1. Introduction
Biosurfactants, which are primary or secondary metabolites produced by animals, plants, or microorganisms, feature an amphipathic structure. This gives them the dual potential as surfactants and emulsifiers, offering a more ecofriendly option than synthetic surfactants [
1], alongside with distinct biological activities [
2]. Over recent years, there has been intensive study and application of microbial biosurfactants, particularly glycolipids like rhamnolipids and sophorolipids (SLs). These compounds are now key components in formulations for agricultural, food, cleaning, cosmetic, and pharmaceutical products [
3,
4,
5].
SLs are glycolipids mainly produced by some yeast of
Candida and
Starmerella genera which, among the glycolipidic biosurfactants, have the greatest potential for industrial applications [
6]. SLs have garnered significant attention due to their surface-active properties, low toxicity, and biodegradability [
7]. These amphiphilic molecules are characterized by a hydrophilic sophorose sugar unit and a hydrophobic fatty acid tail [
7]. The unique interplay between their complex structural diversity and their versatile self-assembly behaviors under varying environmental conditions dictates their broad spectrum of applications, ranging from household cleaning to advanced biomedical and nanotechnological fields [
8].
The fundamental structure of a SL comprises a polar carbohydrate head group, specifically a sophorose unit, which is a glucose disaccharide linked via a β-1,2 bond, and a nonpolar fatty acid tail [
7]. The sophorose unit is covalently attached to the fatty acid chain through its 1′ hydroxyl group, typically at the penultimate (ω-1) or terminal (ω) carbon atom of the fatty acid chain [
9]. The fatty acid tails commonly range from 16 to 18 carbon atoms in length, although variations can occur depending on the carbon substrates used during production [
7]. SLs exist predominantly in two forms: acidic (open-ring) and lactonic (closed-ring). In the acidic form, the carboxylic end of the fatty acid tail is free. In contrast, the lactonic form has its carboxylic end internally esterified. The ratio of these two forms is influenced by culture conditions and fermentation time [
8,
9]. Beyond length (C
16 or C
18), the fatty acid tail can vary in its degree of unsaturation (saturated, monounsaturated, or polyunsaturated) and the position of hydroxylation (ω-1 or ω) [
9,
10]. SLs are highly effective biosurfactants due to their ability to significantly lower both surface tension (at the air-water interface) and interfacial tension (at oil-water interfaces). This reduction occurs effectively at extremely low concentrations up to their critical micelle concentration (CMC) [
9]. SLs are characterized as relatively hydrophobic compared to some other biosurfactants like rhamnolipids [
11]. This higher hydrophobicity aids their role in applications like microemulsion formation and oil removal [
11,
12].
The remarkable ability of SLs to spontaneously self-assemble into diverse macromolecular structures in aqueous solutions above their CMC is central to their functionality and applications (Baccile et al. 2016; Pal et al. 2023). The tailored structural features and dynamic self-assembly capabilities of SLs enable their wide-ranging applications. Their surface activity (reducing surface and interfacial tension) and foam-forming abilities (especially acidic forms) make them valuable in household detergents and cleaning agents [
7,
9,
15]. The ability to form microemulsions for detergency is also noted [
11,
12]. The capacity to form diverse self-assembled structures, such as micelles, vesicles, and nanostructured lipid carriers, positions SLs as promising vehicles for drug delivery [
12]. They can encapsulate hydrophobic drugs like curcumin, enhancing its bioavailability [
8].
SLs exhibit selective anticancer activity by inducing apoptosis in cancerous cells, often showing low cytotoxicity to normal cells [
10,
16]. The effectiveness can vary with structural modifications like acetylation and fatty acid composition. The enhanced cytotoxicity on cancer cells is supported by optimal charge and pH interactions between sophorolipid assemblies and cell membranes [
16]. Despite their significant advantages, challenges such as higher production costs and variability in properties of crude mixtures compared to uniform synthetic surfactants still exist. However, ongoing research aims to address these limitations through optimized production strategies and genetic engineering to achieve tailor-made SLs for specific industrial and biomedical needs.
