Linjiang Zhu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Linjiang Zhu has a total of 105 co-authors. Here are the top co-authors by number of shared publications:
- Xiaolong Chen
Zhejiang University of Technology
22 shared publications Yuele Lu
Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou, 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, China
9 shared publicationsXiaolong Chen
Institute of Fermentation Engineering, Zhejiang University of Technology
7 shared publications- Hanchi Chen
Zhejiang University of Technology
6 shared publications Jiacheng Feng
College of Biotechnology and Bioengineering Zhejiang University of Technology Hangzhou China
6 shared publicationsHanchi Chen
State Key Laboratory of Green Chemical Synthesis and Conversion, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, China; Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou, 310014, China
5 shared publications
Latest Publications
- 27 September 2026
- Published by Wiley in Biotechnology and Bioengineering
Remodeling the Active Site of Sucrose Phosphorylase for Effective Resveratrol Glycosylation
The plasticity of the enzyme active site is widespread in naturally evolved homologous enzymes, but has been less explored in engineered enzymes. In this study, the plasticity of the active site in sucrose phosphorylases (SPs) for 3‐O‐α‐glucopyranosyl‐resveratrol synthesis was obtained. The mutant R135L/Y344Q of Bl SP from Bifidobacterium lactis showed the same catalytic activity with the previous mutant Q345F, but displayed different microenvironment of active site and enzymatic properties. The new mutant could almost completely convert up to 15 g/L resveratrol into resveratrol glycoside without cosolvent, meanwhile, generate a new impurity 3‐O‐α‐diglucoside‐resveratrol, which was identified as 3‐O‐α‐maltosyl‐resveratrol.
- 27 September 2026
- Published by Wiley in Biotechnology and Bioengineering
Remodeling the Active Site of Sucrose Phosphorylase for Effective Resveratrol Glycosylation
The plasticity of the enzyme active site is widespread in naturally evolved homologous enzymes, but has been less explored in engineered enzymes. In this study, the plasticity of the active site in sucrose phosphorylases (SPs) for 3‐O‐α‐glucopyranosyl‐resveratrol synthesis was obtained. The mutant R135L/Y344Q of Bl SP from Bifidobacterium lactis showed the same catalytic activity with the previous mutant Q345F, but displayed different microenvironment of active site and enzymatic properties. The new mutant could almost completely convert up to 15 g/L resveratrol into resveratrol glycoside without cosolvent, meanwhile, generate a new impurity 3‐O‐α‐diglucoside‐resveratrol, which was identified as 3‐O‐α‐maltosyl‐resveratrol.
- 25 August 2026
- Published by American Chemical Society (ACS) in Journal of Agricultural and Food Chemistry
- Vol. 74 (35) , 27743-27756
Combined Pocket-Tunnel Diagnosis Guides Engineering of UGTs for Enhanced Sterol Glycosylation
Enzyme engineering drives green biocatalysis but lacks diagnostic tools to distinguish transport-limited from binding-limited catalytic bottlenecks, causing unnecessary trial and error. We developed the combined pocket-tunnel diagnosis (CPTD) framework to identify the rate-limiting step. It integrates static structural analysis with molecular dynamics to diagnose geometric and energetic barriers in the substrate transport and binding. Applying this to glycosyltransferase BsYjiC for the synthesis of bulky sterol glycosides revealed a steric tunnel bottleneck. A compact 44 mutant library achieved 5.5-fold, 9.4-fold, and 4.3-fold activity enhancements for DHEA, pregnenolone, and diosgenin, respectively. Subsequent cavity engineering boosted diosgenin activity 9.29-fold and expanded the substrate scope to cholesterol. Comparative validation confirmed diagnostic accuracy, as a pocket-first strategy failed for both DHEA and pregnenolone and yielded only marginal gains for diosgenin. In contrast, the same pocket mutations produced substantially greater enhancements after the tunnel bottleneck was removed.
