rational design

合理设计
  • 文章类型: Journal Article
    与隐形眼镜(CLs)佩戴相关的微生物角膜炎仍然是一个重要的临床问题。抗生素治疗是目前的护理标准。然而,多重耐药病原体的出现需要研究替代策略.在这方面,无抗生素抗微生物隐形眼镜(AFAMCL)代表有希望的方法。已经证明了用各种无抗生素抗微生物策略构建的CLs对微生物的有效性。然而,这些抗菌策略对CLs生物相容性的影响尚不清楚.在AFAMCL的设计和开发中,在强大的抗菌性能和最佳的生物相容性之间取得平衡,包括安全性和穿着舒适性,是一个关键问题。这篇综述全面概述了AFAMCLs技术的最新进展。重点是AFAMCLs构建中采用的各种策略的抗微生物功效和安全性。此外,这篇综述调查了这些策略对与佩戴者舒适度相关的CLs参数的潜在影响.本文旨在为AFAMCLs的持续改进做出贡献,并为微生物抗性和穿着舒适性之间的权衡提供参考。此外,希望该综述也能为其他医疗器械的抗菌设计提供参考。
    Microbial keratitis associated with contact lenses (CLs) wear remains a significant clinical concern. Antibiotic therapy is the current standard of care. However, the emergence of multidrug-resistant pathogens necessitates the investigation of alternative strategies. Antibiotic-free antimicrobial contact lenses (AFAMCLs) represent a promising approach in this regard. The effectiveness of CLs constructed with a variety of antibiotic-free antimicrobial strategies against microorganisms has been demonstrated. However, the impact of these antimicrobial strategies on CLs biocompatibility remains unclear. In the design and development of AFAMCLs, striking a balance between robust antimicrobial performance and optimal biocompatibility, including safety and wearing comfort, is a key issue. This review provides a comprehensive overview of recent advancements in AFAMCLs technology. The focus is on the antimicrobial efficacy and safety of various strategies employed in AFAMCLs construction. Furthermore, this review investigates the potential impact of these strategies on CLs parameters related to wearer comfort. This review aims to contribute to the continuous improvement of AFAMCLs and provide a reference for the trade-off between resistance to microorganisms and wearing comfort. In addition, it is hoped that this review can also provide a reference for the antimicrobial design of other medical devices.
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  • 文章类型: Journal Article
    稳定酶由于其增强的操作稳定性,对于生物催化的工业应用至关重要。导致酶活性延长,成本效率,因此生物催化过程的可扩展性。在过去的十年里,大量研究表明,低共熔溶剂(DES)是优良的酶稳定剂。然而,寻找最优的DES主要依赖于试错法,缺乏对DES结构-活性关系的系统探索。因此,本研究旨在通过广泛的实验筛选,合理设计DES来稳定各种脱氢酶,随后开发了一个简单可靠的数学模型来预测DES在酶稳定中的功效。总共测试了28种DES在30°C下稳定三种脱氢酶的能力:来自红球菌(ADH-A)的(S)-醇脱氢酶,来自乳杆菌的(R)-醇脱氢酶(Lk-ADH)和来自巨大芽孢杆菌的葡萄糖脱氢酶(GDH)。使用一级动力学模型定量在DES存在下这些酶的残余活性。筛选表明,基于多元醇的DES可作为三种测试脱氢酶的有希望的稳定环境,特别是对于酶Lk-ADH和GDH,在水性环境中本质上不稳定。在基于甘油的DES中,与参考缓冲液相比,观察到Lk-ADH的酶半衰期增加了175倍,GDH的酶半衰期增加了60倍。此外,建立酶失活速率常数与实际溶剂导体样筛选模型产生的DES描述符之间的关系,建立了人工神经网络模型。ADH-A和GDH的模型显示出基于DES描述符的酶失活速率常数的计算机筛选的高效率和可靠性(R2>0.75)。总之,这些结果突出了综合实验和计算机模拟方法对于合理设计适合稳定酶的DES的巨大潜力。
    Stabilized enzymes are crucial for the industrial application of biocatalysis due to their enhanced operational stability, which leads to prolonged enzyme activity, cost-efficiency and consequently scalability of biocatalytic processes. Over the past decade, numerous studies have demonstrated that deep eutectic solvents (DES) are excellent enzyme stabilizers. However, the search for an optimal DES has primarily relied on trial-and-error methods, lacking systematic exploration of DES structure-activity relationships. Therefore, this study aims to rationally design DES to stabilize various dehydrogenases through extensive experimental screening, followed