conj+LVat 25 and 37 °C, PBS, pH 7.4; (b) The thermodynamic parameters for HSA+LV, HSA+HPCD, (HSA–HPCD)conj+LV, (HSA–HPolS)conj+LV, PBS, pH 7.4.
Similar to the interaction of free LV, the binding constant (Ka) decreased as the temperature rose when HSA interacted with the LV+HPCD complex. However, this effect was significantly more pronounced in the ternary system. In fact, as the temperature increased from 25 to 37℃, Ka decreased by 30 times. This outcome implies that the LV+HPCD, which possesses a larger molecular size compared to the free drug, is less capable of penetrating the hydrophobic binding pockets of HSA. Consequently, it predominantly interacts with the hydrophilic groups present on the albumin surface. Indeed, in the ternary system, the distance between the donor (HSA) and the fluorescence acceptor (LV+HPCD) increased in comparison to the binary system (Table S2).
(HSA−HPCD)conj and (HSA−HPolS)conj non-covalent Interactions with LV
In contrast to ternary systems HSA interacted with the LV+HPCD complex, for the conjugates HSA-HPCD or HPolS, the binding constants (Ka) of LV with HSA grafted with CD exhibited consistently lower values across the entire temperature range. Notably, the most significant changes were observed at 37℃.
For instance, in the case of (HSA−HPCD)conj+LV, the binding constant at 37℃ was determined to be (9 ± 1) × 104 M−1, which is ten-fold lower than that observed for the unmodified protein (Table 4). The covalent cross-linking of HSA with HPolS led to an even more pronounced reduction in the interaction constant. In the (HSA+HpolS)conj+LV system, Ka was measured at (3.1 ± 1.3) × 104 M−1, representing a 30-fold decrease compared to HSA+LV (Figure 8a and b).
Our explanation is that the toroidal structures of HPCD, anchored to the HSA surface, impede the penetration of LV into the hydrophobic binding sites of HSA, necessitating LV to predominantly interact with the modified HSA surface. Given the profusion of hydrophilic oligosaccharides adorning the HSA surface, the principal binding forces in these interactions are hydrogen bonds and van der Waals forces.
Notably, the enthalpy change (Δ
H) in the cases of (HSA−HPCD)
conj+LV and (HSA−HPolS)
conj+LV is diminished by factors of 3.2 and 2.5, respectively, relative to HSA+LV. Furthermore, there is a marked reduction in the entropy change (Δ
S) by factors of 7 and 5.5 for (HSA−HPCD)
conj+LV and (HSA−HPolS)
conj+LV, respectively, in comparison to HSA+LV (
Figure 8). These phenomena align with the characteristics of systems where the principal driving forces for complex formation are hydrogen bonds and van der Waals forces, as previously elucidated by [
55].
Of particular interest, the decline in both enthalpy change (ΔH) and entropy change (ΔS) for systems involving HSA's conjugates is not as pronounced as in the case where LV was encapsulated within the HPCD torus.
Thus, changes in enthalpy and entropy affect drug-protein interactions by influencing the spontaneity and strength of binding. A balance between these two factors determines whether an interaction is thermodynamically favorable. The surface modification of HSA results in a notable reduction in the binding constants. These findings provide valuable insights into the control and modulation of drug carrier properties.
3.4. Kinetics of Levofloxacin Release
To gain insights into the impact of complexation on drug release kinetics, we adopted the equilibrium dialysis method as a model system. This parameter is pivotal for assessing the potential for extended drug release. The formation of drug complexes with cyclodextrin (CD) carriers has been known to exert a nuanced influence on the release rate. For instance, earlier research on ciprofloxacin complexes with β-CD derivatives indicated that complexation correlated with a deceleration in drug release, aligning with the dissociation constants of these complexes [
57,
58].
Our initial focus was to examine the impact on the release rates within binary systems, encompassing non-covalent LV complexes with HPCD, HPolS, and HSA. As anticipated, the formation of the LV+HPCD or LV+HPolS complex led to decrease in the release rate by 10-20% compared to free LV (
Figure 9 and
Table 7). This behavior mirrors that of ciprofloxacin when encapsulated in a 3D-matrix system intertwined with covalent complexes of ciprofloxacin with methyl-β-CD via 1,6-hexamethylene diisocyanate [
50].
Figure 9.
