Skip to main content

REVIEW article

Front. Bioeng. Biotechnol., 06 December 2022
Sec. Industrial Biotechnology
This article is part of the Research Topic Biocatalysis and Biotransformation Guided by Protein Engineering View all 12 articles

1Progress, applications, challenges and prospects of protein purification technology

Miao Du&#x;Miao Du1Zhuru Hou&#x;Zhuru Hou2Ling Liu,&#x;
Ling Liu1,3*Yan XuanYan Xuan1Xiaocong ChenXiaocong Chen4Lei FanLei Fan4Zhuoxi LiZhuoxi Li4Benjin Xu,
Benjin Xu1,3*
  • 1Department of Medical Laboratory Science, Fenyang College, Shanxi Medical University, Fenyang, China
  • 2Science and Technology Centre, Fenyang College of Shanxi Medical University, Fenyang, China
  • 3Key Laboratory of Lvliang for Clinical Molecular Diagnostics, Fenyang, China
  • 4Department of Basic Medicine, Fenyang College of Shanxi Medical University, Fenyang, China

Protein is one of the most important biological macromolecules in life, which plays a vital role in cell growth, development, movement, heredity, reproduction and other life activities. High quality isolation and purification is an essential step in the study of the structure and function of target proteins. Therefore, the development of protein purification technologies has great theoretical and practical significance in exploring the laws of life activities and guiding production practice. Up to now, there is no forthcoming method to extract any proteins from a complex system, and the field of protein purification still faces significant opportunities and challenges. Conventional protein purification generally includes three steps: pretreatment, rough fractionation, and fine fractionation. Each of the steps will significantly affect the purity, yield and the activity of target proteins. The present review focuses on the principle and process of protein purification, recent advances, and the applications of these technologies in the life and health industry as well as their far-reaching impact, so as to promote the research of protein structure and function, drug development and precision medicine, and bring new insights to researchers in related fields.

1 Introduction

Protein plays a key role in cell life activities and is the most abundant macromolecule in living organisms. It participates in a series of biological events, such as maintaining the structures and properties of organisms, catalyzing certain chemical reactions, transporting nutrients and metabolic wastes, providing a material basis for the body’s immune defense, participating in intracellular redox reaction, electron transfer, learning and memory.

The first person engaged in the purification of proteins was Edwin Joseph Cohn, an American biochemist, who purified serum protein (Labrou, 2021). In recent years, with the completion of genome sequencing of many species (Shendure and Lieberman Aiden, 2012; Beigh, 2016; Park and Kim, 2016; Ing-Simmons and Vaquerizas, 2019), researches in protein related fields have gradually become the focus of the biotechnology industry (Labrou, 2021), and many purification technologies have been gradually applied from protein and enzyme separation to drug synthesis, vaccine research and development, clinical detection, environmental analysis and biophysical measurement (Pfaunmiller et al., 2013). Therefore, high-quality protein samples are of great significance for the subsequent structure and function research and related products development (Tang et al., 2021). However, proteins have the characteristics of complex structure, easy to be affected by internal and external factors, easy to be degraded, etc. It is difficult and challenging to purify them without being contaminated by the host, maintaining structural integrity and biological activity.

As a downstream technology of the biological industry, the key to protein purification is to define the purification strategy and finally establish an optimal scheme through continuous optimization of purification conditions, that is, using the least steps to achieve the purity, concentration, the activity and the yield we need, which is crucial for subsequent researches (Lojewska et al., 2016; Owczarek et al., 2019; Schiermeyer, 2020). The purification strategy is mainly based on the unique physical and chemical properties and the three-dimensional structures of the target proteins, including the sequence and number of amino acids, the charge, polarity, and hydrophilicity/hydrophobicity of the polypeptide chains, the shape of the proteins, and the distribution of amino acid residues on the protein surface. The target proteins can be natural proteins from animals, plants and microorganisms, or recombinant proteins expressed by E. coli, yeast, mammalian cells and insect cells. Currently, recombinant proteins have become the main object of isolation and purification. Since different expression systems have their own advantages and disadvantages (Table 1), they should be selected according to the actual situation.

TABLE 1
www.frontiersin.org

TABLE 1. Characteristics and applications of different expressed hosts.

