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Getting lipids from glycerol: new perspectives on biotechnological exploitation of Candida freyschussii
Microbial Cell Factoriesvolume 13, Article number: 83 (2014)
Microbial lipids represent a valuable alternative feedstock for biodiesel production when oleaginous microbes are cultured with inexpensive substrates in processes exhibiting high yield and productivity. In this perspective, crude glycerol is among the most promising raw materials for lipid production, because it is the costless residual of biodiesel production. Thus, cultivation of oleaginous yeasts in glycerol-based media is attracting great interest and natural biodiversity is increasingly explored to identify novel oleaginous species recycling this carbon source for growth and lipid production.
Thirty-three yeasts strains belonging to 19 species were screened for the ability to grow and produce intracellular lipids in a pure glycerol-based medium with high C/N ratio. A minority of them consumed most of the glycerol and generated visible lipid bodies. Among them, Candida freyschussii ATCC 18737 was selected, because it exhibited the highest lipid production and glycerol conversion yield. Lipid production in this strain was positively affected by the increase of C/N ratio, but growth was inhibited by glycerol concentration higher than 40 g/L. In batch cultures, the highest lipid production (4.6 g/L), lipid content of biomass (33% w/w), and lipid volumetric productivity (0.15 g/L/h) were obtained with 40 g/L glycerol, during the course of a 30-h process. Fed-batch cultivation succeeded in preventing substrate inhibition and in achieving a high cell-density culture. The improved lipid production and volumetric productivity reached the remarkable high level of 28 g/L and 0.28 g/L/h, respectively. The lipids accumulated by C. freyschussii ATCC 18737 have similar fatty acid composition of plant oil indicating their potential use as biodiesel feedstock. Calculated physicochemical properties of a biodiesel produced with the lipids from C. freyschussii ATCC 18737 are expected to meet the European and American standards, being equal to those of rapeseed and palm biodiesel.
C. freyschussii ATCC 18737 could be considered an interesting microorganism for utilization in biofuel industry. Cultivation of this yeast in media containing crude glycerol should be investigated deeper in order to evaluate whether it may find application in the valorization of the waste of biodiesel manufacturing.
Biodiesel is a mixture of fatty acids (FAs) methyl esters obtained from the trans-esterification of triacylglycerols (TAGs). It is produced mostly from plant oils and is regarded as a major resource to face high energy prices and potential depletion of fossil oils reservoirs . Microbial lipids represent a valuable alternative feedstock for biodiesel production and heterotrophic oleaginous microorganisms gave rise to significant attention as lipid producers. Oleaginous yeasts, that accumulate relevant amounts of TAGs within intracellular lipid bodies, have been identified and deeply investigated in the genera Yarrowia, Candida, Rhodotorula, Rhodosporodium, Cryptococcus, and Lypomyces, belonging to both Ascomycota and Basidiomycota phyla [2–5]. TAGs form oleaginous yeasts are similar in composition to plant oils and were successfully exploited in the trans-esterification reaction [6–9]. Moreover, microbial production of TAGs present many advantages (such as low soil consumption, short life cycle, easy scale-up, and low affection by venue, season and climate) that promise to overcome many limitations of plant oils in biodiesel manufacturing [5–7] and provide a novel approach for a more sustainable biofuel production. In biodiesel manufacturing, yeast oleaginous biomass could be dried and subjected to direct methanolysis by acid or alkaline catalysis, but direct transesterification of wet microbial biomass, containing up to 70% water, has been recently described as well [7, 10, 11].
