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Yan CX, Zhang S, Xu LW, Gao H, Zhang ZX, Ma W, Sun XM. Advances in multi-omics technologies for identifying metabolic engineering targets and improving lipid production in microalgae. BIORESOURCE TECHNOLOGY 2025; 429:132501. [PMID: 40204027 DOI: 10.1016/j.biortech.2025.132501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 04/05/2025] [Accepted: 04/06/2025] [Indexed: 04/11/2025]
Abstract
Polyunsaturated fatty acids (PUFAs), such as γ-linolenic acid, arachidonic acid, eicosapentaenoic acid, and docosahexaenoic acid, are highly valued in the global market due to their physiological effects and health benefits. Concerns related to overfishing and marine ecosystem degradation have driven interest in microalgal lipids as a sustainable and eco-friendly alternative for PUFA production. Despite some success in commercializing microalgal lipid products, they still fail to meet global demand. Advances in high-throughput omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, have deepened the understanding of lipid biosynthesis in microalgae. This review explores the potential of multi-omics approaches to elucidate PUFA biosynthesis pathways, identify key regulatory genes, and optimize metabolic engineering strategies for enhanced lipid production. Additionally, this review discusses how multi-omics technologies address challenges in large-scale cultivation, promoting the industrialization of microalgal lipid productions. These insights provide a foundation for improving microalgal PUFA yields to meet growing global demand.
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Affiliation(s)
- Chun-Xiao Yan
- State Key Laboratory of Microbial Technology, Nanjing Normal University, Nanjing, China; School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China
| | - Shuai Zhang
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China
| | - Lu-Wei Xu
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China
| | - Han Gao
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China
| | - Zi-Xu Zhang
- State Key Laboratory of Microbial Technology, Nanjing Normal University, Nanjing, China; School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China
| | - Wang Ma
- State Key Laboratory of Microbial Technology, Nanjing Normal University, Nanjing, China; School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China.
| | - Xiao-Man Sun
- State Key Laboratory of Microbial Technology, Nanjing Normal University, Nanjing, China; School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, 2 Xuelin Road, Qixia District, Nanjing, People's Republic of China.
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Qiao X, Zhang L, Yuan T, Wu Y, Geng Y, Li Y, Li B, Zhang L, Zhuang WQ, Yu K. Mixotrophic anammox bacteria outcompete dissimilatory nitrate reduction and denitrifying bacteria in propionate-containing wastewater. BIORESOURCE TECHNOLOGY 2025; 419:132077. [PMID: 39814151 DOI: 10.1016/j.biortech.2025.132077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 01/02/2025] [Accepted: 01/12/2025] [Indexed: 01/18/2025]
Abstract
Organic carbon can influence nitrogen removal during the anaerobic ammonia oxidation (anammox) process. Propionate, a common organic compound in pretreated wastewater, its impacts on mixotrophic anammox bacteria and the underlying mechanisms have not been fully elucidated. This study investigated the core metabolism and shift in behavior patterns of mixotrophic Candidatus Brocadia sapporoensis (AMXB) under long-term propionate exposure. Genome-resolved metagenomic analysis revealed that AMXB could convert nitrate generated by anammox bacteria to ammonium via the DNRA pathway, leveraging propionate as an electron donor. This recycled ammonium was then used to sustain the anammox process, thereby enhancing nitrogen removal efficiency. Notably, AMXB grew more efficiently than DNRA and denitrifying bacteria due to its more energy-efficient propionate metabolic pathway. This finding suggests that AMXB, as a mixotrophic anammox bacterium, has a competitive advantage in nitrogen metabolism in low C/N wastewater, contributing to efficient nitrogen removal.