Within these wide fields of SLs applications, understanding their interactions with proteins constitutes a crucial step for various biotechnological applications. The specific nature and outcome of the SL-protein interaction will depend heavily on factors such as the concentration and type of SL (e.g., lactonic vs. acidic), the protein’s intrinsic properties (e.g., charge, hydrophobicity, secondary structure), pH, and ionic strength of the environment. This paper contributes to elucidating the intricate mechanisms governing these interactions, using bovine serum albumin (BSA) as a model, paving the way for novel applications of SL biosurfactants.
2. Results and Discussion
In this work we have used a non-acetylated acidic SL bearing an oleic acid fatty acid chain (
Figure 1), on the basis that the number of studies devoted to the study of the physicochemical properties of these acidic SLs and its interactions with proteins are scarce.
2.1. Effect of SL on BSA Thermal Unfolding
To keep protein aggregation to a minimum, we worked with dilute BSA solutions.
Figure 2 presents the DSC thermograms for native BSA, both alone and with increasing concentrations of acidic SL. Native BSA exhibited an endothermic thermal unfolding process, characterized by a midpoint temperature of 61.9 °C and an average unfolding ΔH of 727 kJ mol
−1. We confirmed the irreversibility of these transitions through successive scans after cooling the samples. These results were consistent with prior research [
17,
18,
19,
20], with small differences due to different experimental conditions. At concentrations of SL equal or below 0.2 mM (SL/BSA molar ratio = 2) the thermal unfolding of BSA was minimally affected. However, an abrupt change was observed above this SL/BSA molar ratio, affecting both Tm and ΔH. At SL/BSA molar ratio of 4, the thermal unfolding transition was considerably widened, probably corresponding to the sum of two superimposed transitions: pure BSA and BSA with bound SL. In fact, further increasing SL concentration resulted in a progressive narrowing of the unfolding transition.
With the Tm and ΔH data obtained from
Figure 2, a plot of their dependence on SL concentration was constructed (
Figure 3). The thermal unfolding of pure BSA displayed a Tm value of 61.9 °C, and a ΔH value of 727 kJ mol
−1. Concentrations of SL of up to 0.2 mM had a very low effect but, upon exceeding this value there was a steep increase in these two magnitudes, reaching maximum values of ca. 76 °C and 1054 kJ mol
−1, respectively. Clearly, the shape of the curves suggests a cooperative interaction between SL and BSA.
2.2. SL-Induced Structural Changes in BSA
Analysis of the amide I’ band of the FTIR spectra of BSA allowed to investigate the structural changes taking place in the protein upon interaction with SL. The amide I’ band is a complex infrared absorption resulting from several components (
Figure 4). Using derivation and self-deconvolution we identified component bands at approximately 1683, 1674, 1654, 1634 and 1615 cm
−1. These findings aligned well with previously published data [
19,
21,
22,
23,
24]. Native fully hydrated BSA typically contains about 68% of α-helix, and 31% of unordered structure (extended chains), the proportion of β structure being very low. It’s worth noting that these data can fluctuate significantly based on physicochemical parameters, concentration, and other variables [
22,
25,
26]. For this study, we largely adopted the band assignments previously established by Sánchez and co-workers [
19]: 1683 and 1614 cm
-1 for unordered chains (which may also indicate intermolecular aggregation); 1654 and 1674 cm
-1 for α-helices [
24]; and 1642 and 1634 cm
-1 for unordered structures, mainly connections between helices. This assignment was carefully determined through a comprehensive review of existing literature.
