47 results on '"Zhen-ming Lu"'
Search Results
2. Distinct co-occurrence patterns and driving forces of abundant and rare bacterial communities in the multispecies solid-state fermentation process of cereal vinegar
- Author
-
Peng Mingye, Deng Yongjian, Huang Ting, Xiaojuan Zhang, Zhenghong Xu, Chai Lijuan, Zhen-Ming Lu, and Jin-Song Shi
- Subjects
Abiotic component ,Biology ,biology.organism_classification ,Microbiology ,Applied Microbiology and Biotechnology ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Acetic acid ,chemistry.chemical_compound ,Solid-state fermentation ,chemistry ,Botany ,Food microbiology ,Fermentation ,Species richness ,Fermentation in food processing ,Bacteria ,Food Science - Abstract
Multispecies solid-state fermentation is a traditional processing technique for the traditional Chinese food, such as cereal vinegar, Baijiu, etc. Generally, few abundant and many rare microbes were involved in such processes, and the necessity and roles of the latter are less studied. Here the co-occurrence patterns of abundant and rare bacterial community and abiotic factors influencing their community assembly were investigated in acetic acid fermentation following starter inoculation, using Zhenjiang aromatic vinegar as a model system. Abundant taxa that contribute to the function of accumulating acid exhibited a ubiquitous distribution while the distribution of rare taxa along the fermentation process unraveled. The species composition of the rare taxa significantly altered, but abundant taxa were maintained after inoculation. Moreover, the diversity of rare taxa changed more significantly than that of abundant taxa. Both abundant and rare sub-communities, which were contributed more with species turnover than species richness, were demonstrated to be driven by pH, acetic acid, ammonium nitrogen, and ethanol. Stochastic processes regulated the assembly of both sub-communities, but more prominent on rare sub-communities. Co-occurrence network was more governed by rare sub-communities, and the co-variations between microbial communities were predominantly positive, implying that rare taxa played more important role in the fermentation stability and network robustness. Furthermore, seven network connectors were identified, and three of them belonged to rare taxa. These microbes of different modules were enriched at particular phases of fermentation. These results demonstrate the ecological significance of rare bacteria and provide new insights into understanding the abiotic factors influence microbial structure in traditional fermented foods.
- Published
- 2021
- Full Text
- View/download PDF
3. Similarities and differences of oligo/poly-saccharides’ impact on human fecal microbiota identified by in vitro fermentation
- Author
-
Yan Geng, Xiaojuan Zhang, Zhenghong Xu, Yilin Ren, Heng Li, Shanshan Wang, Zhen-Ming Lu, and Jin-Song Shi
- Subjects
biology ,Bacteroidetes ,Microbiota ,Prebiotic ,medicine.medical_treatment ,Inulin ,General Medicine ,Gut flora ,medicine.disease_cause ,biology.organism_classification ,Applied Microbiology and Biotechnology ,In vitro ,chemistry.chemical_compound ,fluids and secretions ,chemistry ,Fermentation ,medicine ,Parabacteroides distasonis ,Humans ,Food science ,Feces ,Biotechnology ,Bifidobacterium - Abstract
The dietary supplementation of prebiotics is considered a promising strategy for the modulation of gut microbiota. Due to the wide variety of animal models and tremendous inter-individual variability from human investigations, the prebiotic effect of fibers is often difficult to compare between studies. Here, the effects of 11 dietary fibers on human fecal microbiota were studied using an in vitro human fecal fermentation model under well-controlled conditions. All fibers showed positive regulatory effects on short chain fatty acids (SCFAs) and several beneficial bacteria, including Parabacteroides distasonis and Bifidobacterium spp. Cultures supplemented with xylo-oligosaccharide and konjac flour showed the highest SCFAs. According to regulatory effects, fibers were divided into three groups, with 13 indicator OTUs (operational taxonomic units) identified. Fecal microbiota regulated by isomalto-oligosaccharide and chitosan-oligosaccharide were similar to fructo-oligosaccharide and inulin outputs. As a supplement to in vivo studies, our results comprehensively summarized the similarities and distinctiveness of fibers in regulating fecal microbiota structures. KEY POINTS: • Fibers were divided into three groups based on the regulatory effects in microbiota. • Thirteen indicator OTUs were identified using pairwise comparisons. • Fiber similarities and distinctive traits in regulating microbiota effect were identified.
- Published
- 2021
- Full Text
- View/download PDF
4. Machine learning based age-authentication assisted by chemo-kinetics: Case study of strong-flavor Chinese Baijiu
- Author
-
Qing-Ru Liu, Xiao-Juan Zhang, Lei Zheng, Lian-Jun Meng, Guang-Qian Liu, Ting Yang, Zhen-Ming Lu, Li-Juan Chai, Song-Tao Wang, Jin-Song Shi, Cai-Hong Shen, and Zheng-Hong Xu
- Subjects
Food Science - Published
- 2023
- Full Text
- View/download PDF
5. Bacteria and filamentous fungi running a relay race in Daqu fermentation enable macromolecular degradation and flavor substance formation
- Author
-
Wen-Hu Liu, Li-Juan Chai, Hong-Mei Wang, Zhen-Ming Lu, Xiao-Juan Zhang, Chen Xiao, Song-Tao Wang, Cai-Hong Shen, Jin-Song Shi, and Zheng-Hong Xu
- Subjects
General Medicine ,Microbiology ,Food Science - Published
- 2023
- Full Text
- View/download PDF
6. Constructing a Defined Starter for Multispecies Vinegar Fermentation via Evaluation of the Vitality and Dominance of Functional Microbes in an Autochthonous Starter
- Author
-
Zhenghong Xu, Qi Li, Chai Lijuan, Xiaojuan Zhang, Peng Mingye, Huang Ting, Zhen-Ming Lu, and Jin-Song Shi
- Subjects
Ecology ,Microbiota ,Microorganism ,Lactobacillus acetotolerans ,food and beverages ,Titratable acid ,Biology ,Applied Microbiology and Biotechnology ,Lactic acid ,chemistry.chemical_compound ,Acetic acid ,Starter ,chemistry ,Microbial population biology ,RNA, Ribosomal, 16S ,Fermentation ,Food Microbiology ,Metagenomics ,Food science ,Acetic Acid ,Food Science ,Biotechnology - Abstract
Mature vinegar culture has usually been used as a type of autochthonous starter for rapidly initiate initiating the next batch of acetic acid fermentation (AAF) and maintaining the batch-to-batch uniformity of AAF in the production of traditional cereal vinegar. However, the vitality and dominance of functional microbes in autochthonous starters remain unclear, which hinders further improvement of fermentation yield and production. Here, based on metagenomic (MG), metatranscriptomic (MT), and 16S rRNA gene sequencings, 11 bacterial operational taxonomic units (OTUs) with significant metabolic activity (MT/MG ratio >1) and dominance (relative abundance >1%) were targeted in the autochthonous vinegar starter, all of which were assigned to 4 species (Acetobacter pasteurianus, Lactobacillus acetotolerans, L. helveticus, Acetilactobacillus jinshanensis). Then, we evaluated the successions and interactions of these 11 bacterial OTUs at different AAF stages. Last, a defined starter was constructed with 4 core species isolated from the autochthonous starter (A. pasteurianus, L. acetotolerans, L. helveticus, Ac. jinshanensis). The defined starter culture could rapidly initiate the AAF in a sterile or unsterilized environment and similar dynamics of metabolites (ethanol, titratable acidity, acetic acid, lactic acid, and volatile compounds) and environmental indexes (temperature, pH) of fermentation were observed as compared with that of autochthonous starter (P > 0.05). This work provides a method to construct a defined microbiota from a complex system while preserving its metabolic function. IMPORTANCE Complex microorganisms are beneficial to the flavor formation in natural food fermentation, but they also pose challenges to the mass production of standardized products. It is attractive to construct a defined starter to rapidly initiate fermentation process and significantly improve fermentation yield. This study provides a comprehensive understanding of vital and dominant species in the autochthonous vinegar starter via multi-omics, and designs a defined microbial community for the efficient fermentation of cereal vinegar.
- Published
- 2022
- Full Text
- View/download PDF
7. Hepatoprotective Effect of Cereal Vinegar Sediment in Acute Liver Injury Mice and Its Influence on Gut Microbiota
- Author
-
Qijie Guan, Tingting Gong, Zhen-Ming Lu, Yan Geng, Wenhui Duan, Yi-Lin Ren, Xiao-Juan Zhang, Li-Juan Chai, Jin-Song Shi, and Zheng-Hong Xu
- Subjects
composition analysis ,Nutrition and Dietetics ,gut microbiota ,Nutrition. Foods and food supply ,Endocrinology, Diabetes and Metabolism ,cereal vinegar sediment ,equipment and supplies ,digestive system ,liver injury prevention ,fluids and secretions ,TX341-641 ,CCl4 induced liver injury ,Nutrition ,Original Research ,Food Science - Abstract
Cereal vinegar sediment (CVS) is a natural precipitate formed during the aging process of traditional grain vinegar. It has been used as Chinese traditional medicine, while its composition and function are reported minimally. In this study, we measured CVS in terms of saccharide, protein, fat and water content, and polyphenol and flavonoid content. Furthermore, we determined the amino acids, organic acids, and other soluble metabolites in CVS using reverse-phase high-performance liquid chromatography (RP-HPLC), HPLC, and liquid chromatography with tandem mass spectrometry (LC-MS/MS) platforms. The hepatoprotective effect of CVS was evaluated in acute CCl4-induced liver injury mice. Administration of CVS for 7 days prior to the CCl4 treatment can significantly decrease liver alanine aminotransferase (ALT) and aspartate aminotransferase (AST) levels and reactive oxygen species (ROS) levels, compared with those in the hepatic injury model group. The gut microbiota was changed by CCl4 administration and was partly shifted by the pretreatment of CVS, particularly the Muribaculaceae family, which was increased in CVS-treated groups compared with that in the CCl4 administration group. Moreover, the abundances of Alistipes genus and Muribaculaceae family were correlated with the liver ALT, AST, and malondialdehyde (MDA) levels. Our results illustrated the composition of CVS and its hepatoprotective effect in mice, suggested that CVS could be developed as functional food to prevent acute liver injury.
- Published
- 2021
- Full Text
- View/download PDF
8. Salinity plays a dual role in broad bean paste-meju fermentation
- Author
-
Heng Li, Weiqin Deng, Zhen-Ming Lu, Xiongbo Li, Zhiyi Fan, Qisheng Zhang, Gong Chen, Qi Li, Yanhe Ma, and Zheng-Hong Xu
- Subjects
Food Science - Published
- 2023
- Full Text
- View/download PDF
9. Blautia liquoris sp. nov., isolated from the mud in a fermentation cellar used for the production of Chinese strong-flavour liquor
- Author
-
Chai Lijuan, Yang Yang, Zhen-Ming Lu, Zhenghong Xu, Ping Yang, Cai-Hong Shen, Li-Qiang Zhang, Ling-Fei Lu, and Hui Qin
- Subjects
Arabinose ,Strain (chemistry) ,General Medicine ,Maltose ,Biology ,16S ribosomal RNA ,biology.organism_classification ,Microbiology ,chemistry.chemical_compound ,Acetic acid ,chemistry ,Fermentation ,Food science ,Raffinose ,Ecology, Evolution, Behavior and Systematics ,Bacteria - Abstract
A novel Gram-positive, non-motile, non-flagellated, strictly anaerobic, non-spore-forming and dumbbell-shaped, coccoid- or chain-shaped bacterium, designated strain LZLJ-3T, was isolated from a mud fermentation cellar which has been used for the production of Chinese strong-flavour liquor for over 100 years. Strain LZLJ-3T grew at 20–40 °C (optimum, 37 °C), at pH 6.0–8.0 (optimum, pH 8.0) and with NaCl concentrations up to 1 % (w/v; optimum, 0 %). Phylogenetic trees established based on 16S rRNA gene sequences showed that strain LZLJ-3T belonged to the genus Blautia of the family Lachnospiraceae, with the highest sequence similarity to Blautia stercoris GAM6-1T (91.7 %) and Blautia faecicola KGMB01111T (91.7 %). Comparative genome analysis showed that the orthologous average nucleotide identity (OrthoANI) and genome-to-genome distance (GGD) values between strain LZLJ-3T and B. stercoris GAM6-1T were respectively 69.1 and 22.9 %; the OrthoANI and GGD values between strain LZLJ-3T and B. faecicola KGMB01111T were respectively 70.86 and 36 % . The DNA G+C content of strain LZLJ-3T genome was 42.1 mol%. The predominant celluar fatty acids (>10 %) of strain LZLJ-3T were C16 : 0 FAME (27.9 %), C14 : 0 FAME (17.6 %) and C16 : 0 DMA (13.0 %). Arabinose, glucose and maltose could be utilized by strain LZLJ-3T as sole carbon sources for growth, with weak utilization of raffinose and l-fucose. API ZYM analysis gave positive reactions with α-galactosidase, β-galactosidase, α-glucosidase and β-glucosidase. The major end product of glucose fermentation was acetic acid. Based on the results of phenotypic, genotypic and phylogenetic analyses, strain LZLJ-3T is considered to represent a novel species of Blautia , for which the name Blautia liquoris sp. nov. is proposed. The type strain is LZLJ-3T (=KCTC 25163T=CGMCC 1.5299T=JCM 34225T).