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Affiliation(s)
- Xuejiao Qiao
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Liyu Zhang
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Tugui Yuan
- Key Laboratory of Urban Stormwater System and Water Environment, Ministry of Education, Beijing University of Civil Engineering and Architecture, Beijing 100044, China
| | - Yang Wu
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Yanni Geng
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Yumeng Li
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Bing Li
- Shenzhen Engineering Research Laboratory for Sludge and Food Waste Treatment and Resource Recovery, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Lijuan Zhang
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Wei-Qin Zhuang
- Department of Civil and Environmental Engineering, The University of Auckland, Auckland 1142, New Zealand
| | - Ke Yu
- School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen 518055, China.
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Xiang Y, Chen R, Shi F, Lai W. Exploring L-isoleucine riboswitches for enhancing 4-hydroxyisoleucine production in Corynebacterium glutamicum. Biotechnol Lett 2023; 45:1169-1181. [PMID: 37395871 DOI: 10.1007/s10529-023-03407-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/27/2023] [Accepted: 06/10/2023] [Indexed: 07/04/2023]
Abstract
OBJECTIVES To explore an L-isoleucine (Ile)-induced biosensor for down-regulation of Ile synthesis pathway and enhancement of 4-hydroxyisoleucine (4-HIL) production in Corynebacterium glutamicum SN01. RESULTS Four Ile-induced riboswitches (IleRSN) with different strength were screened from mutation library based on TPP riboswitch. Firstly, IleRSN were integrated into the chromosome of strain SN01 immediately upstream of ilvA gene. The 4-HIL titer of strains carrying PtacM-driven IleRS1 or IleRS3 (14.09 ± 1.07, 15.20 ± 0.93 g 4-HIL L-1) were similar with control strain S-D5I (15.73 ± 2.66 g 4-HIL L-1). Then, another copy of IleRS3-ilvA was integrated downstream of the chromosomal cg0963 gene in SN01-derived strain D-RS with down-regulated L-lysine (Lys) biosynthesis. The Ile supply and 4-HIL titer increased in ilvA two-copy strains KIRSA-3-D5I and KIRSA-3-9I, and Ile concentration was maintained less than 35 mmol L-1 under the control of IleRS3 during fermentation. The resulting strain KIRSA-3-9I produced 22.46 ± 0.96 g 4-HIL L-1. CONCLUSION The screened IleRS was effective in the dynamic down-regulation of Ile synthesis pathway in C. glutamicum, and IleRSN with different strength can be applied in various conditions.
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Affiliation(s)
- Youhe Xiang
- State Key Laboratory of Food Science and Resources, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, China
| | - Rui Chen
- State Key Laboratory of Food Science and Resources, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, China
| | - Feng Shi
- State Key Laboratory of Food Science and Resources, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China.
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, China.
- International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China.
| | - Wenmei Lai
- State Key Laboratory of Food Science and Resources, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, China
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Integrated Omics Approach to Discover Differences in the Metabolism of a New Tibetan Desmodesmus sp. in Two Types of Sewage Treatments. Metabolites 2023; 13:metabo13030388. [PMID: 36984828 PMCID: PMC10058882 DOI: 10.3390/metabo13030388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023] Open
Abstract
Microalgae are now widely applied in municipal (YH_3) and industrial sewage (YH_4) treatments. Through integrated omics analysis, we studied the similarities and differences at the molecular level between the two different types of sewage treatment processes. The most significantly enriched gene ontology (GO) terms in both types of sewage treatments were the ribosome, photosynthesis, and proteasome pathways. The results show that the pathways of differentially expressed genes (DEGs) and differentially accumulated metabolites (DAMs) were enriched for photosynthesis, glyoxylate and dicarboxylate metabolism, and carbon fixation in photosynthetic organisms. Considering YH_3 vs. YH_4, the metabolism of citrate, sedoheptulose-7P, and succinate was significantly upregulated. In addition, the results showed that the pathways of DEGs and DAMs were enriched in terms of amino acid metabolism and carotenoid biosynthesis in YH_4 vs. YH_3. The metabolism of S-Adenosyl-L-homocysteine was significantly downregulated, 2-oxobutanoate was significantly upregulated and downregulated, and the metabolism of abscisic acid glucose ester (ABA-GE) was also significantly upregulated. Overall, the results of this paper will help to improve the basic knowledge of the molecular response of microalgae to sewage treatments, and help design a response strategy based on microalgae for complex, mixed sewage treatments.