Figure 4 shows the effect of SL on the secondary structure of fully hydrated BSA, as determined by fitting of the amide I’ band. Measurements were taken at 4 °C intervals between 30 and 78
°C, thus extending to a wide range of temperatures well below and above the denaturation temperature of BSA. For the sake of simplicity only the spectra at 30, 70 and 78 °C are shown in this figure. Analysis of the spectrum of native BSA at 30 °C yielded a 61.8 % of helical structure (bands at 1674 and 1654 cm
-1), and 38.2 % of extended or unordered chains (band at 1634 cm
-1), with essentially no β-structure, which was in very good agreement with data published before [
19,
22,
25,
26]. Heating the protein to 70 °C resulted in the appearance of two shoulders corresponding to component bands centered at 1684 and 1615 cm
-1 (aggregated β structures; 7.4 %), which appeared at the expense of α-helix which decreased to 46.2 %. Further increasing the temperature up to 78 °C resulted in essentially the same results, with just an additional small increase of the band at 1615 cm
-1. These changes were due to the protein unfolding, that has been previously described in detail [
27]. Addition of 1 mM SL to native BSA at 30 °C did not essentially affect the structure of the protein: 63.3 of α-helical structure, and 36.7 % of unordered chains. However, the effect of SL was very evident at 70 °C, with a spectrum otherwise like that of pure BSA at 30 °C, and corresponding to 65.5 % of helical structures, and 34.5 of unordered structures. This data clearly showed the protective effect of the biosurfactant upon BSA thermal unfolding. This effect of SL disappeared when the samples were further heated up to 78 °C, where the two bands at 1684 and 1615 cm
-1 were present, indicating that the unfolding of the protein also had taken place. Our FTIR data thus showed that the addition of acidic SL biosurfactant to BSA had a protective effect against thermal unfolding (denaturation), not causing significant effects on the protein structure. Various cationic, anionic and non-ionic surfactants, including SDS and Triton X-100, have been shown to cause considerable changes in the helical content of BSA [
17,
25,
28], indicative of a denaturation effect. The protective interaction of SL with BSA opens a wide field of possible practical applications of this biosurfactant.
To obtain information on the relationships between the various temperature-induced conformational changes of BSA shown above, a 2D correlation analysis of the FTIR spectra was performed. This served us to elucidate: first, which changes in particular structural features (component bands of the amide I’ band) showed correlation as temperature was changed (synchronous spectra); and second, the sequential order of these events (asynchronous spectra). The 2D-IR maps of the amide I’ region are shown in
Figure 5. The synchronous spectra for pure BSA and BSA in the presence of various concentrations of SL showed intense autopeaks at 1615 and 1654 cm
−1, indicating that the main changes in the secondary structure of the protein occurred at these frequencies. The corresponding cross peaks were negative, which meant that these two peaks were not synchronized, i.e., the decrease in helical content was correlated to an increase in aggregated structures, because of temperature change (by heating in this case). However, in the case of positive cross peaks the changes were synchronized, i.e., either increase or decrease simultaneously upon changing the external variable. It was observed that upon increasing SL concentration up to 1 and 2 mM, keeping BSA concentration constant, the intensity of some bands was decreasing, being almost undetectable. A clear observation from the asynchronous maps was that the inclusion of SL fundamentally altered the progression of structural events occurring in BSA upon heating. Without SL, native BSA exhibited its most intense cross peaks at 1654, 1642 and 1615 cm
-1. The signs of these cross peaks indicated that the sequence of events, upon heating, was: 1654 → 1642 → 1615 cm
-1. The data revealed a clear sequence during the protein’s thermal unfolding: the helical portions of the protein underwent changes earlier than the unordered and aggregated β-structures. This pattern mirrors previous findings for BSA, even with minor variations in experimental setup [
23]. In contrast, when SL was introduced, the 1615 cm
-1 band showed changes distinctly prior to the 1654 cm
-1 band, signifying that β-aggregation preceded the unfolding of the helical domains. This finding supports the idea that SL’s binding to BSA’s helical regions, conferred protection against thermal denaturation.
2.3. Computational Docking
Docking of SL to BSA is shown in
Figure 6. The selected docking position is the one with the lowest binding free energy found, i.e., -1.58 kJ·mol
−1, which corresponds to a dissociation equilibrium constant, K
d, of 14.5 μM. This is a very low K
d indicating a high affinity of SL to bind BSA. The binding pocket appears to be located approximately in the center of the protein structure (
Figure 6A), where multiple SL-BSA interactions can be observed (
Figure 6B), resulting in a low K
d value.
The possible ligand-protein interactions observed are summarized in
Table 1. The α helices or binding loops containing the amino acid residues are shown, along with their distance (Å) to the SL molecule. SL could bind to different parts of the BSA structure, connecting α-helices 8, 10, and 23, and loops 6-7 and 8-9, via hydrophobic interactions, salt bridges, and hydrogen bonds (
Table 1).