The utilization of microbial lipids for biodiesel production is economically feasible only if oleaginous microbes are cultured with inexpensive substrates (e.g. the by-products or wastes of other processes) in processes yielding high lipid and biomass concentration and exhibiting adequate yield and productivity. In this perspective, crude glycerol is a very promising raw material, because it is the costless residual of biodiesel production, consisting of a mixture of glycerol (65–85%, w/w), methanol, soaps, and minerals , that may be valorized in lipid production. Thus, cultivation of oleaginous yeasts in glycerol-based media is attracting great interest and natural biodiversity is increasingly explored to identify novel oleaginous species using this carbon source for growth and lipid production [13–17]. The process conditions leading to improved lipid production rate and cellular lipid content have been extensively investigated, too. Nutrient imbalance in the culture medium is known to trigger lipogenesis in oleaginous yeasts, the most efficient condition being the occurrence of nitrogen limitation in presence of an excess of carbon source [2, 18, 19]. Lipid production from glycerol has been studied mostly with batch fermentations, but fed-batch processes are increasingly reported as achieving the highest cell density, lipid production, and substrate conversion [20–22].
In this study, 33 environmental yeasts were screened for the ability to grow and produce intracellular lipids in a glycerol based medium. Due to purification costs, refined glycerol is not feasible for culturing oleaginous microbes and crude glycerol has to be used. However, pure glycerol was used to enable reproducibility of data and medium composition, because the composition of crude glycerol is greatly variable depending on the feedstock, the type of catalysis and the conditions of trans-esterification reaction [23, 24]. The best performing strain was selected for deeper investigation of lipid production and for the development of laboratory-scale fed batch process.
Results and discussion
Screening for oleaginous yeasts and selection of C. freyschussii ATCC 18737
The utilization of glycerol to produce microbial TAGs is a promising strategy enabling a valuable re-utilization of the major waste product of biodiesel manufacturing. Over 40 oleaginous yeast species are known, but the list is lengthening since TAGs-producers have been increasingly searched among environmental yeast isolates, the metabolic potential of which being still understudied. For most of them, however, the ability to accumulate lipids has been assessed in glucose-based media [2, 25], without an exhaustive survey on the oleaginicity on glycerol.
In the present study, 33 ascomycetous and basidiomycetous yeast strains belonging to the species Candida castellii, Candida freyschussii, Candida maltosa, Candida sake, Cryptococcus gilvescens, Kluyveromyces bacillosporus, Kluyveromyces lactis, Kluyveromyces lodderae, Kluyveromyces marxianus, Pichia farinosa, Rhodotorula laryngis, Saccharomyces boulardii, Saccharomyces cariocanus, Saccharomyces castellii, Saccharomyces cerevisiae, Saccharomyces dairenensis, Saccharomyces exiguous, Saccharomyces spencerorum, and Zygosaccharomyces rouxii were screened for the ability to grow and accumulate intracellular lipids at 30°C in GMY medium containing 40 g/L glycerol (Table 1). A glucose-based GMY medium containing 40 g/L glucose was previously used to screen a set of cold-adapted environmental yeasts , with the aim to investigate their ability to produce lipids. The same concentration of the carbon source was maintained in the present study expecting that the carbon/nitrogen imbalance (40 g/L glycerol with 3 g/L yeast extract) was high enough to enable production of storage lipids if the yeasts were oleaginous.
The medium proved to be satisfactory for the identification of some yeasts capable of growth, efficient substrate consumption, and higher lipid accumulation. Twenty-three strains of 33 exhibited some growth in 120 h, consuming at least 2 g/L glycerol (5% of initial concentration) and yielding a DW in the range from 1.5 to 11.9 g/L. Among them, only C. freyschussii ATCC 18737, K. bacillosporus ATCC 200960, P. farinosa L19, S. spencerorum ATCC 200069, and S. spencerorum ATCC 60635 consumed more than 90% glycerol and were also able to accumulate lipids, based on the appearance of visible intracellular lipid bodies positive to Sudan Black staining. The highest amount of intracellular lipids were produced by C. freyschussii ATCC 18737, P. farinosa L 19, and S. spencerorum ATCC 200069, which yielded 3.2, 1.6, and 2.4 g/L intracellular lipids, corresponding to 26.4, 17.4, and 37.4% of dry biomass, respectively (Table 1). C. freyschussii ATCC 18737, which exhibited the highest biomass yield and lipid production (P < 0.05) in terms of lipid concentration and glycerol conversion to lipids (YL/S) (Table 1), was selected for further investigation.
