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Article

Improvement of Enantiomeric l-Lactic Acid Production from Mixed Hexose-Pentose Sugars by Coculture of Enterococcus mundtii WX1 and Lactobacillus rhamnosus SCJ9

by
Augchararat Klongklaew
1,
Kridsada Unban
2,
Apinun Kanpiengjai
3,
Pairote Wongputtisin
4,
Punnita Pamueangmun
1,
Kalidas Shetty
5 and
Chartchai Khanongnuch
1,2,*
1
Interdisciplinary Program in Biotechnology, The Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
2
Division of Biotechnology, School of Agro-Industry, Faculty of Agro-Industry, Chiang Mai University, Muang, Chiang Mai 50100, Thailand
3
Division of Biochemistry and Biochemical Technology, Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand
4
Program in Biotechnology, Faculty of Science, Maejo University, Chiang Mai 50290, Thailand
5
Department of Plant Sciences, Global Institute of Food Security and International Agriculture (GIFSIA), North Dakota State University, Fargo, ND 58108, USA
*
Author to whom correspondence should be addressed.
Fermentation 2021, 7(2), 95; https://doi.org/10.3390/fermentation7020095
Submission received: 11 May 2021 / Revised: 4 June 2021 / Accepted: 7 June 2021 / Published: 10 June 2021
(This article belongs to the Special Issue Lactic Acid Fermentation and the Colours of Biotechnology 3.0)

Abstract

:
Among 39 pentose-utilizing lactic acid bacteria (LAB) selected from acid-forming bacteria from the midgut of Eri silkworm, the isolate WX1 was selected with the highest capability to produce optically pure l-lactic acid (l-LA) from glucose, xylose and arabinose with furfural-tolerant properties. The isolate WX1 was identified as Enterococcus mundtii based on 16S rDNA sequence analysis. The conversion yields of l-LA from glucose and xylose by E. mundtii WX1 were 0.97 and 0.68 g/g substrate, respectively. Furthermore, l-LA production by E. mundtii WX1 in various glucose-xylose mixtures indicated glucose repression effect on xylose consumption. The coculture of E. mundtii WX1 and Lactobacillus rhamnosus SCJ9, a homofermentative LAB capable of producing l-LA from glucose clearly showed an improvement of l-LA production from 30 g/L total glucose-xylose (6:4). The results from Plackett–Burman design (PBD) indicated that Tween 80, MnSO4 and yeast extract (YE) were three medium components that significantly influenced (p < 0.05) l-LA production using the coculture strategy in the presence of 2 g/L furfural. Optimal concentrations of these variables revealed by central composite design (CCD) and response surface methodology (RSM) were 20.61 g/L YE, 1.44 g/L Tween 80 and 1.27 g/L MnSO4. Based on the optimized medium with 30 g/L total glucose-xylose (6:4), the maximum experimental l-LA value of 23.59 g/L reflecting 0.76 g/g substrate were achieved from 48 h fermentation at 37 °C. l-LA produced by coculture cultivated under standard MRS medium and new optimized conditions were 1.28 and 1.53 times higher than that obtained from single culture by E. mundtii WX1, respectively. This study provides the foundations for practical applications of coculture in bioconversion of lignocellulose particularly glucose-xylose-rich corn stover to l-LA.

1. Introduction

Lactic acid (LA) is used globally for various applications in food, pharmaceutical, cosmetic and chemical industries. Approximately 85% of LA is commonly used as an additive and a preservative in foods. In general, LA naturally exists in two optically active isomeric forms: l-LA and d-LA [1]. In particular, the increasing demand for optically pure LA is due to its potential use as a building block for synthesis of the biodegradable polymer named poly-LA (PLA) [2,3]. Both chemical synthesis and microbial bioconversion can be used for LA production, but the chemical synthesis that is normally from petrochemical substrates is challenging due to racemic mixture of d- and l-LA, whereas the enantiomeric pure d- or l-LA can be achieved by the microbial fermentation [4]. The recent developments in industrial bioconversion technology and the advantage of microbial capability to selectively produce only d- or l-LA provides efficient strategies for industrial production of LA through microbial fermentation [5].
For microbial fermentation, the carbon source is the most important factor which directly impacts the production economics of LA fermentation. Among the simple fermentable sugars glucose and fructose are the most preferable sugars along with some waste byproducts containing disaccharides, such as lactose from whey and sucrose from molasses, which are conventionally used as important substrates for industrial LA production [6,7,8]. However, their applications are limited for LA production due to food security requirements for the use of such byproducts for food and feed bioconversions. Lignocellulosic materials as alternative sources of renewable sugars have currently gained more research interest than other carbon sources [9,10]. Lignocellulose is the most abundant biomass in the world and has the potential to create a new type of energy platform because of its availability and relatively low cost [11]. However, due to the complexity of lignocellulose structure and the difficulty associated with lignocellulose degradation, pretreatments are required to remove lignin, reduce cellulose crystallinity and increase the porosity of the materials. Hexose (6C) and pentose (5C) are two major components in carbohydrate component of lignocellulose [12] and pentose is typically found in hemicellulose, while hexose is mainly found in cellulose [13]. However, the main drawback of LA production from lignocellulosic substrate by most lactic acid bacteria (LAB) is the inability to consume pentose sugars, particularly xylose. Therefore, a large amount of pentose residues remains at the end of LA fermentative process. In addition, based on chemical hydrolysis of lignocellulosic materials, which are widely used as the carbon source in bio-refinery industry, hydroxymethyl furfural (HMF) and furfural are byproducts. The HMF and furfural amounts reported were in the range of 30–60 mg/g substrate depending on lignocellulosic materials [14]. Both HMF and furfural act as microbial growth inhibitors, thus limiting LA production from lignocellulosic hydrolysates [15]. To overcome the problem, microorganisms capable of producing LA from both hexose and pentose with furfural tolerant ability are required and are of relevance for further applications.
Based on the rationale described previously, LA-producing bacteria capable of using hexose and pentose were isolated from a novel source in the Eri silkworm (Samia ricini). This was a feasible target because the main diet of Eri silkworm for rearing is versatile lignocellulosic plants, which directly influence the carbon utilization of larval midgut microbial diversity. A previous study suggested that gut microbes and their enzymes are required for digestion of the nutritional substrates and can release fermentable sugars, amino acids and other molecules which are beneficial to the growth of the larva [16]. Therefore, Eri silkworm was targeted as a potential source for homofermentative LAB capable of pentose sugar consumption and also optically pure d- or l-LA production.
This specific study therefore describes the isolation and selection of the pentose-utilizing LAB with the capability for l-LA production and improvement of l-LA production from mixed hexose-pentose sugars by coculture fermentation. This mixed simple sugar study then provides foundation for advancing LA fermentation-based production from corn stover in future studies. Modification of nutritional components for higher LA yield using the statistical experimental designs is also described.