The complete protein isolation and purification steps generally include three steps: pretreatment, rough fractionation, and fine fractionation (Figure 1). In this review, the principles of common purification technologies and the recent advances made in this field are summarized, the applications of these technologies in life health industry and their far-reaching impact are discussed, and finally, the difficulties and challenges in the field of protein purification are prospected, in order to provide a variety of feasible solutions for the in-depth study of protein structure and function, and to bring new insights to readers in related fields.

FIGURE 1
www.frontiersin.org

FIGURE 1. Basic steps of protein purification.

2 Guidelines and strategies for protein purification

2.1 Identify the target of isolation and purification

Prior to purification, some basic properties of the target protein can be obtained through bioinformatics analysis softwares, such as the molecular weight (MW), isoelectric point (PI), solubility, molar extinction coefficient, stability, cysteine content, sensitivity to high concentration of salt ions or pH, secondary structure, hydrophilicity/hydrophobicity, sequence similarity to known proteins, susceptibility to oxidation, and potential post-translational modification sites, etc. Should we choose prokaryotic expression, eukaryotic cell expression, or insect expression system to express the target proteins? Can the correct post-translational modification of the target protein be ensured after expression? Which tag should be selected to facilitate overexpression and purification when constructing the vector? Which method should be used for cell disruption after expression, and whether the disruption process will cause the denaturation and structural change of the target protein? The purity, concentration, activity and yield of the final product should be determined to avoid over purification or failure to achieve the desired purity due to insufficient purification steps or resolution. All the above issues need to be considered comprehensively.

2.2 Reasonable selection of purification method

Select suitable purification methods according to the characteristics of the target protein and impurities, for example, choose to salt out, organic solvent precipitation, or choose centrifugation, electrophoresis, chromatography and other methods (Table 2). The purification scale should be determined according to the purpose of the target proteins, and the simple purification scheme should be used as far as possible to achieve the best effect. In addition, the size of the chromatographic column, the concentration of the protein obtained, whether it is necessary to maintain its activity and avoid unnecessary contaminants should also be considered. The additives should be used as little as possible, the impurities that damage the sample should be removed as early as possible, and the additional purification steps should be reduced.

TABLE 2
www.frontiersin.org

TABLE 2. Separation basis and resolution of several purification methods (Labrou, 2021).

2.3 Identify detection and analysis techniques

For protein solutions containing different components, the detection methods for target proteins are usually different. Different detection methods should be selected in different purification steps according to their sensitivity, precision, accuracy, etc., so as to evaluate the activity, purity and recovery of samples quickly and accurately.

2.4 Determine protein storage conditions

In order to improve the stability of the target protein, prevent microbial growth and maintain the protein activity, various surfactants, metal chelators, protease inhibitors, preservatives and reducing agents (sh-mercaptoethanol or DTT) can usually be added to the buffer solution. In addition, under the premise of ensuring the activity of the target protein, it should be stored at −70°C, and repeated freezing and thawing should be avoided.

3 Cell culture

Recombinant protein synthesis is the process of producing proteins in prokaryotic microorganisms or eukaryotic cells using recombinant DNA technology, and it is an important branch of the emerging synthetic biology. It is because of the development of recombinant DNA technology that people can produce a large number of protein products for research or treatment. Historical experience has continuously proved that the manufacture of a key protein molecule can quickly promote the rapid development of related fields, such as recombinant human insulin and recombinant human growth factors.

