RESUMEN
Cadaverine is a fundamental C5 building block in the production of polyamides. Due to the limited regeneration efficiency of intracellular pyridoxal 5'-phosphate (PLP), the current fermentation-based production of cadaverine exhibits low efficiency. In this study, we developed an Escherichia coli strain L01 by introducing lysine decarboxylase (lysine decarboxylase, LDC, a key enzyme in the synthesis of cadaverine) into a lysine-producing strain E. coli LY-4, achieving a cadaverine tier of 1.07 g/L in shake flask fermentation. Subsequently, a dual metabolic pathway enhancement strategy was proposed to synergistically strengthen both endogenous and exogenous PLP synthesis modules, thereby improving intracellular PLP synthesis. The optimized strain L11 achieved a cadaverine titer of 9.23 g/L in shake flask fermentation. Finally, the fermentation process for cadaverine production by strain L11 was optimized in a 5 L fermenter. After 48 h of fed-batch fermentation, the engineered strain L11 achieved the cadaverine titer, yield, and productivity of 54.43 g/L, 0.22 g/g, and 1.13 g/(L·h), respectively. This study provides a theoretical and technical foundation for establishing microbial cell factories for bioamine production.
Asunto(s)
Cadaverina , Carboxiliasas , Escherichia coli , Fermentación , Ingeniería Metabólica , Fosfato de Piridoxal , Cadaverina/biosíntesis , Cadaverina/metabolismo , Ingeniería Metabólica/métodos , Escherichia coli/metabolismo , Escherichia coli/genética , Carboxiliasas/genética , Carboxiliasas/metabolismo , Fosfato de Piridoxal/metabolismoRESUMEN
L-lysine is an essential amino acid with broad applications in the animal feed, human food, and pharmaceutical industries. The fermentation production of L-lysine by Escherichia coli has limitations such as poor substrate utilization efficiency and low saccharide conversion rates. We deleted the global regulatory factor gene mlc and introduced heterologous genes, including the maltose phosphotransferase genes (malAP) from Bacillus subtilis, to enhance the use efficiency of disaccharides and trisaccharides. The engineered strain E. coli XC3 demonstrated improved L-lysine production, yield, and productivity, which reached 160.00 g/L, 63.78%, and 4.44 g/(Lâ§h), respectively. Furthermore, we overexpressed the glutamate dehydrogenase gene (gdhA) and assimilated nitrate reductase genes (BsnasBC) from B. subtilis, along with nitrite reductase genes (EcnirBD) from E. coli, in strain E. coli XC3. This allowed the construction of E. coli XC4 with a nitrate assimilation pathway. The L-lysine production, yield, and productivity of E. coli XC4 were elevated to 188.00 g/L, 69.44%, and 5.22 g/(Lâ§h), respectively. After optimization of the residual sugar concentration and carbon to nitrogen ratio, the L-lysine production, yield, and productivity were increased to 204.00 g/L, 72.32%, and 5.67 g/(Lâ§h), respectively, in a 5 L fermenter. These values represented the increases of 40.69%, 20.03%, and 40.69%, respectively, compared with those of the starting strain XC1. By engineering the substrate utilization pathway, we successfully constructed a high-yield L-lysine producing strain, laying a solid foundation for the industrial production of L-lysine.