2. Materials and Methods

2.1. Isolation and Screening of Pentose-Utilizing LAB

Ten mature stage Eri silkworms were collected from local farm in Sankampang district, Chiang Mai province, Thailand. Eri silkworms were rinsed twice with sterile water. Then, cleaned worms were soaked in 70% (v/v) ethanol for 30 s, followed by a final rinse with sterile water. The gut tissue was then aseptically dissected from each worm and homogenized. Serial 10-fold dilution was performed by transferring 0.5 g of the homogenized sample into 4.5 mL 0.85% (w/v) NaCl, mixed vigorously, and 100 μL of each dilution was subjected to spread-plating on nutrient agar (NA) supplemented with 10 g/L glucose and 0.04% (w/v) bromocresol purple. After incubation at 37 °C for 24 h under anaerobic condition, the acid-forming bacterial isolates observed from the yellow clear zone surrounding the colony were replicated by transferring into NA containing 10 g/L xylose and 0.04% (w/v) bromocresol purple. Total viable cells were enumerated as colony forming units (CFU) per gram of each sample. The number of acid-forming colonies visualized by the yellow halo surrounding the colony on NA glucose and NA xylose were counted and calculated for the ratio of acid-forming bacterial isolates to the total viable bacterial number. A single colony of bacterial isolate capable of growth and producing acid on NA xylose were transferred into 10 mL de Man, Rogosa and Sharpe (MRS) broth (5 g/L yeast extract (YE), 10 g/L beef extract, 10 g/L peptone, 5 g/L sodium acetate, 1 g/L Tween 80, 2 g/L K2HPO4, 2 g/L tri-ammonium citrate, 0.2 g/L MgSO4∙7H2O, 0.2 g/L MnSO4∙H2O) supplemented with 10 g/L xylose and 0.04% (w/v) bromocresol purple and incubated in static condition at 37 °C for 48 h. The isolate showing the growth and the yellow color was assumed to be LAB with LA-producing capability. The selected isolates were maintained in the commercial MRS broth (HiMedia, Mumbai, India) with 30% (v/v) glycerol at −80 °C for further investigation.

2.2. Selection of LAB for Optically Pure l-LA Production

The 39 isolates of LAB capable of producing LA were investigated to identify the optically pure isomeric forms produced using three different types of carbon sources including glucose, xylose and arabinose. One percent by volume of seed inoculum prepared from a single colony of each isolate was transferred to MRS broth with 10 g/L of glucose or xylose or arabinose as a sole carbon source and cultivated at 37 °C for 48 h with pH controlled at 7.0 manually using 10 N NaOH. After incubation, culture broth was centrifuged at 12,000× g for 10 min at 4 °C and the supernatant was used to determine LA concentrations. The type of LA (D and L form) was determined enzymatically based on colorimetric method by measuring the absorbance at a wavelength of 340 nm as described in the manual of the enzymatic assay kit (K-DLATE, Megazyme International Ireland, Bray, Co. Wicklow, Ireland) following the manufacturers’ instructions. The isolates showing the highest optically pure l-LA production based on xylose substrate were preliminary selected for further study.

2.3. Furfural Tolerance and Inhibitory Effect on l-LA Production

All 12 selected LAB isolates were tested for their furfural tolerance. Seed inoculum 1% (v/v) of each selected isolate was transferred into 20 mL MRS broth containing 10 g/L glucose supplemented with furfural in the range of 1 to 6 g/L, followed by incubation under the static cultivation at 37 °C for 48 h. The culture broth was separated by centrifugation at 12,000× g for 10 min at 4 °C and l-LA was determined using the enzymatic assay kit as described previously. A similar experiment was also carried out using 10 g/L of xylose or arabinose instead of glucose.

2.4. Identification of LAB by 16S rRNA Gene Sequence Analysis

The molecular identification of LAB isolates was performed using the method described by Unban, et al. [17]. Briefly, 10 mL of bacterial culture broth cultivated overnight at 37 °C were centrifuged at 12,000× g for 5 min. The bacterial cells were collected for genomic DNA extraction using the standard protocol as described by Sambrook and Russell [18]. Amplification of 16S rRNA gene was performed using genomic DNA as a template with primers 27F (5′-AGAGTTTGATCMTGGCTCAG-3′) and 1525R (5′-AAGGAGGTGWTCCARCC-3′) [19]. All reactions of PCR were performed using Phusion® High-Fidelity PCR Master Mix (New England Biolabs, Beverly, MA, USA). The PCR products were submitted for nucleotide sequencing service at 1st BASE Laboratory Company, Malaysia. The 16S rRNA gene sequences were compared to other genes from NCBI GenBank database and multiple sequence alignment were performed using BioEdit 7.0 software tool. The phylogenetic tree was constructed based on the neighbor-joining methods by MEGA version 4.0 software [20].

2.5. Effect of Different Glucose/Xylose Ratio on l-LA Production by Enterococcus mundtii WX1

Seed inoculum was prepared by transferring a single colony of E. mundtii WX1 into 20 mL commercial MRS broth and incubated at 37 °C under the static condition for 12 h for achieving OD600 of 0.6–0.8. Then, 1% (v/v) seed inoculum was transferred into 50 mL MRS medium with different ratio of the glucose and xylose including G20 (20 g/L glucose), G15 × 5 (15 g/L glucose and 5 g/L xylose), G10 × 10 (10 g/L glucose and 10 g/L xylose), G5X15 (5 g/L glucose and 15 g/L xylose), and X20 (20 g/L xylose), then cultivated at 37 °C for 48 h under static condition with pH controlled manually at 7.0 during fermentation. Samples were taken at 12 h-intervals for determination of LA, glucose and xylose using enzymatic test kits (K-DLATE, K-GLUC and K-XYLOSE, Megazyme International Ireland, Bray, Co. Wicklow, Ireland).

2.6. l-LA Production from Mixed Glucose and Xylose by Coculture Fermentation

E. mundtii WX1 was designed for coculture fermentation when combined with Lactobacillus rhamnosus SCJ9, a highly active homofermentative LAB capable of producing l-LA from only glucose [21]. The mixed sugar of glucose and xylose in a ratio of 6:4 was selected as a model for LA fermentation. Total of 1% (v/v) inoculum of E. mundtii WX1 together with 1% (v/v) inoculum of L. rhamnosus SCJ9 were transferred into MRS medium containing 12 g/L glucose and 8 g/L xylose, while, 2% (v/v) seed inoculum of E. mundtii WX1 was transferred to the same medium and used as the control. Then, both were cultivated at 37 °C for 48 h under static condition with pH at 7.0 manually controlled during fermentation. Samples were taken at 12 h intervals for 48 h in order to determine LA, glucose, xylose and viable cells.

2.7. Statistical Medium Optimization for l-LA Production by Coculture Fermentation

Plackett–Burman design (PBD) was applied to find the relative significance of nine variables influencing l-LA production by co-fermentation strategy combining E. mundtii WX1 and L. rhamnosus SCJ9. This experimental design was based on the MRS medium by using two-level independent variables including yeast extract, peptone, beef extract, Tween 80, tri-ammonium citrate, MgSO4∙7H2O, K2HPO4, MnSO4∙H2O and sodium acetate (Supplementary Materials, Table S1) with a fixed concentration of 30 g/L mixed carbon source (60% glucose: 40% xylose) based on what could be similar if complete hydrolysis of 100 g glucose-xylose rich corn stover [22] is used in future studies. LA production was optimized based on design matrix of PBD. The experimental LA was analyzed by analysis of variance (ANOVA) and regression analysis in order to fit the LA data with the first-order model according the following Equation (1);
Y = β 0 + i = 1 n β i x i
where “Y” is the response factor, β0 is the model coefficient and βi is the linear coefficient, xi are the independent variables and n is the number of independent variables.
Central composite design (CCD) was used to optimize the level and interaction of the most significant variables (Tween 80, MnSO4∙H2O and YE) identified by PBD. The design matrix was set with five levels of each variable including −α, −1, 0, +1, +α where α = 2k/4, and k is the number of independent variables. For statistical calculation, the actual values were statistically calculated by the following Equation (2):
x i = x i x 0 Δ x i   i = 1 ,   2 ,   3 , . ,   k
where xi is actual value of independent variables; x0 is actual value of independent variables at center point; ∆xi is the step change value. LA production was conducted based on the design matrix of PBD. The experimental LA was analyzed by ANOVA and regression analysis in order to fit the LA data with the second-order model according to the Equation (3):
Y = β 0 + β i x i + β ii x i 2 + β ij x i x j
where Y is the predicted response factor, β0 is the constant coefficient, βi are linear coefficients, βij are the second order interaction coefficients, βii are the quadratic coefficients of the model and xi, xj represents the independent factors in the terms of actual values [23]. After a reliable model was fitted to the second-order model, the predicted levels of the previous significant variables were obtained and used to predict the highest l-LA production. The predicted values were applied, and more than 90% validation was satisfactorily accepted.