by the development of a straightforward and reliable mathematical model to predict the efficacy of DES in enzyme stabilization. A total of 28 DES were tested for their ability to stabilize three dehydrogenases at 30°C: (S)-alcohol dehydrogenase from Rhodococcus ruber (ADH-A), (R)-alcohol dehydrogenase from Lactobacillus kefir (Lk-ADH) and glucose dehydrogenase from Bacillus megaterium (GDH). The residual activity of these enzymes in the presence of DES was quantified using first-order kinetic models. The screening revealed that DES based on polyols serve as promising stabilizing environments for the three tested dehydrogenases, particularly for the enzymes Lk-ADH and GDH, which are intrinsically unstable in aqueous environments. In glycerol-based DES, increases in enzyme half-life of up to 175-fold for Lk-ADH and 60-fold for GDH were observed compared to reference buffers. Furthermore, to establish the relationship between the enzyme inactivation rate constants and DES descriptors generated by the Conductor-like Screening Model for Real Solvents, artificial neural network models were developed. The models for ADH-A and GDH showed high efficiency and reliability (R2 > 0.75) for in silico screening of the enzyme inactivation rate constants based on DES descriptors. In conclusion, these results highlight the significant potential of the integrated experimental and in silico approach for the rational design of DES tailored to stabilize enzymes.
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  • 文章类型: Journal Article
    环肽为药物设计提供了一个强大的平台,由于其构象受限的结构,提供高特异性和稳定性。在这项研究中,我们介绍了环肽匹配程序(cPEPmatch)的更新版本,该程序专门用于鉴定能够模拟蛋白质-糖胺聚糖(GAG)结合位点的环肽。我们专注于工程环肽以复制抗凝血酶III(ATIII)的GAG结合亲和力,一种通过与GAG肝素相互作用在调节抗凝作用中起关键作用的蛋白质。通过整合计算和实验方法,我们成功地确定了一种环肽结合剂,具有未来优化的潜力。MD模拟和MM-GBSA计算用于评估结合功效,辅以伞采样,以近似自由能景观。通过NMR和ITC实验进一步验证结合特异性。我们的发现表明,计算设计的环肽有效地靶向GAG,表明它们作为新型治疗剂的潜力。这项研究促进了我们对肽-GAG相互作用的理解,并为基于环肽的疗法的未来发展奠定了基础。
    Cyclic peptides present a robust platform for drug design, offering high specificity and stability due to their conformationally constrained structures. In this study, we introduce an updated version of the Cyclic Peptide Matching program (cPEPmatch) tailored for the identification of cyclic peptides capable of mimicking protein-glycosaminoglycan (GAG) binding sites. We focused on engineering cyclic peptides to replicate the GAG-binding affinity of antithrombin III (ATIII), a protein that plays a crucial role in modulating anticoagulation through interaction with the GAG heparin. By integrating computational and experimental methods, we successfully identified a cyclic peptide binder with promising potential for future optimization. MD simulations and MM-GBSA calculations were used to assess binding efficacy, supplemented by umbrella sampling to approximate free energy landscapes. The binding specificity was further validated through NMR and ITC experiments. Our findings demonstrate that the computationally designed cyclic peptides effectively target GAGs, suggesting their potential as novel therapeutic agents. This study advances our understanding of peptide-GAG interactions and lays the groundwork for future development of cyclic peptide-based therapeutics.