At present, the biggest bottleneck of recombinant protein manufacturing technology lies in “manufacturing”. The first difficulty is whether the target proteins can be expressed in large quantities by microorganisms or cells, and the second is how to obtain high-quality and active proteins through a series of processes and purification. Nowadays, expression systems such as E. coli, yeast, mammalian cells, insect cells, transgenic plants and transgenic animals are often used to obtain recombinant proteins. Here we take E. coli as an example to introduce the expression process of the target proteins. Firstly, the target gene was determined and suitable vectors (Table 3) and competent cells (Table 4) were selected, then the target gene was linked to an empty vector to construct a recombinant expression vector, and then the recombinant vector was transformed into host cells for culture. When OD600 reaches 0.4–0.6, an appropriate proportion of inducer was added to induce protein expression at a certain temperature, and finally the thalli were collected for purification (Figure 2). As an expression host, E. coli has become one of the best hosts for the production of recombinant proteins due to its rapid reproduction, low costs, and rapid expression of a large amount of target proteins (Rosano and Ceccarelli, 2014). In order to avoid the influence of lack of post-translational modification systems, inclusion body formation, frameshift mutations and endotoxin production on subsequent purification, several means such as changing host, vector and target gene sequence constantly, optimizing culture conditions, and co-expressing target proteins with molecular chaperones are adopted by researchers to increase protein solubility and expression (Gopal and Kumar, 2013). For the problems encountered in the expression process, a series of effective solutions have been developed. For example, T7RNAP expression activity (Li Z. J. et al., 2022; Chee et al., 2022) or growth decoupling system (Li et al., 2016; Darlington et al., 2018) can be specifically regulated when expressing toxic proteins, but this method is not universally applicable. Zhang et al. (2022) developed a dynamic equilibrium system that can achieve the overexpression of basic growth-related genes (rRNA, RNAP core enzyme, sigma factor), accurately predict and express key proteins using an ec_iECBD_1354 enzyme constraint model, and dynamically regulate the expression intensity of key growth-related proteins based on a load-driven promoter. This system alleviates the host burden effect, improves the production of recombinant proteins, and is helpful to efficiently develop expression hosts based on the properties of target proteins. However, the E. coli expression system lacks post-translational modifications, which is not conducive to the expression of eukaryotic proteins and many enzymes (Gupta et al., 2019), and increases the subsequent purification processes. Currently, the modified E. coli expression system can achieve the simple glycosylation modification of proteins (Gupta and Shukla, 2016), but it still needs to be further optimized. Some rare codons exist in protein-coding genes of higher animals, but these rare codons are not common in E. coli. Therefore, the expression of these proteins by E. coli expression system may lead to the reduction of target protein expression or premature termination of protein translation (Owczarek et al., 2019). In view of this, several online analysis softwares have been developed to detect the presence of rare codons in the gene sequence, and the expression of the target proteins can be improved through codon optimization (Gupta et al., 2019; Rosano et al., 2019). In addition, introducing short-term heat shock before induction (Oganesyan et al., 2007), adding D-sorbitol, glycerol, ethanol, NaCl (Diamant et al., 2001; Bowden et al., 1991; Oganesyan et al., 2007) and other chemical additives and/or target protein cofactors (Bushmarina et al., 2006; Rosano and Ceccarelli, 2014), glucose, lactose (Tahara et al., 2021) to the medium to change the culture conditions, and reduce the culture temperature (Carere et al., 2018; Wang et al., 2019) and IPTG concentration (Jhamb and Sahoo, 2012; Sina et al., 2015) are also effective ways to induce the high expression of the target proteins. Lactose operon lac is an inducible gene expression element, and 0.5–1 M IPTG is generally used to prevent LacI (repressor) from binding to the operator gene (Donovan et al., 1996) to achieve the expression of the target gene. In addition, to reduce the formation of inclusion bodies, coexpression of target proteins with molecular chaperones (de Marco et al., 2007; Jhamb and Sahoo, 2012; Rosano and Ceccarelli, 2014), use of weak promoters and low-copy plasmids (Kaur et al., 2018), adding fusion tags to the N-and/or C-terminus of expression vectors (Liu et al., 2019; Ruan et al., 2020), and adding signal peptides to import the target proteins into the periplasmic region (Dow et al., 2015; Vargas-Cortez et al., 2017) are usually adopted.

TABLE 3
www.frontiersin.org

TABLE 3. Commonly used plasmids and characteristics of the E. coli expression system (Kesidis et al., 2020).

TABLE 4
www.frontiersin.org

TABLE 4. E. coli BL21 and its derived host for recombinant protein expression.

FIGURE 2
www.frontiersin.org

FIGURE 2. Cultivation and purification process of recombinant protein Escherichia coli expression system.