2.8. Comparative Study on l-LA Production by the Optimized Medium

Seed culture of E. mundtii WX1 and L. rhamnosus SCJ9 were prepared by transferring the single colony of each bacterium to 20 mL commercial MRS broth and incubated at 37 °C for 24 h. A total of 1% (v/v) of each strain was transferred to 100 mL optimized medium containing 30 g/L mixed glucose-xylose (6:4) supplemented with 2 g/L furfural and incubated under static cultivation at 37 °C for 48 h. The aliquot of 3 mL culture broth was taken at 24 and 48 h for analysis of l-LA. Bacterial growth was also determined by drop plate technique and expressed in terms of viable cells. The experiment was compared with two different fermentation strategies: coculture of E. mundtii WX1 and L. rhamnosus SCJ9, and single culture of E. mundtii WX1 in 100 mL. The experiments were carried out in triplicate.

2.9. Statical Analysis

The differences between mean values in each experimental data were analyzed using one-way ANOVA and Tukey’s multiple comparison test by the Statistix software version 8.0 (Analytical Software, Tallahassee, FL, USA) with significance defined as p-values less than 0.05. The statistical analysis of the PBD and CCD results was performed using the Design Expert software version 8.0 (Stat-Ease Inc., and Minneapolis, MN, USA). The program was also used to design the experiments as well as for the regression and graphical analysis of the experimental data obtained.

3. Results and Discussion

3.1. Bacterial Isolation and Screening of Xylose-Utilizing LAB

The observation of bacterial growth on NA supplemented with 1% (w/v) glucose for 24 h cultivation revealed bacterial population of 3.95 × 107 CFU/g, while the acid-forming bacteria observed from the yellow clear zone surrounding their colonies were found up to 3.76 × 107 CFU/g, which was 95.18% of the total bacterial counts. However, after transferring the acid-forming bacteria into NA supplemented with 1% (w/v) xylose, only 2.52 × 107 CFU/g was observed which represented 63.8% of total number of acid-forming bacteria. In total, 504 colonies of acid-forming bacteria capable of growth on NA xylose were randomly screened by transferring each colony into MRS broth containing xylose as the sole carbon source. After the secondary screening, 51 bacterial isolates (which represented 10.12% of the selected acid-forming bacteria) showed the ability to grow and produce acid, thus presumptively classified as LAB. Of these bacterial numbers, 39 isolates showed rapid growth and acid production within 12 h of cultivation in MRS broth containing xylose and their l-LA concentrations at 48 h are presented in Figure 1. The results from this experiment demonstrated the relevance of the microbial population of the Eri silkworm gut and further the abundance of acid-forming bacteria. Furthermore, the target LAB was found to be only 51 isolates of presumptive LAB which is only 10.12% of 504 isolates. This means approximately 90% or the majority of xylose-utilizing bacteria with acid-producing ability in the gut of Eri silkworm are non-LAB and the number of LAB found from this experiment is approximately 7% of the total number of culturable bacteria. This result corresponded with the previous study which concluded that the dominant bacteria in gut of Eri silkworm belongs to the order Entrobacteriales (60%) followed by Bacillales (15%) and the majority of the culturable bacteria in gut of Eri silkworm were Bacillus spp., Citrobacter sp., Enterobacter sp., and Pseudomonas spp. [24]. LAB belongs to phylum Firmicutes which can be assigned in Bacilli class which includes Lactobacillales order. A previous study found that approximately 54% of aerobic culturable bacteria in Eri silkmoth, Samia ricini were in the phylum Firmicutes. Of these, 48 (representing 75%) of the bacteria produced cellulolytic, xylanolytic and lipolytic enzymes, and nitrate reductase, which are associated with food digestion and nutritional provision from digested foods [24]. Hence, it can be implied that Eri silkworm could be an alternative source of xylose-fermenting bacteria, specifically xylose-fermenting LAB based on the initial assumption of this study.

3.2. Screening of LAB for Optically Pure l-LA Production

Considering the basic fermentable sugar composition obtained from chemical hydrolysis of lignocellulosic material, the previously selected 39 LAB isolates were evaluated for their fermentation potency using different single pure sugars including glucose, xylose and arabinose, which normally is found as the main sugar component in lignocellulosic material. It was found that 12 out of 39 LAB isolates were able to grow and produce high optically pure l-LA from glucose, xylose and arabinose and the l-LA purity ranged from 94–100% (Table 1) and LA content and its l-optical purity were varied depending on LAB strains. Two isolates, SCT2 and WX1, produced l-LA at the highest level in MRS glucose, but the isolate SCT2 produced l-LA from xylose and arabinose at levels of 3.20 and 1.15 g/L, respectively, while l-LA produced by the isolate WX1 were 6.80 and 6.00 g/L, respectively. Therefore, SCT2 was not suitable for further application in l-LA production from lignocellulose which is normally composed of hexose and pentose in various ratios. There were only five isolates including UDX1, WG1, WG2–3, WX1 and WX4 which produced l-LA at higher than 5 g/L in MRS broth containing 10 g/L xylose. Meanwhile, other isolates showed their xylose and arabinose fermenting ability at levels less than 3 g/L LA from 10 g/L of each carbon source. Yet, it is of high relevance to select LAB using simple sugar combination screening for further use in l-LA production from actual lignocellulosic materials which is composed of pentose as almost half of carbohydrate content. However, their furfural tolerance should also be investigated further for application as this criterion is also important for LAB selection procedure.

3.3. Furfural Tolerance and Inhibitory Effect on l-LA Production

In the production process of LA from corn stover, chemical hydrolysis generated the main fermentable sugar including glucose and xylose, respectively in addition to releasing of furfural compounds [25]. In corn stover, glycan and xylan contents were 34.4% and 22.8% by weight of dry matter, respectively. Following hydrolysis of corn stover in a ratio of 100 g to 1000 L, approximately 2–10% by weight of xylan was converted to furfural [26], thus equivalent to 0.46–2.28 g/L depending on the elevation of the hydrolysis temperature. These results were in accordance with furfural contents obtained from xylose production from corn stover by means of diluted acid hydrolysis [27]. Based on this rationale that furfural may be in inhibitory in future optimization of corn stover substrate bioconversions, all 12 selected LAB isolates were evaluated for furfural tolerance at various concentrations ranging from 1 to 6 g/L. The results revealed that none of the LAB isolates were able to grow in medium supplemented with furfural at above 2 g/L. Growth and LA production of each LAB isolates in three tested carbon sources with and without supplementation of 2 g/L furfural were significantly different. Supplementation of furfural negatively affected LA production by decreasing LA production (Figure 2). Screening for furfural tolerance is an ability that can be applied for LA production as without hydrolysis or removal of the furfural the process can be a cost-effective method [28]. In this study the isolate WX1 was the least furfural sensitive lactic acid bacterium. It was active in the presence of 2 g/L furfural and retained the highest LA production efficiency with relative LA production of approximately 81.8%, 81.5% and 74.5% towards glucose, xylose and arabinose fermentations, respectively. Therefore, isolate WX1 was selected as the most potential isolate to be used for LA production in future corn stover-based process, while others could be alternative choices for LA production in combination with furfural hydrolysis process.