It is noteworthy that, to handle a reproducible and controllable cultural medium, pure glycerol was used first, without considering any potential effect of the impurities occurring in crude glycerol. Beyond certain levels, crude glycerol impurities (in particular alcohols, soaps, and metals) are known to negatively affect or inhibit microbial growth . However, certain oleaginous fungi were reported to give higher biomass and/or lipid yield with crude glycerol (e.g. from alkali- or lipase-catalyzed biodiesel production) compared with pure glycerol [15, 24, 28–32]. In fact, equivalent amounts of crude glycerol result in lower osmotic stress compared to pure glycerol and bear nutrients that may enhance growth (i.e. the salts) or may be used for biomass and/or lipid production (e.g. free fatty acids) [13, 31]. The main inhibitive effect of crude glycerol is ascribed to methanol, the removal of which through an evaporation process may be necessary for utilization in cultural media [24, 27, 30, 32]. Among the other impurities, inorganic salt, glycerides, and soaps positively affected both biomass and lipid production, while methyl esters did not exert any inhibition .
Subsequent studies will follow based on these evidences, in order to challenge C. freyschussii ATCC 18737 on crude glycerol and to evaluate the effect of the single impurities coming from specific biodiesel manufactures. A positive outcome of this approach would render C. freyschussii ATCC 18737 a good candidate strain for industrial lipid production, like Cryptococcus curvatus, Mortierella isabellina, Rhodotorula glutinis, and Yarrowia lipolytica[19, 20, 31, 33].
Effects of the C/N ratio on lipid production
It is known that a nutrient imbalance in the culture medium, and high C/N ratio in particular, positively affect lipid production by oleaginous species [2, 34, 35]. Thus, batch cultures of C. freyschussii ATCC 18737 were carried out in GMY medium, with 3 g/L yeast extract and glycerol concentrations ranging from 4 to 160 g/L (Figure 1, Table 2). The carbon source run out within the first 30 h if initial glycerol was 40 g/L or less. At least 16 g/L glycerol were necessary to establish nitrogen-limited conditions, as indicated by the final cell counts (Figure 1A). Even though the cells did not further increase due to nitrogen limitation, the increase of initial glycerol up to 40 g/L determined the increase of both final biomass and intracellular lipids (Figure 2A) and positively correlated with lipid/biomass yield (YL/X), indicating that higher amount of the carbon flow was directed toward the synthesis of storage lipid (Figure 1C). Higher glycerol concentrations inhibited the culture and did not determine any further rise in lipid production. In fact, in presence of 80 and 160 g/L glycerol the yeast yielded less biomass and failed to deplete the carbon source in 72 h (Table 2). Therefore, C. freyschussii ATCC 18737 exhibited the highest lipid production (4.6 g/L), lipid content of biomass (33%), and lipid volumetric productivity (0.15 g/L/h) with 40 g/L glycerol, during the course of a 30-h batch process. Growth inhibition in presence of high glycerol concentration might be due to osmotic stress and was described also for other yeasts cultured in pure or crude glycerol, with the exception of Y. lipolytica[15, 36, 37]. Thus, the behavior of C. freyschussii ATCC 18737 is in line with most fungi, which are inhibited by glycerol at concentration ranging from 40 to 100 g/L [15, 20, 21].