- Published
- 2021
- Full Text
- View/download PDF
10. Novisyntrophococcus fermenticellae gen. nov., sp. nov., isolated from an anaerobic fermentation cellar of Chinese strong-flavour baijiu
- Author
-
Zhen-Ming Lu, Zhenghong Xu, Peng-Xiang Xu, Wang Songtao, Xiaojuan Zhang, Cai-Hong Shen, Chai Lijuan, Su-Yi Zhang, Fang Guanyu, and Jin-Song Shi
- Subjects
Strain (chemistry) ,Lachnospiraceae ,General Medicine ,Biology ,16S ribosomal RNA ,biology.organism_classification ,Microbiology ,Acetic acid ,chemistry.chemical_compound ,Syntrophococcus sucromutans ,chemistry ,Fermentation ,Food science ,Genome size ,Ecology, Evolution, Behavior and Systematics ,Bacteria - Abstract
A Gram-stain-negative, coccus-shaped, obligately anaerobic, non-motile and non-spore-forming bacterium, designated strain JN500902T, was isolated from the mud in a fermentation cellar used continuously over 30 years for Chinese strong-flavour baijiu production. Colonies were white, circular, convex and smooth-edged. Growth was observed at 20–40 °C (optimum, 37 °C), at pH 5.0–10 (optimum, pH 7.5), with 0–2 % (w/v) NaCl and with 0–4 % (v/v) ethanol. The Biolog assay demonstrated positive reactions of strain JN500902T in the metabolism of l-fucose and pyruvate. The predominant cellular fatty acids (>10 %) consisted of C16 : 0 and C14 : 0. The major end metabolites of strain JN500902T were acetic acid and ethanol when incubated anaerobically in liquid reinforced clostridial medium. Acetate was the major organic acid end product. The complete genome size of strain JN500902T was 3 420 321 bp with 3327 identified genes. The G+C content was 43.5 mol%. Phylogenetic analysis based on 16S rRNA gene sequences affiliated strain JN500902T with the family Lachnospiraceae , having low sequence similarity (92.8 %) to the nearest type strain, Syntrophococcus sucromutans DSM 3224T and forming a clearly distinct branch. Core genome phylogenetic analysis of the isolate and 134 strains belonging to the family Lachnospiraceae also revealed that strain JN500902T was well-separated from other genera of this family as a monophyletic clade. The average nucleotide identity and amino acid identity values between strain JN500902T and 134 Lachnospiraceae strains were less than 74 and 65 %, respectively. Considering its polyphasic characteristics, strain JN500902T represents a novel genus and species within the family Lachnospiraceae , for which the name Novisyntrophococcus fermenticellae gen. nov., sp. nov. is proposed. The type strain is JN500902T (=CICC 24502T=JCM 33939T).
- Published
- 2021
- Full Text
- View/download PDF
11. Cereal Vinegar Sediment Alleviates Spontaneous Ulcerative Colitis in Il-10 Deficient Mice
- Author
-
Jin-Song Shi, Guo Lin, Yuanjia Yue, Zhen-Ming Lu, Yilin Ren, Yan Geng, Yifei Fan, Qijie Guan, and Zhenghong Xu
- Subjects
medicine.medical_specialty ,Colon ,Gut flora ,Inflammatory bowel disease ,Mice ,fluids and secretions ,Internal medicine ,medicine ,Animals ,Colitis ,Acetic Acid ,biology ,Chemistry ,Dextran Sulfate ,Interleukin ,equipment and supplies ,medicine.disease ,biology.organism_classification ,Nitric oxide synthase ,Mice, Inbred C57BL ,Interleukin 10 ,Endocrinology ,Myeloperoxidase ,biology.protein ,Cytokines ,Tumor necrosis factor alpha ,Colitis, Ulcerative ,Edible Grain ,Food Science ,Biotechnology - Abstract
SCOPE Cereal vinegar sediment (CVS) is precipitation generated during the preservation of vinegar. It has various functions such as anti-inflammatory, anti-tumor, hypoglycemic, and hypolipidemic. This study evaluates the effects of CVS on spontaneous colitis in Il-10-/- mice. METHODS AND RESULTS CVS (1 g kg-1 body weight) is administered to mice for 42 days. CVS alleviated epithelium damage, inhibited myeloperoxidase (MPO) activity and malondialdehyde (MDA) level, decreased gene expression of tumor necrosis factor (Tnf )-a, inducible nitric oxide synthase (Inos), Interleukin(Il-23) in colon tissues is found. CVS also inhibited secretion of IL-2, IL-6, IL-13, Granulocyte colony stimulating factor (G-CSF), granulocyte macrophage colony-stimulating factor (GMCSF), Interferon (IFN)-γ, and Regulated upon Activation, Normal T Cell Expressed and Presumably Secreted (RANTES) in serum. While CVS enhanced Regenerating Family Member 3 Gamma (Reg3γ), Mucin (Muc2, Muc3, and Muc4 gene expression, promoted intestinal epithelial cells to secrete Muc-2, and increased the content of acetic acid in intestinal tract of Il-10-/- mice. Additionally, CVS altered the composition of the gut microbiota by promoting the abundance of Akkermansia, Alistipes, and Lactobacillus, while inhibiting Desulfovibrio and Clostridium sensu stricto 1. These changes may be related to the regulation of steroid, fatty acids, and bile acid biosynthesis. CONCLUSION This study demonstrated that CVS ameliorates spontaneous ulcerative colitis in Il-10-/- mice, which suggests CVS supplementation may serve as a protective dietary nutrient against colitis.
- Published
- 2021
12. Mining the Factors Driving the Evolution of the Pit Mud Microbiome under the Impact of Long-Term Production of Strong-Flavor Baijiu
- Author
-
Chai Lijuan, Su-Yi Zhang, Xiaojuan Zhang, Zhen-Ming Lu, Xiao-Zhong Zhong, Wang Songtao, Cai-Hong Shen, Qian Wei, Xu Zhenghong, and Jin-Song Shi
- Subjects
China ,Wine ,Applied Microbiology and Biotechnology ,Chinese strong-flavor baijiu ,Clostridia ,volatile metabolites ,parasitic diseases ,Food science ,Microbiome ,Relative species abundance ,Ecology ,biology ,Bacteria ,microbial biomass ,Microbiota ,Methanosarcina ,biology.organism_classification ,Archaea ,prokaryotic communities ,Flavoring Agents ,Microbial population biology ,Food Storage ,Metagenomics ,Fermentation ,Food Microbiology ,Clay ,different-aged pit mud ,Food Science ,Biotechnology - Abstract
The mud cellar creates a unique microenvironment for the fermentation of strong-flavor baijiu (SFB). Recent research and long-term practice have highlighted the key roles of microbes inhabiting pit mud in the formation of SFB’s characteristic flavor. A positive correlation between the quality of SFB and cellar age was extracted from practice; however, the evolutionary patterns of pit mud microbiome and driving factors remain unclear. Here, based on the variation regularity analysis of microbial community structure and metabolites of samples from cellars of different ages (∼30/100/300 years), we further investigated the effects of lactate and acetate (main microbial metabolites in fermented grains) on modulating the pit mud microbiome. Esters (50.3% to 64.5%) dominated the volatile compounds identified in pit mud, and contents of the four typical acids (lactate, hexanoate, acetate, and butyrate) increased with cellar age. Bacteria (9.5 to 10.4 log10 [lg] copies/g) and archaea (8.3 to 9.1 lg copies/g) mainly constituted pit mud microbiota, respectively dominated by Clostridia (39.7% to 81.2%) and Methanomicrobia (32.8% to 92.9%). An upward trend with cellar age characterized the relative and absolute abundance of the most predominant bacterial and archaeal genera, Caproiciproducens and Methanosarcina. Correlation analysis revealed significantly (P
- Published
- 2021
13. Influence of Short-Term Consumption of Hericium erinaceus on Serum Biochemical Markers and the Changes of the Gut Microbiota: A Pilot Study
- Author
-
Yilin Ren, Guo Lin, Zhenghong Xu, Qijie Guan, Zhen-Ming Lu, Jin-Song Shi, Yan Geng, Xiao-Qian Xie, and Qiqi Lv
- Subjects
0301 basic medicine ,kidney stones ,Kineothrix alysoides ,Faecalibacterium prausnitzii ,Physiology ,lcsh:TX341-641 ,Gut flora ,Inflammatory bowel disease ,digestive system ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,gout ,Hericium erinaceus ,medicine ,chemistry.chemical_classification ,Nutrition and Dietetics ,biology ,Erinaceus ,gut microbiota ,Fatty acid ,biology.organism_classification ,medicine.disease ,medicinal mushroom ,030104 developmental biology ,chemistry ,030220 oncology & carcinogenesis ,dietary regulation ,Uric acid ,lcsh:Nutrition. Foods and food supply ,Food Science ,Lipoprotein - Abstract
Hericium erinaceus (H. erinaceus) is widely studied as a medicinal and edible fungus. Recent studies have shown that H. erinaceus has protective effects for diseases, such as inflammatory bowel disease and cancer, which are related to gut microbiota. To investigate the benefits of H. erinaceus intake on gut microbiota and blood indices in adulthood, we recruited 13 healthy adults to consume H. erinaceus powder as a dietary supplement. Blood changes due to H. erinaceus consumption were determined by routine hematological examination and characterized by serum biochemical markers. Microbiota composition was profiled by 16S ribosomal RNA gene sequencing. Results showed that daily H. erinaceus supplementation increased the alpha diversity within the gut microbiota community, upregulated the relative abundance of some short-chain fatty acid (SCFA) producing bacteria (Kineothrix alysoides, Gemmiger formicilis, Fusicatenibacter saccharivorans, Eubacterium rectale, Faecalibacterium prausnitzii), and downregulated some pathobionts (Streptococcus thermophilus, Bacteroides caccae, Romboutsia timonensis). Changes within the gut microbiota were correlated with blood chemical indices including alkaline phosphatase (ALP), low-density lipoprotein (LDL), uric acid (UA), and creatinine (CREA). Thus, we found that the gut microbiota alterations may be part of physiological adaptations to a seven-day H. erinaceus supplementation, potentially influencing beneficial health effects.
- Published
- 2021
- Full Text
- View/download PDF
14. Spore Powder of Paecilomyces hepiali Shapes Gut Microbiota to Relieve Exercise-Induced Fatigue in Mice
- Author
-
Tianyue Guan, Shuoshuo Li, Qijie Guan, Jin-Song Shi, Zhen-Ming Lu, Zheng-Hong Xu, and Yan Geng
- Subjects
gut microbiota ,Paecilomyces hepiali ,anti-fatigue ,spore ,functional food ,Nutrition and Dietetics ,Food Science - Abstract
Paecilomyces hepiali, a fungal strain isolated from natural Ophiocordyceps sinensis, contains similar pharmacologically active components, has been used widely as a substitute of O. sinensis in functional food and medicine. However, the components and anti-fatigue effects of P.hepiali spores and their mechanisms of action are largely unknown. Here, we compared the chemical composition in P.hepiali spore (HPS) and mycelium (HPM) by liquid chromatography with tandem mass spectrometry analysis. We found 85 metabolites with significant differences, and HPS contains more L-Malic acid, Oxalacetic acid, Fructose-1,6-bisphosphate, and L-Arginine than HPM. Then we evaluated their anti-fatigue effects and regulatory effects on the gut microbiota in mice. The forced swimming time (SW) was only significantly increased in HPS groups: the high and low dose of the HPS group was 101% and 72% longer than the control group, respectively. Both HPS and HPM treatment decreased lactic acid, blood urea nitrogen, creatine kinase while increased lactate dehydrogenase (LDH) levels in the blood. Moreover, mice treated with HPS and HPM showed less skeletal muscle fiber spacing and breakage. The relative abundance of Alistips, Eubacterium, Bacterium, Parasutterella, and Olsenella in the gut microbiota of the HPS group was higher than that in the HPM group through 16S rRNA gene sequencing analysis. These changes may be related to the regulation of nucleotide, amino acid, and carbohydrate metabolism. Correlation analysis between the gut microbiota and fatigue-related indicators suggested that Alistips, Clostridium, Akkermansia, Olsenella, and Lactobacillus were positively correlated with the SW and LDH content. Our findings demonstrated that HPS has beneficial anti-fatigue effects by regulating gut microbiota.