3.4. Molecular Identification of LAB

The morphological study of 12 isolates found that 10 of the most acid-forming isolates including UDX1, WX4, WG2-3, WG1, WX1, MJG2, SCT2, SC1, W1ES and SX2 were Gram-positive cocci, while the last two isolates WX2 and WX3 were Gram-positive bacteria with irregular rod shape. The identification by 16S rRNA gene sequencing analyses revealed that all shared sequence similarity of higher than 99% to genera Entercoccus and Weissella which are in the order Lactobacillales. The full-length 16S rRNA gene sequences of 12 isolates have been deposited with GenBank under the accession no. MZ127632 - MZ127643. The isolates UDX1, WX4, WG2-3, WG1 and WX1 belonged to Enterococcus mundtii while isolates MJG2, SCT2, SC1 and W1ES were assigned as Enterococcus faecalis, and isolate SX2 was Enterococcus hirae. Two isolates WX2 and WX3 were Weissella cibaria. These results were in accordance with phylogenetic analysis results (Figure 3). Enterococcus and Lactobacillus were two main residents found in the midgut of mulberry silkworm, Bombyx mori. In addition, their relative abundance was varied depending on different kinds of silkworms which contributed to their physiological activities [29]. In the previous studies, E. mundtii QU25 was reported for its potential use for LA production from xylose. Although the fermentation was successful with different fermentation strategy and E. mundtii QU25 was the first LAB that was previously claimed as homofermentative LAB towards xylose, however a combination of xylose and glucose with furfural tolerance has not yet been reported as feasible for LA production [30,31]. Notably, this research study reveals potentially feasible solutions to the challenge of using E. mundtii WX1 as LA producer in future optimization from chemical treated lignocellulosic materials with furfural tolerance.

3.5. Effect of Glucose and Xylose Concentrations on l-LA Production from E. mundtii WX1

Chemical lignocellulosic hydrolysates typically contain glucose and xylose as the main fermentable sugars and their ratios are varied depending on material types and sources [12]. Aligning this future use, in this study six ratios of sugar mixture were prepared for screening LA production. The results are shown in Table 2. E. mundtii WX1 selectively consumed glucose and rapidly produced LA within 12 h of cultivation (data not shown), while xylose was fermented later. It indicated that at high concentration of glucose rapid glucose consumption resulted but decreased xylose utilization. This phenomenon could be found in a medium containing glucose as high as 50% of sugar mixture for example G15X5 and G10X10 where xylose was utilized after initially glucose had been almost or completely consumed by E. mundtii. The phenomenon is called glucose repression. Carbon utilization by lactic acid bacteria is regulated by carbon catabolite repression (CCR). Previously, glucose repression has been explained in L. pentosus as its xylose utilization is controlled by xylAB operon, encoding d-xylose isomerase and d-xylulose kinase which are required for xylose fermentation but can be repressed initially by the presence of glucose [32]. The same CCR was also found in L. brevis and L. bucheri [33] as well as E. mundtiii QU25 [34]. Here, coculture using two microorganisms that are complimentary to utilizing each sugar in terms carbon preference is an alternative strategy to overcome the main drawback. The first lactic acid bacterium should play a crucial role in rapid utilization of glucose in order to reduce the CCR effect which in turn then provides succession conditions for xylose utilization by E. mundtii WX1.

3.6. l-LA Production from Mixed Glucose and Xylose by Coculture Fermentation

According to the previous reports on the ratio of glucose and xylose in corn stover after pretreatment and hydrolysate generation was found to be approximately 60% glucose and 40% xylose [22,35], and therefore the mixed sugar composition of glucose (C6) and xylose (C5) in a ratio of 6:4 was selected as a simplified model for screening l-LA fermentation in the isolates of this study. The results showed that cofermentation of E. mundtii WX1 and L. rhamnosus SCJ9 can utilize mixed glucose and xylose both in the presence and absence of furfural (Figure 4). In the presence of 2 g/L furfural, l-LA titer, production efficiency and productivity for cofermentation were 19.82 g/L, 0.66 g/g and 0.41 g/L/h, respectively, whereas the furfural absence condition achieved 23.32 g/L, 0.77 g/g and 0.48 g/L/h, respectively at 48 h. From this result, it could be suggested that fermentation of mixed sugar using coculture led to a higher resultant l-LA titer when compared to the use of single culture. Similar results were also reported by Taniguchi, et al. [36] when a mixture of 50 g/L of xylose and 100 g/L of glucose was used as the carbon source in the cultivation of E. casseliflavus, where glucose was converted to LA in the early phase of the cultivation, but xylose was hardly consumed. The cocultivation of E. casseliflavus and L. casei with two-stage inoculation resulted in complete consumption of 50 g/L of xylose and 100 g/L of glucose and achieved 95 g/L of LA with a high optical purity of 96% at 192 h.

3.7. Medium Optimization for l-LA Production by Coculture Using Experimental Designs

PBD was used to find the optimum significant compositions for l-LA production by E. mundtii WX1 and L. rhamnosus SCJ9 from nine medium compositions based on MRS medium including 30 g/L carbon source (60% glucose: 40% xylose), YE, peptone, beef extract, Tween 80, Tri-ammonium citrate, sodium acetate, MgSO4∙7H2O, K2HPO4 and MnSO4∙H2O (Supplementary Materials, Table S2). Using the Design Expert software, the data were analyzed by the linear regression in order to fit with the first-order model and found that the model was highly significant for p-value < 0.05 with R2 = 0.9661 and adjusted R2 = 0.8897 (Table 3). The analysis of variance (ANOVA) indicated the four most important variables which included Tween 80, YE, MnSO4∙H2O and sodium acetate. Tween 80, YE and MnSO4∙H2O influenced with positive coefficient (+), whereas the negatively influencing factor was sodium acetate, which has inverse response on LA production. Tween 80 has been accepted for its function as the emulsifier to assist the dispersion of nutrients in a variety of bacterial cultivation and it is one important component in MRS medium [37]. Several studies reported that Tween 80 strongly affected LA production and cell growth [38,39,40]. The rich organic nitrogen source such as YE, beef extract, meat extract and peptone consisted of the important purine and pyrimidine bases and B vitamins, which are essential components for the growth of LAB and YE has been used in most of the LA production studies as the organic nitrogen supplement [41,42,43]. The significant influence by Mn2+ ion might be caused from the involvement of Mn+2 ion in l-lactate dehydrogenase activity as described by Narayanan, et al. [1]. PBD offers an efficient route to optimize large number of variables and identifies the most significant variables. The design has been successfully applied in medium optimization by various previous studies [44,45,46,47].
CCD was employed to optimize the concentrations of these important three variables for maximum l-LA production. The design matrix of the variables in actual values is presented in Table 4 with the response results. By fitting the experimental l-LA with the least square linear regression models, the simulated second order equation was obtained as Equation (4):
Y = 2.94 + 0.73X1 + 15.43X2 + 3.18X3 + 0.1X1X2 + 0.05X1X3 + 3.26X2X3 − 0.02X12 − 7.50X22 − 3.57X32
where Y is the predicted response l-LA, X1, X2 and X3 were YE, Tween 80 and MnSO4∙H2O, respectively.
A summary of the analysis of variance (ANOVA) for response surface quadratic model is presented in Table 5. The model was highly significant at p-value 0.0001 with R2 value 0.9519 which was in the agreement with the adjusted R2 value (adjusted R2 = 0.9086) and indicated good fit of the model. The result inferred that Tween 80 was the significant variable for l-LA production by coculture E. mundtii WX1 and L. rhamnosus SCJ9 with p-value 0.011. The significant effects were also observed from the interaction of the two variables of the model corresponding to the convex shape of the 3D contour response surface plot (Figure 3). The predicted maximum level of l-LA was 23.72 g/L with 20.61 g/L YE, 1.44 g/L Tween 80, 1.27 g/L MnSO4∙H2O and with 30 g/L carbon source. l-LA production model was validated within 48 h growth and the highest l-LA of 23.59 ± 0.5 g/L was obtained from optimized medium. Even the difference of l-LA obtained from the optimized medium is not large when compared to that from the MRS, but the optimized medium could reduce the high-cost nitrogen sources such as beef extract and peptone, with levels dropping from 10 g/L to 2.5 g/L. Furthermore, other significant negatively influencing nutritional factors such as sodium acetate were omitted from the optimized medium. The overall main purpose of this study is the advancement of long term application strategy for conversion of corn stover or other lignocellulose substrates to l-LA. Therefore, the initial concentration of simple mixed sugar substrates was fixed at 30 g/L, which is equivalent to the fermentable sugar expected to be achieved from 100 g dried corn stover or other lignocellulosic substrates [22]. Azaizeh, et al. [48] recommended that 10% dry matter (DM) was suitable for lignocellulose biomass pretreatment and hydrolysis and DM higher than 15% may cause a technical problem due to high viscosity [49].

