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Production of new antimicrobial palm oil-derived sophorolipids by the yeast Starmerella riodocensis sp. nov. against Candida albicans hyphal and biofilm formation
Microbial Cell Factories volume 21, Article number: 163 (2022)
Abstract
Background
Microbial derived-surfactants display low eco-toxicity, diverse functionality, high biodegradability, high specificity, and stability under extreme conditions. Sophorolipids are emerging as key biosurfactants of yeast origins, used in various industrial sectors to lower surface tension. Recently, sophorolipid complexes have been applied in biomedicals and agriculture to eradicate infectious problems related to human and plant fungal pathogens. This study aimed to characterize the functional properties and antifungal activities of sophorolipids produced by a newly characterized Starmerella riodocensis GT-SL1R sp. nov. strain.
Results
Starmerella riodocensis GT-SL1R sp. nov. strain was belonged to Starmerella clade with 93.12% sequence similarity using the ITS technique for strain identification. Sophorolipids production was examined, using co-carbon substrates glucose and palm oil, with a yield on the substrate between 30 and 46%. Using shake-flasks, the S. riodocensis GT-SL1R strain produced biosurfactants with an emulsification activity of 54.59% against kerosene compared to the S. bombicola BCC5426 strain with an activity of 60.22%. Maximum productivities of GT-SL1R and the major sophorolipid-producer S. bombicola were similar at 0.8 gl−1 h−1. S. riodocensis GT-SL1R produced mixed forms of lactonic and acidic sophorolipids, shown by TCL, FTIR, and HPLC. Importantly, the complex sophorolipid mixture displayed antifungal activity against an opportunistic yeast pathogen Candida albicans by effectively reducing hyphal and biofilm formation.
Conclusions
Sophorolipids derived from S. riodocensis demonstrate potential industrial and biomedical applications as green surfactant and antifungal agent. Since numerous renewable bioresources and industrial wastes could be used by microbial cell factories in the biosynthesis of biosurfactants to reduce the production cost, sophorolipids hold a promising alternative to current antimicrobials in treatments against infectious diseases in humans, animals, and plants.
Introduction
Biosurfactants could be synthesized by microorganisms, including bacteria, yeast, and filamentous fungi. They are widely known as surface-active amphipathic compounds that function as micelles in a heterogeneous system and act to reduce the interfacial and surface tension [1]. Biosurfactants consist of different chemical structures in various forms of fatty acids, glycolipids, lipopeptides, neutral lipids, polysaccharide-protein complexes, polymeric surfactants, and phospholipids [2]. These compounds also have better advantages over chemical surfactants due to their environment-friendly features and versatile functions. Biosurfactants display low toxicity, diverse functionality, high biodegradability, stability, and specificity. They can be synthesized from numerous renewable sources as well [1, 3]; thereby providing many possibilities for future applications.
Biosurfactants have been applied in various industrial sectors according to their chemical structures and functional properties, including in biomedical-related areas. They possess promising biological functions against pathogenic microbes, such as anti-adhesive, anti-biofilm, and anti-microbial activities [4, 5]. Sophorolipids (SLs) are promising biosurfactant classes that belong to the glycolipid family and are produced mainly by yeasts. Various yeast species have been reported to produce SLs, including Starmerella apicola, Pseudohyphozyma bogoriensis, S. riodocensis, S. stellata, S. floricola, and S. batistae [2, 6, 7]. S. bombicola (formerly known first as Torulopsis bombicola and then as Candida bombicola) has been extensively studied due to its ability to produce high amounts of SLs with excellent surface lowering properties and an environmental-friendly profile [8, 9]. SLs comprise a dimer of sophorose, a disaccharide with two glucose units linked by the β-1,2 bond and a long-chain fatty acid. In fact, SLs have different formations depending on the presence or absence of lactonization, the degree of acetylation of the disaccharide, fatty acid chain length, saturation, and the position of the fatty acid hydroxyl group (ω or ω-1) [8]. Moreover, the carboxylic end of fatty acids can be formed at different positions such as the esterified 4″ position of the lactonic ring structure. Alternatively, the carboxylic form can be in a free form as the acidic structure [1, 10].
To date, the petroleum industry remains the largest market for biosurfactants. It is mainly due to their wide array of applications in bioremediation and dispersion of oil spills as well as removal and mobilization of oil residues in storage tanks and oil recovery. Biosurfactant applications in other industries like food, cosmetics, medical, and pharmaceuticals, gradually apply these biomolecules. One of the most prominent biosurfactants, namely SLs, has broad antimicrobial activity against pathogenic fungi, bacteria, and parasites [1, 11,12,13,14,15,16,17]. Basically, SLs derived from S. bombicola ATCC 22,214 have different antimicrobial actions depending on the SL types. Lydon et al. [14] reported the potential of acidic SLs as antimicrobial agent. Non-acetylated acidic C18:1 has antimicrobial activities against the nosocomial infective agents Pseudomonas aeruginosa and Enterococcus faecalis. Lactonic SL, on the other hand, effectively inhibited cell growth of Bacillus subtilis and Propionibacterium acne compared to acidic SL [15]. Additionally, Tang et al. [16] reported that modified SLs (ester and acid forms) possessed good antibacterial activity against the Gram-positive bacterium, B. subtilis. Meanwhile, lactonic SL-ester displayed excellent antibacterial activity against the plant disease bacterium Moesziomyces sp. than the acidic SLs.
SLs have been applied as alternative compounds to overcome the infectious problems related to Candida albicans and some pathogenic yeasts [18]. It is reported that they can inhibit C. albicans biofilm formation and reduce the viability of preformed biofilms. Besides, when SLs are combined with clinical antifungal drugs, such as amphotericin B (AMB) or fluconazole (FLZ), they effectively inhibit biofilm formation and preformed biofilms of C. albicans. Moreover, SLs also downregulate the expression of several C. albicans hypha-specific genes [18]. C. albicans is a polymorphic organism that adheres to different surfaces including in the human body and medical devices like catheters, cardiac pacemakers, endotracheal tubes, central nervous system, and heart valves [19]. C. albicans is one of the most known species which causes candidiasis, a fungal infection and current medical challenge. The spectrum of disease caused by invasive candidiasis is estimated between 40% to 70% from minimally symptomatic candidemia to sepsis-associated mortality [20, 21]. The stages of C. albicans forms of yeast, hyphae, and pseudohyphae can be distinguished from their cell morphology, function, and growth conditions. During C. albicans life cycle, hyphae is a critical phase in the infection process that can cause tissue damage by invading mucosal epithelial cells and subsequently leading to blood-stream infection [21]. Beside C. albicans, the SLs have been recently reported to exhibit promising antifungal activity against plant and human pathogenic fungi such as Colletotrichum gloeosporioides, Fusarium verticilliodes, Fusarium oxysporum, Fusarium solani, Corynespora cassicola, and Trichophyton rubrum [1, 22]. Furthermore, the anti-dermatophyte activity of SLs biosurfactant of Rhodotorula babjevae YS3 is used in the antifungal treatment against cutaneous mycoses caused by Trichophyton mentagrophytes [17]. Moreover, de O Caretta et al. [11] report that the antimicrobial activity of SLs against phytopathogens of cherry tomato, including Sclerotium rolfsii, Botrytis cinerea, Rhizoctonia solani and Pythium ultimum.
