Skip to content

Advertisement

AMB Express
AMB Express Cover Image
  • Original article
  • Open Access

Evaluation of brewers’ spent grain as a novel media for yeast growth

AMB Express20177:117

https://doi.org/10.1186/s13568-017-0414-1

©  The Author(s) 2017

  • Received: 17 April 2017
  • Accepted: 26 May 2017
  • Published:

Abstract

Brewers’ spent grain (BSG) is a by-product generated from the beer manufacturing industry, which is extremely rich in protein and fiber. Here we use low cost BSG as the raw material for the production of a novel growth media, through a bioconversion process utilizing a food grade fungi to hydrolyze BSG. The novel fermentation media was tested on the yeast Rhodosporidium toruloides, a natural yeast producing carotenoid. The yeast growth was analysed using the growth curve and the production of intracellular fatty acids and carotenoids. Untargeted GCMS based metabolomics was used to analyse the constituents of the different growth media, followed by multivariate data analysis. Growth media prepared using fermented BSG was found to be able to support the growth in R. toruloides (21.4 mg/ml) in comparable levels to YPD media (24.7 mg/ml). Therefore, the fermented BSG media was able to fulfill the requirement as a nitrogen source for R. toruloides growth. This media was able to sustain normal metabolomics activity in yeast, as indicated by the level of fatty acid and carotenoid production. This can be explained by the fact that, in the fermented BSG media metabolites and amino acids were found to be higher than in the unfermented media, and close to the levels in YPD media. Taken together, our study provided evidence of a growth media for yeast using BSG. This should have potential in replacing components in the current yeast culture media in a sustainable and cost effective manner.

Keywords

  • Brewers’ spent grain
  • Growth media
  • Rhodosporidium toruloides

Introduction

BSG (Brewers’ Spent Grain) is the protein and fiber rich residue, accounting to 20 and 70% of dry weight respectively, produced during the process of beer manufacturing. The availability of spent grain is increasing with the increase in the beer production levels. Alternative uses for BSG are highly sought-after due to the increasing cost of disposal to be incurred.

Malted barley, the most common ingredient used to produce beer, is made by germinating barley. Afterwards, the grains are dried and crushed to remove the germ. This mixture is then treated in hot water, at 70–74 °C where the grain starch is converted to fermentable sugars (mashing step). The filtered sugar-rich liquid also known as the wart is fermented to produce beer, and the rejected retentate is known as the brewers’ spent grain. World beer production was reported to be 193 billion liters in 2014 and the globally leading countries in beer production are China, United States and Brazil (FAO 2017). Furthermore, for every 100 L of beer produced 20 kg of BSG is generated during processing (Mussatto et al. 2006). Thus, BSG is generated in massive quantities throughout the world. BSG accounts for approximately 85% of the by-products generated in the brewery industry (Mussatto et al. 2006) and for 30–60% of BOD (biological oxygen demand) and suspended solids generated by a typical brewery (Aliyu and Bala 2010).

BSG is a lignocellulosic material rich in protein and fiber (cellulose, arabinoxylan and lignin) accounting for approximately 20 and 70% respectively. BSG is reported to contain vitamins (biotin, folic acid, niacin, choline, riboflavin, thiamine, pantothenic acid and pyridoxine) and minerals (calcium, cobalt, copper, iron, magnesium, manganese, phosphorus, potassium, selenium, sodium and sulphur). Both essential (including lysine, histidine, methionine, phenylalanine and tryptophan) and non-essential (including alanine, serine, glycine and proline) amino acids are also reported to be present in BSG (Mussatto et al. 2006). BSG is rich in phenolic compounds (principally ferulic acid and p-coumaric acid) along with oligo-saccharides and polysaccharides. Evidence of dietary phenolic compounds to exhibit anti-carcinogenic, anti-inflammatory and antioxidant activities has been found recently. Similar to other lignocellulose material BSG is reported to contain various valuable materials within. One of the main reasons hindering the possessing of those is due to the recalcitrance of plant cell walls. Therefore, physical, chemical or biological conversion needs to be performed on the BSG.

Being available throughout the year at low or no cost at all makes spent grain a favourable raw material for any potential application. The majority of the produced BSG is currently disposed in landfills or used as feed for animals such as cattle, pig and chicken (Mussatto et al. 2006). Other alternative uses include energy production, through direct combustion or biogas (Čater et al. 2015), bioethanol production (Liguori et al. 2015), for charcoal (Zhang et al. 2015), activated carbon production (Mussatto et al. 2010; Vanreppelen et al. 2014), paper manufacturing (Russ et al. 2005; Sousa et al. 2007), as a brick component (Russ et al. 2005), to grow mushroom on (Beharry 2015) and composting for agriculture to be used as fertilizer (Beharry 2015).

