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Chen L, Wang Z, Wang Y, Jiang H, Ding Y, Xia Q, Cheng X, Zhang X. Alterations in fatty acid metabolism in patients with schizophrenia in a multi-omics perspective. Schizophr Res 2025; 279:94-105. [PMID: 40184646 DOI: 10.1016/j.schres.2025.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 03/17/2025] [Accepted: 03/24/2025] [Indexed: 04/07/2025]
Abstract
BACKGROUND Recent research has extensively explored the involvement of gut microbes in various fatty acid metabolic processes, elucidating their crucial roles in host energy homeostasis and metabolism. Nevertheless, there remains a dearth of studies examining the comprehensive profile of fatty acid metabolites in schizophrenia and their potential connection to gut microbes. METHOD Conducting a thorough investigation, this study scrutinized the gut microbiome composition of 63 individuals, consisting of 35 schizophrenia (SZ) patients and 28 demographically matched healthy control (HC) subjects. Feces and serum samples were meticulously collected, with stool samples subjected to 16S rRNA sequencing targeting region V4 and untargeted metabolomics analysis, while serum samples underwent untargeted metabolomics assessment. RESULTS A total of 21 different genus-level species were identified in the SZ and HC groups. Predictive analysis of gut flora pathways revealed abnormal fatty acid degradation in schizophrenia. Notably, 17 differential fatty acid metabolites were found in feces, whereas 43 were found in serum fatty acid metabolites. A higher proportion of differential fatty acid metabolites were found in serum compared to those in feces. The predominant pathways enriched in fatty acid metabolites included biosynthesis of unsaturated fatty acids, arachidonic acid metabolism, and linoleic acid metabolism. Additionally, a significant correlation was noted between intestinal flora and fatty acids, as well as potential interactions between intestinal flora, fecal fatty acids and serum fatty acids. CONCLUSIONS Our multi-omics study provides new insights into the pathogenesis of schizophrenia, which may inform the treatment of neurodevelopmental disorders by modifying fatty acid metabolism through modulation of the gut microbiota.
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Affiliation(s)
- Long Chen
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China
| | - Zhiqiang Wang
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China; School of Mental Health and Psychological Science, Anhui Medical University, Hefei 230022, China
| | - Yanyu Wang
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China; School of Mental Health and Psychological Science, Anhui Medical University, Hefei 230022, China
| | - Haonan Jiang
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China; School of Mental Health and Psychological Science, Anhui Medical University, Hefei 230022, China
| | - Yuntong Ding
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China
| | - Qingrong Xia
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China
| | - Xialong Cheng
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China
| | - Xulai Zhang
- Anhui Clinical Center for mental and psychological diseases, Hefei Fourth People's Hospital, 316 Mei shan Road, Hefei, Anhui 230000, China; Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022, China,; Anhui Mental Health Center, Hefei 230000, China; School of Mental Health and Psychological Science, Anhui Medical University, Hefei 230022, China.
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Baumann PT, Dal Molin M, Aring H, Krumbach K, Müller MF, Vroling B, van Summeren-Wesenhagen PV, Noack S, Marienhagen J. Beyond rational-biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes. BMC Biol 2023; 21:183. [PMID: 37667306 PMCID: PMC10478468 DOI: 10.1186/s12915-023-01688-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 08/23/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND In contrast to modern rational metabolic engineering, classical strain development strongly relies on random mutagenesis and screening for the desired production phenotype. Nowadays, with the availability of biosensor-based FACS screening strategies, these random approaches are coming back into fashion. In this study, we employ this technology in combination with comparative genome analyses to identify novel mutations contributing to product formation in the genome of a Corynebacterium glutamicum L-histidine producer. Since all known genetic targets contributing to L-histidine production have been already rationally engineered in this strain, identification of novel beneficial mutations can be regarded as challenging, as they might not be intuitively linkable to L-histidine biosynthesis. RESULTS In order to identify 100 improved strain variants that had each arisen independently, we performed > 600 chemical mutagenesis experiments, > 200 biosensor-based FACS screenings, isolated > 50,000 variants with increased fluorescence, and characterized > 4500 variants with regard to biomass formation and L-histidine production. Based on comparative genome analyses of these 100 variants accumulating 10-80% more L-histidine, we discovered several beneficial mutations. Combination of selected genetic modifications allowed for the construction of a strain variant characterized by a doubled L-histidine titer (29 mM) and product yield (0.13 C-mol C-mol-1) in comparison to the starting variant. CONCLUSIONS This study may serve as a blueprint for the identification of novel beneficial mutations in microbial producers in a more systematic manner. This way, also previously unexplored genes or genes with previously unknown contribution to the respective production phenotype can be identified. We believe that this technology has a great potential to push industrial production strains towards maximum performance.