- Published
- 2022
- Full Text
- View/download PDF
15. Spatial heterogeneity of the microbiome and metabolome profiles of high-temperature Daqu in the same workshop
- Author
-
Wei, Shi, Li-Juan, Chai, Guan-Yu, Fang, Jun-Lan, Mei, Zhen-Ming, Lu, Xiao-Juan, Zhang, Chen, Xiao, Song-Tao, Wang, Cai-Hong, Shen, Jin-Song, Shi, and Zheng-Hong, Xu
- Subjects
Bacteria ,Microbiota ,Fermentation ,Metabolome ,Temperature ,Humans ,Food Science - Abstract
High-temperature Daqu, usually used as a fermentation starter for sauce-flavor Baijiu production, plays an essential role in the yield and flavor quality of Baijiu. The environmental heterogeneity of different locations in the workshop during fermentation led to the final production of Daqu with three different types (i.e., white, yellow, and black Daqu). How to use these three types of Daqu in Baijiu production mainly depends on the workers' experience so far. Here, we aimed to reveal the potential functions of different types of Daqu by comparing enzyme activity, volatile metabolites, and microbiota characteristics. White_Qu exhibited the highest liquefaction and saccharification enzyme activities, while the highest neutral proteinase and cellulase enzyme activities were detected in black_Qu. The total volatile content of yellow_Qu and black_Qu was roughly double that of white_Qu, and multivariate analysis revealed distinct volatile dissimilarities across different types of Daqu. Significant differences in bacterial and fungal community structures, assembly patterns, and potential functional profiles were discovered among different types of Daqu. At the genus level, Oceanobacillus and Thermomyces dominated the white_Qu microbiota, and the abundant microbes in yellow_Qu and black_Qu were scattered in Kroppenstedtia and Thermoascus. Bacterial and fungal communities were dominated by deterministic and stochastic assembly processes, respectively, suggesting that bacteria may be more affected by abiotic environmental factors and species interaction than fungi. Co-occurrence network analysis showed positive correlations characterized Daqu microbial networks, and network topological features indicated stronger interactions between bacterial taxa compared with fungal community. The Spearman correlation analysis revealed that four bacterial genera (Kroppenstedtia, Virgibacillus, Scopulibacillus, and Staphylococcus) and two fungal genera (Thermoascus and Aspergillus) exhibited positive correlations with almost all of the abundant volatiles. This work reveals that spatially varying environments lead to the microbiome and metabolome heterogeneity of high-temperature Daqu in the same workshop.
- Published
- 2022
- Full Text
- View/download PDF
16. Cooperation within the microbial consortia of fermented grains and pit mud drives organic acid synthesis in strong-flavor Baijiu production
- Author
-
Jin-Song Shi, Zhen-Ming Lu, Wei Qian, Xiaojuan Zhang, Wang Songtao, Chai Lijuan, Qi Li, Zhenghong Xu, and Cai-Hong Shen
- Subjects
030309 nutrition & dietetics ,Microorganism ,Microbial Consortia ,Bacterial growth ,Clostridia ,03 medical and health sciences ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Lactobacillus ,parasitic diseases ,Food science ,Hexanoic acid ,0303 health sciences ,biology ,Bacteria ,Alcoholic Beverages ,Microbiota ,food and beverages ,04 agricultural and veterinary sciences ,biology.organism_classification ,040401 food science ,Lactic acid ,chemistry ,Microbial population biology ,Fermentation ,Food Science - Abstract
Mud cellars have long been used as anaerobic bioreactors for the fermentation of Chinese strong-flavor Baijiu, where starchy raw materials (mainly sorghum) are metabolized to ethanol and various flavor compounds by multi-species microorganisms. Jiupei (fermented grains) and pit mud are two spatially linked microbial habitats in the mud cellar, yet their metabolic division of labor remains unclear. Here, we investigated the changes in environmental variables (e.g., temperature, oxygen, pH), key metabolites (e.g., ethanol, organic acids) and microbial communities in jiupei and pit mud during fermentation. Jiupei (low pH, high ethanol) and pit mud (neutral pH) provided two habitats with distinctly different environmental conditions for microbial growth. Lactic acid accumulated in jiupei, while butyric and hexanoic acids were mainly produced by microbes inhabiting the pit mud. Biomass analysis using quantitative real-time PCR showed that bacteria dominated the microbial consortia during fermentation, moreover cluster and principal coordinate analysis (PCoA) analysis showed that the bacterial communities of jiupei and pit mud were significantly divergent. The bacterial community diversity of jiupei decreased significantly during the fermentation process, and was relatively stable in pit mud. Lactobacillus dominated the jiupei bacterial community, and its relative abundance reached 98.0% at the end of fermentation. Clostridia (relative abundance: 42.9–85.5%) was the most abundant bacteria in pit mud, mainly distributed in the genus Hydrogenispora (5.3–68.4%). Fungal communities of jiupei and pit mud showed a similar succession pattern, and Kazachstania, Aspergillus and Thermoascus were the predominant genera. PICRUSt analysis demonstrated that enzymes participating in the biosynthesis of acetic and lactic acid were mainly enriched in jiupei samples, while the bacterial community in the pit mud displayed greater potential for butyric and hexanoic acid synthesis. Assays from an in vitro simulated fermentation further validated the roles of jiupei microbiota in acetic and lactic acid production, and these acids were subsequently metabolized to butyric and hexanoic acid by the pit mud microbiota. This work has demonstrated the synergistic cooperation between the microbial communities of jiupei and pit mud for the representative flavor formation of strong-flavor Baijiu.
- Published
- 2021
17. Development of a defined autochthonous starter through dissecting the seasonal microbiome of broad bean paste
- Author
-
Zhenghong Xu, Qi Li, Chengtuo Niu, Zhen-Ming Lu, Yun Jia, Jinjing Wang, Feiyun Zheng, and Chunfeng Liu
- Subjects
biology ,Lactobacillales ,Microorganism ,010401 analytical chemistry ,food and beverages ,Titratable acid ,04 agricultural and veterinary sciences ,General Medicine ,biology.organism_classification ,040401 food science ,01 natural sciences ,0104 chemical sciences ,Analytical Chemistry ,0404 agricultural biotechnology ,Starter ,Microbial population biology ,Fermentation ,Microbiome ,Food science ,Flavor ,Food Science - Abstract
Bean-based fermentation foods are usually ripened in open environment, which would lead to inconsistencies in flavor and quality between batches. The physicochemical metabolism and microbial community of seasonal broad bean paste (BBP) were compared to distinguish discriminant metabolites and unique taxa, as well as their specific reasons for different flavor and quality in this study. Here, we found that environmental variables led to the seasonal distribution of microbiota, and differential microorganisms further contributed to the inconsistency of flavor quality, in which Lactobacillales was responsible for the higher titratable acid and amino acid nitrogen concentration in winter pei, while Saccharomycetales benefited the formation of volatile flavor substances in autumn pei. Additionally, we compared the effect of different combinations of Lactobacillales with Zygosaccharomyces rouxii on the quality of BBP, and found that W. confusa was more suitable for BBP fermentation rather than T. halophilus in terms of sensory characteristics and physicochemical metabolites.
- Published
- 2020
18. Daqu microbiota exhibits species-specific and periodic succession features in Chinese baijiu fermentation process
- Author
-
Chai Lijuan, Xiaojuan Zhang, Wang Songtao, Chen Xiao, Cai-Hong Shen, Jin-Song Shi, Zhenghong Xu, Zhen-Ming Lu, and Yang Yang
- Subjects
0303 health sciences ,China ,biology ,030306 microbiology ,Chemistry ,Alcoholic Beverages ,Microbiota ,food and beverages ,Ecological succession ,Raw material ,biology.organism_classification ,Microbiology ,03 medical and health sciences ,Lactobacillus ,Starter ,Fermentation ,Food Microbiology ,Thermoascus ,Food science ,Leuconostocaceae ,Relative species abundance ,030304 developmental biology ,Food Science - Abstract
Daqu, a brick-shaped product spontaneously fermented under an open environment, has been regarded as the starter of fermentation, raw enzyme preparation and raw materials for baijiu production. However, its contribution in baijiu fermentation has not been fully elaborated yet. Here, the effects of daqu microbiota on baijiu fermentation were investigated under both field-scale and lab-scale conditions. In field-scale baijiu fermentation, the dominant daqu microbes (average relative abundance10.0%), including unclassified_Leuconostocaceae, Thermoascus, and Thermomyces, tended to dominate the early stage (0-7 d). However, the rare daqu microbes (average relative abundance0.1%, e.g., Kazachstania) tended to dominate the middle and late stages (11-40 d). In addition, some genera showed differences in species diversity between daqu and fermented grains. The average relative abundance of Lactobacillus was over 75% during baijiu fermentation, and most of them were affiliated with Lactobacillus acetotolerans, while Lactobacillus crustorum dominated the Lactobacillus OTUs in daqu. The similar patterns were also observed during lab-scale baijiu fermentation. The results of function prediction showed the enriched metabolic pathways were associated with glycolysis and long-chain fatty acid esters in baijiu fermentation. These results improved the understanding of daqu microbiota function during baijiu fermentation and provided a basic theory to support the regulation of baijiu production.
- Published
- 2020
19. A Bottom-Up Approach To Develop a Synthetic Microbial Community Model: Application for Efficient Reduced-Salt Broad Bean Paste Fermentation
- Author
-
Li Juan Chai, Cheng Tuo Niu, Zhenghong Xu, Qi Li, Zhen Ming Lu, Yun Jia, Jin-Song Shi, and Xiaojuan Zhang
- Subjects
Salinity ,Weissella ,Zygosaccharomyces ,Biology ,Bacterial Physiological Phenomena ,Models, Biological ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Starter ,Aspergillus oryzae ,Food science ,Fermentation in food processing ,030304 developmental biology ,0303 health sciences ,Ecology ,030306 microbiology ,Microbiota ,Fungi ,food and beverages ,biology.organism_classification ,Vicia faba ,carbohydrates (lipids) ,Microbial population biology ,Fermentation ,Food Microbiology ,Food Science ,Biotechnology - Abstract
Humans have used high salinity for the production of bean-based fermented foods over thousands of years. Although high salinity can inhibit the growth of harmful microbes and select functional microbiota in an open environment, it also affects fermentation efficiency of bean-based fermented foods and has a negative impact on people’s health. Therefore, it is imperative to develop novel defined starter cultures for reduced-salt fermentation in a sterile environment. Here, we explored the microbial assembly and function in the fermentation of traditional Chinese broad bean paste with 12% salinity. The results revealed that the salinity and microbial interactions together drove the dynamic of community and pointed out that five dominant genera (Staphylococcus, Bacillus, Weissella, Aspergillus, and Zygosaccharomyces) may play different key roles in different fermentation stages. Then, core species were isolated from broad bean paste, and their salinity tolerance, interactions, and metabolic characteristics were evaluated. The results provided an opportunity to validate in situ predictions through in vitro dissection of microbial assembly and function. Last, we reconstructed the synthetic microbial community with five strains (Aspergillus oryzae, Bacillus subtilis, Staphylococcus gallinarum, Weissella confusa, and Zygosaccharomyces rouxii) under different salinities and realized efficient fermentation of broad bean paste for 6 weeks in a sterile environment with 6% salinity. In general, this work provided a bottom-up approach for the development of a simplified microbial community model with desired functions to improve the fermentation efficiency of bean-based fermented foods by deconstructing and reconstructing the microbial structure and function. IMPORTANCE Humans have mastered high-salinity fermentation techniques for bean-based fermented product preparation over thousands of years. High salinity was used to select the functional microbiota and conducted food fermentation production with unique flavor. Although a high-salinity environment is beneficial for suppressing harmful microbes in the open fermentation environment, the fermentation efficiency of functional microbes is partially inhibited. Therefore, application of defined starter cultures for reduced-salt fermentation in a sterile environment is an alternative approach to improve the fermentation efficiency of bean-based fermented foods and guide the transformation of traditional industry. However, the assembly and function of self-organized microbiota in an open fermentation environment are still unclear. This study provides a comprehensive understanding of microbial function and the mechanism of community succession in a high-salinity environment during the fermentation of broad bean paste so as to reconstruct the microbial community and realize efficient fermentation of broad bean paste in a sterile environment.