Asunto(s)
Bacillus subtilis , Escherichia coli , Fermentación , Lisina , Ingeniería Metabólica , Escherichia coli/genética , Escherichia coli/metabolismo , Lisina/biosíntesis , Lisina/metabolismo , Bacillus subtilis/genética , Bacillus subtilis/metabolismo , Glutamato Deshidrogenasa/metabolismo , Glutamato Deshidrogenasa/genética , Nitrato-Reductasa/genética , Nitrato-Reductasa/metabolismoRESUMEN
Indigo, as a water-soluble non-azo colorant, is widely used in textile, food, pharmaceutical and other industrial fields. Currently, indigo is primarily synthesized by chemical methods, which causes environmental pollution, potential safety hazards, and other issues. Therefore, there is an urgent need to find a safer and greener synthetic method. In this study, a dual-enzyme cascade pathway was constructed with the tryptophan synthase (tryptophanase, EcTnaA) from Escherichia coli and flavin-dependent monooxygenase (flavin-dependent monooxygenase, MaFMO) from Methylophaga aminisulfidivorans to synthesize indigo with L-tryptophan as substrate. A recombinant strain EM-IND01 was obtained. The beneficial mutant MaFMOD197E was obtained by protein engineering of the rate-limiting enzyme MaFMO. MaFMOD197E showed the specific activity and kcat/Km value 2.36 times and 1.34 times higher than that of the wild type, respectively. Furthermore, MaFMOD197E was introduced into the strain EM-IND01 to construct the strain EM-IND02. After the fermentation conditions were optimized, the strain achieved the indigo titer of (1 288.59±7.50) mg/L, the yield of 0.86 mg/mg L-tryptophan, and the productivity of 26.85 mg/(L·h) in a 5 L fermenter. Protein engineering was used to obtain mutants with increased MaFMO activity in this study, which laid a foundation for industrial production of indigo.
Asunto(s)
Escherichia coli , Carmin de Índigo , Triptófano , Carmin de Índigo/metabolismo , Triptófano/metabolismo , Triptófano/biosíntesis , Escherichia coli/genética , Escherichia coli/metabolismo , Ingeniería de Proteínas , Triptofanasa/genética , Triptofanasa/metabolismo , Triptófano Sintasa/metabolismo , Triptófano Sintasa/genética , Fermentación , Oxigenasas/genética , Oxigenasas/metabolismoRESUMEN
It is accepted that cancer stem cells (CSCs) are key to the occurrence, progression, drug resistance, and recurrence of bladder cancer (BLCA). Here, we aimed to characterize the landscapes of CSCs and investigate the biological and clinical signatures based on a prognostic model constructed by genes associated with CSCs. The malignant epithelial cells were discovered and sorted into six clusters through single cell analysis. C2 was identified as the CSCs. The signaling involved in the interactions between C2, cancer-associated fibroblasts (CAFs), and immune cells mainly consisted of MK, THBS, ANGPTL, VISFATIN, JAM, and ncWNT pathways. The CSC-like prognostic index (CSCLPI) constructed by the random survival forest was a reliable risk factor for BLCA and had a stable and powerful effect on predicting the overall survival of patients with BLCA. The level of CAFs was higher among patients with higher CSCLPI scores, suggesting that CAFs play a significant role in regulating biological characteristics. The CSCLPI-developed survival prediction nomogram has the potential to be applied clinically to predict the 1-, 2-, 3-, and 5-year overall survival of patients with BLCA. The CSCLPI can be used for prognostic prediction and drug treatment evaluation in the clinic.
RESUMEN
Background: Anoikis is a form of programmed cell death essential for preventing cancer metastasis. In some solid cancer, anoikis resistance can facilitate tumor progression. However, this phenomenon is underexplored in clear-cell renal cell carcinoma (ccRCC). Methods: Using SVM machine learning, we identified core anoikis-related genes (ARGs) from ccRCC patient transcriptomic data. A LASSO Cox regression model stratified patients into risk groups, informing a prognostic model. GSVA and ssGSEA assessed immune infiltration, and single-cell analysis examined ARG expression across immune cells. Quantitative PCR and immunohistochemistry validated ARG expression differences between immune therapy responders and non-responders in ccRCC. Results: ARGs such as CCND1, CDKN3, PLK1, and BID were key in predicting ccRCC outcomes, linking higher risk with increased Treg infiltration and reduced M1 macrophage presence, indicating an immunosuppressive environment facilitated by anoikis resistance. Single-cell insights showed ARG enrichment in Tregs and dendritic cells, affecting immune checkpoints. Immunohistochemical analysis reveals that ARGs protein expression is markedly elevated in ccRCC tissues responsive to immunotherapy. Conclusion: This study establishes a novel anoikis resistance gene signature that predicts survival and immunotherapy response in ccRCC, suggesting that manipulating the immune environment through these ARGs could improve therapeutic strategies and prognostication in ccRCC.