Van Bogaert et al. [9] reported that when both hydrophobic vegetable oil and hydrophilic glucose are used as substrates, the production yields of SLs are generated over 400 g l−1, using S. bombicola. In the present study, we have investigated the use of mixed glucose and palm oil as a low-cost renewable substrate that acts as a carbon source in the bioconversion process of SLs due to the abundance of palm products and wastes. We first examined the physico-chemical characteristics of SLs as a biosurfactant produced by the newly isolated S. riodocensis strain GT-SL1R, based on oil displacement and emulsification index. Then, antimicrobial properties of SLs against the opportunistic fungi C. albicans were investigated, including hyphal and biofilm formation. Colorimetric XTT reduction and crystal violet (CV) assays were used for quantifying the biofilm growth and eradication measurement of biofilm’s structure, respectively. Finally, scanning electron microscopic (SEM) assays were performed to visualize the cellular and biofilm morphology of C. albicans.
Methods
Microorganisms
S. bombicola yeast was purchased from the Thailand Network on Culture Collections (TNCC) cat no. BCC 5426. The yeast strain S. riodocensis strain GT-SL1R was obtained from the collection of Gene Technology Laboratory, KMUTT. C. albicans ATCC 90,028 was used in this study to test the antimicrobial activity of SLs. All strains were maintained in 25% (v/v) glycerol and kept at −20 ℃. The strains were regularly cultured on a YPD agar slant containing 10 g l−1 yeast extract, 20 g l−1peptone, 20 g l−1glucose, and 20 g l−1agar.
Preparation of the inoculum and biosurfactant production
Preparation of the inoculum and biosurfactant production was carried out according to Shah et al. [23]. The inoculum medium contained (in g l−1) glucose 100, yeast extract 10, and urea 1. The culture was incubated at 30 °C for 24 h in a rotary shaker at 150 rpm. Afterward, cells were measured by dilution to an OD600 of 0.1 (1 × 106 cells ml−1) and were transferred to a flask with 50 ml production medium. The production medium of 50 ml consisted of palm oil 100 (g l−1), glucose 100 (g l−1), yeast extract 10 (g l−1), and urea 1 (g l−1). Biosurfactant production was carried out at 30 °C in a rotary shaker at 150 rpm.
Sophorolipid purification
Purification of the crude mixture of SLs biosurfactant was carried out by silica gel column chromatography (200–300 mesh size) as previously reported by Shah et al. [23]. Before loading the crude, the column was run by the eluent (chloroform). After that, 1 ml of the crude mixture SLs was dissolved in 1 ml of ethyl acetate and then loaded into the column. SLs were eluted in chloroform and methanol and carried out using a gradient system (0–20% methanol). The monitoring of different components of the crude mixture of SLs obtained from the column was carried out using thin layer chromatography (TLC) on Merck silica gel plate 60 F254. The mobile phase solvents used were chloroform, methanol, and water at the following ratio: 65, 15, 2, respectively. Silica gel was then sprayed with p-anisaldehyde for the detection of sugar moieties and heated for 5 to 10 min at 110 °C. The lipid fractions on the silica were exposed to iodine vapor.
Determination of the yeast cell dry weight and SLs extraction
For biomass determination, 50 ml of cell culture was centrifuged at 6000×g for 15 min. The pellet was treated by washing twice with distilled water and then dried in an oven at 80 ℃ for 24 h. The supernatant was collected for SLs extraction. The dried cells were weighed using an analytical balance.
For SLs extraction, the supernatant was extracted with a comparable volume of ethyl acetate twice using a separating flask. The ethyl acetate phase collection was then vacuum dried at 40 °C to remove the solvent completely. After vacuum evaporation, the residual obtained during extraction was washed with hexane and after that removing the hexane was carried out by vacuum-drying at 40 °C. The SLs yields and biomass (g l−1) were obtained [24].
Characterization of SLs
The presence of different functional groups in the crude mixture of SLs was determined by Fourier Transform Infrared (FTIR) spectroscopy (PerkinElmer). The range of FTIR spectra was performed in the 400–4000 cm−1 with attenuated total reflectance (ATR) mode. Subsequently, a crude mixture of SLs and a purified form of SLs extracted from the crude mixture produced by S. riodocensis were characterized by HPLC (Shimadzu, Japan) with a UV detector (207 nm) and a UPS C18 column (VertiSep ™, 5 μ, 4.6 × 250 mm) using gradient elution. The mobile phase was a linear gradient of 20% acetonitrile in H2O for 15 min, followed by 20–80% acetonitrile for 25 min, and then 80–100% acetonitrile for 10 min. The final mobile phase was 100% acetonitrile for 20 min at a flow rate of 0.5 ml/min [25].
Oil displacement assay for biosurfactant screening
The strain was evaluated for its ability to produce biosurfactants using a simple oil displacement assay [2]. This assay was to evaluate the ability of the yeast strain to displace palm oil in a Petri dish with a diameter of 100 mm. Shortly, 20 ml of distilled water was added to Petri dishes, involving 20 µl of palm oil. Next, 10 µl of cell-free supernatants from cultures containing the positive treatment (palm oil) and without palm oil were separately added to the surface of distilled water. The results were considered positive for biosurfactant production by the appearance of a clear zone surrounded by palm oil.
Emulsification index (E24%) measurement
To assess the emulsification activity of the culture, 2 ml of cell-free supernatant was added to the same amount of a kerosene hydrocarbon in a test tube. The mixed liquid was carried out by vortex for 2 min, followed by left undisturbed for 24 h. E24% was determined as the stability of the emulsion layer by calculating its height divided by the total mixture and then multiplied by 100. This assay was completed in duplicates [26].