- Published
- 2020
- Full Text
- View/download PDF
20. Modulating microbiota metabolism via bioaugmentation with Lactobacillus casei and Acetobacter pasteurianus to enhance acetoin accumulation during cereal vinegar fermentation
- Author
-
Chai Lijuan, Zhenghong Xu, Jin-Song Shi, Xiaojuan Zhang, Zhen-Ming Lu, Ting Qiu, and Deng Yongjian
- Subjects
Lactobacillus casei ,030309 nutrition & dietetics ,03 medical and health sciences ,chemistry.chemical_compound ,Acetic acid ,0404 agricultural biotechnology ,Lactobacillus ,Acetobacter ,Food science ,Acetic Acid ,0303 health sciences ,biology ,Acetoin ,Microbiota ,food and beverages ,04 agricultural and veterinary sciences ,biology.organism_classification ,040401 food science ,Lactobacillus reuteri ,Lactic acid ,Lacticaseibacillus casei ,chemistry ,Fermentation ,Edible Grain ,Food Science - Abstract
Acetoin, giving a creamy yogurt aroma and buttery taste, exists in cereal vinegar as an important flavor substance and is mainly produced by the metabolism of Lactobacillus and Acetobacter during multispecies solid-state acetic acid fermentation. However, the impacts of Lactobacillus-Acetobacter interactions on acetoin accumulation and the microbial metabolism during acetic acid fermentation are not completely clear. Here, six strains isolated from vinegar fermentation culture and associated with acetoin metabolism, namely, Lactobacillus reuteri L-0, L. buchneri F2-6, L. brevis 4–20, L. fermentum M10-7, L. casei M1-6 and Acetobacter pasteurianus G3-2, were selected for microbial growth and metabolism analysis in monoculture and coculture fermentations. Lactobacillus sp. and A. pasteurianus G3-2 respectively utilized glucose and ethanol preferentially. In monocultures, L. casei M1-6 (183.7 mg/L) and A. pasteurianus G3-2 (121.0 mg/L) showed better acetoin-producing capacity than the others. In the bicultures with Lactobacillus sp. and A. pasteurianus G3-2, biomass analysis in the stationary phase demonstrated that significant growth depressions of Lactobacillus sp. occurred compared with monocultures, possibly due to intolerance to acetic acid produced by A. pasteurianus G3-2. Synergistic effect between Lactobacillus sp. and A. pasteurianus G3-2 on enhanced acetoin accumulation was identified, however, cocultures of two Lactobacillus strains could not apparently facilitate acetoin accumulation. Coculture of L. casei M1-6 and A. pasteurianus G3-2 showed the best performance in acetoin production amongst all mono-, bi- and triculture combinations, and the yield of acetoin increased from 1827.7 to 7529.8 mg/L following optimization of culture conditions. Moreover, the interactions of L. casei M1-6 and A. pasteurianus G3-2 regulated the global metabolism of vinegar microbiota during fermentation through performing in situ bioaugmentation, which could accelerate the production of acetic acid, lactic acid, acetoin, ethyl acetate, ethyl lactate, ligustrazine and other important flavoring substances. This work provides a promising strategy for the production of acetoin-rich vinegar through Lactobacillus sp.-A. pasteurianus joint bioaugmentation.
- Published
- 2020
21. Combined effects of fermentation starters and environmental factors on the microbial community assembly and flavor formation of Zhenjiang aromatic vinegar
- Author
-
Ting, Huang, Zhen-Ming, Lu, Ming-Ye, Peng, Zhuo-Fei, Liu, Li-Juan, Chai, Xiao-Juan, Zhang, Jin-Song, Shi, Qi, Li, and Zheng-Hong, Xu
- Subjects
Bacteria ,Microbiota ,Fermentation ,Acetobacter ,Humans ,Acetic Acid ,Food Science - Abstract
Microbial ecosystems of fermented foods are largely interfered by human activities in myriad ways. The aim of this study was to illuminate the impacts of various starters and environmental variables on the fermentation process of Zhenjiang aromatic vinegar (ZAV), one of the four representative cereal vinegars in China. The effects of environmental variables (e.g., ethanol, total acidity, temperature) and starters (e.g., jiuqu, maiqu, seed pei) on the profiles of microbiome and metabolome (e.g., organic acids, amino acids and volatiles) during fermentation process of ZAV were analyzed. Amongst the four fermentation stages, acetic acid fermentation was the main stage for the accumulation of flavor substances, and subsequently, the contents of acids (mainly acetic, lactic and citric acids) and volatile metabolites (e.g., 2,3-butanedione, acetoin, etc.) continued to enrich in sealed fermentation stage. Principal coordinate analysis (PCoA) and analysis of similarities (ANOSIM) showed that the fungal and bacterial community structures of four fermentation stages were significantly different. As for bacterial community, the dominant OTUs with average relative abundance over 10% in at least one fermentation stage were assigned to the genera Acetilactobacillus, Acetobacter, Acinetobacter, Aeromonas, Lactobacillus, and Pseudomonas. The dominant fungal populations in each fermentation stage were obviously divergent, including Wickerhamomyces, Saccharomyces, Alternaria, Fusarium, etc. SourceTracker analysis demonstrated that jiuqu and seed pei provided microorganisms to initiate starch saccharification and acetic acid fermentation stages, respectively, and maiqu was mainly the donor of enzymes in alcohol fermentation. Spearman correlation coefficients revealed positive relationships between fungal community and various flavor metabolites, indicating the essential role of fungi in the flavor formation of ZAV. This study systematically reveals the effects of fermentation starters and environmental variables on vinegar production and deepens the understanding of the traditional production craft.
- Published
- 2022
- Full Text
- View/download PDF
22. Komagataeibacter europaeus improves community stability and function in solid-state cereal vinegar fermentation ecosystem: Non-abundant species plays important role
- Author
-
Peng Mingye, Huang Ting, Zhen-Ming Lu, Zhenghong Xu, Jin-Song Shi, Xiao-Zhong Zhong, Chai Lijuan, and Xiaojuan Zhang
- Subjects
chemistry.chemical_classification ,Bioaugmentation ,biology ,Titratable acid ,biology.organism_classification ,Reducing sugar ,Acetic acid ,chemistry.chemical_compound ,Phosphogluconate dehydratase ,chemistry ,Fermentation ,Acetobacteraceae ,Food science ,Edible Grain ,Fermentation in food processing ,Ecosystem ,Bacteria ,Acetic Acid ,Food Science - Abstract
Solid-state fermentation of Chinese traditional cereal vinegar is a complex and retractable ecosystem with multi-species involved, including few abundant and many non-abundant species. However, the roles of non-abundant species in vinegar fermentation remain unknown. Here, we studied the assembly and co-occurrence patterns for abundant and non-abundant bacterial sub-communities using Zhenjiang aromatic vinegar fermentation as a model system. Our results showed that the change of reducing sugar and total titratable acid were the main driving forces for the assembly of abundant and non-abundant sub-communities, respectively. The non-abundant sub-community was more sensitive to the environmental variation of acetic acid fermentation (AAF) process. Integrated co-occurrence network revealed that non-abundant sub-communities occupied most of the nodes in the network, which play fundamental roles in network stability. Importantly, non-abundant species-Komagataeibacter europaeus, showed the highest value of degree in the co-occurrence network, implying its importance for the metabolic function and resilience of the microbial community. Bioaugmentation of K. europaeus JNP1 verified that it can effectively modulate bacterial composition and improve the robustness of co-occurrence network in situ, accompanied by (i) increased acetic acid content (14.78%) and decreased reducing sugar content (40.38%); and (ii) increased the gene numbers of phosphogluconate dehydratase (212.24%) and aldehyde dehydrogenase (192.31%). Overall, the results showed that non-abundant bacteria could be used to regulate the desired metabolic function of the community, and might play an important ecological significance in traditional fermented foods.
- Published
- 2021
- Full Text
- View/download PDF
23. Microbial ecology of cereal vinegar fermentation: insights for driving the ecosystem function
- Author
-
Jian Mao, Xiaojuan Zhang, Zhenghong Xu, Zhen-Ming Lu, Wang Zongmin, and Jin-Song Shi
- Subjects
0301 basic medicine ,Flavour ,Biomedical Engineering ,Bioengineering ,Raw material ,Biology ,03 medical and health sciences ,Acetic acid ,chemistry.chemical_compound ,Microbial ecology ,Ecosystem ,Food science ,Aroma ,Acetic Acid ,business.industry ,Microbiota ,food and beverages ,biology.organism_classification ,Biotechnology ,030104 developmental biology ,chemistry ,Fermentation ,Edible Grain ,Food quality ,business - Abstract
Over thousands of years, humans have mastered the natural vinegar fermentation technique of cultivating functional microbiota on different raw materials. Functional microbial communities that form reproducibly on non-autoclaved raw materials through repeated batch acetic acid fermentation underpin the flavour development of traditional cereal vinegars. However, how to modulate rationally and optimise the metabolic function of these naturally engineered acidic ecosystems remains unclear. Exploring two key minorities in a vinegar ecosystem, including microbial functions (e.g., flavour and aroma synthesis) and microbial strains, is a crucial step for the vinegar industry to modulate the metabolic function of vinegar microbiota, to monitor the fermentation process, and to maintain the flavour quality of final product.
- Published
- 2018
- Full Text
- View/download PDF
24. Polysaccharide peptides from Coriolus versicolor: A multi-targeted approach for the protection or prevention of alcoholic liver disease
- Author
-
Yilin Ren, Jin-Song Shi, Zhenghong Xu, Hedi Chen, Yan Geng, and Zhen-Ming Lu
- Subjects
AMPK ,0301 basic medicine ,Alcoholic liver disease ,Steatosis ,Medicine (miscellaneous) ,Aspartate transaminase ,Pharmacology ,03 medical and health sciences ,medicine ,TX341-641 ,Polysaccharide peptide ,Inflammation ,Liver injury ,Nutrition and Dietetics ,Polysaccharide peptides from Coriolus versicolor ,biology ,Nutrition. Foods and food supply ,Chemistry ,Fatty liver ,medicine.disease ,eye diseases ,030104 developmental biology ,TLR4 ,biology.protein ,Food Science - Abstract
Alcoholic liver disease (ALD) is a major cause of liver-related morbidity and mortality worldwide. In this paper, we investigated the preventive effect of polysaccharide peptide (PSP), isolated from JNPF-CV05 strain of Coriolus versicolor, on alcohol-induced liver injury in mice. Our data demonstrated that PSP supplementation attenuated ethanol-induced aspartate transaminase (ALT), aspartate transaminase (AST), and microscale malondialdehyde (MDA). Pre-treatment with PSP also significantly decreased ethanol-induced plasma levels of total cholesterol (TC), triacylglycerol (TG), and endotoxin concentration. Mechanistically, PSP treatment upregulated ethanol stimulated the hepatic expression of AMP-activated protein kinase (AMPK), acetyl-CoA carboxylase (ACC) and peroxisome proliferator–activated receptor α (PPARα) to inhibit hepatic lipid accumulation. In addition, PSP markedly reduced ethanol stimulated inflammation via inhibiting Toll-like receptor 2 (TLR2) and Toll-like receptor 4 (TLR4) mediated nuclear transcription factor- kappa B (NF-κB) signaling pathway. In conclusion, PSP is effective in ameliorating ethanol-induced hepatic steatosis and injury through reducing lipid accumulation during the development of fatty liver and alleviating endotoxin-mediated inflammation. Our findings strengthen that PSP has potential as a dietary supplement or prescription for ALD.
- Published
- 2018
- Full Text
- View/download PDF
25. Metabolic potential of microbial community and distribution mechanism of Staphylococcus species during broad bean paste fermentation
- Author
-
Feiyun Zheng, Chunfeng Liu, Yun Jia, Xin Xu, Zhenghong Xu, Zhen-Ming Lu, Qi Li, Chengtuo Niu, and Jinjing Wang
- Subjects
Aspergillus ,Biotic component ,Weissella ,biology ,Microbiota ,Staphylococcus ,media_common.quotation_subject ,food and beverages ,Bacillus ,Zygosaccharomyces ,medicine.disease_cause ,biology.organism_classification ,Competition (biology) ,Vicia faba ,Metagenomics ,Fermentation ,medicine ,Food science ,Fermented Foods ,Food Science ,media_common - Abstract
Although the microbial diversity and structure in bean-based fermented foods have been widely studied, systematic studies on functional microbiota and mechanism of community forms in multi-microbial fermentation systems were still lacking. In this work, the metabolic pathway and functional potential of microbial community in broad bean paste (BBP) were investigated by metagenomics approach, and Staphylococcus, Bacillus, Weissella, Aspergillus and Zygosaccharomyces were found to be the potential predominant populations responsible for substrate alteration and flavor biosynthesis. Among them, Staphylococcus was the most abundant and widespread functional microbe, and closely related Staphylococcus species were diverse and ubiquitously distributed, with the opportunistic pathogen S. gallinarum being the most abundant Staphylococcus specie isolated from BBP. To explain the dominance status of S. gallinarum and species distributions of Staphylococcus genus, we tested the effects of abiotic and biotic factors on three Staphylococcus species using a tractable BBP model, demonstrating that adaptation to environmental conditions (environmental parameters and other functional microbes) led to the dominant position and species coexistence of Staphylococcus, and congeneric competition among Staphylococcus species further shaped ecological distributions of closely related Staphylococcus species. In general, this work revealed the metabolic potential of microbial community and distribution mechanism of Staphylococcus species during BBP fermentation, which could help traditional factories to more precisely control the safety and quality of bean-based fermented foods.