4 Pretreatment

Before purification, the sample should be pretreated to release the total proteins from the tissue cells while maintaining the activity of the target proteins. Since different tissues and cells have different structures, different materials need to be pretreated by different methods. Commonly used pretreatment methods include mechanical method and non-mechanical method, the former includes high-speed bead milling, high-pressure homogenization and ultrasonic crushing, etc., while the latter includes osmotic pressure impact, freeze-thaw crushing, enzymatic hydrolysis and chemical crushing, etc. For example, connective tissue and adipose tissue should be removed by grinding, ultrasonic crushing (Tang et al., 2015) and centrifugation before the purification of animal materials. The seed materials should be shelled or even peeled to avoid the pollution of tannins and other substances, especially the oil seeds should be degreased with low boiling organic solvents such as ether. Plant tissues contain a wide variety of compounds, such as phenols, lipids, pigments, organic acids, carbohydrates, etc., which greatly interfere with protein extraction and proteomic analysis (Wang et al., 2008). In the purification of natural plant proteins, appropriate parts should be selected first for sampling, and then the cell wall and other components should be broken by mechanical or non-mechanical methods (Kielkopf et al., 2021) to obtain more cell lysates (Hunt, 2005), so as to ensure the smooth progress of the subsequent purification process. The purification of recombinant proteins produced by genetic engineering technology also requires pretreatment. The E. coli expression hosts are often collected by centrifugation at low temperature and broken by ultrasound. In addition, due to the mild and highly efficient action conditions of the enzyme, selecting a suitable enzyme can effectively decompose the plant or bacterial cell wall to achieve a better purification effect. Therefore, enzymatic hydrolysis has also been widely used in the process of sample pretreatment in recent years. When extracting oil crop proteins, the use of Viscozyme can fully degrade the cell wall structure and promote the release of oil and protein in peanut cells (Liu et al., 2020a). Penha et al. (2020) using Viscozyme L under the condition of 50°C can improve the recovery rate of soybean protein from 42% to 83%, the recovery rate of isoflavones from 59% to 93%, and also reduce the residue of soybean dregs by 85%, so the utilization rate of raw materials was better improved. Enzymatic hydrolysis can also reduce the sensitization of food. Liang et al. (2021) found that Alcalase, Protamex and Flavourzyme could decompose the sensitizing proteins such as casein, β-lactoglobulin and α-lactoferrin in milk, which not only reduced the sensitization of milk but also improved the content of free amino acids and nutritional quality. Therefore, the enzymatic hydrolysis can also be used to produce hypoallergenic dairy products to avoid allergic events. The above pretreatment methods can also be used as auxiliary means in the subsequent rough fractionation and fine fractionation, which can not only improve the extraction efficiency of the target proteins, but also reduce the use of some solvents (Li et al., 2021).

5 Rough fractionation

Protein extracts after pretreatment usually contains impurities such as cell debris, aggregates, nucleic acids, lipids and polysaccharides (Royce et al., 2018), it is necessary to select a set of appropriate methods to separate the target proteins from the impurities, while avoiding the degeneration and degradation of the target proteins.

5.1 Precipitation method

Precipitation method is based on the difference of solubility between proteins. By adding an appropriate precipitant to the protein extracts, the solubility of the target proteins can be changed to make it precipitate or aggregate, so as to achieve the effect of separation. Precipitation method can obtain a large amount of target proteins from cell extracts quickly and in batches (Matulis, 2016), which is a suitable choice for rough fractionation. The commonly used precipitation methods include salting out, isoelectric point precipitation and organic solvent fractionation.