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Anoicis , Carcinoma de Células Renales , Neoplasias Renales , Análisis de la Célula Individual , Humanos , Carcinoma de Células Renales/inmunología , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Carcinoma de Células Renales/tratamiento farmacológico , Anoicis/efectos de los fármacos , Neoplasias Renales/inmunología , Neoplasias Renales/genética , Neoplasias Renales/patología , Pronóstico , Regulación Neoplásica de la Expresión Génica , Resistencia a Antineoplásicos/genética , Microambiente Tumoral/inmunología , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Transcriptoma , Línea Celular Tumoral , Biomarcadores de Tumor/genética , Linfocitos T Reguladores/inmunología , Perfilación de la Expresión Génica , Masculino , MultiómicaRESUMEN
Exploring the promiscuity of native enzymes presents a promising strategy for expanding their synthetic applications, particularly for catalyzing challenging reactions in non-native contexts. In this study, we explore the promiscuous potential of old yellow enzymes (OYEs) to facilitate the Morita-Baylis-Hillman reaction (MBH reaction), leveraging substrate similarities between MBH reaction and reduction reaction. Using mass spectrometry and spectroscopic techniques, we confirm promiscuity of GkOYE in both MBH and reduction reactions. By blocking H- and H+ transfer pathways, we engineer GkOYE.8, which loses its reduction ability but enhances its MBH activity. The structural basis of MBH reaction catalyzed by GkOYE.8 is obtained through mutation studies and kinetic simulations. Furthermore, enantiocomplementary mutants GkOYE.11 and GkOYE.13 are obtained by directed evolution, exhibiting the ability to accept various aromatic aldehydes and alkenes as substrates. This study demonstrates the potential of leveraging substrate similarities to unlock enzyme functionalities, enabling the catalysis of new-to-nature reactions.
Asunto(s)
Biocatálisis , Especificidad por Sustrato , Cinética , Aldehídos/metabolismo , Aldehídos/química , Catálisis , Mutación , Alquenos/metabolismo , Alquenos/química , Proteínas Bacterianas/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/química , Ingeniería de ProteínasRESUMEN
Hyperosmotic stress tolerance is crucial for Saccharomyces cerevisiae in producing value-added products from renewable feedstock. The limited understanding of its tolerance mechanism has impeded the application of these microbial cell factories. Previous studies have shown that Med3 plays a role in hyperosmotic stress in S. cerevisiae. However, the specific function of Med3 in hyperosmotic stress tolerance remains unclear. In this study, we showed that the deletion of the mediator Med3 impairs S. cerevisiae growth under hyperosmotic stress. Phenotypic analyses and yeast two-hybrid assays revealed that Med3 interacts with the transcription factor Stb5 to regulate the expression of the genes gnd1 and ald6, which are involved in NADPH production under hyperosmotic stress conditions. The deletion of med3 resulted in a decrease in intracellular NADPH content, leading to increased oxidative stress and elevated levels of intracellular reactive oxygen species under hyperosmotic stress, thereby impacting bud formation. These findings highlight the significant role of Med3 as a regulator in maintaining NADPH generation and redox homeostasis in S. cerevisiae during hyperosmotic stress.IMPORTANCEHyperosmotic stress tolerance in the host strain is a significant challenge for fermentation performance in industrial production. In this study, we showed that the S. cerevisiae mediator Med3 is essential for yeast growth under hyperosmotic conditions. Med3 interacts with the transcription factor Stb5 to regulate the expression of genes involved in the NADPH-generation system during hyperosmotic stress. Adequate NADPH ensures the timely removal of excess reactive oxygen species and supports bud formation under these conditions. This work highlights the crucial role of Med3 as a regulator in maintaining NADPH generation and redox homeostasis in S. cerevisiae during hyperosmotic stress.