(a) Free LV, LV complex with HPCD (HPCD+LV), LV complex with HpolS (HpolS+LV), and LV complex with HSA (HSA+LV) release curves;(b) HPCD+LV, HSA+LV, LV complex with (HSA−HPCD)conj, LV+HPCD complex with HSA; (c) HPolS+LV, HSA+LV, LV complex with (HSA−HPolS)conj, LV+HPolS complex with HSA, CHSA = 0.02 mM, 37 °C, PBS, pH 7.4. All data were obtained in three repetitions and calculated with errors.
Figure 9.
(a) Free LV, LV complex with HPCD (HPCD+LV), LV complex with HpolS (HpolS+LV), and LV complex with HSA (HSA+LV) release curves;(b) HPCD+LV, HSA+LV, LV complex with (HSA−HPCD)conj, LV+HPCD complex with HSA; (c) HPolS+LV, HSA+LV, LV complex with (HSA−HPolS)conj, LV+HPolS complex with HSA, CHSA = 0.02 mM, 37 °C, PBS, pH 7.4. All data were obtained in three repetitions and calculated with errors.
Table 7.
The release rate of LV or LV+CD carrier in the absence and presence of HSA, represented as slopes of the initial sections of the LV release curves (Figure 4), the relative changes in concentration per minute, pH 7.4, 37 °C.
Table 7.
The release rate of LV or LV+CD carrier in the absence and presence of HSA, represented as slopes of the initial sections of the LV release curves (Figure 4), the relative changes in concentration per minute, pH 7.4, 37 °C.
| |
The Presence of HSA |
LV |
LV+HPCD |
LV+HPolS |
| tg α1 |
− |
2,4 ± 0.2 |
2,2 ± 0.2 |
2,9 ± 0.2 |
| free |
2,1 ± 0.2 |
2,2 ± 0.2 |
2,9 ± 0.2 |
| conjugate 2
|
|
2,1 ± 0.2 |
2,7 ± 0.2 |
In the presence of HSA, a discernible reduction in the release of LV by 15%, was observed as compared to free LV. This reduction is in accordance with the (Kdis) values. Indeed, LV+HPCD exhibited a Kdis of (1.0 ± 0.3) × 10−3 M, while HSA+LV featured a substantially lower Kdis of (1.0 ± 0.1) × 10−6 M. Consequently, the binding of LV to HSA is notably stronger than its interaction with HPCD, resulting in a diminished release rate for LV in the presence of HSA.
Subsequently, we investigated the influence of ternary system formation on the release rate of LV. Apparently, in systems involving HPolS, we observed a notably higher release rate compared to HSA+LV. Both (HSA−HPolS)conj+LV and HSA+HPolS+LV exhibited nearly identical release rates, both approximately 30% higher than that of HSA+LV (Figure 9c). This phenomenon can be attributed to 30-fold lower binding constant for (HSA−HPolS)conj+LV compared to HSA+LV.
Interestingly, in systems featuring HPCD, the release rate closely paralleled that of the HSA+LV system, as depicted in the figure. This observation can be attributed to the relatively modest, approximately 10-fold difference in binding constants between (HSA−HPCD)conj+LV and HSA+LV, which is not as pronounced as the difference observed in systems with HPolS (Figure 9b).
3.5. Antibacterial Activity of Conjugates
Nanoparticles constructed from HSA have garnered significant attention due to the numerous advantages associated with HSA. These include biocompatibility, biodegradability, well-established tolerability in human subjects, non-toxic and non-immunogenic attributes, and remarkable stability in various environments [
6,
59,
60].
In this study, we investigate the impact of conjugates with HSA formatio on the antibacterial activity of LV. In the case of
Escherichia coli, Gram-negative bacteria all of the studied samples containing LV exhibited a notable reduction in the rate of bacterial growth after 20 h (
Figure 10a).
Figure 10.
Kinetic curves of the dependence of the optical absorbance at 600 nm (compared to control) at 37℃, correlating with the number of CFU, on the incubation time (0–72 h) for E. coli cells with antibacterial drugs CLV = 10 ng/ml (a) and CLV = 50 ng/ml (b) for B. subtilis cells, CLV = 10 ng/ml (c) and B. subtilis cells at CLV = 50 ng/ml , 37℃; (d). All data were obtained in three repetitions and calculated with errors.
Figure 10.
Kinetic curves of the dependence of the optical absorbance at 600 nm (compared to control) at 37℃, correlating with the number of CFU, on the incubation time (0–72 h) for E. coli cells with antibacterial drugs CLV = 10 ng/ml (a) and CLV = 50 ng/ml (b) for B. subtilis cells, CLV = 10 ng/ml (c) and B. subtilis cells at CLV = 50 ng/ml , 37℃; (d). All data were obtained in three repetitions and calculated with errors.