5.1.1 Salting out precipitation

The solubility of protein is susceptible to the influence of ionic strength in solution. At low salt concentrations, the solubility of proteins will increase with the increase of salt concentrations in the solvent. This phenomenon is called salting in, and the proteins at this time still maintains the folded conformation and stability. If the salt concentration continues to increase, the hydration force of the solution will be enhanced, leading to the destruction of the hydration film on the surface of the proteins, resulting in the reduction of protein solubility, and then aggregation or precipitation. This phenomenon that the solubility of proteins decreases with the increase of salt concentrations is called salting out (Duong-Ly and Gabelli, 2014). The salting out method has the advantages of safety, mild action conditions, maintaining the biological activity of the target protein, low cost and simple operation. However, a large amount of salting-out agent is often left in the sediment, and some contaminates will also precipitate along with the target proteins. Therefore, desalination treatment is also an important part of the salting out precipitation method. Commonly used neutral inorganic salts are ammonium sulfate, sodium sulfate, magnesium sulfate and potassium phosphate. Ammonium sulfate has the advantages of good solubility, low price, easy preparation of high purity products, stability of protein structure and so on. It is the most commonly used neutral inorganic salt in salting out, especially for the purification of acidic proteins. In addition, ammonium sulfate can also be used with other precipitants to achieve better precipitation effect. Ovotransferrin has the functions of anti-oxidation, antibacterial and promoting iron absorption (Rathnapala et al., 2021). Abeyrathne et al. (2013) separated ovotransferrin from egg white by combining ammonium sulfate precipitation with critic acid. This process does not introduce highly polluting chemical reagents, so the ovotransferrin isolated by this method can be used in food and drug production after ultrafiltration desalination. In practical research, the optimal salt concentration of protein precipitation is usually determined by gradually increasing the salt concentration to separate the target proteins one by one under certain temperature and pH conditions. Hazim Abdul Hameed and Hussein Ali (2021) reported that 60% ammonium sulfate was the optimal ratio for rough fractionation when purifying the extracellular L-glutamate oxidase of Streptomyces, and the specific activity of the target protein could reach 8.25 U/mg. In addition, the ammonium sulfate salting out precipitation method can also be used for the isolation and purification of special DNA structures, such as the purification of DNA origami nanostructures reported by Hanke et al. (2022).

5.1.2 Organic solvent precipitation

Organic solvent precipitation is another commonly used method for rough fractionation of proteins, the principle of organic solvent precipitation is that multifold organic solvent is added to the extract of biological macromolecules such as proteins to reduce the dielectric constant of the solution and increase the interaction between protein molecules, so that the solubility of proteins is significantly reduced and eventually aggregation or precipitation occurs. This method is conducive to the precipitation of high molecular weight proteins, while low molecular weight proteins or peptides are not easy to aggregate in organic solvents and remain in the supernatant (Baghalabadi and Doucette, 2020). Different organic solvents usually differ in their abilities to precipitate proteins, and common organic precipitants include acetone, isopropanol, ethanol, and methanol.

Organic solvents are usually volatile, so the residual organic solvents in the target proteins can be easily and quickly removed, and some organic solvents themselves can also be used as protein bactericides. As a commonly used organic solvent, acetone can greatly reduce protein degradation, have little impact on protein activity, and avoid contamination of impurities such as salt and polyphenol (Shaw and Riederer, 2003). When using the organic solvent precipitation to purify proteins on a large scale, it is necessary to first determine the optimal solvent concentration of the target proteins and the optimal volume ratio of protein extract to precipitant. The organic solvent selected as the precipitant should not have the ability to dissolve the target proteins, so the precipitant can be used to dissolve the soluble substances first, and then select an appropriate way to further extract the target proteins and other insoluble substances remaining in the precipitates (Wang et al., 2008; Wu et al., 2014). However, some organic solvents can destroy the hydrogen bonds in proteins and change the spatial structure of target proteins. For example, organic solvents such as ethanol release heat when mixed with water, which is easy to cause protein denaturation and inactivation. Furthermore, the precipitation process needs to consume a large amount of organic solvents and most of them are toxic and flammable, the operation is complex and the costs are high, the process needs to be carried out at low temperature, and the recovery rate is also lower than that of the salting-out method, all these make this method has certain limitations. However, in proteomic analysis, organic solvent precipitation can selectively deplete high molecular weight proteins or enrich low molecular weight proteins in soluble components, increase the detection coverage of small molecular weight proteins, and help improve the accuracy of proteomic analysis (Periasamy et al., 2021; Nickerson et al., 2022).