- 25 August 2026
- Published by American Chemical Society (ACS) in Journal of Agricultural and Food Chemistry
- Vol. 74 (35) , 27743-27756
Combined Pocket-Tunnel Diagnosis Guides Engineering of UGTs for Enhanced Sterol Glycosylation
Enzyme engineering drives green biocatalysis but lacks diagnostic tools to distinguish transport-limited from binding-limited catalytic bottlenecks, causing unnecessary trial and error. We developed the combined pocket-tunnel diagnosis (CPTD) framework to identify the rate-limiting step. It integrates static structural analysis with molecular dynamics to diagnose geometric and energetic barriers in the substrate transport and binding. Applying this to glycosyltransferase BsYjiC for the synthesis of bulky sterol glycosides revealed a steric tunnel bottleneck. A compact 44 mutant library achieved 5.5-fold, 9.4-fold, and 4.3-fold activity enhancements for DHEA, pregnenolone, and diosgenin, respectively. Subsequent cavity engineering boosted diosgenin activity 9.29-fold and expanded the substrate scope to cholesterol. Comparative validation confirmed diagnostic accuracy, as a pocket-first strategy failed for both DHEA and pregnenolone and yielded only marginal gains for diosgenin. In contrast, the same pocket mutations produced substantially greater enhancements after the tunnel bottleneck was removed.
- 1 April 2026
- Published by American Chemical Society (ACS) in ACS Synthetic Biology
- Vol. 15 (4) , 1249-1263
Multifunctional Roles and Microbial Production Bottlenecks of Ergothioneine
Ergothioneine (EGT) is a unique natural chiral compound endowed with potent antioxidative, anti-inflammatory, and cytoprotective properties. Currently, EGT is primarily produced via bioextraction from mushrooms and chemical synthesis; however, the low efficiency and high costs associated with these methods hinder their ability to meet the growing market demand. Consequently, heterologous EGT production in non-native host strains (e.g., Escherichia coli and Corynebacterium glutamicum) has garnered increasing attention. With the rapid advancement of synthetic biology and metabolomics, remarkable progress has been achieved in EGT production in recent years, with the high titers have reached 7.2 g/L in E. coli and 9.3 g/L in Yarrowia lipolytica. Meanwhile, the development of a "chemoenzymatic catalytic cascade″ route has achieved the highest titer: 47.3 g/L. This review focuses on the latest advances in the discovery and identification of key enzymes involved in EGT biosynthetic and catabolic pathways and metabolic engineering strategies for EGT production. Additionally, the multifunctional roles and practical applications of EGT in the food, cosmetics, and pharmaceutical industries are summarized.
- 1 April 2026
- Published by American Chemical Society (ACS) in ACS Synthetic Biology
- Vol. 15 (4) , 1249-1263
Multifunctional Roles and Microbial Production Bottlenecks of Ergothioneine
Ergothioneine (EGT) is a unique natural chiral compound endowed with potent antioxidative, anti-inflammatory, and cytoprotective properties. Currently, EGT is primarily produced via bioextraction from mushrooms and chemical synthesis; however, the low efficiency and high costs associated with these methods hinder their ability to meet the growing market demand. Consequently, heterologous EGT production in non-native host strains (e.g., Escherichia coli and Corynebacterium glutamicum) has garnered increasing attention. With the rapid advancement of synthetic biology and metabolomics, remarkable progress has been achieved in EGT production in recent years, with the high titers have reached 7.2 g/L in E. coli and 9.3 g/L in Yarrowia lipolytica. Meanwhile, the development of a "chemoenzymatic catalytic cascade″ route has achieved the highest titer: 47.3 g/L. This review focuses on the latest advances in the discovery and identification of key enzymes involved in EGT biosynthetic and catabolic pathways and metabolic engineering strategies for EGT production. Additionally, the multifunctional roles and practical applications of EGT in the food, cosmetics, and pharmaceutical industries are summarized.