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Affiliation(s)
- Philipp T Baumann
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
| | - Michael Dal Molin
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
- Department I of Internal Medicine, University of Cologne, 50937, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50931, Cologne, Germany
| | - Hannah Aring
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
| | - Karin Krumbach
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
| | - Moritz-Fabian Müller
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
| | - Bas Vroling
- Bioprodict GmbH, Nieuwe Marktstraat 54E, 6511AA, Nijmegen, The Netherlands
| | | | - Stephan Noack
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany
| | - Jan Marienhagen
- Institute of Bio- and Geosciences, Forschungszentrum Jülich, IBG-1: Biotechnology, 52425, Jülich, Germany.
- Institute of Biotechnology, RWTH Aachen University, Worringer Weg 3, 52074, Aachen, Germany.
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Werner F, Schwardmann LS, Siebert D, Rückert-Reed C, Kalinowski J, Wirth MT, Hofer K, Takors R, Wendisch VF, Blombach B. Metabolic engineering of Corynebacterium glutamicum for fatty alcohol production from glucose and wheat straw hydrolysate. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2023; 16:116. [PMID: 37464396 DOI: 10.1186/s13068-023-02367-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/07/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Fatty acid-derived products such as fatty alcohols (FAL) find growing application in cosmetic products, lubricants, or biofuels. So far, FAL are primarily produced petrochemically or through chemical conversion of bio-based feedstock. Besides the well-known negative environmental impact of using fossil resources, utilization of bio-based first-generation feedstock such as palm oil is known to contribute to the loss of habitat and biodiversity. Thus, the microbial production of industrially relevant chemicals such as FAL from second-generation feedstock is desirable. RESULTS To engineer Corynebacterium glutamicum for FAL production, we deregulated fatty acid biosynthesis by deleting the transcriptional regulator gene fasR, overexpressing a fatty acyl-CoA reductase (FAR) gene of Marinobacter hydrocarbonoclasticus VT8 and attenuating the native thioesterase expression by exchange of the ATG to a weaker TTG start codon. C. glutamicum ∆fasR cg2692TTG (pEKEx2-maqu2220) produced in shaking flasks 0.54 ± 0.02 gFAL L-1 from 20 g glucose L-1 with a product yield of 0.054 ± 0.001 Cmol Cmol-1. To enable xylose utilization, we integrated xylA encoding the xylose isomerase from Xanthomonas campestris and xylB encoding the native xylulose kinase into the locus of actA. This approach enabled growth on xylose. However, adaptive laboratory evolution (ALE) was required to improve the growth rate threefold to 0.11 ± 0.00 h-1. The genome of the evolved strain C. glutamicum gX was re-sequenced, and the evolved genetic module was introduced into C. glutamicum ∆fasR cg2692TTG (pEKEx2-maqu2220) which allowed efficient growth and FAL production on wheat straw hydrolysate. FAL biosynthesis was further optimized by overexpression of the pntAB genes encoding the membrane-bound transhydrogenase of E. coli. The best-performing strain C. glutamicum ∆fasR cg2692TTG CgLP12::(Ptac-pntAB-TrrnB) gX (pEKEx2-maqu2220) produced 2.45 ± 0.09 gFAL L-1 with a product yield of 0.054 ± 0.005 Cmol Cmol-1 and a volumetric productivity of 0.109 ± 0.005 gFAL L-1 h-1 in a pulsed fed-batch cultivation using wheat straw hydrolysate. CONCLUSION The combination of targeted metabolic engineering and ALE enabled efficient FAL production in C. glutamicum from wheat straw hydrolysate for the first time. Therefore, this study provides useful metabolic engineering principles to tailor this bacterium for other products from this second-generation feedstock.