Yeast extract-peptone (YP) is the conventional growth media used for fungi species, in producing a range of bio products, such as succinic acid (Vlysidis et al. 2009), microbial oil (Saenge et al. 2011) and valuable metabolic products (Chatzifragkou et al. 2011). Yeast extract is made through autolysis (European Association for Specialty Yeast Products 2016), where grown yeast is heated to 45–55 °C. During this stage, yeasts proteins are denatured by endogenous digestive enzymes and allowed to mix with the aqueous solution. Finally the solution is purified and converted to a paste or concentrated liquid. Yeast extract is enriched with proteins, amino acids, vitamins (B1, B2, B6, niacin, folic acid, pantothenic acid and biotin) and minerals (potassium, sodium, calcium, magnesium, iron and zinc) from the original yeast. Peptones are a widely used nitrogen source for microbial media. Most peptones are made by incubating milk or meat with trypsin, pepsin or other proteolytic enzymes, to digest proteins into amino acids, peptides and polypeptides, but sometimes also by cooking milk or meat in acid. There exist a variety of peptones, such as plant-based peptones (made using potatoes, soybeans and wheat), meat peptones (made from a porcine, bovine or poultry origin), casein peptone (made from animal sources) and gelatin peptone (made by boiling collagen, isolated from animal skin, bones and tissues, and subsequent pancreatic digestion) (Gray et al. 2008). However, it is expensive to use YPD media in large quantities industrially. Thus, development of a novel cost effective media to support yeast growth will be favourable for many applications in industrial scale.

The objective of this study was to develop a novel use for the BSG to be used as a growth media for the yeast strain, Rhodosporidium toruloides. Possibility of introducing an inexpensive substitute for YPD media from BSG would allow reducing the cost related to using expensive growth media. Alternatively such a novel media would enable to decrease the competition for food sources and natural resources, while establishing alternative uses for a food waste material such as BSG.

Materials and methods

Brewers’ spent grain

BSG was kindly provided by Asia Pacific Breweries (Singapore) Pte, Ltd. and was stored in airtight plastic containers at −80 °C till used.

Strains

Yeast strain R. toruloides (CBS 5490, Central Bureau voor Schimmelcultures, Utrecht, The Netherlands) were maintained on agar plates containing (per liter) 20 g of agar (Sigma, St. Louis MO, USA), 10 g of yeast extract (Biobasic Canada Inc.), 20 g of peptone (Biobasic Canada Inc.) and 20 g of d-dextrose (Sigma, St. Louis MO, USA).

Medium and culture conditions

All growth media were prepared with deionized water. The biofermentation and the extraction of nutrient for the preparation of BSG growth media were performed according to a method proposed (Kirana et al. 2012) with minor modification. The unfermented BSG media was prepared using the same method for the nutrient extraction. The extracts were centrifuged (14,500 rpm, 20 min, 4 °C), filtered through a 0.45 μm filter and autoclaved (121 °C, 20 min). These solutions were used as the fermented BSG media and the unfermented BSG media to grow R. toruloides in. YPD fermentation media was prepared with 20 g of peptone, 10 g of yeast extract and 20 g of dextrose (per liter).

Rhodosporidium toruloides was initially grown on YPD agar plates (2% glucose), made of 10 g of yeast extract, 20 g of peptone, 20 g of agar and 20 g of dextrose dissolved in 1000 ml of ultrapure water. Overnight culture of R. toruloides grown in YPD fermentation media (2% w/w glucose) was used to inoculate 50 ml of the fermentation media with an optical density (OD600) of 0.2. Fermentation was carried out at 30 °C in 250 ml Erlenmeyer flasks incubated for 5 days shaken at 200 rpm. Three biological replicates were carried out during the experiments.

Growth analysis

The growth in the yeast cultures was found out using the optical density (OD600) of the culture media. Samples were collected every 24 h for 5 days and OD600 was measured using NanoDrop 2000 UV–Vis spectrophotometer (Thermo Scientific, Waltham, MA, USA). The OD600 values were correlated to dry weight to construct the growth curve for the yeast. Samples with varying concentrations of cells were centrifuged (10,000g, 5 min), washed twice with ultrapure water and analysed using the infrared moisture analyser (Sartorius MA37) to find the dry cell weight. This data was used in constructing a calibration curve for OD600 values and yeast cell dry weight.

Carotenoid measurement

1 ml of the culture was used to measure the intracellular carotenoid production by R. toruloides. The samples were centrifuged for 10 min at 10,000 rpm, 4 °C and washed with Milli-Q water. The cell palettes were broken down using glass beads in the Fast Prep Grinder (MP Biomedicals, Solon, OH, USA). Carotenoids were extracted with 1 ml of acetone until the cell pallets were colourless.