Asunto(s)
NADP , Presión Osmótica , Proteínas de Saccharomyces cerevisiae , Saccharomyces cerevisiae , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/crecimiento & desarrollo , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , NADP/metabolismo , Factores de Transcripción/metabolismo , Factores de Transcripción/genética , Regulación Fúngica de la Expresión Génica , Estrés Oxidativo , Complejo Mediador/metabolismo , Complejo Mediador/genética , Especies Reactivas de Oxígeno/metabolismoRESUMEN
Para-hydroxybenzoic acid (PHBA) is extensively used as an additive in the food and cosmetics industries, significantly enhancing product shelf life and stability. While microbial fermentation offers an environment-friendly and sustainable method for producing PHBA, the titer and productivity are limited due to product toxicity and complex metabolic flux distributions. Here, we initially redesigned a L-phenylalanine-producing Escherichia coli by employing rational metabolic engineering strategies, resulting in the production of PHBA reached the highest reported level of 14.17 g/L. Subsequently, a novel accelerated evolution system was devised comprising deaminase, the alpha subunit of RNA polymerase, an uracil-DNA glycosylase inhibitor, and the PHBA-responsive promoter PyhcN. This system enabled us to obtain a mutant strain exhibiting a 47% increase in the half-inhibitory concentration (IC50) for PHBA within 15 days. Finally, the evolved strain achieved a production of 21.35 g/L PHBA in a 5-L fermenter, with a yield of 0.19 g/g glucose and a productivity rate of 0.44 g/L/h. This engineered strain emerges as a promising candidate for industrial production of PHBA through an eco-friendly approach.
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Escherichia coli , Fermentación , Ingeniería Metabólica , Parabenos , Escherichia coli/genética , Escherichia coli/metabolismo , Parabenos/metabolismoRESUMEN
Aromatic d-amino acids (d-AAs) play a pivotal role as important chiral building blocks and key intermediates in fine chemical and drug synthesis. Meso-diaminopimelate dehydrogenase (DAPDH) serves as an excellent biocatalyst in the synthesis of d-AAs and their derivatives. However, its strict substrate specificity and the lack of efficient engineering methods have hindered its widespread application. Therefore, this study aims to elucidate the catalytic mechanism underlying DAPDH from Proteus vulgaris (PvDAPDH) through the examination of its crystallographic structure, computational simulations of potential energies and molecular dynamics simulations, and site-directed mutagenesis. Mechanism-guided computational design showed that the optimal mutant PvDAPDH-M3 increased specific activity and catalytic efficiency (kcat/Km) for aromatic keto acids up to 124-fold and 92.4-fold, respectively, compared to that of the wild type. Additionally, it expanded the substrate scope to 10 aromatic keto acid substrates. Finally, six high-value-added aromatic d-AAs and their derivatives were synthesized using a one-pot three-enzyme cascade reaction, exhibiting a good conversion rate ranging from 32 to 84% and excellent stereoselectivity (enantiomeric excess >99%). These findings provide a potential synthetic pathway for the green industrial production of aromatic d-AAs.
Asunto(s)
Aminoácido Oxidorreductasas , Aminoácidos Aromáticos , Simulación de Dinámica Molecular , Mutagénesis Sitio-Dirigida , Aminoácido Oxidorreductasas/metabolismo , Aminoácido Oxidorreductasas/genética , Aminoácido Oxidorreductasas/química , Especificidad por Sustrato , Aminoácidos Aromáticos/metabolismo , Aminoácidos Aromáticos/biosíntesis , Proteus vulgaris/enzimología , Proteus vulgaris/genética , Biocatálisis , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Proteínas Bacterianas/químicaRESUMEN
1,4-cyclohexanedimethylamine (1,4-BAC) is an important monomer for bio-based materials, it finds wide applications in various fields including organic synthesis, medicine, chemical industry, and materials. At present, its synthesis primarily relies on chemical method, which suffer from issues such as expensive metal catalyst, harsh reaction conditions, and safety risks. Therefore, it is necessary to explore greener alternatives for its synthesis. In this study, a two-bacterium three-enzyme cascade conversion pathway was successfully developed to convert 1,4-cyclohexanedicarboxaldehyde to 1,4-cyclohexanedimethylamine. This pathway used Escherichia coli derived aminotransferase (EcTA), Saccharomyces cerevisiae derived glutamate dehydrogenase (ScGlu-DH), and Candida boidinii derived formate dehydrogenase (CbFDH). Through structure-guided protein engineering, a beneficial mutant, EcTAF91Y, was obtained, exhibiting a 2.2-fold increase in specific activity and a 1.9-fold increase in kcat/Km compared to that of the wild type. By constructing recombinant strains and optimizing reaction conditions, it was found that under the optimal conditions, a substrate concentration of 40 g/L could produce (27.4±0.9) g/L of the product, corresponding to a molar conversion rate of 67.5%±2.1%.