- 3 March 2026
- Published by Elsevier in Process Biochemistry
- Vol. 165, 92-99
Enhancing valinomycin production in Streptomyces sp. ZJUT-IFE-354 through nitrogen source and pH adjuster selection
- 3 March 2026
- Published by Elsevier in Process Biochemistry
- Vol. 165, 92-99
Enhancing valinomycin production in Streptomyces sp. ZJUT-IFE-354 through nitrogen source and pH adjuster selection
- Open Access
- 10 November 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (22) , 10886
From Biocontrol to Synthesis: Innovative Progress of Paenibacillus in Mechanism Analysis, Gene Editing and Platform Construction
Paenibacillus, a plant-growth-promoting rhizobacterium, exhibits broad-spectrum biocontrol activity through the production of diverse antibacterial metabolites, competitive niche colonization, induction of systemic resistance, and enhancement of nutrient uptake. The review summarizes recent advances in elucidating the synergistic interactions among its biocontrol mechanisms and their responses to environmental factors. Subsequently, it outlines gene editing and regulatory technologies applicable to Paenibacillus. Next, key synthetic biology strategies employed to enhance biosynthetic capabilities are examined. Finally, future prospects and challenges associated with advancing Paenibacillus toward precision engineering and high-efficiency applications are discussed. Notably, its role in industrial biotechnology—particularly in the scalable production of industrial enzymes and high-value chemicals—is increasingly recognized as a focal point of growing scientific and commercial interest.
- 10 November 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (22) , 10886
Open AccessFrom Biocontrol to Synthesis: Innovative Progress of Paenibacillus in Mechanism Analysis, Gene Editing and Platform Construction
Paenibacillus, a plant-growth-promoting rhizobacterium, exhibits broad-spectrum biocontrol activity through the production of diverse antibacterial metabolites, competitive niche colonization, induction of systemic resistance, and enhancement of nutrient uptake. The review summarizes recent advances in elucidating the synergistic interactions among its biocontrol mechanisms and their responses to environmental factors. Subsequently, it outlines gene editing and regulatory technologies applicable to Paenibacillus. Next, key synthetic biology strategies employed to enhance biosynthetic capabilities are examined. Finally, future prospects and challenges associated with advancing Paenibacillus toward precision engineering and high-efficiency applications are discussed. Notably, its role in industrial biotechnology—particularly in the scalable production of industrial enzymes and high-value chemicals—is increasingly recognized as a focal point of growing scientific and commercial interest.
- 11 August 2025
- Published by Wiley in AIChE Journal
- Vol. 71 (11)
Molecular dynamics guided mining and engineering of glucosyltransferase in synthesizing menthyl‐β‐glucoside
This study presents an approach combining molecular dynamics (MD) simulations and near‐attack conformation (NAC) analysis to mine and engineer UDP‐glucosyltransferases. Using the MD‐NAC strategy, we identified that BsYjiC from Bacillus subtilis possesses menthol glycosylating activity for the first time, and it exhibited a 28% higher kcat/KM value compared to the known l‐menthol glycosylating enzyme, BlYjiC from Bacillus licheniformis. The strategy was further employed to modify BsYjiC by preventing nonproductive substrate motion and stabilizing NACs through engineering key residues identified by MD. Based on this strategy, 14 positive mutants were identified out of 16 candidates, and the double mutant A76D/V108L (M2) demonstrated a 10.64‐fold increase in kcat/KM value compared to the starting point. Whole‐cell cascade reactions with sucrose synthase yield 160 mM glucoside after catalyzing for 96 h, demonstrating its application merit. This work underscores MD‐driven enzyme engineering as a promising strategy to overcome limitations of static structure‐based approaches.
- 11 August 2025
- Published by Wiley in AIChE Journal
- Vol. 71 (11)
Molecular dynamics guided mining and engineering of glucosyltransferase in synthesizing menthyl‐β‐glucoside
This study presents an approach combining molecular dynamics (MD) simulations and near‐attack conformation (NAC) analysis to mine and engineer UDP‐glucosyltransferases. Using the MD‐NAC strategy, we identified that BsYjiC from Bacillus subtilis possesses menthol glycosylating activity for the first time, and it exhibited a 28% higher kcat/KM value compared to the known l‐menthol glycosylating enzyme, BlYjiC from Bacillus licheniformis. The strategy was further employed to modify BsYjiC by preventing nonproductive substrate motion and stabilizing NACs through engineering key residues identified by MD. Based on this strategy, 14 positive mutants were identified out of 16 candidates, and the double mutant A76D/V108L (M2) demonstrated a 10.64‐fold increase in kcat/KM value compared to the starting point. Whole‐cell cascade reactions with sucrose synthase yield 160 mM glucoside after catalyzing for 96 h, demonstrating its application merit. This work underscores MD‐driven enzyme engineering as a promising strategy to overcome limitations of static structure‐based approaches.