Agilent 1100 high-performance liquid chromatography (HPLC) equipped with a photodiode array detector was used to identify and quantitate the carotenoids extracted. Carotenoids, torularhodin, torulene and β-carotene, were identified using standards from CaroteNature (Ostermundigen, Switzerland). Li-Chrospher 100RP-18 column (250 mm × 4.6 mm id, 5 μm) and a guard column (4 mm × 4 mm id) of the same material (Merck, Rahway, NJ, USA) were used for the separation. Acetone and Milli-Q water were used as the mobile phases with a gradient from 70 to 100% (acetone in Milli-Q water) at a 0.5 ml/min flowrate. Detection was performed at 450 nm, and the UV–Vis absorption spectra were recorded online using the photodiode array detection system (Lee et al. 2014).

Fatty acid measurement

Lipids were extracted from the yeast cells employing the chloroform–methanol 2:1 method adopted by Chen and Chen (2014). 1 ml of the culture medium was extracted from the fermentation flask. The cell pallets were washed three times using Milli-Q water. These washed cells were centrifuged for 10 min at 10,000 rpm, 4 °C and separated. The cell pallets were resuspended in 1 ml of 0.9% NaCl and acidified with 200 μl of acetic acid. 10 μl of 10 mg/ml of heptadecanoic acid (dissolved in ethanol) (Sigma, St. Louis MO, USA) was added as the internal standard (IS) to account for the fatty acid loss during processing. Around 300 μl of glass beads were added and the cells were disrupted in the FastPrep®-24 instrument for 30 s for four times.

3 ml of a chloroform–methanol (2:1) mixture was added to the samples, inverted several times, vortexed vigorously and centrifuged (10,000g, 10 min, 4 °C). The bottom chloroform layer was transferred to another tube. This step was repeated once again. The collected chloroform was dried overnight to dryness on a heatblock at 30 °C.

Fatty acid derivatization was performed according to a method proposed by Horak et al. (2009). The dried lipid residue was redissolved in 500 μl 10% BF3-methanol and incubated in a sealed screw cap tube in a heatblock at 95 °C for 20 min. Then the tubes were cooled down to near room temperature. 300 μl of saturated NaCl in water and 300 μl of n-hexane were added. Samples were centrifuged (14,000 rpm, 10 min) at room temperature. The upper hexane layer containing the extracted Fatty acid methyl esters (FAMEs) were transferred to glass vials for GCMS analysis. FAME mix C8-C24 (Sigma, St. Louis MO, USA) was used as the standard for quantitation.

Chromatography was performed using Agilent Technologies 7890A GC-5975C inert MS system. 1 μl samples were injected into the HP-5MS capillary column by splitless mode using an auto-injector. Helium was used as a carrier gas at a flow rate of 1.1 ml/min. The inlets and MS source temperatures were maintained at 250 and 230 °C respectively. The oven temperature was maintained at 80 °C for 1 min and ramped to 250 °C at a rate of 7 °C/min, then held at 250 °C for 10 min. Data were acquired in full scan from 35 to 600 m/z.

Media metabolite analysis

1.5 ml of the original sample media was spiked with 10 µl internal standard (IS, ribitol, 2 mg/ml dissolved in water) and freeze dried. The lyophilised samples were derivatized for GCMS analysis according to Wang et al. (2010). Methoximation was performed by dissolving the samples in 50 µl of methoxyamine hydrochloride (20 mg/ml in pyridine) (Sigma, St. Louis MO, USA) to protect the carbonyls and incubating at 37 °C for 60 min. Afterwards, silylation was carried out by adding 100 µl of N-methyl-N-(trimethylsilyl)-trifluoroacetamide (MSTFA) with 1% trimethylchlorosilane (TMCS) (Sigma, St. Louis MO, USA) to each sample and incubating at 70 °C for 30 min. Subsequently the samples were shaken for 60 min at room temperature and then analysed in GCMS. All samples were analysed within 24 h in a random order.

Metabolites were analysed using Agilent 7890A GC-5975C inert MSD (with Triple Axis Detector) system (Agilent Technologies, CA, USA) equipped with a HP-5MS, 5% Phenyl-Methyl-Silox capillary column (30 m × 250 μm × 0.25 μm Agilent J&W Scientific, Folsom, CA, USA). 1 μl samples were injected to the system by the auto-sampler in split less mode. The solvent cut off was set to 5 min. Helium was used as a carrier gas at a flow rate of 1.1 ml/min. The inlet and ion source temperatures were maintained at 250 and 230 °C. The oven temperature was maintained at 75 °C for 4 min and increased at 4 °C/min to 280 °C and remained for 2 min. Data was acquired in full scan from 35 to 600 m/z.