- Published
- 2021
- Full Text
- View/download PDF
26. Deciphering the d-/l-lactate-producing microbiota and manipulating their accumulation during solid-state fermentation of cereal vinegar
- Author
-
Sun Jia, Zhen-Ming Lu, Zhenghong Xu, Jin-Song Shi, Mi-Na Shen, Deng Yongjian, Xiaojuan Zhang, and Chai Lijuan
- Subjects
Bioaugmentation ,Microbiology ,03 medical and health sciences ,Acetic acid ,chemistry.chemical_compound ,Lactobacillus ,Acetobacter ,Food science ,Lactic Acid ,030304 developmental biology ,Acetic Acid ,0303 health sciences ,Lactobacillus helveticus ,biology ,Bacteria ,Ethanol ,030306 microbiology ,Chemistry ,Microbiota ,food and beverages ,biology.organism_classification ,Solid-state fermentation ,Microbial population biology ,Fermentation ,Food Microbiology ,Edible Grain ,Flux (metabolism) ,Food Science - Abstract
Symphony orchestra of multi-microorganisms characterizes the solid-state acetic acid fermentation process of Chinese cereal vinegars. Lactate is the predominant non-volatile acid and plays indispensable roles in flavor formation. This study investigated the microbial consortia driving the metabolism of D-/l-lactate during fermentation. Sequencing analysis based on D-/l-lactate dehydrogenase genes demonstrated that Lactobacillus (relative abundance: > 95%) dominated the production of both d-lactate and l-lactate, showing species-specific features between the two types. Lactobacillus helveticus (>65%) and L. reuteri (~80%) respectively dominated l- and d-lactate-producing communities. D-/l-lactate production and utilization capabilities of eight predominant Lactobacillus strains were determined by culture-dependent approach. Subsequently, D-/l-lactate producer L. plantarum M10-1 (d:l ≈ 1:1), l-lactate producer L. casei 21M3-1 (D:L ≈ 0.2:9.8) and D-/l-lactate utilizer Acetobacter pasteurianus G3-2 were selected to modulate the metabolic flux of D-/l-lactate of microbial consortia. The production ratio of D-/l-lactate was correspondingly shifted coupling with microbial consortia changes. Bioaugmentation with L.casei 21M3-1 merely enhanced l-lactate production, displaying ~4-fold elevation at the end of fermentation. Addition of L.plantarum M10-1 twice increased both D- and l-lactate production, while A. pasteurianus G3-2 decreased the content of D-/l-isomer. Our results provided an alternative strategy to specifically manipulate the metabolic flux within microbial consortia of certain ecological niches.
- Published
- 2020
27. Identification of age-markers based on profiling of Baijiu volatiles over a two-year maturation period: Case study of Lu-flavor Baijiu
- Author
-
Wang Songtao, Chai Lijuan, Zhen-Ming Lu, Zhenghong Xu, Meng Lianjun, Jin-Song Shi, Cai-Hong Shen, and Xiaojuan Zhang
- Subjects
chemistry.chemical_classification ,Chemistry ,Quality assessment ,Fatty acid ,Medium chain fatty acid ,Food science ,Ethyl ester ,Long chain fatty acid ,Flavor ,Food Science - Abstract
Baijiu is a highly-valued traditional Chinese distilled alcoholic liquor and maturation markedly improves its sensory qualities and market value. Identification of age-markers is challenging because of the complexity of the endogenous chemical profile and the absence of exogenous components added during maturation. Here, freshly-distilled raw Lu-flavor Baijiu samples were stored for two years and non-targeted screening for age-markers based on the volatile profile characterized by solid-phase micro-extraction assisted GC-MS. The resulting volatile datasets were analyzed by partial least-squares discriminant analysis, Spearman's correlation and Random-forest decision-tree, to identify potential age-markers. The contents of long chain fatty acid ethyl esters varied the most during maturation, mostly being absent in freshly-distilled Baijiu, but appearing at different times. Similar behavior was observed in bottled samples matured up to four years. In addition, a slight increase in short/medium chain fatty acid ester content was observed. Unsupervised PCA analysis, applied only to the fatty acid ethyl ester dataset, was able to distinguish between bottled Baijiu samples matured for one, two, three, or four years. These age-markers may help establish a reliable model for verifying the maturation time of Lu-flavor Baijiu. This screening approach should be adaptable to other alcoholic liquors, for quality assessment and authenticity testing.
- Published
- 2021
- Full Text
- View/download PDF
28. Elucidating and Regulating the Acetoin Production Role of Microbial Functional Groups in Multispecies Acetic Acid Fermentation
- Author
-
Zhen-Ming Lu, Yong-Jian Yu, Guo-Quan Li, Jin-Song Gong, Jin-Song Shi, Li-Juan Wang, Na Liu, Zhenghong Xu, and Lin-Huan Wu
- Subjects
0301 basic medicine ,Lactobacillus fermentum ,Diacetyl ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Acetic acid ,chemistry.chemical_compound ,Species Specificity ,RNA, Ribosomal, 16S ,Lactobacillus ,Acetobacter ,Acetic Acid ,Lactobacillus buchneri ,Ecology ,biology ,Lactobacillus brevis ,Acetoin ,Sequence Analysis, DNA ,biology.organism_classification ,RNA, Bacterial ,030104 developmental biology ,Biochemistry ,chemistry ,Fermentation ,Gene Targeting ,Food Microbiology ,Metagenomics ,Metabolic Networks and Pathways ,Food Science ,Biotechnology - Abstract
Acetoin (3-hydroxy-2-butanone) formation in vinegar microbiota is crucial for the flavor quality of Zhenjiang aromatic vinegar, a traditional vinegar produced from cereals. However, the specific microorganisms responsible for acetoin formation in this centuries-long repeated batch fermentation have not yet been clearly identified. Here, the microbial distribution discrepancy in the diacetyl/acetoin metabolic pathway of vinegar microbiota was revealed at the species level by a combination of metagenomic sequencing and clone library analysis. The results showed that Acetobacter pasteurianus and 4 Lactobacillus species ( Lactobacillus buchneri , Lactobacillus reuteri , Lactobacillus fermentum , and Lactobacillus brevis ) might be functional producers of acetoin from 2-acetolactate in vinegar microbiota. Furthermore, A. pasteurianus G3-2, L. brevis 4-22, L. fermentum M10-3, and L. buchneri F2-5 were isolated from vinegar microbiota by a culture-dependent method. The acetoin concentrations in two cocultures ( L. brevis 4-22 plus A. pasteurianus G3-2 and L. fermentum M10-3 plus A. pasteurianus G3-2) were obviously higher than those in monocultures of lactic acid bacteria (LAB), while L. buchneri F2-5 did not produce more acetoin when coinoculated with A. pasteurianus G3-2. Last, the acetoin-producing function of vinegar microbiota was regulated in situ via augmentation with functional species in vinegar Pei . After 72 h of fermentation, augmentation with A. pasteurianus G3-2 plus L. brevis 4-22, L. fermentum M10-3, or L. buchneri F2-5 significantly increased the acetoin content in vinegar Pei compared with the control group. This study provides a perspective on elucidating and manipulating different metabolic roles of microbes during flavor formation in vinegar microbiota. IMPORTANCE Acetoin (3-hydroxy-2-butanone) formation in vinegar microbiota is crucial for the flavor quality of Zhenjiang aromatic vinegar, a traditional vinegar produced from cereals. Thus, it is of interest to understand which microbes are driving the formation of acetoin to elucidate the microbial distribution discrepancy in the acetoin metabolic pathway and to regulate the metabolic function of functional microbial groups in vinegar microbiota. Our study provides a perspective on elucidating and manipulating different metabolic roles of microbes during flavor formation in vinegar microbiota.
- Published
- 2016
- Full Text
- View/download PDF
29. Metagenomics unveils microbial roles involved in metabolic network of flavor development in medium-temperature daqu starter
- Author
-
Wang Songtao, Yang Yang, Chai Lijuan, Cai-Hong Shen, Jin-Song Shi, Zhen-Ming Lu, Zhenghong Xu, and Xiaojuan Zhang
- Subjects
0303 health sciences ,Byssochlamys ,Weissella ,biology ,030309 nutrition & dietetics ,Lactobacillales ,Alcoholic Beverages ,Microbiota ,Temperature ,food and beverages ,Metabolic network ,04 agricultural and veterinary sciences ,Eurotiales ,biology.organism_classification ,040401 food science ,03 medical and health sciences ,0404 agricultural biotechnology ,Metagenomics ,Lactobacillus ,Pediococcus ,Food science ,Metabolic Networks and Pathways ,Food Science - Abstract
As a widely used Asian starter culture, the quality of daqu can significantly affect the organoleptic characteristics of the final products, yet the microbial metabolic network involved in flavor development remains unclear. This study aims to investigate that network based on the dynamics of physicochemical properties, microbial community, and volatile compounds in medium-temperature daqu (MT-daqu) during spontaneous fermentation. Analyses using the metagenomic data set facilitated the gene repertoire overview of this ecosystem, indicating that Lactobacillales (mainly Weissella, Lactobacillus, and Pediococcus), Mucorales (mainly Lichtheimia), and Eurotiales (mainly Aspergillus, Rasamsonia and Byssochlamys) were the potential predominant populations successively responsible for the production of lytic enzymes and flavor precursors/compounds in MT-daqu. Flavor-relevant pathways were found to exist in multiple species, but only bacteria showed the potential to participate in butane-2,3-diol (e.g. Weissella, Lactobacillus, and Staphylococcus) and butanoate (Thermoactinomyces) metabolism, and only fungi were potentially involved in biosynthesis of guaiacol (Byssochlamys) and 4-vinylguaiacol (Aspergillus). Furthermore, a combined analysis revealed that the acidic thermal environment present in early phases was mainly due to the catabolic activities of Lactobacillales and Lichtheimia, which could contribute to the effective self-domestication of microbiota. The study helps elucidate the different metabolic roles of microorganisms and disclose the formation mechanism of daqu's partial functions, namely providing various aromatic substances/precursors and enzymes.
- Published
- 2021
- Full Text
- View/download PDF
30. Protective Effect of Spore Powder of Antrodia camphorata ATCC 200183 on CCl4-Induced Liver Fibrosis in Mice
- Author
-
Zhenghong Xu, Jin-Song Shi, Hua-Xiang Li, Zhen-Ming Lu, Yan Geng, Yilin Ren, and Lingxi Zhou
- Subjects
0301 basic medicine ,Antrodia camphorata spore ,Population ,lcsh:TX341-641 ,CCL4 ,Pharmacology ,03 medical and health sciences ,chemistry.chemical_compound ,Hydroxyproline ,0302 clinical medicine ,Antrodia ,education ,Sirius Red ,education.field_of_study ,Nutrition and Dietetics ,biology ,biology.organism_classification ,immunity ,030104 developmental biology ,chemistry ,liver damage ,Carbon tetrachloride ,Hepatic stellate cell ,030211 gastroenterology & hepatology ,hepatic stellate cells ,Hepatic fibrosis ,lcsh:Nutrition. Foods and food supply ,Food Science - Abstract
Liver fibrosis is a pathological process with intrahepatic diffused deposition of the excess extracellular matrix, which leads to various chronic liver diseases. Drugs with high efficacy and low toxicity for liver fibrosis are still unavailable. Antrodia camphorata has antioxidant, antivirus, antitumor and anti-inflammation roles, and has been used to treat liver diseases in the population. However, the hepatoprotective effects of A. camphorata spores and the mechanisms behind it have not been investigated. In this study, we evaluate the hepatoprotective effect of spore powder of A. camphorata (SP, 100 mg/kg/day or 200 mg/kg/day) on carbon tetrachloride (CCl4)-induced liver fibrosis in mice. SP groups reduced serum aspartate aminotransferase (AST) and alanine aminotransferase (ALT) activities compared with the CCl4 group. SP also showed a decrease in hydroxyproline (Hyp) content in liver tissues. SP improved cell damage and reduced collagen deposition by H&, E, Sirius red and Masson staining. Furthermore, SP down-regulated the mRNA levels of &alpha, SMA and Col 1, and the protein expression of &alpha, smooth muscle actin (&alpha, SMA), collagen I (Col 1), tumor necrosis factor alpha (TNF-&alpha, ), toll like receptor 4 (TLR4) and nuclear factor-&Kappa, b (NF-&kappa, B) p65. In summary, SP has an ameliorative effect on hepatic fibrosis, probably by inhibiting the activation of hepatic stellate cells, reducing the synthesis of extracellular matrix.