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  • 文章类型: Journal Article
    基因疗法旨在增加,替换或关闭基因以帮助治疗疾病。迄今为止,美国食品和药物管理局(FDA)已经批准了14种基因治疗产品。随着人们对基因治疗的兴趣日益浓厚,可行的基因传递载体对于将新基因插入细胞是必要的。有不同种类的基因传递载体,包括病毒载体,如慢病毒,腺病毒,逆转录病毒,腺相关病毒等,和非病毒载体如裸DNA,脂质载体,聚合物纳米颗粒,外泌体等人,病毒是最常用的。其中,最受关注的载体是腺相关病毒(AAV),因为它的安全性,有效地将基因传递到细胞中并在多个组织中持续转基因表达的自然能力。此外,例如,AAV基因组可以被工程化以产生含有感兴趣的转基因序列的重组AAV(rAAV),并且已经被证明是安全的基因载体。最近,rAAV载体已被批准用于治疗各种罕见疾病。尽管有这些批准,rAAV的一些主要限制仍然存在,即非特异性组织靶向和宿主免疫反应。其他问题包括阻断转基因递送的中和抗体,有限的转基因包装能力,高病毒滴度用于每剂量和高成本。为了应对这些挑战,已经开发了几种技术。基于工程方法的差异,本文提出了三种策略:基于基因工程的衣壳修饰(capsidmodification),衣壳表面通过化学共轭连接(表面连接),和装载有AAV的其他制剂(病毒载量)。此外,总结了rAAV工程策略中遇到的主要优点和局限性。
    Gene therapy aims to add, replace or turn off genes to help treat disease. To date, the US Food and Drug Administration (FDA) has approved 14 gene therapy products. With the increasing interest in gene therapy, feasible gene delivery vectors are necessary for inserting new genes into cells. There are different kinds of gene delivery vectors including viral vectors like lentivirus, adenovirus, retrovirus, adeno-associated virus et al, and non-viral vectors like naked DNA, lipid vectors, polymer nanoparticles, exosomes et al, with viruses being the most commonly used. Among them, the most concerned vector is adeno-associated virus (AAV) because of its safety, natural ability to efficiently deliver gene into cells and sustained transgene expression in multiple tissues. In addition, the AAV genome can be engineered to generate recombinant AAV (rAAV) containing transgene sequences of interest and has been proven to be a safe gene vector. Recently, rAAV vectors have been approved for the treatment of various rare diseases. Despite these approvals, some major limitations of rAAV remain, namely nonspecific tissue targeting and host immune response. Additional problems include neutralizing antibodies that block transgene delivery, a finite transgene packaging capacity, high viral titer used for per dose and high cost. To deal with these challenges, several techniques have been developed. Based on differences in engineering methods, this review proposes three strategies: gene engineering-based capsid modification (capsid modification), capsid surface tethering through chemical conjugation (surface tethering), and other formulations loaded with AAV (virus load). In addition, the major advantages and limitations encountered in rAAV engineering strategies are summarized.
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  • 文章类型: Journal Article
    控制疟疾,一种由疟原虫寄生虫引起的疾病,每年杀死50多万人,受到耐药性的持续出现和传播的威胁。因此,抗疟药物开发管道需要具有不同作用机制的新分子。由宿主防御分子开发的肽由于具有诱导耐药性的作用而作为抗感染剂获得了吸引力。人血小板因子4(PF4)具有针对恶性疟原虫的内在活性,和来自其活性结构域的大环螺旋-环-螺旋肽概括了这种活性。在这项研究中,我们使用逐步方法优化第一代PF4衍生的内化肽(PDIPs),方法是产生对带电和疏水性氨基酸残基进行取代或对末端残基进行修饰(包括主链环化)的类似物.我们评估了PDIP类似物对恶性疟原虫的体外活性,与它们的整体螺旋结构相比,对血清蛋白酶分解的抗性,与带负电荷的膜选择性结合,和溶血活性。接下来,我们将保留有利的膜和细胞选择性的抗疟原虫效能增强取代结合到最稳定的支架上,以产生与第一代肽相比具有4倍改善的抗恶性疟原虫活性的骨架环状PDIP类似物.这些研究证明了修饰PDIP以选择和组合所需特性的能力,并进一步验证了这种独特的肽支架对于开发不同于现有抗疟药物的新分子类别的适用性。
    The control of malaria, a disease caused by Plasmodium parasites that kills over half a million people every year, is threatened by the continual emergence and spread of drug resistance. Therefore, new molecules with different mechanisms of action are needed in the antimalarial drug development pipeline. Peptides developed from host defense molecules are gaining traction as anti-infectives due to theood of inducing drug resistance. Human platelet factor 4 (PF4) has intrinsic activity against P. falciparum, and a macrocyclic helix-loop-helix peptide derived from its active domain recapitulates this activity. In this study, we used a stepwise approach to optimize first-generation PF4-derived internalization peptides (PDIPs) by producing analogues with substitutions to charged and hydrophobic amino acid residues or with modifications to terminal residues including backbone cyclization. We evaluated the in vitro activity of PDIP analogues against P. falciparum compared to their overall helical structure, resistance to breakdown by serum proteases, selective binding to negatively charged membranes, and hemolytic activity. Next, we combined antiplasmodial potency-enhancing substitutions that retained favorable membrane and cell-selective properties onto the most stable scaffold to produce a backbone cyclic PDIP analogue with four-fold improved activity against P. falciparum compared to first-generation peptides. These studies demonstrate the ability to modify PDIP to select for and combine desirable properties and further validate the suitability of this unique peptide scaffold for developing a new molecule class that is distinct from existing antimalarial drugs.