Chromatographic peak deconvolution and identification was processed using Agilent MassHunter Qualitative Analysis software (B.06.00). Multivariate data analysis and statistical analysis were performed using Mass Profiler Professional (B.02.01) software. The list of compounds extracted was subjected to alignment, normalization (according to the IS, ribitol) and filtering. Afterwards, principal component analysis (PCA) was performed on the obtained data to eliminate any outliers present in the data. Clustering heatmap was created using K-Means algorithm and Euclidean distance calculation. Statistical analysis of the data were performed by one-way ANOVA followed by the post hoc Tukey’s Honest Significant Difference (HSD) to determine significant metabolic changes; p < 0.05 was considered significant. The multiple testing was corrected by Benjamin Hochberg false discovery rate (FDR). Accurate masses of the compounds were searched against NIST mass spectral library with similarity above 75% for feature identification.

Results

Growth of yeast in unfermented BSG media

Initially, nutrients were extracted from original BSG (unfermented) to produce a growth media. R. toruloides was cultured in the media under controlled parameters and monitored daily over a period of 5 days using the optical density of the culture. The hypothesis was that the nutrient extract was able to provide all growth nutrients for yeast, being the sole carbon source and sole the nitrogen source. No growth was observed in yeast when compared with the growth in conventional YPD media (2% w/w glucose). Afterwards, another trial was carried out, to use the original BSG nutrient extract only as a nitrogen source, where a carbon source (2% w/w glucose) was added externally. However, the observation was that the growth was remarkably low relative to the growth in YPD. Therefore, media from original BSG was unsatisfactory to be used as growth media. Figure 1 depicts the growth observed in R. toruloides during the two trials.
Fig. 1
Fig. 1

Growth curves for R. toruloides when grown in YPD, unfermented BSG and unfermented BSG (​2% w/w glucose) media represented as cell dry weight (mg/ml) vs. time (days)

Growth of yeast in fermented BSG media

Afterwards, fermented BSG was used to produce the growth media. Initially, the fermented BSG media was used as the sole nutrient source (both carbon and nitrogen) to grow R. toruloides. But, the media was unsuccessful as no growth was observed. Similar to the previous trial with unfermented BSG, then an external carbon source (2% w/w glucose) was added and the experiment was repeated. It was seen that the growth was improved in R. toruloides. Moreover, the yeast strain was able to grow at a similar level as in YPD media according to the observations. The growth curve for R. toruloides in fermented BSG media is illustrated in Fig. 2.
Fig. 2
Fig. 2

Growth curves for R. toruloides when grown in YPD, Fermented BSG and Fermented BSG (2% w/w glucose) media represented as cell dry weight (mg/ml) vs. time (days)

Fatty acid production

Rhodosporidium toruloides, being an oleaginous microorganism is reported to accumulate lipids. When the yeast cells were analyzed it was observed that methyl esters of oleic acid (C18.1) and linoleic acid (C18.2) were present. The total amount of fatty acids produced from R. toruloides in varied media is summarized as shown in Table 1 (indicated as mean ± standard deviation).
Table 1

Production of fatty acids by R. toruloides in the three different culture media at the end of the fermentation, indicated as mean ± SD

Culture media

Fatty acid content (%) (g lipid/g biomass)

Fatty acid yield (g lipid/l)

YPD media

44.36 ± 3.29

8.69 ± 0.23

Fermented BSG media

35.31 ± 2.64

7.03 ± 0.32

Unfermented BSG media

22.18 ± 1.19

1.69 ± 0.17

According to the results, YPD media showed the highest level of fatty acid production (8.69 g/l) by yeast, but the yeast grown in fermented BSG media were able to produce fatty acids in levels (7.032 g/l) comparable to the YPD media. However, R. toruloides produced significantly low amount of fatty acids (1.69 g/l) in the unfermented BSG media. Lipid content (% g/g biomass) variation showed a similar descending pattern by R. toruloides grown in YPD, fermented BSG and unfermented BSG media respectively.

Carotenoids production

Carotenoids are an important type of metabolite produced by R. toruloides. The HPLC analysis confirmed the production of three types of carotenoids; torularhodin, torulene and β-carotene. A qualitative analysis of these three-types suggested similar level of carotenoids production even if the nitrogen source of the fermentation media was changed. Yeasts in YPD media was able to produce the highest amount of torularhodin closely followed by yeasts grown in fermented BSG media. An opposite pattern was observed in torulene, where R. toruloides grown in unfermented BSG produced the highest quantity. The level of β-carotene production was quite close within all three test subjects. The results obtained are illustrated in Fig. 3.
Fig. 3
Fig. 3

Relative production of carotenoids; torularhodin, torulene and β-carotene, by R. toruloides when grown in YPD, fermented BSG (2% w/w glucose) and unfermented BSG (2% w/w glucose) media at the end of 5-days fermentation

Metabolite profiling of growth media

Metabolome of the YP media, fermented BSG media and unfermented BSG media were examined to gain insight into their variation. The studies were established using GCMS results and multivariate data analysis. Figure 4 illustrates the spectra of the three-different media overlaid together. Even if the visual inspections show that there are changes among the media a reliable method, multivariate analysis, was used to accurately describe the variations.
Fig. 4
Fig. 4

GCMS chromatograms observed of unfermented BSG media (top), fermented BSG media (middle) and YP media (bottom) when examined to detect metabolites present within

Principal component analysis (PCA) is a commonly used method to reduce the raw data dimensionality into few principal components describing the maximum possible variation in the data.