- Published
- 2020
- Full Text
- View/download PDF
31. Clostridium fermenticellae sp. nov., isolated from the mud in a fermentation cellar for the production of the Chinese liquor, baijiu
- Author
-
Cai-Hong Shen, Jin-Song Shi, Zhen-Ming Lu, Wang Songtao, Chen Xiao, Chai Lijuan, Zhenghong Xu, Ting Qiu, Xiaojuan Zhang, and Peng-Xiang Xu
- Subjects
0106 biological sciences ,0301 basic medicine ,DNA, Bacterial ,China ,Metabolite ,Biology ,010603 evolutionary biology ,01 natural sciences ,Microbiology ,03 medical and health sciences ,chemistry.chemical_compound ,Isomaltulose ,Clostridium ,RNA, Ribosomal, 16S ,Food science ,Gene ,Ecology, Evolution, Behavior and Systematics ,Phylogeny ,Soil Microbiology ,Base Composition ,Strain (chemistry) ,Ethanol ,Alcoholic Beverages ,Fatty Acids ,General Medicine ,Sequence Analysis, DNA ,16S ribosomal RNA ,biology.organism_classification ,Bacterial Typing Techniques ,030104 developmental biology ,chemistry ,Fermentation ,Bacteria - Abstract
A novel Gram-stain-positive, rod-shaped, obligately anaerobic, non-motile, spore-forming and binary fission encapsulated bacterium, designated strain JN500901T, was isolated from a mud cellar which has been continuously used for the fermentation of Chinese strong-flavour baijiu for over 100 years. Growth of JN500901Toccurred at pH 4.5–8.0 (optimum, pH 5.0), 20–40 °C (37 °C), 0–2 % (w/v) NaCl and 0–10 % (v/v) ethanol. The Biolog assay revealed that strain JN500901T metabolized d-fructose, l-fucose, isomaltulose and l-rhamnose among the 95 studied carbon sources. p-Cresol was the predominant volatile metabolite in the fermentation broth of strain JN500901T incubated in liquid reinforced clostridial medium under anaerobic conditions. Phylogenetic analysis based on 16S rRNA gene sequences showed that strain JN500901T belongs to Clostridium sensu stricto, and shared the highest sequence similarity to Clostridium carboxidivorans DSM 15243T (94.2 %), followed by Clostridium scatologenes DSM 757T (94.1 %). The dominant cellular fatty acids (>10 %) were C16 : 0 FAME (36.6 %), C19 : 0 cyc 9,10 DMA (19.8 %) and C16 : 1 cis 9 DMA (11.8 %). The complete genome of strain JN500901T contained a circular chromosome of 2.812 Mb with 2611 genes and 31.0 mol% G+C content. Comparative genome analysis of the strain JN500901T, Clostridium carboxidivorans DSM 15243T and Clostridium scatologenes DSM 757T revealed 74.5 and 74.8 % average nucleotide identity, respectively. Based on the phenotypic, biochemical and phylogenetic analyses presented here, strain JN500901T is considered to be a novel species of the genus Clostridium sensustricto, for which the name Clostridium fermenticellae sp. nov. is proposed. The type strain is JN500901T (=CICC 24501T=JCM 32827T).
- Published
- 2019
32. Lactobacillus jinshani sp. nov., isolated from solid-state vinegar culture of Zhenjiang aromatic vinegar
- Author
-
Chai Lijuan, Yong-Jian Yu, Zhenghong Xu, Li Xin, Zhen-Ming Lu, and Zhang Junhong
- Subjects
DNA, Bacterial ,Microbiology ,Cell wall ,03 medical and health sciences ,chemistry.chemical_compound ,Lactobacillus ,RNA, Ribosomal, 16S ,Food science ,Molecular Biology ,Gene ,Phylogeny ,030304 developmental biology ,Acetic Acid ,0303 health sciences ,Base Composition ,biology ,Phylogenetic tree ,Strain (chemistry) ,030306 microbiology ,Amino Acids, Diamino ,General Medicine ,biology.organism_classification ,16S ribosomal RNA ,Bacterial Typing Techniques ,chemistry ,Peptidoglycan ,Lactobacillus fructivorans ,Genome, Bacterial - Abstract
A novel Gram-stain-positive, non-motile, non-spore-forming, rod-shaped, facultatively anaerobic, designated strain HSLZ-75T, was isolated from the solid-state vinegar culture of Zhenjiang aromatic vinegar. Strain HSLZ-75T grew at 20–40 °C (optimum 35 °C), pH 3.0–5.0 (optimum pH 4.0) and 0–5% (w/v) NaCl (optimum 0%). Heterolactic fermentation characterised the metabolism of strain HSLZ-75T. d- and l-lactic acid were produced from glucose in a ratio of 91:9. The major cellular fatty acids ( > 10%) consisted of C16:0, C18:1ω9c, summed feature 8 (C18:1ω7c and/or C18:1ω6c) and C19:0 cyclo ω8c. The polar lipids consisted of diphosphatidylglycerol, phosphatidylglycerol, phosphatidylethanolamine, one unidentified aminophospholipid, one unidentified phospholipid and six unknown lipids. The cell wall was found to contain meso-diaminopimelic acid-type peptidoglycan. The 16S rRNA gene sequence of strain HSLZ-75T showed the highest similarity of 88.0% with Lactobacillus fructivorans DSM 20203T. Phylogenetic analysis indicated that strain HSLZ-75T belonged to family Lactobacillaceae and formed a distinct lineage with the type strain of Lactobacillus caviae. The complete genome of strain HSLZ-75T contained a circular chromosome of 1,616,430 bp with 1570 genes and 39.7 mol% G + C content. The average nucleotide identity values between strain HSLZ-75T and the reference type strains Lactobacillus fructivorans DSM 20203T and Lactobacillus rossiae DSM 15814T were 66.4% and 65.7%, respectively. On the basis of phenotypic, chemotaxonomic, phylogenetic and genotypic characteristics, strain HSLZ-75T should be classified as a novel species of the genus Lactobacillus in the family Lactobacillaceae of the order Lactobacillales, for which the name Lactobacillus jinshani sp. nov. is proposed. The type strain is HSLZ-75T ( = CICC 6269T = JCM 33270T).
- Published
- 2019
33. Profiling the Clostridia with butyrate-producing potential in the mud of Chinese liquor fermentation cellar
- Author
-
Chai Lijuan, Wei Qian, Peng-Xiang Xu, Jin-Song Shi, Cai-Hong Shen, Xiaojuan Zhang, Jian Ma, Zhen-Ming Lu, Zhenghong Xu, and Wang Songtao
- Subjects
Butyrate kinase ,Bacilli ,Bacillus ,Butyrate ,Microbiology ,Clostridia ,03 medical and health sciences ,Clostridium ,RNA, Ribosomal, 16S ,Clostridiaceae ,Food science ,Soil Microbiology ,030304 developmental biology ,0303 health sciences ,biology ,030306 microbiology ,Clostridiales ,Alcoholic Beverages ,Microbiota ,General Medicine ,biology.organism_classification ,Butyrates ,Fermentation ,Food Science - Abstract
Butyrate and its derivates pertain to the key aroma contributors of strong-flavour baijiu, a kind of Chinese liquors, that is produced from grains by solid-state multispecies anaerobic fermentation in a mud cellar. Microbes inhabiting in the fermentation pit mud largely determines baijiu's flavour and quality. In order to shed light on the microbial functional groups driving butyrate production in pit mud, clone library analysis was firstly performed and the results demonstrated that Clostridia (relative abundance: 50%) and Bacilli (37%) were major groups possessing butyrate kinase (buk) pathway and Clostridia (98%) dominated butyryl-CoA:acetate CoA-transferase (but) pathway. According to Clostridial specific-16S rRNA gene sequencing analysis, we found the resilience character of Clostridial community in pit mud. Amongst Clostridial groups, 32.0% of the sequences were grouped into Clostridiales incertae sedis, followed by Heliobacteriaceae (18.3%) and Clostridiaceae 1 (8.4%). Moreover, Hydrogenispora, Sedimentibacter and Clostridium were the top three abundant genera. Relative abundance of Hydrogenispora was higher in the late days of fermentation, while Sedimentibacter exhibited higher proportion in the early days. Different from the previous studies using universal bacterial primer sets, Hydrogenispora was first reported as one dominant genus in pit mud. As for the reported potential butyrate producer Clostridium, nineteen species were obtained and ten of them were first isolated from the pit mud. Amongst them, buk was identified in eleven species by PCR analysis, while but was identified in the other seven, indicating the species-specific butyrate synthesis pathways of Clostridium. This study provides a perspective on targeting and isolating specific functional microbes in baijiu microbiota with the gene sequence-based medium prediction method.
- Published
- 2018
34. Mannan-oligosaccharide modulates the obesity and gut microbiota in high-fat diet-fed mice
- Author
-
Heng Li, Zhenghong Xu, Zhen-Ming Lu, Jin-Song Shi, Shanshan Wang, Hongshan Wang, and Xiaojuan Zhang
- Subjects
0301 basic medicine ,Male ,medicine.medical_specialty ,medicine.medical_treatment ,Oligosaccharides ,Gut flora ,Lactobacillus gasseri ,Diet, High-Fat ,Weight Gain ,Mannans ,03 medical and health sciences ,Mice ,Insulin resistance ,Internal medicine ,medicine ,Animals ,Humans ,Obesity ,Mannan ,biology ,Bacteria ,Prebiotic ,Lipid metabolism ,General Medicine ,biology.organism_classification ,medicine.disease ,Gastrointestinal Microbiome ,Intestines ,Mice, Inbred C57BL ,030104 developmental biology ,Endocrinology ,Prebiotics ,Metabolic syndrome ,Insulin Resistance ,Akkermansia muciniphila ,Food Science - Abstract
The gut microbiota is considered to be associated with high-fat diet (HFD)-induced obesity and metabolic syndrome (MS). Mannan-oligosaccharide (MOS) is widely used as a natural additive, and its effect on promoting fat metabolism has been reported. Here, we performed a 11-week study on C57BL/6J mice fed a high-fat diet (HFD) with/without MOS supplementation, and the results showed that MOS could attenuate high-fat diet induced metabolic syndrome, including slower body weight gain, lowered serum lipids and reduced insulin resistance. Next generation sequencing (NGS) of the gut microbiota indicated that MOS modulated the overall structure of the gut microbiome, which was highly correlated with MS parameters. Specifically, the intake of MOS decreased the Firmicutes/Bacteroidetes ratio and could reverse the changes in the relative abundance of several species caused by HFD, including Akkermansia muciniphila, Bacteroides acidifaciens, Lactobacillus gasseri and Bifidobacterium pseudolongum. Thus, MOS has the potential to be used as a new prebiotic for regulating the gut microbiota and helping in attenuating metabolic disorders.
- Published
- 2018
35. Efficient production of bioactive metabolites from Antrodia camphorata ATCC 200183 by asexual reproduction-based repeated batch fermentation
- Author
-
Yan Geng, Zhen-Ming Lu, Hua-Xiang Li, Xiaojuan Zhang, Zhenghong Xu, Jin-Song Shi, Jin-Song Gong, and Yanhe Ma
- Subjects
Environmental Engineering ,Batch fermentation ,Renewable Energy, Sustainability and the Environment ,Reproducibility of Results ,Bioengineering ,Asexual reproduction ,General Medicine ,Hydrogen-Ion Concentration ,Biology ,biology.organism_classification ,Submerged fermentation ,Triterpenes ,Culture Media ,Kinetics ,Antrodia ,Fermentation ,Reproduction, Asexual ,Botany ,Biomass ,Food science ,Waste Management and Disposal ,Mycelium - Abstract
Large-scale submerged fermentation (SmF) of Antrodia camphorata (A. camphorata) usually encounters challenges including tedious preparation of mycelial inoculum, long fermentation period (10-14 d), and poor repeatability. Here we developed an asexual reproduction-based repeated batch fermentation (RBF) process for bioactive metabolites production by A. camphorata ATCC 200183. Compared with traditional batch fermentation, production time was shortened to 58 d from 80 d (overall time for eight cycles) using the RBF process established in this study, and accordingly, the productivities of bioactive metabolites (including antrodins) were improved by 40-60%. Kinetic parameters (α is 2.1-18.7 times as β) indicated that the cell growth was the major contribution for bioactive metabolites production. The RBF shows excellent batch-repeatability (Pearson correlation coefficient of 0.998±0.001), together with advantages of energy-efficient, low cost, and labor-saving, RBF process can be implemented to SmF by other filamentous fungi.