Fatty acid composition
The fatty acid composition of oil and its derived extracted crude SLs was determined by gas chromatography equipped with a flame ionization detector (GC–FID, Shimadzu Inc., Tokyo, Japan). The fatty acid methyl ester of palm oil and SLs was prepared by esterification; the palm oil or sophorolipid [30 mg] were dissolved in 3 ml of toluene. The solution was added with 2% sulfuric acid which was prepared in methanol (1 ml) and the solution was reacted in a 70 ℃ water bath shaker for 4 h. After the reaction, wash the toluene phase with 3 ml of DI water thrice and discarded the water phase, and added NaSO4. The extracts were analysed by a GC–FID and the operating conditions of the GC were as follows: column was BPX70 (70% cyanopropyl polysilphenylene-siloxane; 30 m × 0.25 mm inner diameter × 0.25 μm film thickness). The column temperature was 160 ℃ (2 min), 2 ℃/min to 210 ℃; carrier gas was He at a flow rate of 1.04 ml/min.
Anti-hyphal activity of SLs
RPMI-1640 medium with L-glutamine without sodium bicarbonate (Sigma) was prepared in DI water (15–20 ℃) and 34.53 gr of MOPS (Sigma) was added. The final pH was adjusted with NaOH to a pH of 7 and added additional water to 1 l of the final volume solution. A stock solution of extracted SLs produced by S. riodocensis in dimethyl sulfoxide (DMSO, Sigma) was prepared and kept at −20 °C until use. Hyphal growth assay was formed in 5 ml of RPMI-1640 medium and RPMI-1640 medium supplemented with 10% fetal bovine serum (FBS) [18]. Cell suspension was diluted at 1 × 106 cells ml−1 in medium and incubated with different concentrations of purified SLs (0 μg ml−1, 8 μg ml−1, 16 μg ml−1, 32 μg ml−1, 62.5 μg ml−1, 125 μg ml−1, 250 μg ml−1, 500 μg ml−1, and 1000 μg ml−1) at 37 °C with agitation at 200 rpm for 5 h. Aliquots of samples were visualized under a bright-field using a 40X objective lens by Huma Scope Premium microscope and photographed.
The antifungal activity of SLs against Candida albicans biofilm
Just prior 96-well assay, cells were grown overnight in RPMI-1640 media supplemented with 2% glucose at 37 ℃ according to previous work [27, 28]. The biofilms were formed in 96-well microtiter plates. Biofilm growth of C. albicans was quantified with an XTT-reduction assay [29] and the measurement of biofilm biomass was assessed with a crystal violet (CV) assay [30]. The cell suspension was prepared in RPMI-1640 medium at a cell density of 1 × 106 cells ml−1. The XTT assay was used for determining the antifungal activity of SLs against C. albicans biofilm. 100 µl of cell suspension was distributed onto microtiter plate wells and incubated for 90 min (adherence phase) and 24 h at 37 °C. At the end of incubation, the plate was gently flicked to remove the medium, and biofilm was washed 3-times with sterile PBS to remove the nonadherent cells. Residual PBS of the wells was dried for 45 min at the end of the washing steps. Further, 100 µl of serially double-diluted concentrations of SLs were added to the wells of biofilms. In the chosen wells of biofilms, 100 µl of RPMI-1640 media containing final 5% DMSO without SLs was used as a control. Microtiter plates were incubated for 24 h at 37 °C. Colorimetric XTT [2,3-bis(2-methoxy-4-nitro-5-sulfophenyl)-2H-tetrazolium- 5-carboxanilide sodium salt] reduction assay was used to quantify the metabolic activity of biofilms.
As previously described [18] with slight modification, a colorimetric XTT reduction assay of biofilm was carried out as follows: a 0.5 g ml−1 stock solution of XTT tetrazolium salt was prepared in 1X PBS and filter sterilized using a 0.22 m pore size filter. Keep the stock solution in aliquots at −20 °C. Subsequently, an aliquot was thawed and a 1 µM final concentration of freshly prepared menadione was added to the XTT working solution before the experiment. 100 µl of the XTT/menadione solution was added to each well containing a prewashed biofilm as well as to the negative control (blank), using a multichannel pipette. The plates were covered with aluminium foil and incubated at 37 °C for 2 h in the dark. Further, 75 µl of the coloured supernatant was removed from each well with a multichannel pipette and placed on a new plate. The values were read using a microtiter plate reader at the wavelength of 492 nm.
The quantification of biofilm biomass after SLs treatment was carried out according to Khan et al. [30]. The medium was discarded from the wells after the proper incubation of the microtiter plates. Nonadherent cells were eliminated by washing the biofilms 3-times with 200 µl phosphate buffer saline (PBS) before being air-dried for 45 min. Subsequently, 0.4% aqueous crystal violet was used for staining the wells (110 µl each well) for 45 min. After that, the samples were washed four times with sterile distilled water (300 µl) followed by destaining with 95% ethanol (300 µl) for 45 min. 100 µl of the destaining solution was transferred to a new well therefore the amount of crystal violet stain in the destaining solution was measured at 595 nm using a microtiter plate reader.
Analysis of scanning electron microscopy (SEM)
Poly-L-lysine (PLL) coated glass cover slips were used for substrate to form biofilms in 6-well cell culture plates. Glass coverslips were prepared as described by Dong et al. [31]. Glass coverslips (22 × 22 mm) were cleaned in 1 M HCl for 1 min, then immersed in piranha solution (3:1 (V/V), H2SO4:H2O2) for 1 h. Coverslips were rinsed with deionized water, methanol, and acetone, followed by air-dried and autoclaved for 15 min. Glass coverslips were then immersed in 0.1% PLL solution for 10 min and air-dried overnight before being rinsed with sterile deionized water and air-dried again. Coated coverslips were sterilized by UV radiation for 1 h under laminar air flow and put into the well plates for performing the biofilms for 90 min and 24 h at 37 ℃. At the end of incubation, wells containing coverslips were washed 3 times with PBS. 2 ml of different concentrations of SLs (0 µg ml−1, 64 µg ml−1, 125 µg ml−1, and 500 µg ml−1) were dispersed into the wells. RPMI containing 5% of DMSO without SL was included as control. Plates were incubated for 24 h at 37 ℃ followed by washing the biofilms 3 times with PBS. PBS washed biofilms were fixed with 4% of formaldehyde overnight. Rinse coverslips twice with PBS and once with distilled water for 10 min/each. Subsequently, coverslips were dehydrated in a graded series of ethanol solutions (30%, 50%, 70%, 95%, and 100% for 10 min/each followed by 3 changes at 100%). Coverslips were dried with critical point dryer (Leica model EM CPD300, Austria). Thereafter, samples were mounted and coated with gold (sputter coater, Balzers model SCD 040, Germany) and were visualized by scanning electron microscope (JSM-IT500HR InTouchScope™).