5.1.3 Isoelectric point precipitation

The principle of isoelectric point precipitation is based on the fact that different proteins have different isoelectric points. When the pH value of proteins extract reaches the isoelectric point of the target protein, the net charge of the target protein is zero, the solubility is minimum, and the conformation is in the most compact state (Matulis, 2016), and no swimming occurs in the electric field, so as to achieve the purpose of separation. The isoelectric point precipitation is easy to operate and has various pH adjustment methods. However, this method also has defects. For example, when the pH reaches the isoelectric point of the target protein, it still has a certain solubility, resulting in incomplete precipitation. In addition, the inorganic acid/base (hydrochloric acid and sodium hydroxide) introduced in the adjustment of pH is easy to cause irreversible denaturation of the target proteins, and the isoelectric points of many proteins are relatively close, so the effect of isoelectric point precipitation alone is not ideal, with poor resolution and low purity, and generally only used for the preliminary purification of proteins. In order to solve the above problems, isoelectric point precipitation is often used together with other methods. For example, Watanabe et al. (2015) used isoelectric point precipitation combined with electrolytic water treatment technology to purify proteins from rice bran, which can not only significantly improve the purity and extraction efficiency of proteins, but also recover phosphorus containing compounds. Li et al. (2021) used ultrasonic assisted alkaline electrolyzed water to extract proteins from Euphausia superba, which can not only reduce the consumption of NaOH, but also maintain the activity of proteins and improve the yield of krill proteins.

5.1.4 Other precipitation methods

Nonionic polymer precipitation was first used to extract immunoglobulin. In recent years, it has been widely used in the isolation and purification of proteins, polypeptides, nucleic acids and enzymes (Wang et al., 2008). The polymers include dextran, NPEP, and polyethylene glycol (PEG) with different molecular weights.

The commonly used polymer PEG is an inert substance with high stability to proteins and can be stored at −20°C for a long time. PEG is generally harmless to the human body and is widely used in cosmetics and medical products (Geng et al., 2019), but some people may develop systemic allergic reactions when using these products (Sellaturay et al., 2021). PEG combined with other forms of precipitant can improve the purification efficiency and reduce the consumption of some substances. Aqueous two-phase systems (ATPS), for example, have emerged as an alternative technology for protein recovery and concentration. Menegotto et al. (2021) established the maximum recovery condition of A. platensis protein using 16% sodium citrate and 18% PEG (1500 Da), and achieved a purification factor of 1.02 and a protein recovery rate of 75%. Geng et al. (2019) used 15% PEG to separate ovalbumin, ovomucin and ovotransferrin at 10°C, pH6.5 and 100 mM NaCl, then obtained a purity of 95.1% ovalbumin by isoelectric precipitation (pH4.5, 4°C) combined with HPLC purification, and the recovery rate was 46.4%. Ovalbumin can be extracted from several kilograms of egg white within 2–3 h. Furthermore, PEG is easier to extract LDL from egg yolk than ammonium sulfate (Wang et al., 2018).

5.2 Centrifugation method

The principle of centrifugation is that when an object moves in a circle around a central axis, the moving object is subjected to centrifugal force, under the action of centrifugal force to achieve the purpose of protein separation. Centrifugation is also a suitable choice for rough fractionation, which can be used as a rough fractionation scheme alone or as a key step in multi-step purification. For example, after precipitation or mechanical crushing, more precipitates can be gathered together by centrifugation to achieve a better separation effect. The commonly used centrifugation methods in protein purification are differential centrifugation and density gradient centrifugation.

5.2.1 Differential centrifugation

Differential centrifugation is based on the difference in sedimentation velocity of proteins with different sizes. The method achieves the effect of separation by continuously increasing the relative centrifugal force, controlling the centrifugation time, and conducting multiple centrifugations (Figure 3). Muthunayake et al. (2020) used differential centrifugation to enrich Bacterial Ribonucleoprotein Bodies (BR bodies) from Caulobacter crescentus. Ma et al. (2020) isolated the apoptotic bodies by differential centrifugation after inducing the apoptosis of osteoclasts. Differential centrifugation can obtain different cells more quickly than the conventional washing method during the isolation of mouse bone marrow cells, and it does not affect the cell viability and the distribution of hematopoietic cell populations (Heib et al., 2021). The advantage of differential centrifugation is that it is relatively convenient to separate multiple samples simultaneously. However, this method requires repeated centrifugation, which is more complex. In addition, the precipitate needs to be washed, dissolved and re precipitated for many times during the purification process, which is easy to cause sample loss and yield reduction.