- Published
- 2015
- Full Text
- View/download PDF
36. Batch-to-batch uniformity of bacterial community succession and flavor formation in the fermentation of Zhenjiang aromatic vinegar
- Author
-
Zhen-Ming Lu, Guo-Quan Li, Jin-Song Shi, Zhenghong Xu, Wang Zongmin, and Yong-Jian Yu
- Subjects
China ,Microbial Consortia ,Food spoilage ,Microbiology ,Starter ,Lactobacillus ,Acetobacter ,Metabolomics ,Food science ,Flavor ,Acetic Acid ,Bacteria ,biology ,business.industry ,High-Throughput Nucleotide Sequencing ,food and beverages ,biology.organism_classification ,Biotechnology ,Flavoring Agents ,Solid-state fermentation ,Microbial population biology ,Fermentation ,Food Microbiology ,business ,Food Science - Abstract
Solid-state fermentation of traditional Chinese vinegar is a mixed-culture refreshment process that proceeds for many centuries without spoilage. Here, we investigated bacterial community succession and flavor formation in three batches of Zhenjiang aromatic vinegar using pyrosequencing and metabolomics approaches. Temporal patterns of bacterial succession in the Pei (solid-state vinegar culture) showed no significant difference (P > 0.05) among three batches of fermentation. In all the batches investigated, the average number of community operational taxonomic units (OTUs) decreased dramatically from 119 ± 11 on day 1 to 48 ± 16 on day 3, and then maintained in the range of 61 ± 9 from day 5 to the end of fermentation. We confirmed that, within a batch of fermentation process, the patterns of bacterial diversity between the starter (took from the last batch of vinegar culture on day 7) and the Pei on day 7 were similar (90%). The relative abundance dynamics of two dominant members, Lactobacillus and Acetobacter, showed high correlation (coefficient as 0.90 and 0.98 respectively) among different batches. Furthermore, statistical analysis revealed dynamics of 16 main flavor metabolites were stable among different batches. The findings validate the batch-to-batch uniformity of bacterial community succession and flavor formation accounts for the quality of Zhenjiang aromatic vinegar. Based on our understanding, this is the first study helps to explain the rationality of age-old artistry from a scientific perspective.
- Published
- 2015
- Full Text
- View/download PDF
37. Stimulated production of steroids in Inonotus obliquus by host factors from birch
- Author
-
Zhen-Ming Lu, Zhenghong Xu, Yan Geng, Guo-Hua Xu, Jin-Song Shi, Xiaomei Zhang, and Lian-Xia Wang
- Subjects
medicine.medical_treatment ,Secondary Metabolism ,Bioengineering ,Steroid biosynthesis ,complex mixtures ,Applied Microbiology and Biotechnology ,Steroid ,chemistry.chemical_compound ,Botany ,medicine ,Biomass ,Food science ,Betula ,Chromatography, High Pressure Liquid ,Ergosterol ,Betulin ,Stigmasterol ,Mycelium ,biology ,Plant Extracts ,Basidiomycota ,Methanol ,biology.organism_classification ,Triterpenes ,chemistry ,visual_art ,Plant Bark ,Solvents ,visual_art.visual_art_medium ,Inonotus obliquus ,Steroids ,Bark ,Biotechnology ,Betula platyphylla - Abstract
Steroids was considered as one of the bioactive components in Inonotus obliquus, while this kind of secondary metabolites are less accumulated in cultured mycelia. In this study, effect of extracts from bark and core of host-related species, birch (Betula platyphylla Suk.), on steroid production of I. obliquus in submerged culture were evaluated. The results showed that all dosages (0.01 and 0.1 g/L) of aqueous extracts and methanol extracts from birch bark and birch core possessed significantly stimulatory effect on steroid production of I. obliquus (P < 0.05). Among the eight extracts, the aqueous extract (0.01 g/L) from birch bark gave the highest steroid production (225.5 ± 8.7 mg/L), which is 97.3% higher than that of the control group. The aqueous extract (0.01 and 0.1 g/L) from birch bark could simultaneously stimulated mycelial growth and steroid content, while the methanol extract from birch bark only elevated the steroid content. High performance liquid chromatography analysis showed that productions of betulin, ergosterol, cholesterol, lanosterol, stigmasterol, and sitosterol in I. obliquus simultaneously increased in the presence of aqueous extract and methanol extract from birch bark. The results presented herein indicate that extracts from birch bark could act as an inducer for steroid biosynthesis of I. obliquus.
- Published
- 2014
- Full Text
- View/download PDF
38. Modified arthroconidial inoculation method for the efficient fermentation of Antrodia camphorata ATCC 200183
- Author
-
Hua-Xiang Li, Hongyu Xu, Guo-Hua Xu, Jin-Song Shi, Zhen-Ming Lu, Zhenghong Xu, Jin-Song Gong, Zhe He, and Yan Geng
- Subjects
Environmental Engineering ,biology ,Inoculation ,Biomedical Engineering ,Bioengineering ,Cell growth rate ,Liquid medium ,biology.organism_classification ,Germination ,Botany ,Arthroconidium ,Fermentation ,Food science ,Antrodia ,Mycelium ,Biotechnology - Abstract
Large-scale submerged fermentation (SmF) of Antrodia camphorata usually encounters engineering problems, such as long period and complex fermentation. In this study, a modified inoculation method using arthroconidia sporulated in liquid medium was developed for an efficient large-scale fermentation of A. camphorata ATCC 200183. The optimum environmental and nutritional conditions for arthroconidial germination in the dark control were estimated as follows: temperature, 26 °C; glucose, 20 g/L; soybean peptone, 10 g/L; Mg2+ concentration, 2 mmol/L; and initial pH, 3.5. All the arthroconidia rapidly germinated within 32 h after inoculation under optimal conditions. In the shaking flask, prepared according to the arthroconidial inoculation method, the fermentation period, maximal cell growth rate, and triterpenoid productivity of SmF were 0.6-, 1.7-, and 1.6-fold of those obtained from the culture prepared according to the conventional mycelial inoculation method. Furthermore, efficient fermentation was obtained in a 4000 L fermentor, with a biomass of 7.84 ± 0.20 g/L and a triterpenoid production of 61.21 ± 2.12 mg/L. Therefore, the modified inoculation method can be used in engineering applications with several advantages, including simplicity, good controllability, and high efficiency (shorten the operation time of mycelium-based inoculation from ≥240 h to 168 h).
- Published
- 2014
- Full Text
- View/download PDF
39. Exploring flavour-producing core microbiota in multispecies solid-state fermentation of traditional Chinese vinegar
- Author
-
Zhen-Ming Lu, Wang Zongmin, Jin-Song Shi, and Zhenghong Xu
- Subjects
0301 basic medicine ,Lactococcus ,Staphylococcus ,030106 microbiology ,Flavour ,Bacillus ,Article ,03 medical and health sciences ,Lactobacillus ,Food microbiology ,Acetobacter ,Food science ,Fermentation in food processing ,Acetic Acid ,Multidisciplinary ,biology ,business.industry ,Microbiota ,biology.organism_classification ,Biotechnology ,Gluconacetobacter ,030104 developmental biology ,Aspergillus ,Solid-state fermentation ,Fermentation ,Food Microbiology ,Metagenomics ,business - Abstract
Multispecies solid-state fermentation (MSSF), a natural fermentation process driven by reproducible microbiota, is an important technique to produce traditional fermented foods. Flavours, skeleton of fermented foods, was mostly produced by microbiota in food ecosystem. However, the association between microbiota and flavours and flavour-producing core microbiota are still poorly understood. Here, acetic acid fermentation (AAF) of Zhenjiang aromatic vinegar was taken as a typical case of MSSF. The structural and functional dynamics of microbiota during AAF process was determined by metagenomics and favour analyses. The dominant bacteria and fungi were identified as Acetobacter, Lactobacillus, Aspergillus and Alternaria, respectively. Total 88 flavours including 2 sugars, 9 organic acids, 18 amino acids and 59 volatile flavours were detected during AAF process. O2PLS-based correlation analysis between microbiota succession and flavours dynamics showed bacteria made more contribution to flavour formation than fungi. Seven genera including Acetobacter, Lactobacillus, Enhydrobacter, Lactococcus, Gluconacetobacer, Bacillus and Staphylococcus were determined as functional core microbiota for production of flavours in Zhenjiang aromatic vinegar, based on their dominance and functionality in microbial community. This study provides a perspective for bridging the gap between the phenotype and genotype of ecological system and advances our understanding of MSSF mechanisms in Zhenjiang aromatic vinegar.
- Published
- 2016
- Full Text
- View/download PDF
40. HS-SPME/GC-MS and chemometrics for volatile composition of Chinese traditional aromatic vinegar in the Zhenjiang region
- Author
-
Guo-Quan Li, Yong-Jian Yu, Ning-Hua Yu, Zhenghong Xu, Zhen-Ming Lu, Wei Xu, and Jing-Song Shi
- Subjects
Chromatography ,business.industry ,Chemistry ,Extraction (chemistry) ,Divinylbenzene ,Chemometrics ,chemistry.chemical_compound ,Chinese traditional ,Brewing ,Organic chemistry ,Composition (visual arts) ,Gas chromatography–mass spectrometry ,business ,Food Science - Abstract
The main purpose of this study was to determine the volatile composition of Zhenjiang aromatic vinegar, one of the four famous China-style cereal vinegars, by using headspace solid-phase microextraction (HS-SPME)/gas chromatography-mass spectrum (GC-MS) and chemometrics. For this purpose, the HS-SPME sampling method for the volatile compounds of Zhenjiang aromatic vinegar was optimized by a second-order rotatable central composite experimental design (CCD). A HS extraction of the volatile compounds by incubation on a 65 µm thickness polydimethylsiloxane/divinylbenzene (PDMS/DVB) fibre during 44.2 min at 69.5°C with 1.9 g NaCl add gave the most effective and accurate extraction. By the optimized method, a total of 58 volatile compounds, including 9 alcohols, 13 acids, 16 esters, 5 aldehydes, 4 ketones and 8 heterocycle compounds, were identified from 13 aromatic vinegar samples manufactured in Zhenjiang region. By principal components analysis (PCA), the thirteen vinegar samples were classified into 3 groups, and 10 volatile compounds were chosen as characteristic compounds of Zhenjiang aromatic vinegars. Copyright © 2012 The Institute of Brewing & Distilling
- Published
- 2012
- Full Text
- View/download PDF
41. Monitoring the microbial community during solid-state acetic acid fermentation of Zhenjiang aromatic vinegar
- Author
-
Wei Xu, Zhen-Ming Lu, Yanhe Ma, Zhenghong Xu, Qi Li, Huang Zhiyong, Jin-Song Shi, and Xiaojun Zhang
- Subjects
China ,Library ,Molecular Sequence Data ,Microbiology ,Industrial Microbiology ,Acetic acid ,chemistry.chemical_compound ,Food science ,Phylogeny ,Acetic Acid ,Bacteria ,biology ,business.industry ,Fungi ,food and beverages ,Biodiversity ,Industrial microbiology ,biology.organism_classification ,Biotechnology ,chemistry ,Microbial population biology ,Fermentation ,Acetobacter ,business ,Gluconacetobacter ,Food Science - Abstract
Zhenjiang aromatic vinegar is one of the most famous Chinese traditional vinegars. In this study, change of the microbial community during its fermentation process was investigated. DGGE results showed that microbial community was comparatively stable, and the diversity has a disciplinary series of changes during the fermentation process. It was suggested that domestication of microbes and unique cycle-inoculation style used in the fermentation of Zhenjiang aromatic vinegar were responsible for comparatively stable of the microbial community. Furthermore, two clone libraries were constructed. The results showed that bacteria presented in the fermentation belonged to genus Lactobacillus, Acetobacter, Gluconacetobacter, Staphylococcus, Enterobacter, Pseudomonas, Flavobacterium and Sinorhizobium, while the fungi were genus Saccharomyces. DGGE combined with clone library analysis was an effective and credible technique for analyzing the microbial community during the fermentation process of Zhenjiang aromatic vinegar. Real-time PCR results suggested that the biomass showed a "system microbes self-domestication" process in the first 5 days, then reached a higher level at the 7th day before gradually decreasing until the fermentation ended at the 20th day. This is the first report to study the changes of microbial community during fermentation process of Chinese traditional solid-state fermentation of vinegar.
