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Zhu X, Luo H, Yu X, Lv H, Su L, Zhang K, Wu J. Genome-Wide CRISPRi Screening of Key Genes for Recombinant Protein Expression in Bacillus Subtilis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2404313. [PMID: 38952047 DOI: 10.1002/advs.202404313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/29/2024] [Indexed: 07/03/2024]
Abstract
Bacillus subtilis is an industrially important microorganism that is often used as a microbial cell factory for the production of recombinant proteins due to its food safety, rapid growth, and powerful secretory capacity. However, the lack of data on functional genes related to recombinant protein production has hindered the further development of B. subtilis cell factories. Here, a strategy combining genome-wide CRISPRi screening and targeted CRISPRa activation to enhance recombinant protein expression is proposed. First, a CRISPRi library covering a total of 4225 coding genes (99.7%) in the B. subtilis genome and built the corresponding high-throughput screening methods is constructed. Twelve key genes for recombinant protein expression are identified, including targets without relevant functional annotations. Meanwhile, the transcription of recombinant protein genes by CRISPRa is up-regulated. These screened or selected genes can be easily applied to metabolic engineering by constructing sgRNA arrays. The relationship between differential pathways and recombinant protein expression in engineered strains by transcriptome analysis is also revealed. High-density fermentation and generalisability validation results prove the reliability of the strategy. This method can be extended to other industrial hosts to support functional gene annotation and the design of novel cell factories.
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Affiliation(s)
- Xuyang Zhu
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Hui Luo
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Xinrui Yu
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Huihui Lv
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Lingqia Su
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Kang Zhang
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
| | - Jing Wu
- School of Biotechnology and Key Laboratory of Industrial Biotechnology Ministry of Education, State Key Laboratory of Food Science and Resources, International Joint Laboratory on Food Safety, Jiangnan University, Wuxi, 214122, China
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Shad M, Nazir A, Usman M, Akhtar MW, Sajjad M. Investigating the effect of SUMO fusion on solubility and stability of amylase-catalytic domain from Pyrococcus abyssi. Int J Biol Macromol 2024; 266:131310. [PMID: 38569986 DOI: 10.1016/j.ijbiomac.2024.131310] [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: 10/29/2023] [Revised: 02/09/2024] [Accepted: 03/30/2024] [Indexed: 04/05/2024]
Abstract
Alpha amylase belonging to starch hydrolyzing enzymes has significant contributions to different industrial processes. The enzyme production through recombinant DNA technology faces certain challenges related to their expression, solubility and purification, which can be overcome through fusion tags. This study explored the influence of SUMO, a protein tag reported to enhance the solubility and stability of target proteins when fused to the N-terminal of the catalytic domain of amylase from Pyrococcus abyssi (PaAD). The insoluble expression of PaAD in E. coli was overcome when the enzyme was expressed in a fusion state (S-PaAD) and culture was cultivated at 18 °C. Moreover, the activity of S-PaAD increased by 1.5-fold as compared to that of PaAD. The ligand binding and enzyme activity assays against different substrates demonstrated that it was more active against 1 % glycogen and amylopectin. The analysis of the hydrolysates through HPLC demonstrated that the enzyme activity is mainly amylolytic, producing longer oligosaccharides as the major end product. The secondary structure analyses by temperature ramping in CD spectroscopy and MD simulation demonstrated the enzymes in the free, as well as fusion state, were stable at 90 °C. The soluble production, thermostability and broad substrate specificity make this enzyme a promising choice for various foods, feed, textiles, detergents, pharmaceuticals, and many industrial applications.
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Affiliation(s)
- Mohsin Shad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, P.O. 54590, Pakistan; Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot OX11 0QS, United Kingdom
| | - Arshia Nazir
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, P.O. 54590, Pakistan
| | - Muhammad Usman
- Department of Plant Pathology, University of Agriculture, Faisalabad, P.O. 38000, Pakistan
| | - Muhammad Waheed Akhtar
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, P.O. 54590, Pakistan
| | - Muhammad Sajjad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, P.O. 54590, Pakistan.
