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1.
Microb Cell Fact ; 23(1): 190, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38956607

RESUMO

BACKGROUND: Carbonic anhydrase (CA) enzymes facilitate the reversible hydration of CO2 to bicarbonate ions and protons. Identifying efficient and robust CAs and expressing them in model host cells, such as Escherichia coli, enables more efficient engineering of these enzymes for industrial CO2 capture. However, expression of CAs in E. coli is challenging due to the possible formation of insoluble protein aggregates, or inclusion bodies. This makes the production of soluble and active CA protein a prerequisite for downstream applications. RESULTS: In this study, we streamlined the process of CA expression by selecting seven top CA candidates and used two bioinformatic tools to predict their solubility for expression in E. coli. The prediction results place these enzymes in two categories: low and high solubility. Our expression of high solubility score CAs (namely CA5-SspCA, CA6-SazCAtrunc, CA7-PabCA and CA8-PhoCA) led to significantly higher protein yields (5 to 75 mg purified protein per liter) in flask cultures, indicating a strong correlation between the solubility prediction score and protein expression yields. Furthermore, phylogenetic tree analysis demonstrated CA class-specific clustering patterns for protein solubility and production yields. Unexpectedly, we also found that the unique N-terminal, 11-amino acid segment found after the signal sequence (not present in its homologs), was essential for CA6-SazCA activity. CONCLUSIONS: Overall, this work demonstrated that protein solubility prediction, phylogenetic tree analysis, and experimental validation are potent tools for identifying top CA candidates and then producing soluble, active forms of these enzymes in E. coli. The comprehensive approaches we report here should be extendable to the expression of other heterogeneous proteins in E. coli.


Assuntos
Anidrases Carbônicas , Biologia Computacional , Escherichia coli , Solubilidade , Escherichia coli/genética , Escherichia coli/metabolismo , Escherichia coli/enzimologia , Anidrases Carbônicas/metabolismo , Anidrases Carbônicas/genética , Biologia Computacional/métodos , Filogenia , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/genética , Dióxido de Carbono/metabolismo
2.
J Biol Chem ; 300(3): 105749, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38354778

RESUMO

Protein engineering and screening of processive fungal cellobiohydrolases (CBHs) remain challenging due to limited expression hosts, synergy-dependency, and recalcitrant substrates. In particular, glycoside hydrolase family 7 (GH7) CBHs are critically important for the bioeconomy and typically difficult to engineer. Here, we target the discovery of highly active natural GH7 CBHs and engineering of variants with improved activity. Using experimentally assayed activities of genome mined CBHs, we applied sequence and structural alignments to top performers to identify key point mutations linked to improved activity. From ∼1500 known GH7 sequences, an evolutionarily diverse subset of 57 GH7 CBH genes was expressed in Trichoderma reesei and screened using a multiplexed activity screening assay. Ten catalytically enhanced natural variants were identified, produced, purified, and tested for efficacy using industrially relevant conditions and substrates. Three key amino acids in CBHs with performance comparable or superior to Penicillium funiculosum Cel7A were identified and combinatorially engineered into P. funiculosum cel7a, expressed in T. reesei, and assayed on lignocellulosic biomass. The top performer generated using this combined approach of natural diversity genome mining, experimental assays, and computational modeling produced a 41% increase in conversion extent over native P. funiculosum Cel7A, a 55% increase over the current industrial standard T. reesei Cel7A, and 10% improvement over Aspergillus oryzae Cel7C, the best natural GH7 CBH previously identified in our laboratory.


Assuntos
Celulose 1,4-beta-Celobiosidase , Ensaios Enzimáticos , Genoma Fúngico , Mutação , Engenharia de Proteínas , Aspergillus oryzae/enzimologia , Aspergillus oryzae/genética , Celulose 1,4-beta-Celobiosidase/química , Celulose 1,4-beta-Celobiosidase/classificação , Celulose 1,4-beta-Celobiosidase/genética , Celulose 1,4-beta-Celobiosidase/metabolismo , Genoma Fúngico/genética , Engenharia de Proteínas/métodos , Especificidade por Substrato , Talaromyces/enzimologia , Talaromyces/genética , Trichoderma/enzimologia , Trichoderma/genética , Trichoderma/metabolismo , Biocatálise
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