3.8. Comparative Study on l-LA Production by the Optimized Medium

Production of l-LA by coculture of E. mundtii WX1 and L. rhamnosus SCJ9 using the optimized medium containing 30 g/L mixed glucose and xylose (6:4) was compared to the use of MRS broth inoculated with coculture and single culture E. mundtii WX1 (Table 6). Considering the level of l-LA production, approximately 80% of the final l-LA accumulation was achieved by 24 h cultivation in all cultivation strategies and the use of coculture both in optimized medium and MRS clearly improved the bioconversion of mixed glucose-xylose to l-LA in comparison to the single culture as it showed higher l-LA yield than E. mundtii WX1 single culture at levels of approximately 1.53 and 1.28 times, respectively. The results from this experiment indicated the possibility of using the coculture of E. mundtii WX1 and L. rhamnosus SCJ9 in future bioconversion strategies for lignocellulose particularly corn stover to l-LA, a basic building process for polylactide synthesis. However, the research to determine more suitable fermentation processes and strategies, along with lower cost medium components are essential.

4. Conclusions

E. mundtii WX1 was selected from acid-producing bacteria from Eri silkworm midgut with a capability for l-LA production when grown on glucose or xylose and arabinose. However, E. mundtii WX1 was incapable of utilizing xylose in the presence of glucose higher than 50% in mixed combination of hexose-pentose sugars. This research advanced a solution by using coculture of E. mundtii WX1 and L. rhamnosus SCJ9 and achieved l-LA levels 1.28 times higher than those obtained by single culture E. mundtii WX1. The optimal medium component for l-LA production for E. mundtii WX1 and L. rhamnosus SCJ9 coculture based on MRS was improved by PBD and CCD experimental designs, which enhanced LA production by 1.53 times. This is the first report describing the use of LAB from a novel source such as Eri silkworm midgut and advancing the excellent strategic possibility to use the coculture of E. mundtii WX1 and L. rhamnosus SCJ9 in a future bioconversion process of lignocellulose, particularly corn stover to l-LA.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/fermentation7020095/s1, Table S1: Medium components and their levels for PBD experimental design, Table S2: l-Lactic acid production by coculture of E. mundtii WX1 and L. rhamnosus SCJ9 responding to the designed matrix of Plackett-Burman design under static condition at 37 °C for 48 h.

Author Contributions

Conceptualization, A.K. (Augchararat Klongklaew) and C.K.; methodology and formal analysis, A.K. (Augchararat Klongklaew), P.P. and K.U.; investigation, A.K. (Augchararat Klongklaew), A.K. (Apinun Kanpiengjai), K.U., P.W., P.P., and C.K.; writing-original draft preparation, A.K. (Augchararat Klongklaew), K.U., and C.K.; writing-review and editing, A.K. (Augchararat Klongklaew), A.K. (Apinun Kanpiengjai), P.W., K.U., K.S. and C.K.; supervision, C.K. All authors have read and agreed to the published version of the manuscript.

Funding

This work was financially supported by Chiang Mai University’s 50th anniversary scholarship program.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