- 20 May 2025
- Published by Wiley in AIChE Journal
- Vol. 71 (9)
Enhancing the regioselectivity and activity of sucrose phosphorylase by combinational semi‐rational strategies
Sucrose phosphorylase (SPase) is widely used for the glycosylation of polyhydroxy compounds, while low regioselectivity will limit its application. In this study, the regioselectivity of wild‐type SPase from Limosilactobacillus reuteri for the synthesis of 2‐O‐α‐d‐glucosylglycerol (2‐αGG) (84.7% ± 0.5%) was enhanced by combinational semi‐rational strategies. A key residue R137 was identified by sequence alignment analysis of non‐conserved residues in the catalytic pocket, molecular docking analysis, and alanine scanning at the key flexible loops. The regioselectivity of R137M increased to 95.4% ± 0.4%. Iteration mutation, loop engineering, and triple code saturation mutagenesis were used to further increase the 2‐OH selectivity (>97%) and double mutant R137M/L337T (98.0% ± 0.5%) was the best one. Whole‐cell transformation with R137M/L337T produced a higher yield of 2‐αGG with the increased final 2‐OH selectivity (>99%); besides, the amount of byproduct glucose greatly declined, meaning a decreased hydrolysis activity. Hence, the combinational semi‐rational mutagenesis methods are effective for improving the regioselectivity of SPase.
- 20 May 2025
- Published by Wiley in AIChE Journal
- Vol. 71 (9)
Enhancing the regioselectivity and activity of sucrose phosphorylase by combinational semi‐rational strategies
Sucrose phosphorylase (SPase) is widely used for the glycosylation of polyhydroxy compounds, while low regioselectivity will limit its application. In this study, the regioselectivity of wild‐type SPase from Limosilactobacillus reuteri for the synthesis of 2‐O‐α‐d‐glucosylglycerol (2‐αGG) (84.7% ± 0.5%) was enhanced by combinational semi‐rational strategies. A key residue R137 was identified by sequence alignment analysis of non‐conserved residues in the catalytic pocket, molecular docking analysis, and alanine scanning at the key flexible loops. The regioselectivity of R137M increased to 95.4% ± 0.4%. Iteration mutation, loop engineering, and triple code saturation mutagenesis were used to further increase the 2‐OH selectivity (>97%) and double mutant R137M/L337T (98.0% ± 0.5%) was the best one. Whole‐cell transformation with R137M/L337T produced a higher yield of 2‐αGG with the increased final 2‐OH selectivity (>99%); besides, the amount of byproduct glucose greatly declined, meaning a decreased hydrolysis activity. Hence, the combinational semi‐rational mutagenesis methods are effective for improving the regioselectivity of SPase.
- 29 April 2025
- Published by Elsevier in International Journal of Biological Macromolecules
- Vol. 311, 143653
Translation regulation in Bacillus subtilis and its applications in heterologous protein expression: A review
- 29 April 2025
- Published by Elsevier in International Journal of Biological Macromolecules
- Vol. 311, 143653
Translation regulation in Bacillus subtilis and its applications in heterologous protein expression: A review
- 4 April 2025
- Published by Elsevier in Process Biochemistry
- Vol. 153, 267-275
One-pot chemo-enzymatic cascades using ene-reductase and alcohol dehydrogenase to produce a brivaracetam chiral precursor
- 4 April 2025
- Published by Elsevier in Process Biochemistry
- Vol. 153, 267-275
One-pot chemo-enzymatic cascades using ene-reductase and alcohol dehydrogenase to produce a brivaracetam chiral precursor