Asunto(s)
Escherichia coli , Saccharomyces cerevisiae , Escherichia coli/metabolismo , Escherichia coli/genética , Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/enzimología , Transaminasas/metabolismo , Transaminasas/genética , Ingeniería de Proteínas , Glutamato Deshidrogenasa/metabolismo , Glutamato Deshidrogenasa/genética , Formiato Deshidrogenasas/metabolismo , Formiato Deshidrogenasas/genética , Candida/enzimología , Candida/metabolismo , Ciclohexilaminas/metabolismoRESUMEN
The hydroxylation of remote C(sp3)-H bonds in aliphatic amino acids yields crucial precursors for the synthesis of high-value compounds. However, accurate regulation of the regioselectivity of remote C(sp3)-H bonds hydroxylation in aliphatic amino acids continues to be a common challenge in chemosynthesis and biosynthesis. In this study, the Fe(II)/α-ketoglutarate-dependent dioxygenase from Bacillus subtilis (BlAH) was mined and found to catalyze hydroxylation at the γ and δ sites of aliphatic amino acids. Crystal structure analysis, molecular dynamics simulations, and quantum chemical calculations revealed that regioselectivity was regulated by the spatial effect of BlAH. Based on these results, the spatial effect of BlAH was reconstructed to stabilize the transition state at the δ site of aliphatic amino acids, thereby successfully reversing the γ site regioselectivity to the δ site. For example, the regioselectivity of L-Homoleucine (5 a) was reversed from the γ site (1 : 12) to the δ site (>99 : 1). The present study not only expands the toolbox of biocatalysts for the regioselective functionalization of remote C(sp3)-H bonds, but also provides a theoretical guidance for the precision-driven modification of similarly remote C(sp3)-H bonds in complex molecules.
Asunto(s)
Aminoácidos , Bacillus subtilis , Dioxigenasas , Ácidos Cetoglutáricos , Hidroxilación , Bacillus subtilis/enzimología , Dioxigenasas/metabolismo , Dioxigenasas/química , Ácidos Cetoglutáricos/metabolismo , Ácidos Cetoglutáricos/química , Aminoácidos/química , Aminoácidos/metabolismo , Estereoisomerismo , Compuestos Ferrosos/química , Compuestos Ferrosos/metabolismo , Simulación de Dinámica MolecularRESUMEN
l-Phenylalanine (l-Phe) is widely used in the food and pharmaceutical industries. However, the biosynthesis of l-Phe using Escherichia coli remains challenging due to its lower tolerance to high concentration of l-Phe. In this study, to efficiently synthesize l-Phe, the l-Phe biosynthetic pathway was reconstructed by expressing the heterologous genes aroK1, aroL1, and pheA1, along with the native genes aroA, aroC, and tyrB in the shikimate-producing strain E. coli SA09, resulting in the engineered strain E. coli PHE03. Subsequently, adaptive evolution was conducted on E. coli PHE03 to enhance its tolerance to high concentrations of l-Phe, resulting in the strain E. coli PHE04, which reduced the cell mortality to 36.2% after 48 h of fermentation. To elucidate the potential mechanisms, transcriptional profiling was conducted, revealing MarA, a DNA-binding transcriptional dual regulator, as playing a crucial role in enhancing cell membrane integrity and fluidity for improving cell tolerance to high concentrations of l-Phe. Finally, the titer, yield, and productivity of l-Phe with E. coli PHE05 overexpressing marA were increased to 80.48 g/L, 0.27 g/g glucose, and 1.68 g/L/h in a 5-L fed-batch fermentation, respectively.