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Payne N, Kpebe A, Guendon C, Baffert C, Maillot M, Haurogné T, Tranchida F, Brugna M, Shintu L. NMR-based metabolomic analysis of the physiological role of the electron-bifurcating FeFe-hydrogenase Hnd in Solidesulfovibrio fructosivorans under pyruvate fermentation. Microbiol Res 2023; 268:127279. [PMID: 36592576 DOI: 10.1016/j.micres.2022.127279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022]
Abstract
Solidesulfovibrio fructosivorans (formely Desulfovibrio fructosovorans), an anaerobic sulfate-reducing bacterium, possesses six gene clusters encoding six hydrogenases catalyzing the reversible oxidation of hydrogen gas (H2) into protons and electrons. One of these, named Hnd, was demonstrated to be an electron-bifurcating hydrogenase Hnd (Kpebe et al., 2018). It couples the exergonic reduction of NAD+ to the endergonic reduction of a ferredoxin with electrons derived from H2 and whose function has been recently shown to be involved in ethanol production under pyruvate fermentation (Payne 2022). To understand further the physiological role of Hnd in S. fructosivorans, we compared the mutant deleted of part of the hnd gene with the wild-type strain grown on pyruvate without sulfate using NMR-based metabolomics. Our results confirm that Hnd is profoundly involved in ethanol metabolism, but also indirectly intervenes in global carbon metabolism and additional metabolic processes such as the biosynthesis of branched-chain amino acids. We also highlight the metabolic reprogramming induced by the deletion of hndD that leads to the upregulation of several NADP-dependent pathways.
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Affiliation(s)
- Natalie Payne
- Aix Marseille Univ, CNRS, BIP, Marseille, France; Aix Marseille Univ, CNRS, Centrale Marseille, ISM2, Marseille, France
| | | | | | | | | | | | - Fabrice Tranchida
- Aix Marseille Univ, CNRS, Centrale Marseille, ISM2, Marseille, France
| | | | - Laetitia Shintu
- Aix Marseille Univ, CNRS, Centrale Marseille, ISM2, Marseille, France.
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Im J, Lee D, Park OJ, Natarajan S, Park J, Yun CH, Han SH. RNA-Seq-based transcriptome analysis of methicillin-resistant Staphylococcus aureus growth inhibition by propionate. Front Microbiol 2022; 13:1063650. [PMID: 36620009 PMCID: PMC9814166 DOI: 10.3389/fmicb.2022.1063650] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Staphylococcus aureus is a pathogen that causes a variety of infectious diseases such as pneumonia, endocarditis, and septic shock. Methicillin-resistant S. aureus (MRSA) evades virtually all available treatments, creating the need for an alternative control strategy. Although we previously demonstrated the inhibitory effect of sodium propionate (NaP) on MRSA, the regulatory mechanism of this effect remains unclear. In this study, we investigated the regulatory mechanism responsible for the inhibitory effect of NaP on MRSA using RNA-Seq analysis. Total RNAs were isolated from non-treated and 50 mM NaP-treated S. aureus USA300 for 3 h and transcriptional profiling was conducted by RNA-Seq analysis. A total of 171 differentially expressed genes (DEGs) with log2 fold change ≥2 and p < 0.05 was identified in the NaP treatment group compared with the control group. Among the 171 genes, 131 were up-regulated and 40 were down-regulated. Upon gene ontology (GO) annotation analysis, total 26 specific GO terms in "Biological process," "Molecular function," and "Cellular component" were identified in MRSA treated with NaP for 3 h. "Purine metabolism"; "riboflavin metabolism"; and "glycine, serine, and threonine metabolism" were identified as major altered metabolic pathways among the eight significantly enriched KEGG pathways in MRSA treated with NaP. Furthermore, the MRSA strains deficient in purF, ilvA, ribE, or ribA, which were the up-regulated DEGs in the metabolic pathways, were more susceptible to NaP than wild-type MRSA. Collectively, these results demonstrate that NaP attenuates MRSA growth by altering its metabolic pathways, suggesting that NaP can be used as a potential bacteriostatic agent for prevention of MRSA infection.