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  • 文章类型: Journal Article
    Islandin的β-夹心结构域1(SD1)是一种稳定的嗜热蛋白,具有表面环,可以重新设计用于特异性靶标结合,在结构上与免疫球蛋白可变结构域(IgG)相当。由于不正确的折叠和随后在大肠杆菌包涵体中的积累,SD1的聚集倾向限制了其在生物技术应用中的使用。我们合理地设计了用于改进的变体的SD1,所述变体在大肠杆菌中以可溶形式表达,同时保持蛋白质的固有热稳定性(解链温度(Tm)=73)。我们使用FoldX的ΔΔG预测来使用Tango找到有益的突变和聚集易发区域(APRs)。蛋白质核心残基内的S26K取代不影响蛋白质稳定性。在研究的可溶性突变体中,S26K/Q91P组合显著提高了SD1的表达和溶解度。我们还检查了表面残留物的影响,pH值,和浓度对SD1溶解度的影响。我们发现蛋白质的表面极性对溶解度几乎没有影响,而表面电荷发挥了重要作用。几种SD1变体的储存稳定性在其等电点附近的pH值下受损,和pH水平导致高电荷基团。我们观察到,在SD1表面上产生带电基团不均匀分布的突变可以通过消除有利的蛋白质-蛋白质表面电荷相互作用来增强蛋白质溶解度。我们的研究结果表明,SD1对新功能具有突变耐受性,从而为应用合理设计提高靶蛋白的溶解度提供了新的视角。
    The β-sandwich domain 1 (SD1) of islandisin is a stable thermophilic protein with surface loops that can be redesigned for specific target binding, architecturally comparable to the variable domain of immunoglobulin (IgG). SD1\'s propensity to aggregate due to incorrect folding and subsequent accumulation in Escherichia coli inclusion bodies limits its use in biotechnological applications. We rationally designed SD1 for improved variants that were expressed in soluble forms in E. coli while maintaining the intrinsic thermal stability of the protein (melting temperature (Tm) = 73). We used FoldX\'s ΔΔG predictions to find beneficial mutations and aggregation-prone regions (APRs) using Tango. The S26K substitution within protein core residues did not affect protein stability. Among the soluble mutants studied, the S26K/Q91P combination significantly improved the expression and solubility of SD1. We also examined the effects of the surface residue, pH, and concentration on the solubility of SD1. We showed that the surface polarity of proteins had little or no effect on solubility, whereas surface charges played a substantial role. The storage stability of several SD1 variants was impaired at pH values near their isoelectric point, and pH levels resulting in highly charged groups. We observed that mutations that create an uneven distribution of charged groups on the SD1 surface could enhance protein solubility by eliminating favorable protein-protein surface charge interactions. Our findings suggest that SD1 is mutationally tolerant to new functionalities, thus providing a novel perspective for the application of rational design to improve the solubility of targeted proteins.
