3.1. Critical micelle concentration (CMC)
The critical micelle concentration (CMC) is a pivotal parameter that describes surfactant compounds, signifying the minimum concentration of molecules requisite for achieving the lowest surface tension [7]. In elucidating the increase of anti-biofilm properties (section 3.4) at concentrations above 50 mg/L, RLs surface tension was measured in a YPD medium by the du Noüy’s ring method. Through measurements and curve plotting, the CMC for RLs was ascertained to be 44.2 mg/L (Fig. 3). Noteworthy is the fact that biosurfactants remarkably attenuated the surface tension of the YPD medium from 42.1 to 30 mN/m, with concentrations of 5.15 mg/L and 150 mg/L of RLs, respectively, in contrast to the free of RLs YPD medium's surface tension of 51.4 mN/m. Notably, even a minute concentration of rhamnolipid at 5.15 mg/L yielded a surface tension reduction of nearly 10 mN/m. This observation suggests that the mechanisms underpinning the antiadhesive activity of RLs against C. albicans may strongly hinge on micelle formation.
Literature posits that the CMC value of RLs is contingent upon the composition of homologues, particularly the ratio of di-RLs to mono-RLs. Li et al. determined the CMC for RL products derived from soybean oil and glycerol, revealing values of 65 mg/L and 50 mg/L, respectively. They juxtaposed these findings with a standard sample exhibiting a CMC of approximately 110 mg/L, containing almost three and two times fewer di-RLs compared to the test samples [26]. Hence, it can be inferred that the CMC value correlates with the di-RLs content in the mixture.
CMC values exhibit notable variability. For instance, Sharma et al [27] reported a study wherein biosurfactants synthesized by Pseudomonas aeruginosa MTCC7815, utilizing waste cooking oil as the sole carbon source, displayed a composite of mono- and di-RLs with a low CMC of 8.8 ± 0.3 mg/L. Conversely, another study published in 2023 involved the production of rhamnolipid using P. aeruginosa FA1 in solid-state fermentation with peanut meal as the substrate. Rhamnolipid obtained a CMC equal to 70 mg/L [28].
3.2. Influence of RLs on the activity of bacteriophages
To assess the potential inhibitory effects of RLs on bacteriophages, phages were subjected to incubation with varying concentrations of glycolipids (Table 1). Regardless of the concentration of RLs and the type of phage used, in all cases, the phage titer did not drop below the value of 1 x 108 pfu/mL. The most notable reduction recorded was observed for bacteriophage LO5/1f. However, even in this instance, a considerable portion of viable viruses (2,75 x 108 pfu/mL) was detected following incubation with RLs.
While numerous scientific reports highlight the inhibitory properties of biosurfactants against human viruses [29, 30, 31], to the best of our knowledge, there is a dearth of data regarding their impact on bacteriophages. Slightly more information can be gleaned concerning the influence of synthetic surfactants on phage activity. Interestingly, contrary to our observations, most reports suggest an adverse effect of surfactants on phages [32, 33]. Nevertheless, Fister et al [34] conducted an experiment wherein bacteriophage P100 was subjected to incubation with two surfactants, Lutensol (5%) and Sodium Dodecyl Sulfate (SDS) (5%), with the phage titer evaluated after 1 hour, 6 hours, and 24 hours. The results indicated that while Lutensol did not alter the phage titer within a day, SDS caused a drop in phage titer of 1.2 log10 units. These observations suggest that the impact of surfactants on phage viability may depend on the type of molecule employed.
The impact of bacteriophages and rhamnolipid individually on the growth of C. albicans in liquid culture was also assessed (Fig. S1). Based on the Student's t-test, there was no significant difference between the test samples and the control, indicating that neither agent inhibits the growth of C. albicans.
Table 1
Bacteriophage titer (pfu/mL) after incubation with RLs solutions.