The authors acknowledge Chiang Mai University for Chiang Mai University’s 50th anniversary scholarship and also the Faculty of Agro-Industry, Chiang Mai University for the research facilities.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Narayanan, N.; Roychoudhury, P.K.; Srivastava, A. L (+) lactic acid fermentation and its product polymerization. Electron. J. Biotechnol. 2004, 7, 167–178. [Google Scholar]
  2. Abdel-Rahman, M.A.; Sonomoto, K. Opportunities to overcome the current limitations and challenges for efficient microbial production of optically pure lactic acid. J. Biotechnol. 2016, 236, 176–192. [Google Scholar] [CrossRef] [PubMed]
  3. Datta, R.; Henry, M. Lactic acid: Recent advances in products, processes and technologies—A review. J. Chem. Technol. Biotechnol. 2006, 81, 1119–1129. [Google Scholar] [CrossRef]
  4. Reddy, G.; Altaf, M.; Naveena, B.J.; Venkateshwar, M.; Kumar, E.V. Amylolytic bacterial lactic acid fermentation—A review. Biotechnol. Adv. 2008, 26, 22–34. [Google Scholar] [CrossRef]
  5. Mora-Villalobos, J.A.; Montero-Zamora, J.; Barboza, N.; Rojas-Garbanzo, C.; Usaga, J.; Redondo-Solano, M.; Schroedter, L.; Olszewska-Widdrat, A.; Lopez-Gomez, J.P. Multi-product lactic acid bacteria fermentations: A review. Fermentation 2020, 6, 23. [Google Scholar] [CrossRef] [Green Version]
  6. Abdel-Rahman, M.A.; Tashiro, Y.; Sonomoto, K. Recent advances in lactic acid production by microbial fermentation processes. Biotechnol. Adv. 2013, 31, 877–902. [Google Scholar] [CrossRef] [PubMed]
  7. Hofvendahl, K.; Hahn–Hägerdal, B. Factors affecting the fermentative lactic acid production from renewable resources 1. Enzyme Microb. Technol. 2000, 26, 87–107. [Google Scholar] [CrossRef]
  8. Martinez, F.A.C.; Balciunas, E.M.; Salgado, J.M.; González, J.M.D.; Converti, A.; de Souza Oliveira, R.P. Lactic acid properties, applications and production: A review. Trends Food Sci. Technol. 2013, 30, 70–83. [Google Scholar] [CrossRef]
  9. John, R.P.; Nampoothiri, K.M.; Pandey, A. Fermentative production of lactic acid from biomass: An overview on process developments and future perspectives. Appl. Microbiol. Biotechnol. 2007, 74, 524–534. [Google Scholar] [CrossRef]
  10. Juturu, V.; Wu, J.C. Microbial production of lactic acid: The latest development. Crit. Rev. Biotechnol. 2016, 36, 967–977. [Google Scholar] [CrossRef]
  11. Isikgor, F.H.; Becer, C.R. Lignocellulosic biomass: A sustainable platform for the production of bio-based chemicals and polymers. Polym. Chem. 2015, 6, 4497–4559. [Google Scholar] [CrossRef] [Green Version]
  12. Ravindran, R.; Jaiswal, A.K. A comprehensive review on pre-treatment strategy for lignocellulosic food industry waste: Challenges and opportunities. Bioresour. Technol. 2016, 199, 92–102. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. Kim, J.-H.; Block, D.E.; Mills, D.A. Simultaneous consumption of pentose and hexose sugars: An optimal microbial phenotype for efficient fermentation of lignocellulosic biomass. Appl. Microbiol. Biotechnol. 2010, 88, 1077–1085. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Bizzi, C.A.; Santos, D.; Sieben, T.C.; Motta, G.V.; Mello, P.A.; Flores, E.M. Furfural production from lignocellulosic biomass by ultrasound-assisted acid hydrolysis. Ultrason. Sonochem. 2019, 51, 332–339. [Google Scholar] [CrossRef] [PubMed]
  15. Behera, S.; Arora, R.; Nandhagopal, N.; Kumar, S. Importance of chemical pretreatment for bioconversion of lignocellulosic biomass. Renew. Sustain. Energy Rev. 2014, 36, 91–106. [Google Scholar] [CrossRef]
  16. Liang, X.; Fu, Y.; Liu, H. Isolation and characterization of enzyme-producing bacteria of the silkworm larval gut in bioregenerative life support system. Acta Astronaut. 2015, 116, 247–253. [Google Scholar] [CrossRef]
  17. Unban, K.; Kodchasee, P.; Shetty, K.; Khanongnuch, C. Tannin-tolerant and extracellular tannase producing Bacillus isolated from traditional fermented tea leaves and their probiotic functional properties. Foods 2020, 9, 490. [Google Scholar] [CrossRef]
  18. Sambrook, J.; Russell, D.W. Molecular Clonging: A Laboratory Mannual, 3rd ed.; Cold Spring Harbor Press: New York, NY, USA, 2001. [Google Scholar]
  19. Lane, D.J. 16S/23S rRNA sequencing. In Nucleic Acid Techniques in Bacterial Systematic; Stackebrandt, E., Goodfellow, M., Eds.; John Wiley & Sons: New York, NY, USA, 1991; pp. 115–175. [Google Scholar]
  20. Tamura, K.; Dudley, J.; Nei, M.; Kumar, S. MEGA4: Molecular evolutionary genetics analysis (MEGA) software version 4.0. Mol. Biol. Evol. 2007, 24, 1596–1599. [Google Scholar] [CrossRef]
  21. Unban, K.; Puangkhankham, N.; Kanpiengjai, A.; Govindarajan, R.K.; Kalaimurugan, D.; Khanongnuch, C. Improvement of polymer grade L-lactic acid production using Lactobacillus rhamnosus SCJ9 from low-grade cassava chips by simultaneous saccharification and fermentation. Processes 2020, 8, 1143. [Google Scholar] [CrossRef]
  22. Lloyd, T.A.; Wyman, C.E. Combined sugar yields for dilute sulfuric acid pretreatment of corn stover followed by enzymatic hydrolysis of the remaining solids. Bioresour. Technol. 2005, 96, 1967–1977. [Google Scholar] [CrossRef]
  23. Yang, J.; Corscadden, K.; He, Q.S.; Caldwell, C. The optimization of alkali-catalyzed biodiesel production from Camelina sativa oil using a response surface methodology. J. Bioprocess. Biotech. 2015, 5, 1000235. [Google Scholar]
  24. MsangoSoko, K.; Gandotra, S.; Chandel, R.K.; Sharma, K.; Ramakrishinan, B.; Subramanian, S. Composition and diversity of gut bacteria associated with the eri silk moth, Samia ricini, (Lepidoptera: Saturniidae) as revealed by culture-dependent and metagenomics analysis. J. Microbiol. Biotechnol. 2020, 30, 1367–1378. [Google Scholar] [CrossRef]
  25. Steinbach, D.; Kruse, A.; Sauer, J. Pretreatment technologies of lignocellulosic biomass in water in view of furfural and 5-hydroxymethylfurfural production-a review. Biomass Conv. Bioref. 2017, 7, 247–274. [Google Scholar] [CrossRef]
  26. Weiss, N.D.; Nagle, N.J.; Tucker, M.P.; Elander, R.T. High xylose yields from dilute acid pretreatment of corn stover under process-relevant conditions. Appl. Biochem. Biotechnol. 2009, 155, 115–125. [Google Scholar] [CrossRef]
  27. Fehér, A.; Fehér, C.; Rozbach, M.; Barta, Z. Combined approaches to xylose production from corn stover by dilute acid hydrolysis. Chem. Biochem. Eng. Q. 2017, 31, 77–87. [Google Scholar] [CrossRef]
  28. Tang, Y.; Bu, L.; He, J.; Jiang, J. L (+)-Lactic acid production from furfural residues and corn kernels with treated yeast as nutrients. Eur. Food Res. Technol. 2013, 236, 365–371. [Google Scholar] [CrossRef]
  29. Yeruva, T.; Vankadara, S.; Ramasamy, S.; Lingaiah, K. Identification of potential probiotics in the midgut of mulberry silkworm, Bombyx mori through metagenomic approach. Probiotics Antimicro. Prot. 2020, 12, 635–640. [Google Scholar] [CrossRef]
