BC yield using different carbon sources
The BC-synthetic activity of Medusomyces gisevii was evaluated for two different carbon sources (glucose and sucrose) at different initial sugar concentrations ranging from 5.0–17.5%. The amount (wet mass) of biosynthesized BC and the rate of its biosynthesis were determined every 24 hours at twelve different time points during cultivation. The results are presented in Fig. 2.
Figure 2a shows the BC yields that were daily monitored upon Medusomyces gisevii cultivation on different concentrations of glucose and sucrose. Distinct BC pellicles formed in the air-water interface starting from the 4th day of cultivation. For both used carbon sources, the production of BC increased with an increasing initial concentration of the nutrient medium up to 10% but then decreased at higher concentrations.
The largest yields of BC (173gL− 1) were obtained on glucose after the 18th day of cultivation at the starting concentrations close to 8.0%. Lower BC production was observed at both lower and higher initial glucose concentrations. The obtained concentration optimum values are higher than those previously reported by other groups (~ 5.0%), which may be explained by differences in the microorganisms used (Younesi et al. 2019). A possible reason for the decreased production of BC at glucose levels of less than 5% is that glucose was the only available energy source in the medium for some microorganisms comprising Medusomyces gisevii. The inhibition of the BC production at initial glucose concentrations of more than 14.0% can be attributed to high osmotic pressure and lower water activity.
On sucrose, the maximal yield of the synthesized BC pellicle of 163.5gL− 1 was reached on the 20th day, when initial sucrose concentrations were close to 10.0%. Lower initial sucrose concentrations correlated with decreased cellulose biosynthesis. For instance, the BC yield did not exceed 27.0gL− 1 for 5.0% sucrose after the 20th day of cultivation. Similarly, at high initial sucrose concentrations (15.0% and 17.5%), decreased BC yield values were measured during the entire process (20 days), which may be associated with the inhibition of the symbiotic acetic acid bacteria. This conclusion is also supported by a lower rate of the culture medium acidification (as will be discussed in the sections below).
The measured differences in the BC yields between the glucose and sucrose variants are presumably related to the differences in BC biosynthetic pathways and the level of involvement of glucokinase, phosphoglucomutase and uridine triphosphate (UTP)-glucose-1-phosphate uridylyltransferase. It is known that glucose transformation to glucose-6-phosphate, glucose-1-phosphate, uridine diphosphate (UDP)-glucose occurs prior to incorporation to unbranched beta-1,4-D-glucan chains (i.e., BC) with the aid of cellulose synthases (Wang et al. 2018). The sucrose transformation pathways in Medusomyces are not well studied yet.
Our results may indicate that sucrose exhibits lower efficiency as a substrate for BC biosynthesis compared to glucose. In particular, insufficient concentration of sucrose may reduce the intensity of alcoholic fermentation by symbiotic Saccharomyces and Zygosaccharomyces species, which results in decrease in ethanol formation, thus diminishing ethanol’s enhancing effects on BC biosynthesis (Cielecka et al. 2021, Li et al. 2012).
For all studied glucose concentrations, the highest yields were obtained upon BC pellicle removal on the 18th day of cultivation. Thereafter, a slight decrease in the mass of the BC pellicle was observed (well visible on the 20th day). This can be related to the partial destruction of the polymer matrix in the late culture. However, in the sucrose variants, no such BC degradation was observed after 18 days, probably due to slower carbon source utilization. A similar “postponed” sucrose contribution effect to the BC biosynthesis was reported by Mikkelsen et al. However, in their study, a single Gluconacetobacter xylinus strain produced BC on sucrose more readily (Mikkelsen et al. 2009).
BC biosynthesis rate depending on the carbon source
According to the results presented in Fig. 2, the highest BC biosynthesis rates were reached using 7.5–10.0% glucose nutrient media. A sharp increase in the BC production rate was observed on the 8th day for concentrations 7.5% and 10.0%, where the biosynthesis rate reached the maximum value of 0.23gL− 1 BC dry mass per day, which was also consistent with the wet mass BC dynamics (Fig. 2a). For comparison, the BC production rate in 15.0-17.5% glucose on the 8th day reached 0.098gL− 1day− 1. After 8th day, the biosynthesis rate decreased for all studied glucose concentrations, so that on the 20th day it was 1.5–1.9 times lower compared to the peak values.