- Published
- 2011
- Full Text
- View/download PDF
42. Analysis of volatile compounds of Antrodia camphorata in submerged culture using headspace solid-phase microextraction
- Author
-
Zhenghong Xu, Xiaomei Zhang, Jing-Hua Chen, Wen-Yi Tao, Liping Wang, Zhen-Ming Lu, Joanne Lim, and Hongyu Xu
- Subjects
Chromatography ,biology ,Chemistry ,Extraction (chemistry) ,General Medicine ,Combined technique ,Solid-phase microextraction ,biology.organism_classification ,Mass spectrometry ,Analytical Chemistry ,Gas chromatography ,Antrodia ,Gas chromatography–mass spectrometry ,Aroma ,Food Science - Abstract
In this work a headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography-mass spectrometry (GC-MS) and GC-olfactometry (GC-O) was developed to evaluate the profile of the volatile compounds that contribute to the aroma of Antrodia camphorata in submerged culture. For this purpose, the HS-SPME sampling method for the volatile compounds of A. camphorata in submerged culture was optimised by a D-optimal design. A HS extraction of the culture broth of A. camphorata followed by incubation on a carboxen/polydimethylsiloxane (CAR/PDMS) fibre during 31.8min at 54.6°C gave the most effective and accurate extraction of the volatile compounds. By the optimised method, a total of 49 volatile compounds were identified in culture broth of A. camphorata, while a total of 55 volatile compounds were identified in the mycelia. A series of C(8) aliphatic compounds (mushroom-like odour), several lactones (fruity odour) and l-linalool (citrus-like odour) were the most potent key odourant in both the mycelia and culture broth. This combined technique is fast, simple, sensitive, inexpensive and useful to monitor volatile compounds associated to A. camphorata.
- Published
- 2011
- Full Text
- View/download PDF
43. Recovery of aroma compounds from Zhenjiang aromatic vinegar by supercritical fluid extraction
- Author
-
Zhenghong Xu, Guo-Quan Li, Wei Xu, Tu Zhou, Zhen-Ming Lu, Jing-Song Shi, and Ning-Hua Yu
- Subjects
Chromatography ,biology ,Chemistry ,Extraction (chemistry) ,Ethyl acetate ,Supercritical fluid extraction ,biology.organism_classification ,Furfural ,Industrial and Manufacturing Engineering ,chemistry.chemical_compound ,Acetic acid ,Phenethyl alcohol ,Organic chemistry ,Fermentation ,Aroma ,Food Science - Abstract
Summary Zhenjiang aromatic vinegar, which is produced from sticky rice through solid-state fermentation, is highly prized as one of the four famous China-style vinegars, owing to its unique flavour. In this study, a method of supercritical fluid extraction (SFE) was used for the first time to recover aroma compounds from Zhenjiang aromatic vinegar. For this purpose, the optimal conditions for the extraction of aroma compounds by SFE were determined as follows: CO2 flow rate, 25 L h−1; extraction time, 2 h; extraction pressure, 35 MPa; and extraction temperature, 323 K. Using headspace solid-phase microextraction-gas chromatography–mass spectrometry (HS-SPME-GC-MS) analysis, a total of 49 and 44 aroma compounds were identified in Zhenjiang aromatic vinegar and its SFE extract, respectively. Acetic acid, ethyl acetate, furfural, phenethyl alcohol, tetramethyl-pyrazine, 3-hydroxybutanone and benzaldehyde were the main aroma compounds in the vinegar and its SFE extract. SFE is a fast and sensitive method to recovery aroma compounds from the vinegar.
- Published
- 2011
- Full Text
- View/download PDF
44. Ligustrazine formation in Zhenjiang aromatic vinegar: changes during fermentation and storing process
- Author
-
Qingping Xu, Wei Xu, Guo-Quan Li, Rong Xia, Yanhe Ma, Zhenghong Xu, Jing-Hua Chen, and Zhen-Ming Lu
- Subjects
Nutrition and Dietetics ,Acetoin ,Diacetyl ,Bioactive compound ,Acetic acid ,chemistry.chemical_compound ,Maillard reaction ,symbols.namesake ,chemistry ,symbols ,Alkylpyrazine ,Organic chemistry ,Fermentation ,Food science ,Gas chromatography–mass spectrometry ,Agronomy and Crop Science ,Food Science ,Biotechnology - Abstract
BACKGROUND: Zhenjiang aromatic vinegar is one of the most well-known traditional fermented vinegars in China. Previously, a alkylpyrazine named ligustrazine was found as a bioactive compound in Zhenjiang aromatic vinegar. However, the generating mechanism of ligustrazine during the fermentation and storing process of vinegar was unknown. In this study, the changes in ligustrazine and its synthesis precursors (diacetyl and acetoin) in the industrial process were investigated by gas chromatography–mass spectrometry. RESULTS: During the fermentation process, ligustrazine was first detected at the fifth day, and content reached 75.90 µg g−1 when fermentation was complete. During the storage process, the content of ligustrazine increased with storage time, and the content in 6-year-old vinegar reached 696.63 mg L−1, which was about 20 times higher than raw vinegar (34.7 mg L−1). This may be attributed to the conversion of precursors to ligustrazine through the Maillard reaction as precursor contents decreased during the storage process. CONCLUSION: Results of this study showed that ligustrazine in vinegar was mainly formed during the storage process, and the fermentation process was regarded as the accumulation stage of precursors for ligustrazine synthesis. Copyright © 2011 Society of Chemical Industry
- Published
- 2011
- Full Text
- View/download PDF
45. Metagenomics reveals flavour metabolic network of cereal vinegar microbiota
- Author
-
Zhen-Ming Lu, Yong-Jian Yu, Lin-Huan Wu, Wang Zongmin, Xiaojuan Zhang, Jin-Song Shi, and Zhenghong Xu
- Subjects
0301 basic medicine ,030106 microbiology ,Flavour ,Metabolic network ,Biology ,Microbiology ,03 medical and health sciences ,Acetic acid ,chemistry.chemical_compound ,KEGG ,Acetic Acid ,Shotgun sequencing ,Microbiota ,Flavoring Agents ,Metabolic pathway ,030104 developmental biology ,Biochemistry ,chemistry ,Metagenomics ,Taste ,Food Microbiology ,Fermentation ,Indicators and Reagents ,Metabolic Networks and Pathways ,Food Science - Abstract
Multispecies microbial community formed through centuries of repeated batch acetic acid fermentation (AAF) is crucial for the flavour quality of traditional vinegar produced from cereals. However, the metabolism to generate and/or formulate the essential flavours by the multispecies microbial community is hardly understood. Here we used metagenomic approach to clarify in situ metabolic network of key microbes responsible for flavour synthesis of a typical cereal vinegar, Zhenjiang aromatic vinegar, produced by solid-state fermentation. First, we identified 3 organic acids, 7 amino acids, and 20 volatiles as dominant vinegar metabolites. Second, we revealed taxonomic and functional composition of the microbiota by metagenomic shotgun sequencing. A total of 86 201 predicted protein-coding genes from 35 phyla (951 genera) were involved in Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways of Metabolism (42.3%), Genetic Information Processing (28.3%), and Environmental Information Processing (10.1%). Furthermore, a metabolic network for substrate breakdown and dominant flavour formation in vinegar microbiota was constructed, and microbial distribution discrepancy in different metabolic pathways was charted. This study helps elucidating different metabolic roles of microbes during flavour formation in vinegar microbiota.
- Published
- 2016
46. The common dietary flavonoid myricetin attenuates liver fibrosis in carbon tetrachloride treated mice
- Author
-
Zhenghong Xu, Wang Li, Hongyu Xu, Jin-Song Shi, Zhen-Ming Lu, Qing Sun, and Yan Geng
- Subjects
Liver Cirrhosis ,0301 basic medicine ,MAPK/ERK pathway ,medicine.medical_specialty ,p38 mitogen-activated protein kinases ,Becaplermin ,Pharmacology ,Collagen Type I ,Transforming Growth Factor beta1 ,Mice ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Cell Movement ,Transforming Growth Factor beta ,Internal medicine ,Hepatic Stellate Cells ,medicine ,Extracellular ,Animals ,Phosphorylation ,Extracellular Signal-Regulated MAP Kinases ,Carbon Tetrachloride ,Protein kinase B ,Flavonoids ,Platelet-Derived Growth Factor ,Chemistry ,Kinase ,Proto-Oncogene Proteins c-sis ,Antifibrinolytic Agents ,Disease Models, Animal ,030104 developmental biology ,Endocrinology ,030220 oncology & carcinogenesis ,Hepatic stellate cell ,Myricetin ,Proto-Oncogene Proteins c-akt ,Signal Transduction ,Food Science ,Biotechnology - Abstract
cope Myricetin is found in most berries, vegetables, and various medicinal herbs, which has been reported to possess various bio-activities. However, the role of myricetin on liver fibrosis remains to be elucidated. Methods and results Hepatic stellate cell (HSC) line CFSC-8B was stimulated by transforming growth factor β1 (TGF-β1) or platelet-derived growth factor BB (PDGF-BB) to induce liver fibrosis in vitro. The results showed that myricetin significantly ameliorated TGF-β1- or PDGF-BB-induced HSCs activation, cell migration, and extracellular matrix production; blocked TGF-β1-induced phosphorylation of Smad2, P38, extracellular signal-regulated kinase (ERK), and protein kinase B (Akt); and downregulated PDGF-BB stimulated phosphorylation of extracellular signal-regulated kinase and Akt in HSCs in a dose-dependent manner. Meanwhile, the carbon tetrachloride (CCl4) induced mouse model has been used to study antifibrosis role of myricetin in vivo. Our data demonstrated that myricetin suppressed α-smooth muscle actin and collagen type I deposition and blocked phosphorylation of Smad2, mitogen-activated protein kinases, and Akt in CCl4-treated mice. Conclusion Myricetin inhibits the activation of HSCs and ameliorates CCl4-induced liver fibrosis in mice and may serve as a potential therapeutic agent in the treatment of liver fibrosis.
- Published
- 2017
- Full Text
- View/download PDF
47. Optimization of fermentation medium for triterpenoid production from Antrodia camphorata ATCC 200183 using artificial intelligence-based techniques
- Author
-
Zhen-Ming Lu, Jian-Yong Lei, Jing-Song Shi, Zhenghong Xu, and Hongyu Xu
- Subjects
Media optimization ,biology ,General Medicine ,biology.organism_classification ,Applied Microbiology and Biotechnology ,Triterpenes ,Culture Media ,chemistry.chemical_compound ,Triterpenoid ,chemistry ,Artificial Intelligence ,Botany ,Antrodia ,Fermentation ,Medicinal fungi ,Food science ,Response surface methodology ,Neural Networks, Computer ,Mycelium ,Biotechnology - Abstract
In this study, alteration in morphology of submergedly cultured Antrodia camphorata ATCC 200183 including arthroconidia, mycelia, external and internal structures of pellets was investigated. Two optimization models namely response surface methodology (RSM) and artificial neural network (ANN) were built to optimize the inoculum size and medium components for intracellular triterpenoid production from A. camphorata. Root mean squares error, R (2), and standard error of prediction given by ANN model were 0.31%, 0.99%, and 0.63%, respectively, while RSM model gave 1.02%, 0.98%, and 2.08%, which indicated that fitness and prediction accuracy of ANN model was higher when compared to RSM model. Furthermore, using genetic algorithm (GA), the input space of ANN model was optimized, and maximum triterpenoid production of 62.84 mg l(-1) was obtained at the GA-optimized concentrations of arthroconidia (1.78 × 10⁵ ml(-1)) and medium components (glucose, 25.25 g l(-1); peptone, 4.48 g l(-1); and soybean flour, 2.74 g l(-1)). The triterpenoid production experimentally obtained using the ANN-GA designed medium was 64.79 ± 2.32 mg l(-1) which was in agreement with the predicted value. The same optimization process may be used to optimize many environmental and genetic factors such as temperature and agitation that can also affect the triterpenoid production from A. camphorata and to improve the production of bioactive metabolites from potent medicinal fungi by changing the fermentation parameters.
- Published
- 2010
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.