Lipid composition and predicted biodiesel properties
The 1H-NMR spectrum of the lipids extracted from nitrogen limited cultures of C. freyschussii ATCC 18737 indicated that the extracts were mostly composed of TAGs and did not contain detectable free fatty acids or other polar lipids. In fact, all the signals in 1H-NMR spectra fitted the literature spectra of plant oils. The triplet signal of α-CH2 at 2.31 ppm suggested the presence only of esters and the absence of free FAs . Regardless of the C/N ratio, the FAs profile of C. freyschussii ATCC 18737 (Table 2) was dominated by the C18 ones followed by the C16 (58.3 to 70.2% the former, 29.4 to 41.7% the latter). Myristic acid and the FAs longer than C18 were always negligible. With the exception of palmitic acid, always accounting for approx. 17% (P > 0.05), glycerol concentration affected the relative abundance of each FA in nitrogen limited media, compared with carbon limited ones (Table 2). The differences due to glycerol concentration were minor or negligible among nitrogen-limited cultures. Comparison of fatty acids composition in cultures grown at 4 or 40 g/L revealed that in the passage from carbon to nitrogen limited media saturated FAs decreased from 23.6 to 19.4%, due to the slight reduction of stearic acid from 6.1 to 2.7% (P < 0.05). Monounsaturated FAs (C16:1 + C18:1) were always the most abundant and increased from 44.4 to 68.7% (P < 0.05), principally due to oleic acid, always the most abundant FA, which passed from 32.5 to 48.8% (P < 0.05). The polyunsaturated FAs decreased from 33.6 to11.2%, linoleic and linolenic acid dropping from 24.7 and 6.9% to 10.5 and 0.7% with 4 and 40 g/L glycerol, respectively.
Differences in FA profile are known to occur, depending on medium composition [4, 39], but have not been conclusively explained yet. Lipid droplets have been recently recognized as highly dynamic organelles, acting as storage depots of neutral lipids and playing a central role in the homeostasis of fatty acids in both triacylglycerols and membrane phospholipids. The observation that different C/N ratios cause changes in fatty acids composition likely arise from different metabolic states which affect the FA biosynthesis in order to meet different cellular needs (e.g. the phospholipids for cellular membranes, required during growth, or neutral storage lipids in nitrogen limited cultures).
The lipids produced by C. freyschussii ATCC 18737 have similar fatty acid composition to that of plant oil indicating their potential use as biodiesel feedstock . In order to establish if they are suitable for biodiesel production, the physicochemical properties which depend on the FA profile of the feedstock (density, kinematic viscosity, flash point temperature, heating value, and saponification, iodine, and cetane numbers) were preliminary calculated using database values of individual pure fatty acids methylesters and predictive equations (Table 3) . Rapeseed and palm oil, two major plant feedstocks, were analyzed with the same equation and compared . The putative physicochemical properties of a biodiesel composed of FAME from C. freyschussii ATCC 18737 lipids are in line with those of rapeseed and palm biodiesels, and are expected to meet the European and American standards (EN 14214 and ASTM D6751, respectively).
C. freyschussii ATCC 18737 was cultured in bioreactor in order to evaluate the kinetics of growth and lipid production in nitrogen limited GMY medium containing 40 g/L glycerol. Its behavior was similar to that observed with other oleaginous fungi cultured in nitrogen limited media [2, 34, 42], since growth and lipogenesis proceeded through two consecutive phases (Figure 2). Exponential balanced growth occurred during the first 11 h, yielding the increase of both cell counts and biomass dry weight (up to 1.0e + 09 cells/ml and 6.1 g/L, respectively). Accumulation of storage lipids took place at some extent even during the growth phase, since 1.1 g/L lipids were produced and reached the 18% of biomass weight, with a mean rate of 0.10 g/L/h. At the end of the growth phase, total cellular carbohydrates accounted for 1.8 g/L, i.e. the 30% of biomass.