All these interactions can be better observed in a two-dimensional representation in
Figure 7. This particular docking position would allow the SL molecule to stabilize the three-dimensional structure of the protein by embracing different regions of the protein from the center of the BSA structure. This result would be in good agreement with the experimental results shown above in which the presence of SL protects the protein structure against structural disorganization promoted by the increase in temperature.
2.4. Final Considerations on SL-BSA Interaction
The BSA structure has a distinctive heart-shaped structure, made up of three helical domains (I, II, and III) that are similar to each other [
29,
30,
31]. Each of these domains is further divided into two subdomains, labeled A and B, a structural arrangement quite like that of Human Serum Albumin [
32].
The interaction regions found in BSA would correspond mainly to subdomains IB and IIIA (
Figure 1A and
Table 1), in which hydrophobic interactions and hydrogen bonds were found in subdomain IB, and salt bridges in subdomains IB and IIIA. On the other hand, protein-ligand interactions are reported to occur primarily within the IIA and IIIA subdomains. This is consistent with existing research indicating that molecular probes or drugs typically bind at the IIA or IIIA subdomains [
30,
33,
34]. However, the SL binding site lies between subdomains IB and IIIA, probably due to its chemical properties as a biosurfactant glycolipid that confers amphipathic character by containing a carboxyl group and two glycosyl residues as a polar headgroup, and a hydrocarbon side chain. The carboxyl group attaches Arg-427 and Lys-431 in α-helix 23 within subdomain IIIA. Simultaneously, the hydrocarbon side chain engages in hydrophobic interactions with subdomain IB, while the glycosyl residues bind at loop 6-7 in domain I (
Table 1 and
Figure 7). This unique arrangement not only perfectly suits the amphiphilic SL molecule but also corroborates our experimental observations.
4. Materials and Methods
4.1. Materials
Non-acetylated 17-L-[(2-O-D-glucopyranosyl-D-glucopyranosyl)oxy]-
cis-9-octadecenoic acid (acidic SL) was from CarboSynth (UK). According to the certificate of analysis given by the supplier the purity of non-acetylated acidic SL was 90.4 %, as determined by HPLC; the dry matter (IR balance at 105ºC) was 98.7%, and free fatty acid content was <0.001%. Non-acetylated SL structural characterization was carried out as published before [
35]. Bovine serum albumin (BSA) heat shock fraction, protein, fatty acid, and globulin free was from Merck. All the other reagents used were of the highest purity available. Stock solutions of SL were prepared in chloroform/methanol (1:1) and stored at -20 °C.
4.2. High Sensitivity Differential Scanning Calorimetry
The thermal denaturation of BSA was monitored by differential scanning calorimetry (DSC) using a VP-DSC high sensitivity differential scanning calorimeter from MicroCal (Northampton, MA, USA). Thermograms were recorded between 30 and 90 °C at a scan rate of 30 °C h-1. It is known that the transition temperature shows some dependence upon scanning rate, particularly in the case of asymmetric endotherms. However, this effect did not affect our experiments since, on the one hand, the endotherms of pure BSA were symmetrical and, on the other hand, the same scan rate was used for pure BSA and BSA in the presence of SL, to make proper comparisons. Furthermore, the scan rate used here has been widely used for these types of studies with BSA and other proteins. The BSA concentration was 0.1 mM (MW 66,300) unless otherwise is indicated. The calorimetric data were analyzed using Origin software provided with the equipment, to obtain ΔH and Tm values. The curve fitting procedure carried out with some thermograms was performed with Origin software using a Gaussian function.