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Shad M, Sajjad M, Gardner QA, Ahmad S, Akhtar MW. Structural engineering and truncation of α-amylase from the hyperthermophilic archaeon Methanocaldococcus jannaschii. Int J Biol Macromol 2024; 256:128387. [PMID: 38000593 DOI: 10.1016/j.ijbiomac.2023.128387] [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: 08/30/2023] [Revised: 11/21/2023] [Accepted: 11/21/2023] [Indexed: 11/26/2023]
Abstract
Alpha amylases catalyse the hydrolysis of α-1, 4-glycosidic bonds in starch, yielding glucose, maltose, dextrin, and short oligosaccharides, vital to various industrial processes. Structural and functional insights on α-amylase from Methanocaldococcus jannaschii were computationally explored to evaluate a catalytic domain and its fusion with a small ubiquitin-like modifier (SUMO). The recombinant proteins' production, characterization, ligand binding studies, and structural analysis of the cloned amylase native full gene (MjAFG), catalytic domain (MjAD) and fusion enzymes (S-MjAD) were thoroughly analysed in this comparative study. The MjAD and S-MjAD showed 2-fold and 2.5-fold higher specific activities (μmol min-1 mg -1) than MjAFG at 95 °C at pH 6.0. Molecular modelling and MD simulation results showed that the removal of the extra loop (178 residues) at the C-terminal of the catalytic domain exposed the binding and catalytic residues near its active site, which was buried in the MjAFG enzyme. The temperature ramping and secondary structure analysis of MjAFG, MjAD and S-MjAD through CD spectrometry showed no notable alterations in the secondary structures but verified the correct folding of MjA variants. The chimeric fusion of amylases with thermostable α-glucosidases makes it a potential candidate for the starch degrading processes.
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Affiliation(s)
- Mohsin Shad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Muhammad Sajjad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan.
| | - Qurratulann Afza Gardner
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Saira Ahmad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Muhammad Waheed Akhtar
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
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Muhammad MA, Ahmad N, Akhter M, Rashid N. Structural and functional analyses of Pcal_0917, an α-glucosidase from hyperthermophilic archaeon Pyrobaculum calidifontis. Int J Biol Macromol 2023:125446. [PMID: 37330102 DOI: 10.1016/j.ijbiomac.2023.125446] [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: 03/21/2023] [Revised: 05/16/2023] [Accepted: 06/14/2023] [Indexed: 06/19/2023]
Abstract
Genome analysis of Pyrobaculum calidifontis revealed the presence of α-glucosidase (Pcal_0917) gene. Structural analysis affirmed the presence of signature sequences of Type II α-glucosidases in Pcal_0917. We have heterologously expressed the gene and produced recombinant Pcal_0917 in Escherichia coli. Biochemical characteristics of the recombinant enzyme resembled to that of Type I α-glucosidases, instead of Type II. Recombinant Pcal_0917 existed in a tetrameric form in solution and displayed highest activity at 95 °C and pH 6.0, independent of any metal ions. A short heat-treatment at 90 °C resulted in a 35 % increase in enzyme activity. A slight structural shift was observed by CD spectrometry at this temperature. Half-life of the enzyme was >7 h at 90 °C. Pcal_0917 exhibited apparent Vmax values of 1190 ± 5 and 3.9 ± 0.1 U/mg against p-nitrophenyl α-D-glucopyranoside and maltose, respectively. To the best of our knowledge, Pcal_0917 displayed the highest ever reported p-nitrophenyl α-D-glucopyranosidase activity among the characterized counterparts. Moreover, Pcal_0917 displayed transglycosylation activity in addition to α-glucosidase activity. Furthermore, in combination with α-amylase, Pcal_0917 was capable of producing glucose syrup from starch with >40 % glucose content. These properties make Pcal_0917 a potential candidate for starch hydrolyzing industry.
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Affiliation(s)
- Majida Atta Muhammad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Nasir Ahmad
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Mohsina Akhter
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan
| | - Naeem Rashid
- School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore 54590, Pakistan.
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Sajed M, Falak S, Muhammad MA, Ahmad N, Rashid N. A plant-type L-asparaginase from Pyrobaculum calidifontis undergoes temperature dependent autocleavage. Biologia (Bratisl) 2022. [DOI: 10.1007/s11756-022-01215-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Development of an Escherichia coli whole cell biocatalyst for the production of hyperoside. Biotechnol Lett 2022; 44:1073-1080. [PMID: 35920962 DOI: 10.1007/s10529-022-03285-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 07/18/2022] [Indexed: 11/02/2022]
Abstract
OBJECTIVE To produce high concentrations of hyperoside from quercetin using recombinant Escherichia coli with in situ regeneration of UDP-galactose. RESULTS Sucrose synthase from Glycine max (GmSUS) was co-expressed with UDP-glucose epimerase from E. coli (GalE) in E. coli for regenerating UDP-galactose from UDP and sucrose. Glycosyltransferase from Petunia hybrida (PhUGT) was introduced to synthesize hyperoside from quercetin through the regeneration system of UDP-galactose. Co-expressing with molecular chaperones GroEL/ES successfully enhanced the catalytic efficiency of the recombinant strain, which assisted the soluble expression of PhUGT. By using a fed-batch approach, the production of hyperoside reached 863.7 mg L-1 with a corresponding molar conversion of 93.6% and a specific productivity of 72.5 mg L-1 h-1. CONCLUSION The method described herein for hyperoside production can be widely applied for the synthesis of isorhamnetin-3-O-galactoside, kaempferol-3-O-galactoside and other flavonoids.