Bacteriophage
|
Phage titer [pfu/mL]
|
Phage titer after incubation with 125 mg/L RLs
|
Phage titer after incubation with 250 mg/L RLs
|
Phage titer after incubation with 500 mg/L RLs
|
---|
BF9
|
7,51 x 108
|
1,55 x 108
|
1,38 x 108
|
1,23 x 108
|
BF15
|
2,35 x 109
|
1,91 x 109
|
1,68 x 109
|
1,43 x 109
|
BF17
|
1,70 x 109
|
9,51 x 108
|
1,60 x 109
|
1,15 x 109
|
FD
|
2,5 x 1010
|
1,57 x 1010
|
9,50 x 109
|
5,0 x 109
|
Felix
|
9,13 x 109
|
9,10 x 109
|
8,02 x 109
|
8,34 x 109
|
JG004
|
1,97 x 109
|
1,02 x 109
|
9,5 x 108
|
8,25 x 108
|
LO5/1f
|
1,92 x 109
|
2,55 x 108
|
2,75 x 108
|
2,0 x 108
|
T4
|
3,50 x 108
|
3,31 x 108
|
2,80 x 108
|
2,75 x 108
|
TO1/6f
|
5,10 x 109
|
2,05 x 109
|
1,26 x 109
|
8,35 x 108
|
TO1/7f
|
4,97 x 109
|
4,49 x 109
|
3,06 x 109
|
2,02 x 109
|
3.3. Antiadhesive properties of RLs, bacteriophages and their combinations
The initial attachment of cells to a surface plays a pivotal role in the formation of a biofilm structure [35]. Consequently, many innovative approaches are directed towards thwarting biofilm formation by engineering anti-adhesive surfaces [36]. The findings of this study unveiled that RLs might impede biofilm formation by C. albicans in a concentration-dependent manner (Table 2). These observations align with prior studies demonstrating the antiadhesive prowess of RLs in thwarting biofilm formation by C. albicans [37], as well as other microorganisms, including bacteria [38, 39, 40, 41] and filamentous fungi [42].
Conversely, it is widely recognized that bacteriophages possess the capability to adhere to abiotic surfaces [42]. Furthermore, previous research has illustrated that this particular feature of phages could be involved in developing safeguarding surfaces against bacterial contamination. For instance, phages may be used in designing coating materials aimed at preventing biofilm formation on surfaces such as catheters, materials particularly prone to microbial infections [43]. The study's outcomes indicated that despite the demonstrated inhibitory effect of phages in anti-adhesion treatments against C. albicans cells, the effect is notably weaker compared to that observed for RLs. The least inhibition of biofilm formation, a mere 4.9%, was noted for bacteriophage LO5/1f compared to the control lacking phages. Conversely, the most robust inhibitory effect was observed for bacteriophages T4 and TO1/6f, which decreased biofilm formation by 17.7% and 19.6%, respectively, in comparison to the control.
The primary objective of this study was to assess the antiadhesive properties of mixtures comprising RLs and bacteriophages in C. albicans biofilm formation. It is noteworthy that in all instances, irrespective of the RLs concentration and the type of phage used, combinations of both antimicrobials exhibited a stronger inhibitory effect against biofilm formation by Candida cells compared to when these factors were applied individually. At the highest biosurfactant concentration, the reduction in biofilm formation reached nearly 95% for most phages. Particularly, the combination of 200 mg/L rhamnolipid with phage BF9 emerged as the most efficacious, achieving a 94.8% decrease compared to the control with an untreated surface. However, even at the lowest rhamnolipid concentration (50 mg/L), combination with phages resulted in approximately an 80% reduction in biofilm formation (ranging from 77.8% for phage BF15 to 85% for phage T4).
Significantly, bacteriophage preparations, undergoing the amplification process, may contain bacterial residues stemming from host cell lysis. Therefore, to ascertain whether the observed synergistic effect was not influenced by bacterial fragments, bacterial lysates devoid of phages were prepared. Subsequent experiments were conducted analogously to those with preparations containing bacterial viruses. No inhibitory effect on biofilm formation by C. albicans cells was observed with bacterial lysates, indicating that phages are indeed the agents enhancing the antiadhesive activity of RLs.
Table 2. The percentage of biofilm formation by C. albicans on surfaces pretreated with RLs, bacteriophages, and their combinations. The results represent the averages of triplicate experiments ± standard deviations. The colors red and shades of orange correspond to the most significant inhibition of biofilm formation, yellow corresponds to intermediate inhibition of biofilm formation, while green indicates the weakest inhibition.
a – statistically insignificant results; Student’s t-test was used to compare values obtained from individual experimental models, where the surface was pretreated with RLs, phages, or combinations of these agents before introducing Candida cells. Differences were considered significant at a P-value of < 0.05.
3.4. Anti-biofilm properties of RLs, bacteriophages and their mixtures
In an experimental model where rhamnolipid and bacteriophages were concurrently introduced into the wells alongside C. albicans, the outcomes mirrored those observed when antibacterials were utilized to pre-coat the surface to prevent biofilm formation. Across all concentrations of RLs employed in individual experimental models, inhibition of Candida biofilm formation was evident. However, for concentrations of 50 mg/L and 100 mg/L, the inhibitory effect was comparable, amounting to approximately 70% biofilm inhibition (Table 3). Notably, at the highest RLs concentration tested in the experiment, the inhibition was even more significant, reaching 77%.