Asunto(s)
Escherichia coli , Fermentación , Ingeniería Metabólica , Fenilalanina , Escherichia coli/genética , Escherichia coli/metabolismo , Fenilalanina/metabolismo , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Vías BiosintéticasRESUMEN
Cadaverine is a critical C5 monomer for the production of polyamides. Pyridoxal 5'-phosphate (PLP), as a crucial cofactor for the key enzyme lysine decarboxylase in the cadaverine biosynthesis pathway, has seen a persistent shortage, leading to limitations in cadaverine production. To address this issue, a dual-pathway strategy was implemented, synergistically enhancing both endogenous and heterologous PLP synthesis modules and resulting in improved PLP synthesis. Subsequently, a growth-stage-dependent molecular switch was introduced to balance the precursor competition between PLP synthesis and cell growth. Additionally, a PLP sensor-based negative feedback circuit was constructed by integrating a newly identified PLP-responsive promoter PygjH and an arabinose-regulated system, dynamically regulating the expression of the PLP synthetic genes and preventing excessive intracellular PLP accumulation. The optimal strain, L18, cultivated in the minimal medium AM1, demonstrated cadaverine production with a titer, yield, and productivity of 64.03 g/L, 0.23 g/g glucose, and 1.33 g/L/h, respectively. This represents the highest titer reported to date in engineered Escherichia coli by fed-batch fermentation in a minimal medium.
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Cadaverina , Medios de Cultivo , Escherichia coli , Ingeniería Metabólica , Fosfato de Piridoxal , Cadaverina/metabolismo , Cadaverina/biosíntesis , Fosfato de Piridoxal/metabolismo , Escherichia coli/genética , Escherichia coli/metabolismo , Ingeniería Metabólica/métodos , Medios de Cultivo/química , Regiones Promotoras Genéticas , Carboxiliasas/genética , Carboxiliasas/metabolismoRESUMEN
The widespread attention towards 1,4-butanediol (BDO) as a key chemical raw material stems from its potential in producing biodegradable plastics. However, the efficiency of its biosynthesis via current bioprocesses is limited. In this study, a dual-pathway approach for 1,4-BDO production from succinic acid was developed. Specifically, a double-enzyme catalytic pathway involving carboxylic acid reductase and ethanol dehydrogenase was proposed. Optimization of the expression levels of the pathway enzymes led to a significant 318 % increase in 1,4-BDO titer. Additionally, the rate-limiting enzyme MmCAR was engineered to enhance the kcat/KM values by 50 % and increase 1,4-BDO titer by 46.7 %. To address cofactor supply limitations, an NADPH and ATP cycling system was established, resulting in a 48.9 % increase in 1,4-BDO production. Ultimately, after 48â hours, 1,4-BDO titers reached 201â mg/L and 1555â mg/L in shake flask and 5â L fermenter, respectively. This work represents a significant advancement in 1,4-BDO synthesis from succinic acid, with potential applications in the organic chemical and food industries.