Data and statistical analysis
Quantification data were calculated as mean values with standard deviation from at least two independent experiments, performed in triplicates (Microsoft Excel 365). Data were calculated and compared with those of control groups. The student’s t-test was used for determining the emulsification index, SLs production and biofilm formation. The cell dry weight (CDW), emulsification index, and oil displacement test were analysed by one-way ANOVA. A statistically significant p-value of 0.05 was used.
Results
Novel yeast strain Starmerella riodocensis GT-2564R from honeybee sample
The dry weight of honey mainly consists of carbohydrates (95–98%) while secondary metabolite agents and minerals make up the remaining 2–5% [32]. Recently, many beneficial yeasts and bacteria are reported in honey and honeybee products [33, 34]. As noted formerly by Pimentel et al. [35], S. riodocensis species, belonging to the Starmerella clade, was present in pollen-nectar provisions, larvae, and fecal pellets of nests of Megachile sp. [35]. Our previous study has uncovered various strains of Saccharomyces and non-Saccharomyces species from honeybee samples. Many of which produce valuable biochemicals and bioactive compounds including, antimicrobial acids [33]. In the present study, among many yeast isolates obtained from the Apis dorsata raw honey samples, the GT-SL1R strain was selected and further characterized for the production of SLs biosurfactant. Sequencing and analysis of ITS regions of the 18S (1609–1627) and 28S (287–266) rRNA previously shown by Kurtzman & Robnett [36] were performed to construct a phylogenetic tree based on genomes publicly available in NCBI. The ITS sequences of the GT-SL1R strain was compared to those of closely related species in the GenBank database using the BLASTn program. GenBank was used to find sequences of their closest relatives and other genetically important species. GT-SL1R strain was closely related to S. riodocensis with 93.12% sequence similarity and differ from it by 17 nt in the ITS region, indicating the possibility of new species.
Although nucleotide sequences of ITS are usually sufficiently conservative to identify related species, a particular region is important for phylogenetic analysis. In our work, the phylogenetic analysis presents all 28 species (Fig. 1) and was separated into two subclasses, one showed Stamerella sp. clade including the GT-SL1R strain, and the other presented member of sophorolipids yeast producers [6, 37]. Indeed, many members of both clades were potential biosurfactant producers with useful applications in the cosmetic, pharmaceutical, food, and cleaning industries [3]. As shown, Clade 1 S. bombicola clade includes S. bombicola NRRL Y-17069T (NR121483) and all the former type trains of Starmerella species including S. bombi NRRL Y- 17081T (NG075434) [35], S. apicola NRRL Y-2481T (NR130681) [38], S. khaoyaiensis CBS 10839T (NR155821) [39], S. cellae CBS 10086T (NR137672) [35], S. floris CBS 10593T (NR155820) [39], S. batistae CBS 8850T (NR 155,813.1), S. stellata CBS 157T (NR 155,771), S. kuoi CBS 7267T (NR 164,377.1), S. floricola CBS 7289T (NR155819), S. etchellsii CBS 1750T (KY102077.1), S. bacillaris CBS 9494T (KY102524), S. gropengiesseri CBS 156T (NG 060,808), S. geochares CBS 6870T (KY102099), S. magnoliae CBS 166T (KY106551) [6, 37] (Fig. 1). The phylogenetic relationship among these yeast strains in 8 species presented here were suggested to possess potential metabolic activity as great biosurfactant producers. Namely, S. batistae CBS 8550T (NR155813) [39], P. bogoriensis CBS 4101T (NR 073,291) [40], S. apicola NRRL Y-2481T (NR 130681) [35], S. stellata CBS 157T (NR155771) [39], C. tropicalis CBS 94T(NR 111250), Meyerozyma guilliermondii CBS 2030T (NR 111247), Wickerhamomyces anomalus CBS 5759T (NR111210) [41], S. cerevisiae CBS 1171 T (NR 111007) [42] were among the widest research yeasts for biosurfactant biosynthesis [3] in addition to S. bombicola and S. riodocensis.
SLs biosurfactant produced by Starmerella riodocensis GT-SL1R
Previously, glucose and palm oil have been effectively used as hydrophilic and hydrophobic substrates, respectively, in SLs fermentation as reported by Shah et al. [23]. The S. riodocensis GT-S1R was then used to investigate the production of SLs biosurfactant using palm oil as a hydrophobic substrate. The yeast S. riodocensis appeared to grow exponentially until day 5 of cultivation supplemented with palm oil while the growth of S. bombicola remained stable and slightly dropped after day 3. The maximal cell biomass value was found at 0.45 g l−1 in S. riodocensis on day 5 (Fig. 2). When cultivated without palm oil, S. riodocensis showed a lower biomass accumulation of 0.25 g l−1 (data were not shown). After depletion of oil as a carbon source, the cell biomass dropped gradually, thus, supplementation of palm oil was necessary to maintain good growth and biomass of yeast cells. Next, the biosurfactant production by S. riodocensis GT-SL1R strain during fermentation using palm oil and glucose as the hydrophobic and hydrophilic substrates, respectively, was examined. The highest biosurfactant yield of 45.70 g l−1 produced by S. riodocensis was obtained on day 3 of cultivation, corresponding to the log phase of yeast growth (Fig. 2). Similarly, the highest crude mixture of biosurfactant yield of 42.81 g l−1 was produced by S. bombicola on day 2 of cultivation and then the production was decreased afterward (Fig. 2). A summary of SLs production was provided (Table 1).