Bacteriophages exhibited a more pronounced inhibition of biofilm formation by Candida cells compared to the previous preadhesion model. Nonetheless, the effectiveness varied significantly among different phages. For instance, phages BF5 and Felix inhibited Candida biofilm formation by only 6% and 8.1% respectively, compared to the control. Conversely, phages TO1/6f, FD, and LO5/1f demonstrated stronger inhibitory properties, reducing biofilm formation by 30.4%, 32.1%, and 35.5% respectively, compared to the control. Despite the limited scientific data on phage interactions with yeast cells, previous observations have indicated the inhibition of C. albicans biofilm formation by phages. Namely, Nazik et al [20] demonstrated that phage Pf4, specific to P. aeruginosa, could inhibit C. albicans biofilm formation. This effect was correlated with the phage titer in the preparation, and notably, the phage was also effective in eliminating pre-formed biofilm.
Similar to the previous experimental model, synergy between RLs and phages was evident for each biosurfactant concentration and each phage tested. The most pronounced inhibitory effect was observed with the highest rhamnolipid concentration (200 mg/L) in combination with phage LO5/1f. This combination resulted in nearly complete inhibition of biofilm formation, approximately 96% compared to the control. It is noteworthy that phages BF17, FD, and JG004 also significantly reduced Candida biofilm formation, achieving inhibition rates of 90.5%, 91.7%, and 91.8% respectively.
Table 3. The percentage of biofilm formation by C. albicans with RLs, bacteriophages, and their combinations. The results represent the averages of triplicate experiments ± standard deviations. The colors red and shades of orange correspond to the most significant inhibition of biofilm formation, yellow corresponds to intermediate inhibition of biofilm formation, while green indicates the weakest inhibition.
a – statistically insignificant results; Student’s t-test was used to compare values obtained from individual experimental models, where Candida cells were introduced together with RLs, phages, or combinations of these agents. Differences were considered significant at a P-value of < 0.05.
3.5. Expression of genes responsible for biofilm formation by C. albicans in the presence of RLs, phages and their combinations
Four experimental models demonstrating the most robust inhibition of biofilm formation were selected for the subsequent stage of the study, in which the synergistic effect of RLs and phages was analyzed at the molecular level. Four genes associated with biofilm formation were chosen, and their expression was assessed in the presence of RLs, phages, and their combinations. The HWP1 gene encodes a cell surface protein exclusively expressed on hyphae, playing diverse roles including cell wall assembly, intracellular signaling, hyphal development, and adhesion to epithelial cells. The products of the ALS3, ECE1, and SAP4 genes, along with HWP1, contribute to hyphal growth [44, 45].
The results showed that rhamnolipids may significantly reduce biofilm formation by downregulating the expression of genes related to this structure. This aligns with the findings of Haque et al [46], who demonstrated that sophorolipids can inhibit the expression of hypha-specific genes HWP1, ALS1, ALS3, ECE1, and SAP4 in C. albicans, possibly explaining the inhibitory effect of these compounds on biofilm formation. Although there are no analogous data on rhamnolipids, Saadati et al [47] showed that rhamnolipids reduced the expression of quorum-sensing pathway genes agrA, agrC, icaA, and icaD, which are involved in the biofilm formation of methicillin-resistant Staphylococcus aureus. These data suggest that biosurfactants may influence biofilm formation by downregulating the genes responsible for this structure in various microorganisms.
On the other hand, there are no reports indicating that a similar mechanism operates in the case of bacteriophages, even for bacterial biofilms. The main mechanisms considered responsible for biofilm degradation by phages are: (i) replication within cells and the spread of progeny bacteriophages through the biofilm, progressively removing cell layers; (ii) production of depolymerizing enzymes that degrade the EPS; (iii) induction of depolymerizing enzymes from within the host genome; and (iv) persistence in cells that, upon reactivation, commence a productive infection, thereby destroying the cells [48]. However, in this study, phage LO5/1f reduced the expression of all tested genes, while phage FD downregulated the expression of HWP1 and ALS3. This suggests that influencing the expression of genes related to biofilm formation may be another potential mechanism by which phages interfere with biofilm, at least in some models.
Notably, the expression of each of the selected genes was significantly inhibited when Candida cells were treated with mixtures of RLs and bacteriophages compared to groups where biosurfactants and phages were used separately (Fig. 4a-d).
3.6. Microscopic observation of hyphae formation by Candida cells
The synergistic effect of RLs and phages in inhibiting hyphae formation was subsequently validated through microscopic observation. Similarly, the same four models demonstrating the strongest inhibition of biofilm formation were selected for the experiments. Cells treated with mixtures of RLs and phages exhibited a significant reduction in hyphae formation compared to the control group comprising untreated cells, as well as in groups where RLs and phages were applied separately (Fig. 5).