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Sajed M, Ahmad N, Rashid N. Temperature dependent autocleavage and applications of recombinant L-asparaginase from Thermococcus kodakarensis for acrylamide mitigation. 3 Biotech 2022; 12:129. [PMID: 35607391 DOI: 10.1007/s13205-022-03197-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/01/2022] [Indexed: 11/01/2022] Open
Abstract
This manuscript describes enhancement of soluble production, auto-cleavage analysis and assessment of acrylamide mitigation potential of Tk2246, a plant-type L-asparaginase from Thermococcus kodakarensis. The gene encoding Tk2246 was cloned and expressed in Escherichia coli. Recombinant Tk2246 was produced mainly in insoluble form. Various strategies were utilized to enhance the soluble production, which significantly increased the soluble yield. Interestingly, recombinant Tk2246 was produced even without addition of the inducer, though relatively in a lower amount. To our surprise, Tk2246 was produced in partially cleaved form when the inducer was not added in the culture. When applied for acrylamide mitigation, Tk2246 reduced the acrylamide formation more than 80% in French fries, chapati and yeast-leavened bread. In addition to acrylamide mitigation, Tk2246 exhibited antistaling activity without loss of sensory properties of the food. High activity, thermostability and efficient acrylamide reduction capability make Tk2246 a potential candidate for industrial applications.
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Wahyu Effendi SS, Tan SI, Ting WW, Ng IS. Enhanced recombinant Sulfurihydrogenibium yellowstonense carbonic anhydrase activity and thermostability by chaperone GroELS for carbon dioxide biomineralization. CHEMOSPHERE 2021; 271:128461. [PMID: 33131750 DOI: 10.1016/j.chemosphere.2020.128461] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 09/21/2020] [Accepted: 09/27/2020] [Indexed: 06/11/2023]
Abstract
Biological carbon fixation is a feasible strategy to reduce atmospheric carbon dioxide levels (CO2). In this platform, carbonic anhydrase (CA) enzyme is employed to accelerate the sequestration of CO2. The present work explored the effect of chaperone GroELS and TrxA-tag on improving soluble expression of the recombinant Sulfurihydrogenibium yellowstonense CA which activity and biomineralization capability were taken into consideration. At first, the expression of GroELS using the inducible T7 promoter and constitutive J23100 promoter were investigated. The results indicated that 1.4 folds increment of soluble protein and 100% of CA activity enhancement were achieved with GroELS co-expression driven by J23100 promoter. Furthermore, the involvement of TrxA fusion tag displayed a significant enhancement of soluble protein production which was about 2.67 times higher than that of original SyCA. Besides, co-expression with GroELS intensified the thermostability of SyCA at 60 °C owing to changes in the structural conformation of the protein, which was proved by an in vitro assay. The SyCA was further entrapped and immobilized into polyacrylamide gel (i.e., PAGE-SyCA). The biomineralization capability of the PAGE-SyCA and whole-cell (WC) was compared in a two-column system. After 5 cycles of reuse, PAGE-SyCA maintained 29.8% activity and formed 774 mg of CaCO3 solids in the B::JG strain. This study presents the recombinant engineering strategies to improve SyCA productivity, activity, thermostability, and effective carbon dioxide conversion.
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Affiliation(s)
- Sefli Sri Wahyu Effendi
- Department of Chemical Engineering, National Cheng Kung University, Tainan, 70101, Taiwan, ROC
| | - Shih-I Tan
- Department of Chemical Engineering, National Cheng Kung University, Tainan, 70101, Taiwan, ROC
| | - Wan-Wen Ting
- Department of Chemical Engineering, National Cheng Kung University, Tainan, 70101, Taiwan, ROC
| | - I-Son Ng
- Department of Chemical Engineering, National Cheng Kung University, Tainan, 70101, Taiwan, ROC.
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