Identification of SLs congeners
Thin layer chromatography (TLC) was preferably an initial characterization technique for the detection of biosurfactants before the structure elucidation of SLs using more advanced techniques. To examine the presence of SLs synthesized by S. riodocensis GT-SL1R strain, p-anisaldehyde reagents and iodine vapor were used for sugar and lipid detection, respectively [2]. As confirmed by the TLC chromatogram, the standard SLs (acidic SL non-acetylated and 1,4″-sophorolactone 6ʹ,6″-diacetate) were carried out to predict the chemical nature of the SLs biosurfactant [1]. The sample obtained by S. riodocensis GT-SL1R strain showed two spots of crude biosurfactant with retention factors (Rfs) of 0.68 and 0.78 (Fig. 3), comparable to Rfs of 0.49, 0.56, and 0.68 previously identified as lactonic SL by Sen et al. [1]. Moreover, an additional spot with an Rf of 0.18 was also identified from the crude sample produced by the S. riodocensis GT-SL1R strain (Fig. 3), corresponding to the Rf of 0.18 reported as lactonic SLs by Asmer et al. [43] or as acidic SL based on the standard.
For further investigation of key functional groups, FTIR spectroscopy of crude SLs produced by S. riodocensis GT-SL1R strain using palm oil as a hydrophobic substrate was obtained (Fig. 3B). The first peak at 3006.78 cm−1 represented alkenes (= C-H stretch). The IR spectra of 2922.18 cm−1 and 2852.97 cm−1 corresponded to methylene groups (C-H stretch). Moreover, esters, lactones, or acids may correspond to the observed C = O stretch absorption band at 1744.00 cm−1. C-O–H in-plane bending of carboxylic acid (-COOH) was identified at 1462.24 cm−1. The C-O stretch absorption band can be found at 1236.36 cm−1 which may contribute to acetyl esters. The stretch at 1160.13 cm−1 was related to the C-O band of C(-O)-O-C in lactones. Furthermore, the C-O stretch of the C-O–H group of sugar could be observed at 1097.61 cm−1.
While FTIR spectroscopy of crude SLs produced by S. bombicola BCC5426 strain showed similar to FTIR spectra of crude SLs produced by S. riodocensis GT-SL1R strain (Fig. 3C). The first peak at 3006.69 cm−1represented alkenes (= C-H stretch). The IR spectra of 2922.17 cm−1 and 2852.94 cm−1 corresponded to methylene groups (C-H stretch). Moreover, esters, lactones, or acids may correspond to the C = O stretch absorption band at 1743.84 cm−1. C-O–H in-plane bending of carboxylic acid (-COOH) was identified at 1462.12 cm−1. The C-O stretch absorption band can be found at 1235.93 cm−1 contributing to acetyl esters. The stretch at 1159.41 cm−1 was related to the C-O band of C(-O)-O-C in lactones. Furthermore, the C-O stretch of the C-O-H group of sugar could be observed at 1097.81 cm−1. The structural details of both FTIR spectra of crude SLs were similar to the result in the previous report [44].
Subsequently, high performance liquid chromatography (HPLC) was performed to identify SLs purified from the extracted culture medium supplemented with palm oil. For HPLC analysis from palm oil-derived SLs produced by S. riodocensis (Fig. 3D) was compared with acidic (acidic SL non-acetylated) and lactonic (lactonic di-acetylated) standards (Carbosynth Ltd), respectively. Peaks were recorded at retention time (RT) at 26.144, 28.567, 33.645, 34.094, and 42.005 corresponding to acidic SLs, while 45.035, 51.114, 54.669, 58.765, and 63.284 corresponded to lactonic SL. From the recorded peaks, the RTs were not compatible with acidic non-acetylated and lactonic di-acetylated standards. We suggested that they were derivative of SLs. Kim et al. [25] also reported the HPLC analysis of SLs derived from rapeseed and waste-cooking oils and identified the area peaks of acidic and lactonic SLs at RT of 32.5–42.5 and 42.5–52, respectively.
Next, the result obtained from gas chromatography equipped with a flame ionization detector (GC–FID) showed that the palm oil contained 0.19% decanoic acid (C10), 0.25% lauric (C12), 0. 76% myristic acid (C14), 36.03% palmitic (C16), 0.14% palmitoleic (C16:1n7), 3.71% stearic (C18), 40. 91% oleic (C18:1n9), 1.61% vaccenic (C18:1n7), 15.04% linoleic (C18:2n6), 0.64% linolenic (C18:3n3), 0.32% arachidic (C20), and 0.14% eicosanoid (C20:1n9). SLs derived from palm oil have a similar fatty acid composition profile to palm oil, suggesting that SLs mainly contained palmitic and oleic acid derivatives.
Emulsification index and oil displacement assay of SLs
Emulsification indices (E24%) were examined using cell-free supernatant during 5 days of cultivation against kerosene. As shown in Table 1, the emulsion index of biosurfactant produced by S. riodocensis GT-SL1R strain after 24-, 48-, 72-, 96-, and 120-h period of incubation was 13.8; 40.6; 41.2; 54.6; and 54.5%, respectively. The result indicated that the optimum production and activity of biosurfactant in terms of emulsion layer were achieved after 96 h of incubation and presented satisfactory or high activity (> 50%) as reported by Yalcin et al. [45] and Araujo et al. [26]. While the emulsion index of biosurfactant produced by S. bombicola after 24-, 48-, 72-, 96-, and 120- h periods of incubation increased with time from 48.4; 52.6; 55.8; 55.8; and 60.2%, respectively (Table 1). The result indicated that the optimum production and activity of SLs in terms of emulsion layer was achieved after 120 h of incubation which agreed with those presenting superior results (> 60%) as reported by Yalcin et al. [45].
Subsequently, the biosurfactant activity of S. riodocensis GT-SL1R and S. bombicola BCC5426 strains was tested by oil displacement assay (Table 1). The supernatant containing SLs of each yeast species was dropped on the top of oil at the centre of the petri dish. Both samples indicated a good ability to displace the oil from the surface while S. bombicola BCC5426 strain supernatant had better activity to displace the oil as compared to S. riodocensis GT-SL1R strain. Oil-free clearing zone diameters of S. riodocensis and S. bombicola strains increased with days of cultivation from 0.80 or 0.83 to 1.08 or 1.10 cm at day 4, respectively (Table 1).