  30. Wang, Y.; Abdel-Rahman, M.A.; Tashiro, Y.; Xiao, Y.; Zendo, T.; Sakai, K.; Sonomoto, K. L-(+)-Lactic acid production by co-fermentation of cellobiose and xylose without carbon catabolite repression using Enterococcus mundtii QU 25. RSC Adv. 2014, 4, 22013–22021. [Google Scholar] [CrossRef]
  31. Abdel-Rahman, M.A.; Tashiro, Y.; Zendo, T.; Sakai, K.; Sonomoto, K. Highly efficient L-lactic acid production from xylose in cell recycle continuous fermentation using Enterococcus mundtii QU 25. RSC Adv. 2016, 6, 17659–17668. [Google Scholar] [CrossRef]
  32. Mahr, K.; Hillen, W.; Titgemeyer, F. Carbon catabolite repression in Lactobacillus pentosus: Analysis of the ccpA region. Appl. Environ. Microbiol. 2000, 66, 277–283. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Kim, J.-H.; Shoemaker, S.P.; Mills, D.A. Relaxed control of sugar utilization in Lactobacillus brevis. Microbiology 2009, 155, 1351–1359. [Google Scholar] [CrossRef] [Green Version]
  34. Yanase, H.; Araya-Kojima, T.; Shiwa, Y.; Watanabe, S.; Zendo, T.; Chibazakura, T.; Shimizu-Kadota, M.; Sonomoto, K.; Yoshikawa, H. Transcriptional regulation of xylose utilization in Enterococcus mundtii QU 25. RSC Adv. 2015, 5, 93283–93292. [Google Scholar] [CrossRef]
  35. Wyman, C.E.; Dale, B.E.; Elander, R.T.; Holtzapple, M.; Ladisch, M.R.; Lee, Y. Comparative sugar recovery data from laboratory scale application of leading pretreatment technologies to corn stover. Bioresour. Technol. 2005, 96, 2026–2032. [Google Scholar] [CrossRef]
  36. Taniguchi, M.; Tokunaga, T.; Horiuchi, K.; Hoshino, K.; Sakai, K.; Tanaka, T. Production of L-lactic acid from a mixture of xylose and glucose by co-cultivation of lactic acid bacteria. Appl. Microbiol. Biotechnol. 2004, 66, 160–165. [Google Scholar] [CrossRef]
  37. Reese, E.; Maguire, A. Surfactants as stimulants of enzyme production by microorganisms. Appl. Microbiol. 1969, 17, 242–245. [Google Scholar] [CrossRef] [PubMed]
  38. Li, J.-Y.; Zhang, L.-W.; Du, M.; Han, X.; Yi, H.-X.; Guo, C.-F.; Zhang, Y.-C.; Luo, X.; Zhang, Y.-H.; Shan, Y.-J. Effect of tween series on growth and cis-9, trans-11 conjugated linoleic acid production of Lactobacillus acidophilus F0221 in the presence of bile salts. Int. J. Mol. Sci. 2011, 12, 9138–9154. [Google Scholar] [CrossRef] [PubMed]
  39. Nagarjun, P.A.; Rao, R.S.; Rajesham, S.; Rao, L.V. Optimization of lactic acid production in SSF by Lactobacillus amylovorus NRRL B-4542 using Taguchi methodology. J. Microbiol. 2005, 43, 38–43. [Google Scholar]
  40. Naveena, B.J.; Altaf, M.; Bhadriah, K.; Reddy, G. Selection of medium components by Plackett-Burman design for production of L(+) lactic acid by Lactobacillus amylophilus GV6 in SSF using wheat bran. Bioresour. Technol. 2005, 96, 485–490. [Google Scholar] [CrossRef]
  41. Kanpiengjai, A.; Lumyong, S.; Pathom-aree, W.; Khanongnuch, C. Starchy effluent from rice noodle manufacturing process as feasible substrate for direct lactic acid production by Lactobacillus plantarum S21. J. Korean Soc. Appl. Biol. Chem. 2014, 57, 217–220. [Google Scholar] [CrossRef]
  42. Leroy, F.; De Vuyst, L. Growth of the bacteriocin-producing Lactobacillus sakei strain CTC 494 in MRS broth is strongly reduced due to nutrient exhaustion: A nutrient depletion model for the growth of lactic acid bacteria. Appl. Environ. Microbiol. 2001, 67, 4407–4413. [Google Scholar] [CrossRef] [Green Version]
  43. Yu, B.; Li, M.; Liu, J.; Guo, D.; Pei, L.; Zhao, X. Effects of ion doping at different sites on electrical properties of multiferroic BiFeO3 ceramics. J. Phys. D Appl. Phys. 2008, 41, 065003. [Google Scholar] [CrossRef]
  44. El Gherab, F.Z.R.; Hassaine, O.; Zadi-Karam, H.; Karam, N.-E. Statistical optimization for the development of a culture medium based on the juice of waste-dates for growth of Lactococcus lactis LCL strain by using the Plackett–Burman and response surface methodology. Waste Biomass Valor. 2019, 10, 2943–2957. [Google Scholar] [CrossRef]
  45. Norizan, N.A.B.M.; Halim, M.; Tan, J.S.; Abbasiliasi, S.; Mat Sahri, M.; Othman, F.; Ariff, A.B. Enhancement of β-mannanase production by Bacillus subtilis ATCC11774 through optimization of medium composition. Molecules 2020, 25, 3516. [Google Scholar] [CrossRef] [PubMed]
  46. Unban, K.; Kanpiengjai, A.; Khatthongngam, N.; Saenjum, C.; Khanongnuch, C. Simultaneous bioconversion of gelatinized starchy waste from the rice noodle manufacturing process to lactic acid and maltose-forming α-amylase by Lactobacillus plantarum S21, using a low-cost medium. Fermentation 2019, 5, 32. [Google Scholar] [CrossRef] [Green Version]
  47. Penkhrue, W.; Jendrossek, D.; Khanongnuch, C.; Pathom-aree, W.; Aizawa, T.; Behrens, R.L.; Lumyong, S. Response surface method for polyhydroxybutyrate (PHB) bioplastic accumulation in Bacillus drentensis BP17 using pineapple peel. PLoS ONE 2020, 15, e0230443. [Google Scholar]
  48. Azaizeh, H.; Abu Tayeh, H.N.; Schneider, R.; Klongklaew, A.; Venus, J. Production of lactic acid from carob, banana and sugarcane lignocellulose biomass. Molecules 2020, 25, 2956. [Google Scholar] [CrossRef]
  49. Lu, Z.; He, F.; Shi, Y.; Lu, M.; Yu, L. Fermentative production of L (+)-lactic acid using hydrolyzed acorn starch, persimmon juice and wheat bran hydrolysate as nutrients. Bioresour. Technol. 2010, 101, 3642–3648. [Google Scholar] [CrossRef]
Figure 1. Lactic acid production from 39 isolates in MRS with 10 g/L xylose after cultivation at 37 °C for 48 h. Different small letters indicate significant differences between lactic acid produced from each isolate (p < 0.05).
Figure 1. Lactic acid production from 39 isolates in MRS with 10 g/L xylose after cultivation at 37 °C for 48 h. Different small letters indicate significant differences between lactic acid produced from each isolate (p < 0.05).
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Figure 2. Lactic acid production of twelve selected bacterial isolates cultivated in MRS broth with 10 g/L glucose (A), xylose (B) and arabinose (C) supplemented with 2 g/L furfural at 37 °C for 48 h. Different capital letters (A–J) and small letters (a–i) indicate significant differences between the test groups of each media (p < 0.05).
Figure 2. Lactic acid production of twelve selected bacterial isolates cultivated in MRS broth with 10 g/L glucose (A), xylose (B) and arabinose (C) supplemented with 2 g/L furfural at 37 °C for 48 h. Different capital letters (A–J) and small letters (a–i) indicate significant differences between the test groups of each media (p < 0.05).
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Figure 3. Phylogenetic tree of the isolate WX1 and other 11 isolates based on the 16S rRNA gene sequence analysis.
Figure 3. Phylogenetic tree of the isolate WX1 and other 11 isolates based on the 16S rRNA gene sequence analysis.
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Figure 4. Comparison of lactic acid production by coculture of E. mundtii WX1 and L. rhamnosus SCJ9 (solid line) and single-culture of E. mundtii WX1 (dashed line) in MRS with 30 g/L mixed glucose-xylose carbon source without furfural (A) and in the presence of 2 g/L furfural (B) at 37 °C for 48 h. Symbols; (, - -- -) lactic acid, (, - -- -) glucose, (―⯀―, - -☐- -) xylose and (, - -- -) viable cell.