The growth phase took place at the expenses of only approx. 12 g/L glycerol, then the remaining glycerol continued to be consumed and get exhausted after 30 h of cultivation. In this latter phase, the increase of cell counts was minor, due to nitrogen limitation. On the contrary, the consumption of the excess of glycerol was accompanied by the increase of biomass weight (up to 15.2 g/L), due to the synthesis and accumulation of both carbohydrates and lipids. Unlike other oleaginous yeasts, citrate or other low molecular weight metabolites were never produced at detectable levels . Cellular carbohydrates increased up to 6.1 g/L, accounting for the 40% of dry biomass. Lipid production occurred with a rate of 0.18 g/L/h and yielded 4.7 g/L lipids, which accounted for the 32% of biomass after 30 h. Thus, the whole batch process performed a volumetric productivity of lipids of 0.16 g/L/h with a lipid/glycerol yield (YL/S) of 12%. The maximum theoretical lipid yield from glycerol is approx. 30% w/w , but reported YL/S values generally range between 8 and 12%, one exception being the fungus M. isabellina that performed lipid production from crude glycerol with a yield of 15% . In this context, the performance of C. freyschussii ATCC 18737 is higher than that of most oleaginous yeasts reported in literature. Yet, glycerol conversion into lipids remains quite low and a relevant amount of the carbon flux is drained into storage carbohydrates.
Since the extent of the carbon excess positively affected lipid production, but high glycerol concentration inhibited growth, fed-batch cultures have be utilized to furnish additional glycerol without incurring in strain inhibition [20, 21, 31]. Thus, three different feeding strategies were attempted with the aim to prevent growth inhibition and extend the lipogenic phase, improving lipid production (Figure 3, Figure 4).
In the first fed-batch experiment, after 30 h batch-wise cultivation in GMY medium, C. freyschussii ATCC 18737 was given two consecutive pulses of concentrated glycerol to restore 40 g/L glycerol as soon as the carbon source was depleted (Figure 3A). All the glycerol fed was consumed in 300 h, yielding a slight increase of cell counts accompanied by a greater increase of biomass concentration. At the end of the process 30.5 g/L biomass were achieved, 9.1 g/L of which were cellular lipids (YL/X = 30%). Despite the greater amount of lipids produced, the volumetric productivity was lower (0.03 g/L/h) compared to the batch process, because glycerol consumption rate progressively decreased, causing the production rate to decline as well (Figure 4).As glycerol pulses did not improve the productivity, different feeding approaches were tried out, consisting in the addition of a concentrated medium, where both carbon and nitrogen sources were both 20-fold more concentrated, compared with GMY medium (hereinafter named C-GMY). When 4 repeated pulses of C-GMY medium were given (Figure 3B), the cell counts continued to increase because the culture was provided with the nitrogen source, thus a high-cell density culture of 4.0e + 09 cells/ml and 65 g/L biomass was obtained in 115 h. Glycerol was consumed with improving rates as the culture became more dense, thus enabling the feeding of progressively more abundant pulses without incurring in any inhibition. The culture generated 20 g/L lipids, accounting for the 32% of biomass, with a mean volumetric productivity of 0.18 g/L/h (Figure 4).
When C-GMY was continuously fed (Figure 3C), the culture was provided with 5.5 g/L/h of glycerol, approx. 3-fold higher than the highest consumption rate registered during the batch phase (1.8 g/L/h). The continuous feeding started at 30 h of cultivation. It resulted in initial glycerol accumulation at the rate of 3.4 g/L/h, with a concurrent increase of cell density and biomass concentration, which caused glycerol consumption rate to increase as well. As a result of the progressive increase in consumption rate, glycerol reached the highest concentration when the consumption rate became equal to the feeding one (62 g/L, after 24 h of feeding), then it decreased as the consumption rate further increased above 5.5 g/L/h. After 70 h of feeding, the culture contained < 0.3 g/L glycerol, 5.6e + 09 cells/ml, and 82 g/L biomass, 28 g/L of which were cellular lipids (YL/X = 34%). In these conditions, lipids were produced with the mean volumetric productivity of 0.28 g/L/h (Figure 4).