Antifungal SLs inhibited Candida albicans hyphal growth and biofilm formation
C. albicans is the main cause of superficial and life-threatening systemic infections. Since C. albicans biofilms are inherently resistant to most antifungals and this makes it difficult to treat. The effect of SLs produced by C. riodocensis GT-SL1R on hyphal growth inhibition was first investigated, followed by the inhibitory effect on biofilm formation. The effect of SLs on hyphal growth was examined using aliquots of the cells that are microscopically observed after 2, 3, 4, or 5 h of incubation by inducing with 10% FBS. The effect of SLs produced by C. riodocensis GT-SL1R on hyphal growth inhibition of C. albicans was increased with SLs concentration and incubation time (Fig. 4). Massive C. albicans hyphae were visible in control samples (0 μg ml−1 SLs), especially in the presence of 10% FBS was compared to the RPMI alone (Fig. 4). The increasing SLs concentrations diminished the hyphal growth, starting at a low concentration of 32 μg ml−1 of SLs, resulting in a lower appearance of the hyphal form of C. albicans cells. Subsequently, hyphal growth was largely inhibited at 500–1000 μg ml−1 of SLs treatment with reducing cell survival and remains in yeast form. Noticeably, upon 64 μg ml−1 of SL treatment, hyphae were shortened as compared to untreated (no SLs) and completely massively inhibited at higher SLs concentrations of 500 and 1000 μg ml−1 after 5 h of treatments (Fig. 4).
The effect of SLs produced by S. riodocensis GT-SL1R strain on C. albicans biofilm formation was then investigated. This test was to determine the inhibitory activity of SLs against C. albicans biofilm formation. In the presence of serially double diluted concentrations of SLs (0–2000 μg ml−1), biofilm formation was started in 96-well microtiter plates at 37 °C for 90 min (after the adherence phase) and 24 h. The metabolic activity of C. albicans was measured using a colorimetric XTT reduction assay that confirmed the inhibitory activity of SLs on the cell viability of C. albicans. It was found that 125 μg ml−1 of SLs can inhibit C. albicans 90-min-old biofilm by approximately 50% (Fig. 5A). Moreover, 500 μg ml−1 of SLs could reduce the viability of C. albicans in a mature biofilm by approximately 50% within 24 h as can be seen in Fig. 5. The adherence phase is the process of C. albicans to initiate biofilm formation when yeast cells adhere to a material surface [46]. The concentration of 500 μg ml−1 SLs could inhibit the mature biofilm after 24 h (Fig. 5A), when fully mature biofilms were formed, consisting of a thick network of yeasts, hyphae, and pseudohyphae. This phase is a critical step in the biofilm formation of C. albicans. Thus, SLs produced by S. riodocensis revealed a good potential to prevent the development of C. albicans biofilm. Further, the antibiofilm activity of SL was assessed using crystal violet. The capacity of crystal violet (CV) to stain the polysaccharide matrix makes it one of the most popular dyes to assess biofilm [47]. Our study revealed that 125 μg ml−1 of SLs can reduce C. albicans 90-min-old biofilm by approximately 50% while 500 μg ml−1 of SLs could reduce the biofilm of C. albicans in a mature biofilm by approximately 50% at 24 h (Fig. 5B).
Effect of SL on biofilm formation and morphology
Biofilm formation and morphological changes are critical for the virulence of a range of plant and human fungal pathogens, including C. albicans. The hyphal form contributes to disease by invading epithelial cells and causing tissue damage. The effect of SLs on C. albicans biofilm and cellular morphology was visually examined using scanning electron microscopy (SEM). Biofilms of C. albicans were formed in the initial stage at 90 min of adhesion step and 24 h of the mature step on glass cover slips. After, different concentrations of purified SLs were applied. In comparison to untreated control sample without SLs, disruption of C. albicans biofilm structures and alteration of cell surfaces were found following SLs treatments especially at higher concentration used (Fig. 6). SEM images of untreated control sample (0 μg ml−1 of SLs) was observed with tight multilayer of long filamentous yeast cells with intact surfaces and connective septin rings (Fig. 6 A, B). Reduced biofilm was observed following the 90 min and 24 h of SL treatments at concentration of 64 μg ml−1, resulting in decreased hyphal formation and increased yeast cells in fragmented forms (Fig. 6C, D). While cell separation is suppressed in hyphae, longer exposure to SLs also appeared to induce septa formation (Fig. 6D). In addition, membrane surface of cells treated with SLs after 90 min or 24 h adhesion showed wrinkled with bud scars that are more evident at higher concentrations of treated SLs (Fig. 6C–H). Growth inhibition of C. albicans cells and reduced numbers of hyphae forms (Fig. 6E, F) were shown after treatment with SLs at 125 μg ml−1. Cells appeared to be swollen with the presence of multiple bud scars and wrinkled surface (Fig. 6E, F). Finally, at the highest concentration of treated SLs at 500 μg ml−1, pronounce effect on defective hyphae formation and biofilm disruption were observed, resulting in lower numbers of remaining yeast cells with swollen, wrinkled, punctured and short fragmented bodies (Fig. 6G, H). Altered cellular morphology shown was consistent with results of XTT reduction assay indicating that SLs decreased the metabolic activity of cells in the adherence phase (90 min) and the mature biofilm (24 h) (Fig. 5A) as well as the reduction of biomass of C. albicans biofilm as determined by the crystal violet (CV) assay (Fig. 5B). Overall, SLs are shown to be a potent antimicrobial against C. albican as the inhibitor of hyphal and biofilm development.
Discussion
This study reports the production of high-value biochemical SLs produced by S. riodocensis when compared to S. bombicola, which is previously discovered as a high potential biosurfactant producer [9]. S. riodocensis has been reported by Pimentel et al. [35]; however, less is explored regarding the biological function of SLs produced and their biotechnological applications. Interestingly, we have screened local Thai honey collection for potential biosurfactant yeast producers and identified the GT-SL1R strain closest to the S. riodocensis. The oil displacement and emulsification activity of SLs found is consistent with the findings of Youssef et al. [48] that report the clear zone of surfactin biosurfactant. Previously, Gudina et al. [49] have reported that one of the features essentially used for industrial processes is based on the emulsifying activity due to the broad spectrum of utilization which includes distinct hydrophobic counterparts of biosurfactant. For comparison of biosurfactant activity, GT-SL1R S. riodocensis was observed to has the emulsification activity of 55% which is similar to S. bombicola and higher than those previously reported. Other studies including Camargo et al. [50] reported that Meyerozyma guilliermondii and Rhodotorula glutinis yeasts performed best emulsion activity at 42.8% and 52.5%, respectively. Subsequently, the Cryptococcus luteolus, Candida orthopsilosis, and Hannaela sinensis yeasts showed no emulsion, while Rhodotorula mucilaginosa, Dipodascus australiensis, Metschnikowia koreensis exhibited percentages of emulsification index above 35% with residual soybean oil under an acidic condition. Thus, the result suggested good emulsification ability of produced SLs by GT-SL1R strain using selected substrates (Table 1). Intriguingly, Archana et al. [2] also observed SLs produced by Candida sp. AH62 under glucose, oleic acid, yeast extract, and basal media and possessed the maximum emulsion of 76.4%. In general, an emulsifier is considered effective when its emulsification index is more than 40% [26]. In our study, SLs biosurfactant produced by S. bombicola recorded better activity to emulsify kerosene (> 60%) as compared to SLs produced by S. riodocensis (> 50%) (Table 1). However, our newly S. riodocensis GT-SL1R strain can be considered a better yeast producer in term of emulsification activity when compared to those previously studied by Camargo et al. [50]. The use of SLs against kerosene as a long-chain hydrocarbon substrate is the alternative way to improve the biodegradation efficiency in the environment.