For sucrose, the maximal BC biosynthesis rate was determined on the 8th day of the cultivation, reaching 0.165gL− 1 dry weight per day for 10.0% sucrose. On the 20th day the rate decreased by 10.9% (Fig. 2b). The highest BC yield and biosynthesis rate were typical for nutrient media containing 10.0% sucrose: the mass of BC pellicle – 163.5gL− 1 and the biosynthesis rate – 0.165gL− 1 dry weight per day on the 20th and 8th days, respectively. These results again imply a lower efficiency of sucrose as a substrate for BC biosynthesis compared to glucose. In some published studies, greater growth on sucrose was achieved, partially due to the consideration of molar mass. Moreover, when growing on sucrose, less substrate was “wasted” for the synthesis of organic acids (Yoshinaga et al. 1997, Nakai et al. 1999, Amor et al. 1995).
Sugar type effect on the substrate conversion degree
In the microbial cell, the carbon source from the culture medium is converted into UDP-glucose (a key precursor for the BC synthesis) through a series of enzymatic reactions. Unlike other sugars, D-glucose is not only a convenient energy source, but also as an ideal precursor for the cellulose biosynthesis (Masaoka et al. 1993). The rate of glucose consumption from the medium during the BC biosynthesis was shown to be fully consistent with the amount of BC produced (Aswini et al. 2020, Klemm et al. 2005, Gullo et al. 2019).
Dynamics of the substrate concentration in the culture media during the BC biosynthesis are shown in Fig. 3 for different initial concentrations of glucose and sucrose. The most significant decrease in the glucose content of 81.9% (from 64.0gL− 1 to 11.6gL− 1) was observed on the 20th day in the samples initially containing 7.5% glucose. Also, a substantial reduction in glucose content of 32.7% (from 141.2gL− 1 to 95.4gL− 1) was recorded for the highest initial glucose concentrations of 17.5%. Beginning from the 14th day of all tested nutrient media, the smallest glucose content changes in the culture media were determined, showing a decrease of less than 10gL− 1. The minimal detected change in glucose throughout the 20-day period of cultivation occurred in the nutrient media containing initially the highest content of glucose (17.5%), which was consistent with the smallest mass of produced BC – 82.10gL− 1.
The most comprehensive substrate utilization was determined when the Medusomyces gisevii was cultivated on the nutrient media containing 7.5% glucose and an initial concentration of 6.0%. Here, the largest amount of BC was produced to the 18th day, reaching 172.65gL− 1. Thus, the change in glucose in the culture media during biosynthesis was perfectly inversely correlated with the synthetized BC mass.
The substrate conversion degree (SCD) is one of the main indicators reflecting biosynthetic efficiency. In general, the maximal SCDs were found around the 8th day and then decreased during further cultivation. The highest SCD for 20 days of cultivation was calculated for nutrient media with 7.5% glucose and reached 9.04%. (Fig. 3b).
At high glucose concentrations of 15.0 and 17.5%, the maximum SCD was reached much later, on the 18th day of cultivation, reaching 3.65% and 2.32%, respectively, which is significantly lower (> 2.5 times) than the measured absolute maximum on glucose. For all used glucose concentrations, the conversion degree decreased on the 20th day, which may be associated with the previously mentioned onset of BC degradation after the 18th day of the experiment.
In the past, various carbon sources, including fructose, galactose, mannose, xylose, arabinose, sorbose, and others, were tested for their suitability for BC production by different microorganisms, but mostly with low conversion yields (Jonas and Farah 1998). However, one important disadvantage of utilizing glucose as a carbon source is related the pyrroloquinoline quinone cofactor-dependent glucose dehydrogenase (GDH) that converts glucose into gluconic acid (Shigematsu et al. 2005). The generation of gluconic acid consumes glucose in the nutrient medium and leads to undesired decrease of pH, thus additionally hampering BC biosynthesis (Verschuren et al. 2000).