PCA scores plot (Fig. 5) clearly depicted that the three media considered in this study inherited varying properties among them. All significantly differentiating metabolites determined were visualised using hierarchical cluster analysis (HCA) as shown in Fig. 6. The HCA diagram validated the increased metabolite concentrations in the fermented BSG media after the biofermentation process and its relative proximity to YP media.
Fig. 5
Fig. 5

PCA plot for extracted metabolites from the different media and investigated using GCMS. Component 1 vs. Component 2 of YPD media (brown circle), Fermented BSG media (red square) and Unfermented BSG media (blue triangle)

Fig. 6
Fig. 6

Heatmap correlation of metabolites extracted by GSMS spectra in YP media, unfermented BSG media and fermented BSG media. Metabolites shaded in red are up regulated while those in blue are down regulated in terms of abundance

Out of 129 metabolites aligned from the analysis only 38 were identified through the library search. The identified differential metabolites found in fermented BSG media, unfermented BSG media and YP media are represented in Table 2.
Table 2

List of identified metabolites extracted from the growth media with their relative abundances

Compound name

Fermented BSG media

Unfermented BSG media

YP media

2-Butenedioic acid

47,556

 

7495

2-Hydroxyisocaproic acid

428,585

703,628

 

Gluconic acid

42,443,796

65

5

Adenine

5

 

4,528,553

Alanine

92,608,400

47,046

79,485,704

Asparagine

232,784

950

27,334,972

Butanedioic acid

3,847,280

 

30

Glycine

267,426

466,725

448,586

l-5-Oxoproline

29,703,624

363

80,928

l-Cysteine

739,977

  

l-Glutamic acid

82,777,448

 

70,706,632

l-Leucine

6023

 

44,094,996

l-Lysine

646

 

656,699

l-Ornithine

6,495,508

2539

77,047,232

l-Threonine

43,247,852

96

85,696,200

l-Tyrosine

  

65,736

l-Valine

753,659

 

608,750

Maltose

 

47

4,080,956

Phenylalanine

4,407,764

 

58,384,488

Phosphonic acid

2996

 

20,095,596

Phosphoric acid

69

703,758

30,840,496

Propylene glycol

95,308

293,640

 

Putrescine

32,753,962

6894

380,827

Serine

691

 

92,337,480

Stearic acid

9,795,037

4,565,880

775,570

Uracil

9,385,660

2289

4,053,908

Discussion

This study investigated the suitability of a fermentation media produced by BSG to sustain the growth of the yeast R. toruloides. The media produced using the unfermented BSG was not able to fulfill both the carbon and nitrogen requirements for the growth of yeast.

On the other hand, fermented BSG growth media showed exceptionally better growth of R. toruloides compared to unfermented BSG growth media, and showed similar growth patterns when compared with YP media. However, according to the growth curve (Fig. 2) fermented BSG media was only able to fulfill the nitrogen requirement for yeast growth and had to be supplied with an external carbon source (2% w/w glucose). Therefore, the prior bioconversion process was an essential step to release the nutrients from BSG. Thus, the fermentation on the BSG is presumed to hydrolyze proteins into peptides and amino acids due to the production of proteases by the fungi growth.

Hence, it is clear that the bioconversion has helped to break down the BSG proteins and increase the nitrogen content. This should be due to proteases secreted by the fungi used to treat the BSG during solid-state fermentation. Fungi such as Aspergillus oryzae are reported to produce high amounts of enzymes such as, proteases that hydrolyze proteins. These fungi are also known to produce lipase, phytase, xylanase, β-galactosidase, cellulase and amylolytic enzymes. In addition to the fermentation, the autolysis also helped in order to further break down proteins in the spent grain. Furthermore, the limitation in oxygen in the media during the extraction process helped the autolysis of the fungi encouraging regeneration of microbial nutrient from biomass (Koutinas et al. 2005).

Fatty acid production

The total fatty acid production by R. toruloides in the fermented BSG (7.03 mg/ml) was close to the levels produced by the yeasts grown in YPD (8.69 mg/ml), unlike the low levels produced by the yeasts grown in unfermented BSG media (1.69 mg/ml). The yeasts grown in fermented BSG media also demonstrated an improvement in fatty acid content (35.31% g/g cell dry mass) when compared to those in unfermented BSG media (22.18% g/g cell dry mass).