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Affiliation(s)
- Felix Werner
- Microbial Biotechnology, Campus Straubing for Biotechnology and Sustainability, Technical University of Munich, Uferstraße 53, 94315, Straubing, Germany
| | - Lynn S Schwardmann
- Genetics of Prokaryotes, Faculty of Biology and CeBiTec, Bielefeld University, Bielefeld, Germany
| | - Daniel Siebert
- Microbial Biotechnology, Campus Straubing for Biotechnology and Sustainability, Technical University of Munich, Uferstraße 53, 94315, Straubing, Germany
- SynBiofoundry@TUM, Technical University of Munich, Straubing, Germany
| | | | - Jörn Kalinowski
- Microbial Genomics and Biotechnology, CeBiTec, Bielefeld University, Bielefeld, Germany
| | - Marie-Theres Wirth
- Microbial Biotechnology, Campus Straubing for Biotechnology and Sustainability, Technical University of Munich, Uferstraße 53, 94315, Straubing, Germany
| | - Katharina Hofer
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Ralf Takors
- Institute of Biochemical Engineering, University of Stuttgart, Stuttgart, Germany
| | - Volker F Wendisch
- Genetics of Prokaryotes, Faculty of Biology and CeBiTec, Bielefeld University, Bielefeld, Germany
| | - Bastian Blombach
- Microbial Biotechnology, Campus Straubing for Biotechnology and Sustainability, Technical University of Munich, Uferstraße 53, 94315, Straubing, Germany.
- SynBiofoundry@TUM, Technical University of Munich, Straubing, Germany.
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Takeno S, Hirata Y, Kitamura K, Ohtake T, Aoki K, Murata N, Hayashi M, Ikeda M. Metabolic engineering to produce palmitic acid or palmitoleic acid in an oleic acid-producing Corynebacterium glutamicum strain. Metab Eng 2023; 78:148-158. [PMID: 37286071 DOI: 10.1016/j.ymben.2023.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/14/2023] [Accepted: 06/04/2023] [Indexed: 06/09/2023]
Abstract
Focusing on the differences in the catalytic properties of two type I fatty acid synthases FasA and FasB, the fasA gene was disrupted in an oleic acid-producing Corynebacterium glutamicum strain. The resulting oleic acid-requiring strain whose fatty acid synthesis depends only on FasB exhibited almost exclusive production (217 mg/L) of palmitic acid (C16:0) from 1% glucose under the conditions supplemented with the minimum concentration of sodium oleate for growth. Plasmid-mediated amplification of fasB led to a 1.47-fold increase in palmitic acid production (320 mg/L), while fasB disruption resulted in no fatty acid production, with excretion of malonic acid (30 mg/L). Next, aiming at conversion of the palmitic acid producer to a producer of palmitoleic acid (POA, C16:1Δ9), we introduced the Pseudomonas nitroreducens Δ9-desaturase genes desBC into the palmitic acid producer. Although this resulted in failure, we noticed the emergence of suppressor mutants that exhibited the oleic acid-non-requiring phenotype. Production experiments revealed that one such mutant M-1 undoubtedly produced POA (17 mg/L) together with palmitic acid (173 mg/L). Whole genomic analysis and subsequent genetic analysis identified the suppressor mutation of strain M-1 as a loss-of-function mutation for the DtxR protein, a global regulator of iron metabolism. Considering that DesBC are both iron-containing enzymes, we investigated the conditions for increased iron availability to improve the DesBC-dependent conversion ratio of palmitic acid to POA. Eventually, supplementation of both hemin and the iron chelator protocatechuic acid in the engineered strain dramatically enhanced POA production to 161 mg/L with a conversion ratio of 80.1%. Cellular fatty acid analysis revealed that the POA-producing cells were really equipped with unnatural membrane lipids comprised predominantly of palmitic acid (85.1% of total cellular fatty acids), followed by non-native POA (12.4%).
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Affiliation(s)
- Seiki Takeno
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Yosuke Hirata
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Kako Kitamura
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Tatsunori Ohtake
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Kuniyoshi Aoki
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Noriko Murata
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan
| | - Mikiro Hayashi
- Bioprocess Development Center, Kyowa Hakko Bio Co., Ltd., Tsukuba, Ibaraki, Japan
| | - Masato Ikeda
- Department of Agricultural and Life Sciences, Faculty of Agriculture, Shinshu University, Nagano, Japan.
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Homayoonfar M, Roosta Azad R, Sardari S. Analytical methods in fatty acid analysis for microbial applications: the recent trends. Prep Biochem Biotechnol 2021; 51:937-952. [PMID: 34506247 DOI: 10.1080/10826068.2021.1881910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Fatty acids are among the most important components of many biological systems and have been highlighted in many research fields in recent decades. In the food industry, it is important to check the amount and types of fatty acids in edible oils, beverages and other foods products, and checking the fatty acids parameters are among the quality control parameters for those products. In medical applications, investigation of fatty acids in biological samples and comparing imbalances in them can help to diagnose some diseases. On the other hand, the development of cell factories for the production of biofuels and other valuable chemicals requires the accurate analysis of fatty acids, which serve as precursors in development of those products. As a result, given all these different applications of fatty acids, rapid and accurate methods for characterization and quantification of fatty acids are essential. In recent years, various methods for the analysis of fatty acids have been proposed, which according to the specific purpose of the analysis, some of them can be used with consideration of speed, accuracy and cost. In this article, the available methods for the analysis of fatty acids are reviewed with a special emphasis on the analysis of microbial samples to pave the way for more widespread metabolic engineering research.