FIGURE 3
www.frontiersin.org

FIGURE 3. Differential centrifugation process. Different protein components were precipitated different centrifuge tubes with different centrifugal force and times.

5.2.2 Density gradient centrifugation

Density gradient centrifugation is also called zonal centrifugation. The protein samples to be separated were placed on the surface of density gradient formed by the medium (sucrose, cesium chloride, etc.) with gradually increasing density and high solubility, and the proteins of different shapes and sizes were separated by centrifugal force to form different settling zones at different settling speeds (Figure 4). This method can separate multiple components in mixed samples with high resolution and low cost. At present, it has been widely used for the isolation and purification of cells, organelles, viruses, bacteria, nucleic acids, proteins, etc. For example, the inner and outer membrane of liver tissue can be separated by sucrose density gradient centrifugation (Lin et al., 2010), and mitochondria after differential centrifugation can also be further refined purified (Clayton and Shadel, 2014). Szelechowski et al. (2013) purified adenoviruses and bacteriophages by cesium chloride density gradient centrifugation. Nasukawa et al. (2017) reduced the centrifugal force from 100,000g to 40,000 g and increased the centrifugation time from 1 to 2 h under the condition of 4°C, and completed the phage purification by non ultracentrifugation, realizing the virus purification without ultracentrifuge. In the final step of bacterial ribosome purification, polysomes were purified for in vitro cell-free translation systems by centrifugation of samples containing 70S monomers, ribosomal subunits, and polysomes through a linear sucrose gradient of 7%–30% (w/w) (Rivera et al., 2015). Wichmann et al. (2021) used OptiPrep density gradient centrifugation to isolate a higher proportion of bacteria from the complex matrix with low microbial load, confirming the compatibility of this method with Raman spectroscopy, and the combination of the two methods can improve the accuracy of bacterial infection diagnosis.

FIGURE 4
www.frontiersin.org

FIGURE 4. Density gradient centrifugation process.

5.3 Dialysis method

Dialysis is a method to separate colloidal substances such as proteins from other small molecular substances including inorganic salt ions and reducing agents based on the principle that protein and other macromolecular particles are large, have colloidal properties, and cannot freely pass through the semi-permeable membrane (Echave et al., 2021). The activity of purified protease can be improved by attaching specific substances targeting the target protease to the semi permeable membrane (Labus et al., 2020). In order to improve the recovery rate of the target proteins during dialysis, factors such as buffer exchange time, the design of dialysis system, and the chemical and morphological characteristics of dialysis membrane should be considered. In terms of buffer exchange time, the increasing temperature can accelerate the molecular movement and increase the intrinsic diffusion of proteins across the semi-permeable membrane to reduce dialysis time, but increasing temperature may also have adverse effects on protein activity. Therefore, the maximum temperature at which protein activity can be maintained should be determined in advance when using dialysis for protein purification (Burgess, 2016). Dialysis is also commonly used for desalting treatment after the end of salting out. When the protein solution is in a high concentration and high salinity state, dialysis is usually the best method to remove ammonium sulfate from the sample (Duong-Ly and Gabelli, 2014). Phycocyanin has antioxidant, anticancer, liver and kidney protection effects (Piovan et al., 2022), and has been widely used in the production of drugs and nutritional products in recent years. Khazi et al. (2020) pretreated Cyanobacteria to obtain the crude extract of phycocyanin. Ammonium sulfate was added into the crude extract in sections, and the supernatant was removed by centrifugation after full stirring, then the phycocyanin was resuspended and dialyzed overnight to achieve further purification effect.