On sucrose, the highest sugar consumption rates we measured around the 10th day of Medusomyces cultivation. In 10.0% sucrose the sucrose level decreased by 47.7% within 20 days of biosynthesis, which fits well to the reached highest total BC synthesis (163.5gL− 1). The low activity of sucrase in the BC producers and the inability of the bacterial cell to transport sucrose across the cell membrane reported by (Zhong et al. 2013), means that sucrose in the medium must be first hydrolyzed to glucose and fructose. For this reason, we followed the glucose concentration changes also in the sucrose-based culture media. As expected, decrease in glucose concentration was observed during 10 days of cultivation. This trend may be due to the relatively slow rate of sucrose hydrolysis by yeast cells in comparison to glucose consumption speed, since glucose is used both as energy source and as a precursor of cellulose.
Starting from the 10th day of cultivation on a sucrose media, glucose accumulation in the culture media occurred. This effect was more pronounced in the variants with 15.0-17.5% sucrose, where on the 20th day, the glucose content reached 11.2gL− 1. In the 7.5% and 10.0% sucrose variants the glucose concentration reached only 1.8gL− 1 at that time.
Furthermore, the efficiency of sucrose utilization was determined by calculating the degree of sucrose conversion at each stage of BC biosynthesis. The lowest degree of conversion was determined for the 5.0-17.5% sucrose-containing nutrient media during the entire biosynthesis process (20 days), which might be due to the non-optimal content of sucrose in the nutrient media for cellulose biosynthesis. Even at 1.11% glucose content on the 20th day of biosynthesis, the degree of substrate conversion for the 17.5% sucrose-containing nutrient media remained within 3.6%. This may indicate inhibition of synthetizing activity of the acetic acid bacteria when initial concentration of sucrose exceeded 14%. The maximum degree of sucrose conversion (11.29%) was determined for the 10% sucrose-containing nutrient media on the 8th day of biosynthesis. In the 7.5% sucrose samples the maximum degree of substrate conversion 8.16% was measured on the 10th day.
Dynamics of acidic products accumulation depending on the carbon source used
The formation of acidic by-products (especially acetic and gluconic acids) during the BC synthesis significantly impacts the substrate conversion into BC (Islam et al. 2017). In our experiments, the initial pH values of all media were relatively low (around 3.4) because pH was measured after medium inoculation with Medusomyces biomass. The samples having initial glucose concentrations between 5.0% and 17.5% demonstrated rapid pH drop from the very beginning and on the 20th day of cultivation reached pH values in the range 2.38 and 2.22. By contrast, in all tested sucrose media, the pH values remained relatively stable within first four days. Then, the level of later acidification of the media clearly correlated with the initial sucrose concentration (Fig. 4a). On the 20th day, the lowest pH value of sucrose media reached 2.76.
Since most by-products formed during BC biosynthesis are weak organic acids, the change in titratable acidity (TA) could be more informative for characterization of the substrate conversion and respectively BC biosynthesis. As expected, the measured TA values had in the in general the same trend as the pH data, and again exhibited “stability” period for the sucrose samples (Fig. 4b). The final values of titratable acidity were 323°T and 330°T for highest glucose concentrations 15.0% and 17.5% respectively, which was significantly higher compared to the corresponding sucrose variants (188°T and 215°T, respectively).
Thus, in contrast to the sucrose group, the glucose media displayed much faster pH changes and much rapid TA dynamics. The observed drop in pH values occurred relatively early in the whole studied concentration range with more acid metabolites formed, as evidenced by the comparison between pH and titratable acidity (Fig. 4).
Characterization and comparison of BC synthetized on glucose and sucrose
Ribbon-like microfibrils characteristic for bacterial cellulose are known to be about 100 times thinner than those of plant cellulose. This fact, together with BC high crystallinity degree contributes to high porosity and an excellent water absorption capacity (more than 99% moisture content) of BC, allowing it to form a strong and flexible hydrogels (Hodel et al. 2020, Semjonovs et al. 2017).
Previous FE-SEM studies indicated that the BC fibrils are densely packed within the pellicles and the different used carbon sources had no significant effect on the micro-architecture of the resulting cellulose pellicles. Mikkelsen et al. demonstrated that the BC production rate was influenced by different carbon sources, but the formed BC was indistinguishable in microscopic and molecular features (Mikkelsen et al. 2009).