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  • 文章类型: Journal Article
    (S)-雌马酚,大豆苷元在体内最具影响力的代谢产物,由于其优良的生物活性引起了人们的极大关注。尽管现有研究已经在天然菌株的厌氧性和低效率的背景下完成了其异源合成途径的构建,(S)-雌马酚的低生产率限制了其工业应用。这里,开发了基于减少口袋空间位阻和微调口袋微环境以系统地重新设计酶结合口袋的合理设计策略,并将其加工为(S)-雌马酚合成中的限速酶二氢大豆苷元还原酶。迭代组合诱变后,获得了能够显着增加(S)-雌马酚产量的有效突变体S18G/T169A。计算分析表明,活性增加的主要原因取决于临界距离的减小和更稳定的相互作用构象。然后,进行了反应优化,带有S118G/T169A的重组大肠杆菌全细胞生物催化剂使2mM大豆苷元有效转化为(S)-雌马酚,转化率达到84.5%,比表达宽型二氢大豆苷元还原酶的亲本菌株高2.9倍。本研究为酶修饰和全细胞催化合成(S)-雌马酚提供了有效的思路和可行的方法,并将大大加快工业生产的进程。
    (S)-equol, the most influential metabolite of daidzein in vivo, has aroused great attention due to the excellent biological activities. Although existing studies have accomplished the construction of its heterologous synthetic pathway in the context of anaerobicity and inefficiency of natural strains, the low productivity of (S)-equol limits its industrial application. Here, rational design strategies based on decreasing the pocket steric hindrance and fine-tuning the pocket microenvironment to systematically redesign the binding pocket of enzyme were developed and processed to the rate-limiting enzyme dihydrodaidzein reductase in (S)-equol synthesis. After iterative combinatorial mutagenesis, an effective mutant S118G/T169A capable of significantly increasing (S)-equol yield was obtained. Computational analyses illustrated that the main reason of the increased activity relied on the decreased critical distance and more stable interacting conformation. Then, the reaction optimization was performed, and the recombinant Escherichia coli whole-cell biocatalyst harboring S118G/T169A enabled the efficient conversion of 2 mM daidzein to (S)-equol, achieving conversion rate of 84.5 %, which was 2.9 times higher than that of the parental strain expressing wide type dihydrodaidzein reductase. This study provides an effective idea and a feasible method for enzyme modification and whole-cell catalytic synthesis of (S)-equol, and will greatly accelerate the process of industrial production.
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  • 文章类型: Journal Article
    酮还原酶在手性药物中间体的不对称合成中起着不可或缺的作用,深入了解其底物选择性可以提高酶工程的效率。在这一努力中,通过基因挖掘方法,成功克隆了一种新的从四羊鞘杆菌属SY1中鉴定的短链脱氢酶/还原酶(SDR)SsSDR1,并在大肠杆菌中进行了功能表达。已测试了其对卤代苯乙酮的活性,结果表明SsSDR1-WT对3,5-双(三氟甲基)苯乙酮(1f)具有高活性,阿瑞吡坦合成中的重要前体。此外,与它们的α-卤素类似物相比,SsSDR1-WT对没有α-卤素取代的苯乙酮显示出明显的底物偏好。探索底物选择性的结构基础,解析了apo形式的SsSDR1-WT的X射线晶体结构和与NAD的复合物结构。以2-氯-1-(3,4-二氟苯基)乙酮(1i)为代表的α-卤代苯乙酮,确定了影响SsSDR1-WT底物选择性的关键位点,并通过合理重塑SsSDR1的腔C1和C2,获得了出色的突变体I144A/S153L,其对α-卤代苯乙酮的活性显着提高。1f和1i的不对称催化在50mL的规模下进行,两者的时空产率(STY)分别为1200和6000克/升·d,分别。这项研究不仅为卤化苯乙酮提供了有价值的生物催化剂,而且还可以深入了解底物结合袋和底物选择性之间的关系。
    Ketoreductases play an indispensable role in the asymmetric synthesis of chiral drug intermediates, and an in-depth understanding of their substrate selectivity can improve the efficiency of enzyme engineering. In this endeavor, a new short-chain dehydrogenase/reductase (SDR) SsSDR1 identified from Sphingobacterium siyangense SY1 by gene mining method was successfully cloned and functionally expressed in Escherichia coli. Its activity against halogenated acetophenones has been tested and the results illustrated that SsSDR1-WT exhibits high activity for 3,5-bis(trifluoromethyl)acetophenone (1f), an important precursor in the synthesis of aprepitant. In addition, SsSDR1-WT showed obvious substrate preference for acetophenones without α-halogen substitution compared to their α-halogen analogs. To explore the structural basis of substrate selectivity, the X-ray crystal structures of SsSDR1-WT in its apo form and the complex structure with NAD were resolved. Taking 2-chloro-1-(3, 4-difluorophenyl) ethanone (1i) as the representative α-haloacetophenone, the key sites affecting substrate selectivity of SsSDR1-WT were identified and through the rational remodeling of the cavities C1 and C2 of SsSDR1, an excellent mutant I144A/S153L with significantly improved activity against α-halogenated acetophenones was obtained. The asymmetric catalysis of 1f and 1i was performed at the scale of 50 mL, and the space-time yields (STY) of the two were 1200 and 6000 g/L∙d, respectively. This study not only provides valuable biocatalysts for halogenated acetophenones, but also yields insights into the relationship between the substrate-binding pocket and substrate selectivity.