The data herein presented confirm that fed-batch fermentations are adequate to prevent inhibition at high glycerol concentrations, thus enabling a relevant improvement of process performance [20, 21, 31]. In particular, cultivation of C. freyschussii ATCC 18737 in fed-batch mode succeeded in increasing both lipid concentration and volumetric productivity to remarkable high levels, in particular with the continuous feeding of C-GMY. This achievement was mostly due to the increase of cell density and biomass concentration, both contributing at the improvement of lipid production rate and lipid concentration in the culture. On the other hand, feeding a concentrated medium with the same C/N ratio did not influence carbon allocation, compared with the batch process, thus the lipid content of biomass and lipid/glycerol yield remained both unaffected. Likewise, storage carbohydrate accumulation also remained unaffected, since the carbohydrate content within biomass always ranged between 40 and 43% without any significant difference among the processes.
Compared with previous studies describing batch and fed-batch processes using oleaginous yeasts for lipid production from pure and/or crude glycerol, the best fed-batch process of C. freyschussii ATCC 18737 yielded greater lipid concentration and volumetric productivity. Higher values (29 g/L lipids, 0.6 g/L/h) were obtained only in fed-batch process of Cr. curvatus with pure glycerol . Conversely, diverse oleaginous fungi exhibited higher YL/X than C. freyschussii ATCC 18737 in batch and fed-batch processes in glycerol-based media [21, 31]. As an example, the biomass of R. glutinis contained lipids up to the 61% during fed-batch cultivation with crude glycerol, but overall lipid concentration and volumetric productivity were lower (6.1 g/L lipids, 0.09 g/L/h) . Overall, lipid production C. freyschussii ATCC 18737 has potential to be profitable at the same extent (or more) compared with other processes described with oleaginous fungi. In particular, the fed-batch processes herein described present higher lipid production and productivity, compared with most processes proposed in literature, albeit the process needs to be adapted to the utilization of crude glycerol, much cheaper than pure glycerol.
This study explored lipid production from glycerol in 33 yeast strains and focused on C. freyschussii ATCC 18737, which exhibited the highest yield. Lipid production was positively affected by the increase of C/N ratio, but growth was inhibited by high glycerol concentration. Fed-batch cultivation succeeded in preventing substrate inhibition and in achieving a high cell-density culture, resulting in remarkable high lipid production and volumetric productivity (28 g/L and 0.28 g/L/h, respectively). The lipids produced by C. freyschussii ATCC 18737 have similar fatty acid composition to that of plant oil indicating their potential use as biodiesel feedstock. Predicted physicochemical properties of a biodiesel produced from the lipids C. freyschussii ATCC 18737 are in line with those of rapeseed and palm biodiesels, and are expected to meet the European and American standards. Therefore, C. freyschussii ATCC 18737 could be considered an interesting microorganism for utilization in biofuel industry. Cultivation of this yeast in media containing crude glycerol should be further investigated in order to evaluate whether it might find application in the valorization of the waste of biodiesel manufacturing.
Strains and culture conditions
Thirty-three environmental yeast strains used in this study were obtained from ATCC (Manasses, VA, USA), CBS (Utrecht, the Netherlands), and DBVPG (Industrial Yeasts Collection, University of Perugia, Italy), or from our own collection. To evaluate lipid production, aerobic cultures were carried out at 30°C in flasks of the carbon rich GMY medium that contained 40 g/L glycerol, 8 g/L KH2PO4, 0.5 g/L MgSO4 · 7H2O, 3 g/L yeast extract (BD Difco), and 0.1 ml PTM1 microelements solution [26, 43]. To investigate the effect of the C/N ratio, batch experiments were carried out in GMY medium containing 4, 8, 16, 24, 40, 80, and 160 g/L glycerol. Biomass was harvested and lipid content was analyzed at the latest after 72 h, unless glycerol was depleted earlier. All chemicals were obtained from Sigma-Aldrich (Steinheim, Germany).
The lipid/biomass yield (YL/X) was calculated as the grams of lipid produced per gram of biomass and corresponded to the lipid content of biomass. The lipid/glycerol yield (YL/S) was calculated as the grams of lipid produced per grams of glycerol consumed.