Here, shake-flask experiments are carried out and the growth curves are obtained to establish the relationship between cell growth, biosurfactant yield, and the effect of palm oil as a hydrophobic substrate. The yeasts S. riodocensis grow better than S. bombicola when supplemented with palm oil (Fig. 2). The presence of medium-chain fatty acids composition, such as the decanoic acid content may have a negative effect on the cell viability of S. bombicola. Van Bogaert et al. [8] investigated the fatty acid composition and their effect on C. bombicola cell viability and showed that decanoic acid (C10:0) or capric acid has a lethal effect on cell viability. Rego et al. [51], on the other hand, explained that lipids serve different functions in the cells as energy and metabolic source, structural elements, signalling molecules, or mediators of apoptosis and membrane fusion. Palm oil supplemented media is found to prolong cell viability and induces the growth of yeast cells [52] particularly in S. riodocensis.
Basically, the production of SLs is more high yield when the hydrophilic substrate is supplemented with the hydrophobic substrate in the production media [9]. We use co-utilization of glucose as a hydrophilic substrate and palm oil as a hydrophobic substrate. The use of palm oil is useful to limit the cost of SLs production as compared to other vegetable oils due to the abundantly available plants in Southeast Asia [53, 54]. The SLs yields obtained here are comparable with the values reported in the previous studies. Shah et al. [23] achieved the highest SLs yield of about 32 g l−1 using 10% glucose and 10% palm oil compared with tapis oil [26 g l-1], melita oil (21 g l−1), and ratawi oil (19 g l−1). Subsequently, Wadekar et al. [55] reported that the SLs production of S. bombicola yeast using sunflower oil and palm oil (10% w/v) as well as supplemented with 15% w/v glycerol as carbon sources were 6.6 g l−1 and 5.6 g l−1, respectively. Poomtien et al. [53] also reported that palm oil affected crude biosurfactant production by Cyberlindnera samutprakarnensis when mixed with glucose. The first report of SLs production using the S. riodocensis strain by Kurtzman et al. [6] indicated the production yield of about 8.3 g l−1 when cultivated using oleic-containing media. Daverey & Pakshirajan [56] have been reported that yeast requires a limited amount of nitrogen to produce SLs; thus, in this study, the culture media is supplemented with a small amount of urea (1 g l−1) to promote SLs production. Montoya et al. [57] reported the composition of palm oil contains approximately 50% saturated fatty acids, such as 44% palmitic acid (C16:0), 5% stearic acid (C18:0), and trace amounts of myristic acid (C14:0). The unsaturated fatty acids are approximately 40% oleic acid (C18:1), 10% polyunsaturated linoleic acid (C18:2), and linolenic acid (C18:3). The higher SLs production by S. riodocensis may be due to the effect of vaccenic acid and linoleic acid on SLs production. Although biosurfactants are currently unable to compete economically with chemically surfactant compounds in the markets due to high production costs, different approaches are underway to improve SLs production including metabolic engineering. The underlying genes and enzymes associated with SLs production in S. bombicola are recently documented [37]. Alternatively, shake-flask and bioreactor experiments have been reported as common cultivation and scale-up method to produce higher amounts of SLs biosurfactant [8, 23, 44, 56, 58,59,60].
The compositions of the SLs biosurfactant produced by S. riodocensis and S. bombicola are determined by TLC, FTIR, and HPLC analyses (Fig. 3). The functional groups present in the crude SLs suggested that crude SLs synthesized by S. riodocensis and S. bombicola strains were composed of acidic and lactonic forms of SLs (Fig. 3). Similar FTIR spectra are reported in a previous study [44] for SLs production by Wickerhamiella domercqiae grown on inorganic compounds, yeast extract, glucose, and oleic acid. Wadekar et al. [55] also confirmed the presence of lactonic and acidic SLs synthesized by S. bombicola using 15% glycerol (w/v) and 10% sunflower oil (w/v). The FTIR spectrum of the acidic SLs indicated the ether linkage, carbonyl groups, alkyl chain, and hydroxyl group while the FTIR spectrum of the lactonic SLs showed the presence of ether linkage, carbonyl group, and alkyl chain but no hydroxyl group [55]. The purified SLs synthesized by S. riodocensis was then confirmed using standard compounds via HPLC (Fig. 3). According to retention times (RT), the purified SLs contain a mixture of acidic and lactonic forms after comparing with the acidic SL non-acetylated and lactonic di-acetylated standards, consistent with the results confirmed by Kim et al. [25]. In agreement with the previous work by Kurtzman et al. [6], S. riodocensis produced structural diversity of SLs, including free acid forms of the monoacetylated and non-acetylated SLs with some lactonic forms.
Regarding the biological activity of SLs, the reduction of hyphal and biofilm formation by SLs is a noteworthy result since hyphae and biofilm formation are crucial virulence factors during C. albicans infection [61, 62]. In addition to the involvement in biofilm formation, hyphae facilitate C. albicans penetration into host tissues [63]. According to Chen et al. [21] and others’ reports, hyphae are an important part of the disease process and can harm tissue by entering mucosal epithelial cells and causing blood infection. Most mutants that do not produce hyphae are virulently compromised. Here, SLs produced by S. riodocensis GT-SL1R strain could inhibit the Candida hyphal and biofilm formation and reduce cell viability (Figs. 4 and 5). The biofilm is observed spectrophotometrically with crystal-violet staining and XTT reduction assay to assess biomass biofilm and cell viability, respectively.