4.3. Fourier-Transform Infrared Spectroscopy
The samples for the infrared measurements were prepared essentially as described above in a D
2O buffer containing 100 mM NaCl, 100 mM phosphate pD 7.4 (pH 7.0). BSA concentration was 0.2 mM. The use of Hepes buffer was avoided for these measurements because it presented infrared bands that could interfere with those of the protein. In any case, the use of phosphate buffer did not have any influence on BSA structure and its interaction with SL. An aliquot of the sample (approximately 40 μL) was placed between two CaF
2 windows using 50 μm Teflon spacers, and the set was mounted in a thermostated Symta cell holder. Infrared spectra were acquired in a Nicolet 6700 Fourier-transform infrared spectrometer (FTIR) (Madison, WI). Each spectrum was obtained by collecting 256 interferograms with a nominal resolution of 2 cm
-1. The equipment was continuously purged with dry air to minimize the contribution peaks of atmospheric water vapor. The sample holder was thermostated using a Peltier device (Proteus system from Nicolet). Spectra were collected at 4 °C intervals, allowing 5 min equilibration between temperatures. The D
2O buffer spectra taken at the same temperatures were subtracted interactively using either Omnic or Grams (Galactic Industries, Salem, NH) software. Derivation and Fourier self-deconvolution were applied in order to resolve the component bands of the amide I′ region of the spectrum [
36,
37]. The secondary structure of the protein was quantified by curve-fitting analysis of the components of the amide I′ band using Grams software. During the fitting procedure, the maxima of the bands, determined from deconvolution as explained above, were allowed to move ± 2 cm
-1.
4.4. Computational Docking
Molecular docking of sophorolipid was carried out on BSA. The chemical structure information of sophorolipid was obtained from the PubChem Substance and Compound database [
38] through the unique chemical structure identifier CID 11856871. The molecular structure of BSA was taken from the Protein Databank (PDB ID: 4F5S, chain A) at 2.47 Å resolution [
39]. Chain A, composed of 583 amino acids and 33 assigned α-helices, was selected from the crystallized dimer. Input protein structure for docking was prepared by adding all hydrogen atoms and removing non-protein molecules such as water and triethylene glycol molecules. Gasteiger atom charges at pH 7 to both ligand and protein, as well as rotatable bonds in the ligand, were assigned by using AutoDockTools4 software [
40,
41]. AutoDock 4.2.6 [
40] package was employed for docking. Lamarkian Genetic Algorithm was chosen to search for the best conformers. The number of independent dockings was set to 100, the maximum number of energy evaluations to 25,000,000, the maximum number of generations to 270,000 and the population size to 250. Grid parameter files were built using AutoGrid 4.2.6 [
42]. The grid box was selected to include the complete protein structure. The grid box was centered at center of mass of the protein with a grid size set to 250x185x250 grid points (x, y and z), with grid points spacing kept at 0.375 Å. Other AutoDock parameters were used with default values. PyMOL 2.5.0 [
43] was employed to edit and inspect the docked conformations. LigPlot software was used to calculate protein-ligand interactions and for two-dimensional representations [
44].
5. Conclusions
SLs stand out as a highly promising class of biosurfactants due to their distinctive properties and considerable application potential [
6]. Their notable characteristics include extensive study for their exceptional capabilities as antibacterial [
45,
46], antiviral [
47], and antifungal agents [
48]. Furthermore, it has been observed that the acidic form of SL can sometimes offer greater inhibitory activity than the lactonic form [
49].
SL effectively protects BSA against thermal unfolding or denaturation, enabling the protein to maintain its helical structure at temperatures like 70 °C, unlike pure BSA which unfolds. Importantly, SL does not cause significant structural changes to native BSA upon initial binding, differentiating it from other surfactants. The presence of SL fundamentally alters the sequence of BSA’s thermal unfolding events: without SL, helical portions change earlier than aggregated structures, but with SL, β-aggregation precedes the unfolding of helical domains. This indicates SL’s binding to BSA’s helical regions confers protection.
According to docking results SL binds BSA with high affinity (Kd = 14.5 μM), stabilizing its 3D structure against thermal disorganization. The central binding site involves α-helices and loops via hydrophobic interactions, salt bridges, and hydrogen bonds. Uniquely, SL binds between BSA domains IB and IIIA, attributed to its amphipathic nature, differing from typical ligand binding sites.
Author Contributions
J.O., P.R.F.M.: investigation and data curation; F.J.A.: conceptualization; J.A.T.: conceptualization and methodology; A.O.: conceptualization, methodology, supervision, and writing. All authors have read and agreed to the published version of the manuscript.
Funding
The authors acknowledge FAPESP—Brazil (São Paulo Research Foundation) (Process numbers 2019/19757-0 and 2016/10636-8) for financial support.
Institutional Review Board Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
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