Figure 4. Comparison of lactic acid production by coculture of E. mundtii WX1 and L. rhamnosus SCJ9 (solid line) and single-culture of E. mundtii WX1 (dashed line) in MRS with 30 g/L mixed glucose-xylose carbon source without furfural (A) and in the presence of 2 g/L furfural (B) at 37 °C for 48 h. Symbols; (, - -- -) lactic acid, (, - -- -) glucose, (―⯀―, - -☐- -) xylose and (, - -- -) viable cell.
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Table 1. Enantiomeric purity of l-lactic acid production from glucose, xylose and arabinose at 10 g/L concentration in MRS broth by twelve selected presumptive LAB under static condition at 37 °C for 48 h.
Table 1. Enantiomeric purity of l-lactic acid production from glucose, xylose and arabinose at 10 g/L concentration in MRS broth by twelve selected presumptive LAB under static condition at 37 °C for 48 h.
IsolatesOptical Pure l-Lactic Acid (%)l-Lactic Acid Production (g/L) at 48 h
MRS GlucoseMRS XyloseMRS ArabinoseMRS GlucoseMRS XyloseMRS Arabinose
MJG21001001007.75 ± 0.02 f3.40 ± 0.04 e1.38 ± 0.01 i
SC196.395.994.58.11 ± 0.12 e3.37 ± 0.12 e1.15 ± 0.02 j
SCT297.297.694.39.41 ± 0.10 a3.20 ± 0.05 e1.15 ± 0.02 j
SX295.297.196.78.65 ± 0.03 c3.20 ± 0.06 e1.92 ± 0.01 g
UDX11001001007.31 ± 0.05 g6.41 ± 0.12 b5.86 ± 0.03 b
WES11001001008.37 ± 0.03 d3.68 ± 0.09 d1.78 ± 0.01 h
WG11001001008.97 ± 0.11 b6.47 ± 0.10 b4.68 ± 0.04 c
WG2-31001001007.40 ± 0.05 g6.54 ± 0.09 b4.20 ± 0.04 d
WX11001001009.27 ± 0.13 a6.80 ± 0.05 a6.00 ± 0.07 a
WX21001001008.98 ± 0.11 b3.36 ± 0.02 e2.56 ± 0.02 f
WX31001001008.93 ± 0.12 b2.61 ± 0.01 f2.53 ± 0.01 f
WX41001001008.62 ± 0.06 cd5.40 ± 0.05 c3.49 ± 0.02 e
Note: Means in column with different superscripts are statistically different at p < 0.05.
Table 2. The remaining glucose and xylose and l-lactic acid produced by E. mundtii WX1 using various glucose-xylose mixtures in MRS broth under static incubation at 37 °C for 48 h.
Table 2. The remaining glucose and xylose and l-lactic acid produced by E. mundtii WX1 using various glucose-xylose mixtures in MRS broth under static incubation at 37 °C for 48 h.
TreatmentTime
(h)
Glucose
(g/L)
Xylose
(g/L)
Total Sugar
(g/L)
l-Lactic Acid (g/L)Yield
(g/g)
G20020.00 ± 0.01020.00 ± 0.020-
245.51 ± 0.0205.51 ± 0.0214.02 ± 0.020.97
481.45 ± 0.0101.45 ± 0.0217.94 ± 0.020.97
G15X5015.00 ± 0.055.00 ± 0.0220.00 ± 0.020-
2404.25 ± 0.024.25 ± 0.0110.89 ± 0.010.69
4802.82 ± 0.032.82 ± 0.0311.37 ± 0.020.66
G10X10010.00 ± 0.0210.00 ± 0.0220.00 ± 0.020-
240.14 ± 0.016.93 ± 0.017.07 ± 0.018.33 ± 0.020.64
4802.39 ± 0.012.39 ± 0.0110.89 ± 0.020.61
G5X1505.00 ± 0.0215.00 ± 0.0120.00 ± 0.010-
24012.17 ± 0.0112.17 ± 0.017.37 ± 0.010.94
4807.99 ± 0.017.99 ± 0.019.77 ± 0.020.81
X200020.00 ± 0.0120.00 ± 0.010-
2409.48 ± 0.029.48 ± 0.0210.09 ± 0.020.96
4805.66 ± 0.025.66 ± 0.0213.05 ± 0.030.91
Note: Yield (g/g) = lactic acid formation (g)/total sugar consumption (g). The value below the limit of detection by enzymatic assay kit was marked as “0”.
Table 3. The analysis of variance (ANOVA) from the PBD experimental results.
Table 3. The analysis of variance (ANOVA) from the PBD experimental results.
Variable CodeMedium ComponentsCoefficient EstimateSum of SquaresdfF-Valuep-Value (Prob > F)
Model/Intercept12.22105.031012.650.0132
ATween 801.3421.55123.360.0084
CPeptone−0.403.0513.310.1431
DBeef extract0.0240.01110.0120.9197
EMgSO4∙7H2O−0.341.4111.530.2840
FMnSO4∙H2O1.7134.91137.840.0035
GK2HPO40.260.8310.900.3958
HTri-ammonium citrate0.110.1510.160.7106
KSodium acetate−0.9711.20112.140.0253
LYE1.6331.91134.580.0042
R2 = 0.9661; Adj R2 = 0.8897.
Table 4. Experimental designs and the experimental results of l-LA production responding to the CCD.
Table 4. Experimental designs and the experimental results of l-LA production responding to the CCD.
RunX1:
YE
(g/L)
X2:
Tween 80
(g/L)
X3:
MnSO4∙H2O
(g/L)
Lactic Acid
(g/L)
1910.620.02
23110.619.45
3920.616.29
43120.617.20
5912.214.87
63112.215.48
7922.215.57
83122.219.24
91.51.51.414.35
1038.51.51.415.30
11200.661.417.98
12202.341.416.99
13201.50.0516.63
14201.52.7516.02
15201.51.423.97
16201.51.422.95
17201.51.424.08
18201.51.424.10
19201.51.424.10
20201.51.422.97
Table 5. ANOVA for response surface quadratic model of lactic acid production.
Table 5. ANOVA for response surface quadratic model of lactic acid production.
SourceCoefficient EstimatedfMSF Valuep-Value (Prob > F)
Model23.65925.5521.98<0.0001
X10.4512.832.430.1498
X2−0.2310.730.630.4457
X3−0.6515.684.890.0515
X1 X20.5712.572.210.1682
X1 X30.4911.951.680.2240
X2 X31.31113.6411.740.0065
X12−2.821114.4398.44<0.0001
X22−1.88150.7843.69<0.0001
X32−2.29175.4064.87<0.0001
Residual 101.16
Lack of fit 52.006.120.0343
Pure error 50.33
R2 = 0.9519; Adj R2 = 0.9086.
Table 6. Comparison of lactic acid titer, production efficiency and productivity of coculture E. mundtii WX1 and L. rhamnosus SCJ9 cultivated in optimized medium and MRS with 30 g/L mixed glucose-xylose carbon source in the presence of 2 g/L furfural at 37 °C in comparing to the single culture.
Table 6. Comparison of lactic acid titer, production efficiency and productivity of coculture E. mundtii WX1 and L. rhamnosus SCJ9 cultivated in optimized medium and MRS with 30 g/L mixed glucose-xylose carbon source in the presence of 2 g/L furfural at 37 °C in comparing to the single culture.
ParameterFermentation Strategy
WX1WX1 and SCJ9WX1 and SCJ9
MRSMRSOptimized Medium
24 h48 h24 h48 h24 h48 h
Lactic acid (g/L)12.07 ± 0.515.51 ± 0.317.56 ± 0.419.82 ± 0.120.88 ± 0.823.59 ± 0.5
Production efficiency (g/g)0.49 ± 0.010.48 ± 0.010.59 ± 0.010.66 ± 0.040.70 ± 0.020.76 ± 0.01
Productivity (g/L/h)0.50 ± 0.020.30 ± 0.070.73 ± 0.010.41 ± 0.090.87 ± 0.030.48 ± 0.01
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Klongklaew, A.; Unban, K.; Kanpiengjai, A.; Wongputtisin, P.; Pamueangmun, P.; Shetty, K.; Khanongnuch, C. Improvement of Enantiomeric l-Lactic Acid Production from Mixed Hexose-Pentose Sugars by Coculture of Enterococcus mundtii WX1 and Lactobacillus rhamnosus SCJ9. Fermentation 2021, 7, 95. https://doi.org/10.3390/fermentation7020095

AMA Style

Klongklaew A, Unban K, Kanpiengjai A, Wongputtisin P, Pamueangmun P, Shetty K, Khanongnuch C. Improvement of Enantiomeric l-Lactic Acid Production from Mixed Hexose-Pentose Sugars by Coculture of Enterococcus mundtii WX1 and Lactobacillus rhamnosus SCJ9. Fermentation. 2021; 7(2):95. https://doi.org/10.3390/fermentation7020095

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Klongklaew, Augchararat, Kridsada Unban, Apinun Kanpiengjai, Pairote Wongputtisin, Punnita Pamueangmun, Kalidas Shetty, and Chartchai Khanongnuch. 2021. "Improvement of Enantiomeric l-Lactic Acid Production from Mixed Hexose-Pentose Sugars by Coculture of Enterococcus mundtii WX1 and Lactobacillus rhamnosus SCJ9" Fermentation 7, no. 2: 95. https://doi.org/10.3390/fermentation7020095

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