SEM of SLs treated biofilms was then examined to observe morphological and structural alterations of Candida biofilm. The antimicrobial mechanisms of action of SLs are under studied particularly on antibiofilm and anti-hyphae activity. From SEM results, it is speculated that SLs may inhibit the hyphal growth and development by interfering with normal function of proteins or cellular targets involved in this process as shown by detachment of septum or fragmented septum and the appearance of septin rings and bud scars (Fig. 6C–H). Moreover, cells with wrinkled surface and perforated membrane are observed, following increased SLs concentrations (Fig. 6E–H). SL treatment has been shown to promote leakage of cytoplasmic components in both budding cells and hyphae forms of C. albicans in the extracellular matrix of biofilm [11, 12]. The actions of SLs are suggested to be related to the synergistic interactions between the fatty acid and sophorose congeners [64]. Di Pasqua et al. [65] has reported that lipophilic property of antimicrobial compounds enhance the permeability and fluidity of yeast cell membrane, affecting ion transport and balance. Therefore, the hydrophobic part of SLs may contribute to their antimicrobial action against C. albicans. Therefore, mechanism of SLs action is warrant future investigation to further improve its antifungal property.
Recently, the development of efficient and eco-friendly antifungal agent SLs and other types of glycolipids with broad applications in food, agriculture, and biomedicines is actively investigated. However, the antimicrobial activity of SLs with reduction of the biofilms and hyphal inhibition against pathogenic microorganisms are rarely reported. Haque et al. [18] reported that 15–30 μg ml−1 of SLs can inhibit the metabolic activity of the adherence phase of C. albicans by approximately 50%. Subsequently, 120 μg ml−1 of SLs can inhibit C. albicans mature biofilm by approximately 50%. Although, this study did not well explain the terminology between eradication and inhibition for XTT reduction assay. We report that the purified palm oil-derived SLs produced by S. riodocensis can inhibit C. albicans 90-min-old biofilm by approximately 50% (125 μg ml−1). Higher SLs concentrations are required in this study to inhibit C. albicans as compared to those reported by Haque et al. [18]. This may due to different types and composition of SLs produced by yeast species. Using the crystal violet staining, Sen et al. [17] reveal that 250 μg ml−1 of SLs can eradicate the biofilm formation of T. mentagrophytes while 125 μg ml−1 and 500 μg ml−1 SLs can reduce C. albicans 90-min-old or mature biofilm by approximately 50% in this study, respectively (Fig. 5B). Due to its high antimicrobial potential, many aspects shall be further explored. Previous work has shown that SLs are well-known as low toxicity compounds [1, 9]. Cytotoxicity test is previously conducted and reported by Maeng et al. [66] and Lydon et al. [14] and no cytotoxicity of SLs is observed up to a concentration of 50 µg ml−1 in human skin fibroblasts cell culture. Meanwhile, Lydon et al. [14] reported that SL concentrations ranging from 0.01 to 0.5 mg ml−1 have no adverse effects on endothelial cells including human umbilical vein and human dermal microvascular and human keratinocyte-derived cell lines. Although low toxicity of SLs is reported previously, future work is required. Optimistically, a study reports the cytotoxicity of SL-and AmB formulation on mature C. albicans biofilm and shows that it is lower when compared to an expensive marketed drug phosome, a liposomal formulation of AmB [67]. In addition, since genes associated with hyphal morphology and development are linked to virulence, further examination of a cluster of genes could help to elucidate the involved mechanisms of action of SLs. Thus, SLs are attractive natural biomolecules in biomedicines as adjuvants to existing antifungals against certain infections by inhibiting hyphal growth and/or disrupting biofilms.
Conclusion
Using palm oil as a hydrophobic substrate, biosurfactant SLs produced by S. bombicola and honey-derived GT-2564R S. riodocensis display good properties to emulsify kerosene (54.68–60.22%) and displace oil (Table 1). At 48 h., S. riodocensis GT-SL1R slightly produces biosurfactant SLs at 40.55 g l−1 or a productivity of 0.84 as compared to S. bombicola BCC5426 which produces at 39.36 g l−1 and productivity of 0.82, respectively (Table 1). Palm oil is an effective low-cost substrate for the production of both lactone and acidic forms of SLs with the yield on the substrate between 31 and 39 or 30–46% using S. bombicola or S. riodocensis strain, respectively (Table 1). In terms of biological activity, SLs have anti-hyphal and antibiofilm activities against C. albicans. The lowest concentration of SLs was found at 125 μg ml−1 which can inhibit C. albicans in 90-min-old biofilm by approximately 50%. Subsequently, 500 μg ml−1 of SLs can inhibit C. albicans mature biofilm by approximately 50% within 24 h. Further, the lowest concentration of SLs is found at 125 μg ml−1 which can reduce the biofilm biomass by approximately 50% as compared to control. Importantly, this study showed that SLs produced by S. riodocensis could reduce hyphal growth of key pathogenic yeast C. albicans as shown by SEM analysis although the mechanism of action remains to be elucidated. Moreover, characterization of SLs biosynthetic genes in S. riodocensis will be beneficial in terms of the production. To this end, yeasts including S. riodocensis have high potential as a microbial cell factory for the production of environmental-friendly biosurfactants, serving the increasing demand for future uses in functional food, agriculture, and industries as well as health and well-being.
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Acknowledgements
Special thanks to K. Aryusuk, K. Poomputsa, T. Jutarosaga, and W. Samakkarn (KMUTT), S. Watanachaisereekul (KMILT), P. Srabua (Chulalongkorn University) for fruitful discussion and technical assistance.
Funding
We would like to thank Thailand Science Research and Innovation (TSRI) Basic Research Fund: the fiscal year 2021 under project number 64A306000038 for financial support. The project is funded by National Research Council of Thailand (NRCT) and King Mongkut’s University of Technology Thonburi for Mid-Career Researcher grant under project number N42A650315 to N.S Lastly, A.A. received Petchra Pra Jom Klao scholarship from King Mongkut's University Technology Thonburi.
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Conceptualization, AA and NS; methodology, AA, KW, and NS; software, AA and CS; validation, AA and NS; formal analysis, AA and NS; investigation, AA and NS; resources NS; data curation, AA and CS; writing—original draft preparation, AA and CS; writing—review and editing, NS; visualization, AA, CS, KW, and NS; supervision, NS; project administration, NS; funding acquisition NS. All authors read and approved the final manuscript.
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Alfian, A.R., Watchaputi, K., Sooklim, C. et al. Production of new antimicrobial palm oil-derived sophorolipids by the yeast Starmerella riodocensis sp. nov. against Candida albicans hyphal and biofilm formation. Microb Cell Fact 21, 163 (2022). https://doi.org/10.1186/s12934-022-01852-y
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DOI: https://doi.org/10.1186/s12934-022-01852-y