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Butileno Glicoles , Escherichia coli , Ácido Succínico , Butileno Glicoles/metabolismo , Butileno Glicoles/química , Ácido Succínico/metabolismo , Ácido Succínico/química , Escherichia coli/metabolismo , Escherichia coli/genética , Biocatálisis , Alcohol Deshidrogenasa/metabolismo , Oxidorreductasas/metabolismo , Oxidorreductasas/genética , FermentaciónRESUMEN
P-coumaric acid (p-CA), a pant metabolite with antioxidant and anti-inflammatory activity, is extensively utilized in biomedicine, food, and cosmetics industry. In this study, a synthetic pathway (PAL) for p-CA was designed, integrating three enzymes (AtPAL2, AtC4H, AtATR2) into a higher l-phenylalanine-producing strain Escherichia coli PHE05. However, the lower soluble expression and activity of AtC4H in the PAL pathway was a bottleneck for increasing p-CA titers. To overcome this limitation, the soluble expression of AtC4H was enhanced through N-terminal modifications. And an optimal mutant, AtC4HL373T/G211H, which exhibited a 4.3-fold higher kcat/Km value compared to the wild type, was developed. In addition, metabolic engineering strategies were employed to increase the intracellular NADPH pool. Overexpression of ppnk in engineered E. coli PHCA20 led to a 13.9-folds, 1.3-folds, and 29.1% in NADPH content, the NADPH/NADP+ ratio and p-CA titer, respectively. These optimizations significantly enhance p-CA production, in a 5-L fermenter using fed-batch fermentation, the p-CA titer, yield and productivity of engineered strain E. coli PHCA20 were 3.09 g/L, 20.01 mg/g glucose, and 49.05 mg/L/h, respectively. The results presented here provide a novel way to efficiently produce the plant metabolites using an industrial strain.
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Ácidos Cumáricos , Escherichia coli , Glucosa , Ingeniería Metabólica , Propionatos , Escherichia coli/genética , Escherichia coli/metabolismo , Ácidos Cumáricos/metabolismo , Ingeniería Metabólica/métodos , Glucosa/metabolismo , Propionatos/metabolismoRESUMEN
D-allulose is a naturally occurring rare sugar and beneficial to human health. However, the efficient biosynthesis of D-allulose remains a challenge. Here, we mined a new D-tagatose 3-epimerase from Kroppenstedtia eburnean (KeDt3e) with high catalytic efficiency. Initially, crucial factors contributing to the low conversion of KeDt3e were identified through crystal structure analysis, density functional theory calculations (DFT), and molecular dynamics (MD) simulations. Subsequently, based on the mechanism, combining restructuring the flexible region, proline substitution based onconsensus sequence analysis, introducing disulfide bonds, and grafting properties, and reshaping the active center, the optimal mutant M5 of KeDt3e was obtained with enhanced thermostability and activity. The optimal mutant M5 exhibited an enzyme activity of 130.8â¯U/mg, representing a 1.2-fold increase; Tm value increased from 52.7 °C to 71.2 °C; and half-life at 55 °C extended to 273.7â¯min, representing a 58.2-fold improvement, and the detailed mechanism of performance improvement was analyzed. Finally, by screening the ribosome-binding site (RBS) of the optimal mutant M5 recombinant bacterium (G01), the engineered strain G08 with higher expression levels was obtained. The engineered strain G08 catalyzed 500â¯g/L D-fructose to produce 172.4â¯g/L D-allulose, with a conversion of 34.4% in 0.5 h and productivity of 344.8â¯g/L/h on a 1â¯L scale. This study presents a promising approach for industrial-scale production of D-allulose.
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Carbohidrato Epimerasas , Estabilidad de Enzimas , Hexosas , Hexosas/metabolismo , Carbohidrato Epimerasas/genética , Carbohidrato Epimerasas/metabolismo , Carbohidrato Epimerasas/química , Simulación de Dinámica Molecular , Fructosa/metabolismo , Cinética , Proteínas Bacterianas/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/química , Especificidad por Sustrato , Ingeniería de Proteínas , Racemasas y Epimerasas/metabolismo , Racemasas y Epimerasas/genética , Racemasas y Epimerasas/químicaRESUMEN
Pyridoxal 5'-phosphate (PLP) is highly valuable in food and medicine. However, achieving the efficient biosynthesis of PLP remains challenging. Here, a salvage pathway using acid phosphatase from Salmonella typhi (StAPase) and pyridoxine oxidase from Escherichia coli (EcPNPO) as pathway enzymes was established for the first time to synthesize PLP from pyridoxine (PN) and pyrophosphate (PPi). StAPase was identified as a rate-limiting enzyme. Two protein modification strategies were developed based on the PN phosphorylation mechanism: (1) improving the binding of PN into StAPase and (2) enhancing the hydrophobicity of StAPase's substrate binding pocket. The kcat/Km of optimal mutant M7 was 4.9 times higher than that of the wild type. The detailed mechanism of performance improvement was analyzed. Under the catalysis of M7 and EcPNPO, a PLP high-yielding strain of 14.5 ± 0.55 g/L was engineered with a productivity of 1.0 ± 0.02 g/(L h) (the highest to date). The study suggests a promising method for industrial-scale PLP production.