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Affiliation(s)
- Mohammad Homayoonfar
- Chemical and Petroleum Engineering Department, Sharif University of Technology, Tahran, Iran.,Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Reza Roosta Azad
- Chemical and Petroleum Engineering Department, Sharif University of Technology, Tahran, Iran
| | - Soroush Sardari
- Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
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A Futile Metabolic Cycle of Fatty Acyl-CoA Hydrolysis and Resynthesis in Corynebacterium glutamicum and Its Disruption Leading to Fatty Acid Production. Appl Environ Microbiol 2021; 87:AEM.02469-20. [PMID: 33310719 PMCID: PMC7851686 DOI: 10.1128/aem.02469-20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Fatty acyl-CoA thioesterase (Tes) and acyl-CoA synthetase (FadD) catalyze opposing reactions between acyl-CoAs and free fatty acids. Within the genome of Corynebacterium glutamicum, several candidate genes for each enzyme are present, although their functions remain unknown. Modified expressions of the candidate genes in the fatty acid producer WTΔfasR led to identification of one tes gene (tesA) and two fadD genes (fadD5 and fadD15), which functioned positively and negatively in fatty acid production, respectively. Genetic analysis showed that fadD5 and fadD15 are responsible for utilization of exogenous fatty acids and that tesA plays a role in supplying fatty acids for synthesis of the outer layer components mycolic acids. Enzyme assays and expression analysis revealed that tesA, fadD5, and fadD15 were co-expressed to create a cyclic route between acyl-CoAs and fatty acids. When fadD5 or fadD15 was disrupted in wild-type C. glutamicum, both disruptants excreted fatty acids during growth. Double disruptions of them resulted in a synergistic increase in production. Additional disruption of tesA revealed a canceling effect on production. These results indicate that the FadDs normally shunt the surplus of TesA-generated fatty acids back to acyl-CoAs for lipid biosynthesis and that interception of this shunt provokes cells to overproduce fatty acids. When this strategy was applied to a fatty acid high-producer, the resulting fadDs-disrupted and tesA-amplified strain exhibited a 72% yield increase relative to its parent and produced fatty acids, which consisted mainly of oleic acid, palmitic acid, and stearic acid, on the gram scale per liter from 1% glucose.IMPORTANCE The industrial amino acid producer Corynebacterium glutamicum has currently evolved into a potential workhorse for fatty acid production. In this organism, we obtained evidence showing the presence of a unique mechanism of lipid homeostasis, namely, a formation of a futile cycle of acyl-CoA hydrolysis and resynthesis mediated by acyl-CoA thioesterase (Tes) and acyl-CoA synthetase (FadD), respectively. The biological role of the coupling of Tes and FadD would be to supply free fatty acids for synthesis of the outer layer components mycolic acids and to recycle their surplusage to acyl-CoAs for membrane lipid synthesis. We further demonstrated that engineering of the cycle in a fatty acid high-producer led to dramatically improved production, which provides a useful engineering strategy for fatty acid production in this industrially important microorganism.
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Stella RG, Wiechert J, Noack S, Frunzke J. Evolutionary engineering of
Corynebacterium glutamicum. Biotechnol J 2019; 14:e1800444. [DOI: 10.1002/biot.201800444] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 01/23/2019] [Indexed: 01/02/2023]
Affiliation(s)
- Roberto G. Stella
- Institute of Bio‐ and Geosciences, IBG‐1: Biotechnology, Forschungszentrum Jülich Wilhelm‐Johnen‐Straße 52428 Jülich Germany
| | - Johanna Wiechert
- Institute of Bio‐ and Geosciences, IBG‐1: Biotechnology, Forschungszentrum Jülich Wilhelm‐Johnen‐Straße 52428 Jülich Germany
| | - Stephan Noack
- Institute of Bio‐ and Geosciences, IBG‐1: Biotechnology, Forschungszentrum Jülich Wilhelm‐Johnen‐Straße 52428 Jülich Germany
| | - Julia Frunzke
- Institute of Bio‐ and Geosciences, IBG‐1: Biotechnology, Forschungszentrum Jülich Wilhelm‐Johnen‐Straße 52428 Jülich Germany
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