Indeed, in our experiments, initial comparison of the microfibrils produced on glucose and sucrose media first did not reveal significant differences between them: all variants exhibited a randomly intertwined structure of relatively straight 10µm long microfibrils. Primary surface profiling showed that both glucose- and sucrose-derived BC samples display a typical pattern of 120nm microfibrils cross-wound in pairs (Fig. 5a).
More detailed analysis showed though that the surface of samples synthesized on sucrose was more branched, dense and heterogeneous (Fig. 5b). It also displayed larger pores (up to 2µm in diameter), and had overall higher roughness (Fig. 6a). The fibrils were found more entangled, more randomly intertwined and exhibited multiple bends. Surface of the samples grown on glucose was mainly composed by straight-shaped fibrils having a typical length of more than 50µm.
It is known that there are 4 types of polymorphic modification of cellulose molecules. Type I modification includes natural cellulose, which in turn is divided into Iα and Iβ cellulose. According to the Mayer-Misch model, Iβ cellulose has a monoclinic unit cell, while Iα cellulose is characterized by a single-fragment triclinic unit cell. In celluloses from algae and bacteria, the low-symmetry Iα phase predominates, while the Iβ phase is major in celluloses from higher plants (wood, cotton, ramie). At the same time, Iβ is more stable, which usually causes slow irreversible transformation of Iα cellulose into Iβ.
Analysis of X-ray diffraction (XRD) data was important for better understanding of macro-characteristics and performance of the BC materials, such as strength, moisture absorption capacity, water holding capacity, and so on. Like AFM and EF-SEM, the XRD indicated some differences between the BC samples of different origin. In Fig. 6b the experimental points are shown to be approximated in the X-ray diffraction pattern built by the Fityk program. Thinner lines of violet, black and green correspond to different components of the pseudo-Voigt model; the thick red line represents the superposition all components. The reflex in the [100] direction is characteristic of the triclinic syngony which corresponds to type Iα cellulose. The diffraction maximum (010) is characteristic of the monoclinic syngony, which corresponds to β-cellulose. As to the given diffraction pattern, the less ordered α-cellulose phase predominates in the BC sample grown on glucose. The diffraction angle of 220 corresponds to the [002] direction characterizing the microfibrils length.
The reference diffraction pattern of amorphous cellulose received from the database ICDD PDF-4 (https://www.icdd.com/pdf-4/) is a symmetrical curve, about 25º wide, with the center of symmetry coming at a diffraction angle of 20º. Comparison of the obtained diffraction data with the reference pattern implied that in all the tested samples the fraction of amorphous cellulose was insignificant. A distinct feature of the obtained diffraction patterns is the anomalous intensity ratio in the [100] and [002] directions. This indicates that the crystallite planes are parallel to the pellicle surface.
Comparison of the BC samples produced on glucose with those synthetized from sucrose also reveals differences on the intensities of the peaks in the [100] and [010] directions, suggesting lower content of β-cellulose in the sucrose-derived samples.
The obtained integral intensities were used to calculate the crystallinity degree quantitatively by the Rutland-Wonka method (Shao et al. 2022, Rabiej 1991). This method primarily uses the ratio of the crystalline phase area to the total area under the diffraction curve, which includes scattering by the amorphous and crystalline phases. Therefore, when determining the crystallinity degree by XRD analysis, it must be considered that the integral intensity of each reflection in the X-ray pattern is proportional to the content of the crystalline phase. The content of the amorphous component of the cellulose material is thus proportional to the intensity of diffuse scattering.
The crystallinity degree of the BC samples was calculated to be 94% for the glucose-derived BC and 98% for the sucrose-derived BC. It should be noted that for such highly crystalline materials, the width of the reflections is rather insignificant; their shape tends to be a vertical straight line. When calculating this parameter, the slope of the function graph and the width of the reflection at its half-height should be taken into account. Strictly speaking, the value of this parameter may also depend on the texture/roughness of the sample surface. However, we believe that, when applied in the same controlled manner, this method is suitable for comparative analysis the studied samples.
In general, the results obtained from AFM, FE-SEM, and XRD were in mutual agreement that the BC samples synthetized on the sucrose-based media featured (a) thinning of microfibrils, (b) their higher entanglement and (c) a greater degree of disorder in their spatial orientation.