It is known that oleaginous yeasts begin accumulating lipids when the nitrogen source is exhausted. Therefore, there exists an inverse correlation between the cell mass production, which depends on the initial nitrogen content, and the fatty acid accumulation by the cells, depending on the C/N ratio of the media. In oleaginous yeasts lipid accumulation could occur via 2-different pathways. (1) de novo synthesis, acetyl-CoA and malonyl-CoA building blocks are used for the lipid synthesis, and (2) ex novo lipid accumulation pathway, in which fatty-acids, oils and tricarboxylic acids from culture media are involved. Huang reports that the organic nitrogen source used in fermentation affects the lipid production (Huang et al. 2010). Moreover, organic nitrogen sources tend to increase lipid production while inorganic nitrogen sources favour cell growth (Evans and Ratledge 1984; Fakas et al. 2008a). When sugars are used as the carbon source oleaginous yeasts are reported to produce unsaturated fatty acids such as, oleic acid (C18.1) and linoleic acid (C18.2), which is more valuable in terms of biological function and economical value (Anschau 2017). It is being reported that the main requirement for high lipid production rate is for the medium to contain excess of the carbon source while under nutrient conditions for the nitrogen source, maintaining a high C/N ratio (Fakas et al. 2008b). Trace metal ions such as Mn2+, Mg2+, Cu2+, Zn2+ and Ca2+, are reported to influence the biomass and lipid accumulation (Li et al. 2006). This observation in the study stated that the fermented BSG was able to provide the adequate nutrient requirement for normal metabolomics activities in R. toruloides.

Carotenoid production

In the carotenoid synthesis pathway Lycopene is the branch point of β-carotene and torulene/torularhodin pathways, and torularhodin is produced by further oxidation of torulene. According to Fig. 3, the YP media and fermented BSG media must be promoting further oxidation of torulene, unlike the unfermented BSG media.

Carotenoids being a secondary metabolite, in most yeasts initiate production during the late logarithmic phase and continue till the end of stationary phase. Media with a high C/N ratio tends to promote lipid production rather than carotenoids. However, as growth progress the C/N ratio changes promoting production of secondary metabolite such as carotenoids (Somashekar and Joseph 2000). Higher quantities of carotenoids are produced when inorganic nitrogen salts are used. A study reported the highest level of β-carotene production when NH4NO3 was used as the nitrogen source and highest level of torulene production when peptone was used (El-Banna et al. 2012). The supplementation of the growth media with amino acids (alanine and threonine) tends to increase the carotenoid production, which could be as a result of amino acids influencing the pigment formation (Voaides and Dima 2012).

Moreover, a similar growth curve was observed in S. cerevisiae (Fig. 7) when experimented with the YPD media, fermented BSG (2% w/w glucose) media and unfermented BSG (2% w/w glucose) media.
Fig. 7
Fig. 7

Growth curve for S. cerevisiae when grown in a unfermented BSG media and b fermented BSG media compared to the growth in YPD, represented as cell dry weight (mg/ml) vs. time (days)

Metabolic study of the growth media

The profiling data from the metabolomics analysis demonstrated a complex variation of metabolites in the fermented BSG media compared to the unfermented. This fact was further validated by the clustering analysis. The clustering analysis also demonstrated close similarity in the fermented BSG media and YP media, which partially explained why R. toruloides exhibited similar growth patterns in both these media.

According to the significant analysis performed on the identified metabolite profiling data, fermented BSG media reported higher concentrations of essential amino acids (l-threonine, l-valine, phenylalanine, l-leucine, l-lysine), non-essential amino acids (alanine, asparagine, l-cysteine, l-glutamic acid and serine), gluconic acid, butanedioic acid, l-5-oxoproline, l-ornithine, phosphonic acid, putrescine, stearic acid and uracil when compared to unfermented BSG media. According to this data it is clear that the biofermentation has increased the availability of number of essential and non-essential amino acids along with other compounds.

Meanwhile, the fermented BSG media demonstrated similar or higher concentrations in l-valine (essential amino acid), non-essential amino acids (alanine, l-cysteine and l-glutamic acid), 2-butenedioic acid, 2-hydroxyisocaproic acid, gluconic acid, butanedioic acid, L-5-oxoproline, propylene glycol, putrescine, stearic acid and uracil when compared with those identified in YP media.

According to the metabolomics profiling data, it further confirms that the biofermentation step and the autolysis during the nutrient extraction has increased the availability of simpler nitrogenous compounds, especially amino acids, present in the media.

In this study, we aim to extract nutrients present in the BSG and develop a novel growth media for yeasts. The prepared growth media was compared against conventional YPD media. None of the BSG media was able to fulfill the requirement of a carbon source. Fermented BSG media successfully fulfilled the requirement of a nitrogen source required for yeast growth. The biological pretreatment and autolysis enhanced the novel media by improving the accessibility of nitrogen sources. Fatty acid production and carotenoid production of R. toruloides in fermented BSG media were reported in comparable levels to those grown in YPD media.

Development of this novel media from BSG will be a more sustainable option while offering a cost-effective alternative for expensive nitrogen sources for yeast cultivation.