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  • 文章类型: Journal Article
    各种计算方法已被广泛用于辅助设计具有增强活性的抗微生物肽。这种策略也被用来解决对新的治疗替代方案的需求,以对抗耐药性细菌感染。在这里,我们设计了8种天然肽的变体,肾上腺髓质素前N末端20肽(PAMP),使用硅片模式插入方法,小丑算法.所有的变体都显示出α-螺旋构象,但根据圆二色性(CD)结果,螺旋百分比存在差异。我们发现PAMP的C端部分可能与其抗菌活性有关,正如分子动力学所揭示的,CD,和抗菌效果。类似物显示出可变的抗菌潜力,但大多数没有细胞毒性。然而,PAMP2对人类和动物分离的细菌表现出最有效的活性,仅在显著高于其最小抑制浓度(MIC)的浓度下显示细胞毒性。我们的结果表明,PAMP2的增强活性可能与其特定的物理化学性质有关,以及采用具有保守C末端部分的两亲性α螺旋排列。最后,本研究中设计的肽可以构成支架,用于设计改进的序列。
    Diverse computational approaches have been widely used to assist in designing antimicrobial peptides with enhanced activities. This tactic has also been used to address the need for new treatment alternatives to combat resistant bacterial infections. Herein, we have designed eight variants from a natural peptide, pro-adrenomedullin N-terminal 20 peptide (PAMP), using an in silico pattern insertion approach, the Joker algorithm. All the variants show an α-helical conformation, but with differences in the helix percentages according to circular dichroism (CD) results. We found that the C-terminal portion of PAMP may be relevant for its antimicrobial activities, as revealed by the molecular dynamics, CD, and antibacterial results. The analogs showed variable antibacterial potential, but most were not cytotoxic. Nevertheless, PAMP2 exhibited the most potent activities against human and animal-isolated bacteria, showing cytotoxicity only at a substantially higher concentration than its minimal inhibitory concentration (MIC). Our results suggest that the enhanced activity in the profile of PAMP2 may be related to their particular physicochemical properties, along with the adoption of an amphipathic α-helical arrangement with the conserved C-terminus portion. Finally, the peptides designed in this study can constitute scaffolds for the design of improved sequences.
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  • 文章类型: Journal Article
    由于酶在生物技术和工业领域提供的环境友好性和巨大优势,生物催化剂是一个多产的研究领域。然而,低催化活性,稳定性,和酶的特异性选择性限制了所涉及的反应酶的范围。在分子细节方面对蛋白质结构和动力学的全面了解使我们能够有效地解决这些限制,并通过酶工程或修饰载体和溶剂来增强催化活性。除了不同的策略,包括计算,基于DNA重组的酶工程,酶固定化,添加剂,化学改性,和物理化学修饰方法对于工业酶的广泛使用是有希望的。这归因于生物催化剂在工业和合成过程中的成功应用需要一个具有稳定性的系统,活动,以及在连续流过程中的可重用性,从而降低生产成本。这篇综述的主要目标是展示改善酶特性以克服其工业应用的相关方法。
    Owing to the environmental friendliness and vast advantages that enzymes offer in the biotechnology and industry fields, biocatalysts are a prolific investigation field. However, the low catalytic activity, stability, and specific selectivity of the enzyme limit the range of the reaction enzymes involved in. A comprehensive understanding of the protein structure and dynamics in terms of molecular details enables us to tackle these limitations effectively and enhance the catalytic activity by enzyme engineering or modifying the supports and solvents. Along with different strategies including computational, enzyme engineering based on DNA recombination, enzyme immobilization, additives, chemical modification, and physicochemical modification approaches can be promising for the wide spread of industrial enzyme usage. This is attributed to the successful application of biocatalysts in industrial and synthetic processes requires a system that exhibits stability, activity, and reusability in a continuous flow process, thereby reducing the production cost. The main goal of this review is to display relevant approaches for improving enzyme characteristics to overcome their industrial application.
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