The most potent inhibitory effect was observed in the system featuring a non-covalent complex of LV with the HSA grafted with polymeric CD (HSA−HPolS)conj. These pronounced changes were particularly noticeable at LV concentration of 10 ng/ml. Remarkably, (HSA−HPolS)conj+LV at this concentration displayed 40% higher activity compared to free LV at the same concentration level. For monomeric CD (HSA−HPCD)conj+LV demonstrated a 30% increase in antibacterialm activity relative to free LV (
Figure 10ab).
Subsequent testing of the samples at a higher LV concentration (50 ng/ml) revealed significant inhibitory effects across all formulations (
Figure 11 and
Table 8). The covalent conjugate HAS with LV (HSA−LV 1:10)
conj and (HSA−LV 1:5)
conj displayed a marginal reduction in activity, comparable to that at 10 ng/ml LV system. This observation can be attributed to the reduced availability of free LV in the HSA−LV systems in comparison to other systems where LV was not covalently linked (
Figure 10b).
Table 8.
The number of colonies forming units (CFU) in the cells’ suspension with antibacterial agents (in all samples the LV concentration was maintained 50 ng/ml).
Table 8.
The number of colonies forming units (CFU) in the cells’ suspension with antibacterial agents (in all samples the LV concentration was maintained 50 ng/ml).
| Strain |
Time, h |
109 CFU1
|
| LV |
(HSA−HPCD)conj+LV |
(HSA−HPolS)conj+LV |
HSA−LV 1 : 5 |
HSA−LV 1 : 10 |
| E. coli |
24 |
1.6 ± 0.2 |
2.0 ± 0.2 |
0.2 ± 0.2 |
1.0 ± 0.1 |
1.1 ± 0.1 |
| 48 |
2.1 ± 0.2 |
2.3 ± 0.2 |
0.7 ± 0.1 |
1.7 ± 0.2 |
1.6 ± 0.1 |
| B. subtilis |
24 |
0.9 ± 0.1 |
0.4 ± 0.1 |
0.8 ± 0.1 |
0.45 ± 0.05 |
1.1 ± 0.1 |
| 48 |
1.0 ± 0.1 |
0.5 ± 0.1 |
0.9 ± 0.1 |
0.51 ± 0.05 |
1.2 ± 0.1 |
Figure 11.
The Petri dishes were seeded with a solution of Escherichia coli cells diluted 106 times. LV was added to one dish at a concentration of 50 ng/ml, and (HSA+HPolS)conj+LV was added to another dish at the same concentration. Incubation was carried out at 37°C for 24 hours.
Figure 11.
The Petri dishes were seeded with a solution of Escherichia coli cells diluted 106 times. LV was added to one dish at a concentration of 50 ng/ml, and (HSA+HPolS)conj+LV was added to another dish at the same concentration. Incubation was carried out at 37°C for 24 hours.
Further, we conducted similar experiments with Gram+ bacteria
Bacillus Subtilis, yielding intriguing results. Firstly, we noted that HSA−LV exhibited comparable activity to (HSA−HPolS)
conj+LV (
Figure 10cd), in contrast to the findings with
E. coli. This discrepancy is likely associated with the fact that
B. subtilis forms robust biofilms, hindering the penetration of LV into bacterial cells and thereby limiting its antibacterial properties [
61].
Within this context, the conjugation of LV with HSA serves as an antiadherent compound, potentially inhibiting the formation of biofilms. This, in turn, significantly contributes to the enhanced antibacterial activity of HSA−LV conjugates. Furthermore, in the case of B. subtilis, (HSA−HPCD)conj+LV emerges as the most effective drug carrier.
In the realm of antibacterial activity, the strategy of preventing biofilm formation on non-living surfaces has yielded varied outcomes [
64,
65,
66,
67]. Significantly, certain proteins have shown the ability to reduce bacterial biofilm formation on non-living surfaces, rendering these surfaces less hydrophobic [
64,
68,
69,
70]. Moreover, there is a wealth of information underscoring the advantageous influence of HSA in this context.
In addition to conjugates for antibacterial activity, conjugates with albumin are also promising for creating formulations for cytostatic drugs. So, the research of Kinoshita and colleagues has demonstrated the potential of HSA-doxorubicin conjugates in tumor treatment compared to free doxorubicin [
62], where tumor cells actively utilize endogenous HSA as a source of amino acids to support their rapid proliferation, facilitated by HSA receptors such as gp60 or SPARC [
63].