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Functional DNAs are valuable molecular tools in chemical biology and analytical chemistry but suffer from low activities due to their limited chemical functionalities. Here, we present a chemoenzymatic method for site-specific installation of diverse functional groups on DNA, and showcase the application of this method to enhance the catalytic activity of a DNA catalyst. Through chemoenzymatic introduction of distinct chemical groups, such as hydroxyl, carboxyl, and benzyl, at specific positions, we achieve significant enhancements in the catalytic activity of the RNA-cleaving deoxyribozyme 10-23. A single carboxyl modification results in a 100-fold increase, while dual modifications (carboxyl and benzyl) yield an approximately 700-fold increase in activity when an RNA cleavage reaction is catalyzed on a DNA-RNA chimeric substrate. The resulting dually modified DNA catalyst, CaBn, exhibits a kobs of 3.76 min-1 in the presence of 1 mM Mg2+ and can be employed for fluorescent imaging of intracellular magnesium ions. Molecular dynamics simulations reveal the superior capability of CaBn to recruit magnesium ions to metal-ion-binding site 2 and adopt a catalytically competent conformation. Our work provides a broadly accessible strategy for DNA functionalization with diverse chemical modifications, and CaBn offers a highly active DNA catalyst with immense potential in chemistry and biotechnology.
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ADN Catalítico , ARN Catalítico , Secuencia de Bases , Magnesio , ADN Catalítico/química , ADN , ARN/química , Iones , Conformación de Ácido Nucleico , Catálisis , ARN Catalítico/metabolismoRESUMEN
l-Amino acid oxidase (LAAO) is an important biocatalyst used for synthesizing α-keto acids. LAAO from Rhodococcus opacus (RoLAAO) has a broad substrate spectrum; however, its low total turnover number limits its industrial use. To overcome this, we aimed to employ crystal structure-guided density functional theory calculations and molecular dynamic simulations to investigate the catalytic mechanism. Two key steps were identified: S â [TS1] in step 1 and Int1 â [TS2] in step 2. We reprogrammed the transition states [TS1] and [TS2] to reduce the identified energy barrier and obtain a RoLAAO variant capable of catalyzing 19 kinds of l-amino acids to the corresponding high-value α-keto acids with a high total turnover number, yield (≥95.1 g/L), conversion rate (≥95%), and space-time yields ≥142.7 g/L/d in 12-24 h, in a 5 L reactor. Our results indicated the promising potential of the developed RoLAAO variant for use in the industrial production of α-keto acids while providing a potential catalytic-mechanism-guided protein design strategy to achieve the desired physical and catalytic properties of enzymes.
RESUMEN
Glutarate is a key monomer in polyester and polyamide production. The low efficiency of the current biosynthetic pathways hampers its production by microbial cell factories. Herein, through metabolic simulation, a lysine-overproducing E. coli strain Lys5 is engineered, achieving titer, yield, and productivity of 195.9 g/L, 0.67 g/g glucose, and 5.4 g/L·h, respectively. Subsequently, the pathway involving aromatic aldehyde synthase, monoamine oxidase, and aldehyde dehydrogenase (AMA pathway) is introduced into E. coli Lys5 to produce glutarate from glucose. To enhance the pathway's efficiency, rational mutagenesis on the aldehyde dehydrogenase is performed, resulting in the development of variant Mu5 with a 50-fold increase in catalytic efficiency. Finally, a glutarate tolerance gene cbpA is identified and genomically overexpressed to enhance glutarate productivity. With enzyme expression optimization, the glutarate titer, yield, and productivity of E. coli AMA06 reach 88.4 g/L, 0.42 g/g glucose, and 1.8 g/L·h, respectively. These findings hold implications for improving glutarate biosynthesis efficiency in microbial cell factories.