Batch and fed-batch processes
Batch experiments were carried out in a benchtop bioreactor (Labfors, Infors, Bottmingen, Switzerland) with 2 L of GMY medium, inoculated 5% v/v with a 24-h seed culture grown in GMY containing 4 g/L glycerol. The culture was kept at 30°C and aerated with 1 v/v/min air; stirring was regulated in the range from 150 to 900 rpm to keep the DOT at 20%.
Fed-batch experiments were initiated batchwise in 2 L of GMY medium containing 40 g/L glycerol. As the culture entered into the stationary phase, one of the following feeding modes was applied: i) pulses of 400 g/L glycerol, repeatedly given to reinstate 40 g/L glycerol whenever the carbon source was exhausted; ii) pulses of C-GMY medium (containing 800 g/L glycerol,60 g/L yeast extract, 8 g/L KH2PO4, 0.5 g/L MgSO4 · 7 H2O, and 0.1 ml/L PTM1 solution), repeatedly given to reinstate 40 g/L glycerol; iii) continuous feeding C-GMY medium, to provide 5.5 g/L/h glycerol. Samples were periodically collected to monitor glycerol, growth, and the amount of cellular lipids and carbohydrates.
Glycerol concentration was analyzed using HPLC device (Agilent technologies, Waldbronn, Germany) equipped with refractive index detector (RID) and Aminex HPX-87 H ion exclusion column. Isocratic elution was carried out at with 5 mM H2SO4 at 0.6 ml min-1. Biomass concentration (dry weight, DW) was determined gravimetrically using pre-weighed 0.2 μm filters; cell counts were quantified in a Bürker chamber at the optical microscope. Cellular carbohydrates were quantified by reacting yeast biomass with anthrone reagent . To evaluate the presence of cellular lipid bodies, yeast cells were pelleted, incubated for 15 min in a filtered solution of Sudan Black B (5 g/L in ethylene glycol), and observed at the optical microscope.
Cellular lipids were extracted from lyophilized biomass with chloroform: methanol mixture (2:1, v/v) and were determined gravimetrically . The lipid extract was subjected to 1H-NMR spectroscopy to evaluate triacylglycerols, polar lipids, and free fatty acids . To determine the fatty acids (FA) composition, the corresponding methyl-esters were generated and analyzed by GC-MS. The lipid extract was diluted 1:20 (w/v) in ethyl ether, then 100 μL of this solution were mixed with 900 μL of ethyl ether containing 1 g/L glyceryl triundecanoateas, the internal standard, and 50 μL of sodium methanoate (3.3 M in methanol). 30 μL of acetic acid were added after 10 min at room temperature, then the mixture was clarified by centrifugation (4000 g, 4 min) and 1 μL was injected into a quadrupole GC-MS system (HP5890 HP5972, Agilent Technologies) equipped with CP–Select CB column for FAME (Varian). The injection temperature was 270°C; the oven temperature was programmed with a 2.5°C/min increase from 160°C to 250°C and 20 min isotherm at 280°C. Peak areas in the total ion chromatograms were used to determine their relative amounts. To aid the analysis of lipid composition, the unsaturation index (UI) was calculated as the number of the double bonds of each fatty acids multiplied by its relative amount.
Prediction of biodiesel properties
The physicochemical properties of biodiesel (i.e. the density, kinematic viscosity, flash point temperature, heating value, and saponification, iodine, and cetane numbers), that depend on the FA profile, were calculated using predictive equations (Additional file 1: Table S1), based on reported properties of individual pure fatty acid methyl esters [41, 45–48].
All values are means of three separate experiments. Differences in means were analyzed using ANOVA for independent measures, followed by Tukey post hoc comparisons (SPSS version 20, IBM, Armonk, USA). Differences were considered statistically significant for P < 0.05.
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The authors declare that they have no competing interests.
SR performed most of the experimental work. AL performed lipid extraction and GC-MS analysis. MMB and TR contributed to the design of fed-batch fermentation experiments and data interpretation. AA and MR conceived the study and drafted the manuscript. All authors read and approved the final manuscript.
Stefano Raimondi and Alberto Amaretti contributed equally to this work.