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Affiliation(s)
- Jintaek Im
- Department of Oral Microbiology and Immunology, and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, South Korea
| | - Dongwook Lee
- Department of Oral Microbiology and Immunology, and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, South Korea
| | - Ok-Jin Park
- Department of Oral Microbiology and Immunology, and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, South Korea
| | | | | | - Cheol-Heui Yun
- Department of Agricultural Biotechnology, Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, South Korea,Institutes of Green Bio Science and Technology, Seoul National University, Pyeongchang, South Korea
| | - Seung Hyun Han
- Department of Oral Microbiology and Immunology, and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, South Korea,*Correspondence: Seung Hyun Han,
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Ohtake T, Kawase N, Pontrelli S, Nitta K, Laviña WA, Shen CR, Putri SP, Liao JC, Fukusaki E. Metabolomics-Driven Identification of the Rate-Limiting Steps in 1-Propanol Production. Front Microbiol 2022; 13:871624. [PMID: 35495658 PMCID: PMC9048197 DOI: 10.3389/fmicb.2022.871624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/17/2022] [Indexed: 11/13/2022] Open
Abstract
The concerted effort for bioproduction of higher alcohols and other commodity chemicals has yielded a consortium of metabolic engineering techniques to identify targets to enhance performance of engineered microbial strains. Here, we demonstrate the use of metabolomics as a tool to systematically identify targets for improved production phenotypes in Escherichia coli. Gas chromatography/mass spectrometry (GC/MS) and ion-pair LC-MS/MS were performed to investigate metabolic perturbations in various 1-propanol producing strains. Two initial strains were compared that differ in the expression of the citramalate and threonine pathways, which hold a synergistic relationship to maximize production yields. While this results in increased productivity, no change in titer was observed when the threonine pathway was overexpressed beyond native levels. Metabolomics revealed accumulation of upstream byproducts, norvaline and 2-aminobutyrate, both of which are derived from 2-ketobutyrate (2KB). Eliminating the competing pathway by gene knockouts or improving flux through overexpression of glycolysis gene effectively increased the intracellular 2KB pool. However, the increase in 2KB intracellular concentration yielded decreased production titers, indicating toxicity caused by 2KB and an insufficient turnover rate of 2KB to 1-propanol. Optimization of alcohol dehydrogenase YqhD activity using an ribosome binding site (RBS) library improved 1-propanol titer (g/L) and yield (g/g of glucose) by 38 and 29% in 72 h compared to the base strain, respectively. This study demonstrates the use of metabolomics as a powerful tool to aid systematic strain improvement for metabolically engineered organisms.
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Affiliation(s)
- Toshiyuki Ohtake
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
| | - Naoki Kawase
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
| | - Sammy Pontrelli
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, United States
- Institute of Molecular Systems Biology, ETH Zürich, Zurich, Switzerland
| | - Katsuaki Nitta
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
| | - Walter A. Laviña
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
- Microbiology Division, Institute of Biological Sciences, University of the Philippines Los Baños, Los Baños, Philippines
| | - Claire R. Shen
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan
| | - Sastia P. Putri
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
- Industrial Biotechnology Initiative Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Suita, Japan
- Osaka University Shimadzu Omics Innovation Research Laboratories, Osaka University, Suita, Japan
- *Correspondence: Sastia P. Putri,
| | - James C. Liao
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Eiichiro Fukusaki
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Suita, Japan
- Industrial Biotechnology Initiative Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Suita, Japan
- Osaka University Shimadzu Omics Innovation Research Laboratories, Osaka University, Suita, Japan
- Eiichiro Fukusaki,
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