Abbreviations

ANOVA: 

analysis of variance

BOD: 

biological oxygen demand

BSG: 

Brewers’ spent grain

FAME: 

fatty acid methyl esters

FDR: 

false discovery rate

GCMS: 

gas chromatography mass spectrometry

HPLC: 

high performance liquid chromatography

HSD: 

honest significant difference

IS: 

internal standard

PCA: 

principal component analysis

YPD: 

yeast extract-peptone (2% w/w glucose)

Declarations

Authors’ contributions

Experiment planning and design: STC and JJLL; analysis: STC; metabolomics profiling and analysis: STC; HPLC analysis of carotenoids and GCMS analysis of fatty acid: STC; Paper construction: STC, JJLL and WNC. All authors read and approved the final manuscript.

Acknowledgements

The authors would like to thank the Nanyang Environment and Water Research Institute (NEWRI), Singapore and the Interdisciplinary Graduate School (IGS), Nanyang Technological University, Singapore for the award of research scholarship to Sachindra T. Cooray and the support for this research.

Competing interests

The authors declare that they have no competing interests.

Availability of data and materials

All data and materials supporting conclusions of the manuscript are included within the article.

Ethical approval and consent to participate

This article does not contain any studies with human participants or animals performed by any of the authors.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Authors’ Affiliations

(1)
Interdisciplinary Graduate School, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
(2)
Advanced Environmental Biotechnology Centre, Nanyang Environment & Water Research Institute, Nanyang Technological University, 1 CleanTech Loop, Singapore, 637141, Singapore
(3)
School of Chemical and Biomedical Engineering, Nanyang Technological University, 62 Nanyang Drive, Singapore, 637459, Singapore

References

  1. Aliyu S, Bala M (2010) Brewer’s spent grain: a review of its potentials and applications. Afr J Biotechnol 10(3):324–331. doi:10.5897/AJBx10.006 Google Scholar
  2. Anschau A (2017) Lipids from oleaginous yeasts: production and encapsulation. In: Grumezescu A (ed) Nutrient delivery, 1st edn. Academic Press, CambridgeGoogle Scholar
  3. Beharry LMW (2015) MCS-APB tiger brewery–brewery spent grain questionsGoogle Scholar
  4. Čater M, Fanedl L, Malovrh Š, Logar RM (2015) Biogas production from brewery spent grain enhanced by bioaugmentation with hydrolytic anaerobic bacteria. Bioresour Technol 186:261–269. doi:10.1016/j.biortech.2015.03.029 View ArticlePubMedGoogle Scholar
  5. Chatzifragkou A, Makri A, Belka A, Bellou S, Mavrou M, Mastoridou M (2011) Biotechnological conversions of biodiesel derived waste glycerol by yeast and fungal species. Energy 36(2):1097–2108. doi:10.1016/j.energy.2010.11.040 View ArticleGoogle Scholar
  6. Chen LW, Chen W (2014) Metabolite and fatty acid analysis of yeast cells and culture supernatants. Bio-protocol 4(17):1–9View ArticleGoogle Scholar
  7. El-Banna AA, El-Razek AMA, El-Mahdy AR (2012) Some factors affecting the production of carotenoids by Rhodotorula glutinis var. glutinis. Food Nutr Sci 3:64–71View ArticleGoogle Scholar
  8. European Association for Specialty Yeast Products (2016) Yeast extract. Available via http://yeastextract.info/about-contact. Accessed 30 Mar 2017
  9. Evans CT, Ratledge C (1984) Influence of nitrogen-metabolism on lipid accumulation by Rhodosporidium toruloides CBC-14. J Gen Microbiol 130:1705–1710Google Scholar
  10. Fakas S, Certik M, Papanikolaou S, Aggelis G, Komaitis M, Galiotou-Panayotou M (2008a) γ-Linolenic acid production by Cunninghamella echinulata growing on complex organic nitrogen sources. Bioresour Technol 99:5986–5990View ArticlePubMedGoogle Scholar
  11. Fakas S, Papanikolaou S, Galiotou-Panayotou M, Komaitis M, Aggelis G (2008b) Organic nitrogen of tomato waste hydrolysate enhances glucose uptake and lipid accumulation in Cunninghamella echinulata. J Appl Microbiol 105:1062–1070View ArticlePubMedGoogle Scholar
  12. FAO (2017) Crop processed. Available via FAOSTAT. http://www.fao.org/faostat/en/-data/QD/visualize. Accessed 6 Mar 2017
  13. Gray VL, Müller CT, Watkins ID, Lloyd D (2008) Peptones from diverse sources: pivotal determinants of bacterial growth dynamics. J Appl Microbiol 104:554–565. doi:10.1111/j.1365-2672.2007.03577.x View ArticlePubMedGoogle Scholar
  14. Horak T, Culik J, Cejka P, Jurkova M, Kellner V, Dvorak J, Haskova D (2009) Analysis of free fatty acids in beer: comparison of solid-phase extraction, solid-phase microextraction and stir bar sorptive extraction. J Agric Food Chem 57(23):11081–11085View ArticlePubMedGoogle Scholar
  15. Huang G, Chen F, Wei D, Zhang X, Chen G (2010) Biodiesel production by microalgal biotechnology. Appl Energy 87:38–46View ArticleGoogle Scholar
  16. Kirana EU, Salakkama A, Trzcinskia AP, Bakirb U, Webb C (2012) Enhancing the value of nitrogen from rapeseed meal for microbial oil production. Enzyme Microb Technol 50:337–342View ArticleGoogle Scholar
  17. Koutinas AA, Wang RH, Webb C (2005) Development of a process for the production of nutrient supplements for fermentations based on fungal autolysis. Enzyme Microb Technol 36:629–638View ArticleGoogle Scholar
  18. Lee JJL, Chen L, Shi J, Trzcinski A, Chen WN (2014) Metabolomic profiling of Rhodosporidium toruloides grown on glycerol for carotenoid production during different growth phases. J Agric Food Chem 62(41):10203–10209. doi:10.1021/jf502987q View ArticlePubMedGoogle Scholar
  19. Li YH, Liu B, Zhao ZB, Bai FW (2006) Optimized culture medium and fermentation conditions for lipid production by Rhodosporidium toruloides. Chin J Biotechnol 22:650–656View ArticleGoogle Scholar
  20. Liguori R, Soccol CR, Vandenberghe LPS, Woiciechowski AL, Faraco V (2015) Second generation ethanol production from brewers’ spent grain. Energies 8:2575–25886. doi:10.3390/en8042575 View ArticleGoogle Scholar
  21. Mussatto SI, Dragone G, Roberto IC (2006) Brewers’ spent grain: generation, characteristics and potential applications. J Cereal Sci 43(1):1–14. doi:10.1016/j.jcs.2005.06.001 View ArticleGoogle Scholar
  22. Mussatto SI, Fernandes M, Rocha GJM, Órfão JJM, Teixeira JA, Roberto IC (2010) Production, characterization and application of activated carbon from brewer’s spent grain lignin. Bioresour Technol 101(7):2450–2457. doi:10.1016/j.biortech.2009.11.025 View ArticlePubMedGoogle Scholar
  23. Russ W, Mörtel H, Meyer-Pittroff R (2005) Application of spent grains to increase porosity in bricks. Constr Build Mater 19(2):117–126. doi:10.1016/j.conbuildmat.2004.05.014 View ArticleGoogle Scholar
  24. Saenge C, Cheirsilp B, Suksaroge TT, Bourtoom T (2011) Potential use of oleaginous red yeast Rhodotorula glutinis for the bioconversion of crude glycerol from biodiesel plant to lipids and carotenoids. Process Biochem 46(1):210–218View ArticleGoogle Scholar
  25. Somashekar D, Joseph R (2000) Inverse relationship between carotenoid and lipid formation in Rhodotorula gracilis according to the C/N ratio of the growth medium. J Microbiol Biotechnol 16(5):491–493View ArticleGoogle Scholar
  26. Sousa SCL, Silva JP, Ramos A, Simoes R (2007) Pulping and papermaking potential of brewery spent grain. Cellul Chem Technol 41(2):183–191Google Scholar
  27. Vanreppelen K, Vanderheyden S, Kuppens T, Schreurs S, Yperman J, Carleer R (2014) Activated carbon from pyrolysis of brewer’s spent grain: production and adsorption properties. Waste Manag Res 32(7):634–645. doi:10.1177/0734242X14538306 View ArticlePubMedGoogle Scholar
  28. Vlysidis A, Binns M, Webb C, Theodoropoulos C (2009) Utilisation of glycerol to platform chemicals within the biorefinery concept: a case for succinate production. In: Paper presented at the 12th international conference on process integration, modelling and optimisation for energy saving and pollution reduction, Parts 1 and 2Google Scholar
  29. Voaides C, Dima R (2012) The effect of nitrogen source on carotenoids production by Rhodotorula sp. Romanian Biotechnol Lett 17(5):7570–7576Google Scholar
  30. Wang M, Bai J, Chen WN, Ching CB (2010) Metabolomic profiling of cellular responses to carvedilol enantiomers in vascular smooth muscle cells. PLoS ONE 5(11):e15441. doi:10.1371/journal.pone.0015441 View ArticlePubMedPubMed CentralGoogle Scholar
  31. Zhang Y, Zhang J, Ma Y (2015) Preparation and application of biochar from brewery`s spent grain and sewage sludge. Open Chem Eng J 9:14–19View ArticleGoogle Scholar

Copyright

© The Author(s) 2017

Advertisement