5.4 Ultrafiltration method

Ultrafiltration is also a method based on membrane separation, which can achieve the effect of concentration and is also a common way of desalination (Thammasena et al., 2020). The performance of ultrafiltration membrane is the key to the success of protein separation. Most ultrafiltration membranes consist of a sturdy scaffold structure with a very thin polymer layer attached to it. Cellulose acetate can be used for filtration, gas separation, adsorption and ion exchange (Vatanpour et al., 2022) due to its advantages of film-forming, good chemical activity (Ma et al., 2022), high stability (Muhmed et al., 2019) and hydrophilicity, environmental protection, and appropriate costs (Sharma et al., 2020; Syamani, 2020). Although the production technology of membranes used for ultrafiltration has not changed in the past few decades, the control technology of thin layer pore size distribution, membrane morphology and membrane modification has been significantly improved. It is this thin layer that provides the properties required for a selective permeability membrane and determines the flow resistance (Burgess, 2016). The new dopamine modified cellulose acetate ultrafiltration membrane is a relatively advanced filter membrane. The use of Dopamine-modified cellulose acetate overcome the trade-off between permeability and selectivity of conventional cellulose acetate membranes to some extent, possess good antifouling capability and long-term stability, and intercept effectively the target protein as well as improve the water permeability (Ma et al., 2022). In order to avoid the accumulation of intercepted proteins on the membrane surface, tangential flow filtration can be used (Busatto et al., 2018). The principle is that the protein solution is driven by the pump to flow along the direction tangent to the membrane surface. The pressure difference formed on the membrane makes part of the liquid pass through the membrane, while the other part of the liquid flows tangentially through the membrane surface to wash away the intercepted protein molecules. The currently developed one-way tangential flow ultrafiltration technique enables the continuous ultrafiltration of mAb by increasing the surface area and the residence time (Thakur et al., 2022). Ultrafiltration is also applied to the treatment of diseases such as acute heart failure (Costanzo, 2019), the removal of pathogens from seawater (Cordier et al., 2020), the purification of the vaccine product (Emami et al., 2019) and recombinant ferritin (Palombarini et al., 2019), and the treatment of galvanized waste-water (Oztel et al., 2020).

To sum up, the rough fractionation methods are relatively simple and have a large processing flux. They can not only remove a large number of impurities, but also concentrate the protein solution to achieve partial purification, while maintaining a high recovery rate (Mazi et al., 2016). Among the above rough fractionation techniques, PEG precipitation, ultrafiltration, differential centrifugation and other methods can achieve the concentration of viruses in wastewater (Dumke et al., 2021). During the SARS-CoV-2 pandemic, many countries used these methods to enrich and detect viruses in wastewater, thereby boosting epidemiological surveillance and playing an early warning effect (Ahmed et al., 2020; Medema et al., 2020; Ai et al., 2021; Hillary et al., 2021). However, the effect of rough fractionation is poor, so in some important structural and functional analysis studies, it is necessary to combine more refined fractionation methods to obtain the target proteins with higher purity.

6 Fine fractionation

After a series of pretreatment and rough fractionation, the volume of the sample was reduced and most of the impurity proteins were removed. The purpose of fine fractionation is to separate the target proteins from some proteins of similar size and physical and chemical properties to obtain higher purity, so as to meet the needs of different research fields. At the same time, higher resolution and stronger specificity are required in the process of fine fractionation.

6.1 Chromatography

Chromatography is based on the difference in physical and chemical properties of different substances (Scopes, 2001). It has been used to extract plant pigments as early as the beginning of the 20th century. At present, chromatography has been widely used in the separation of proteins, nucleic acids, polysaccharides, peptides and other biological macromolecules. Chromatography can be divided into adsorption chromatography and non-adsorption chromatography according to whether the sample is bound to the filler. The former mainly includes ion exchange chromatography, hydrophobic chromatography, affinity chromatography and reverse phase chromatography, while the latter mainly includes gel filtration chromatography. Several commonly used chromatographic techniques are introduced as follows. (Table 5).

TABLE 5
www.frontiersin.org

TABLE 5. Comparison of common chromatographic separation methods.

6.1.1 Gel filtration chromatography

Gel filtration chromatography, also known as molecular sieve chromatography, is one of the most effective methods developed in the 1960s to separate and purify different proteins based on molecular size, and is also the gold standard for separating protein polymers from their monomers (London et al., 2014). In the elution process, proteins with high molecular weight first flow out along the gap between the gel particles, while proteins with low molecular weight can enter the gel mesh, resulting in flow obstruction and slow outflow. The required proteins can be collected according to the time sequence of elution (Figure 5). The matrix for gel filtration can be composed of a variety of materials, including simple substances such as dextran (Sephadex™ Series), agarose (Sepharose™ Series) and polyacrylamide (bio-Gel Series) or mixtures composed of dextran polyacrylamide (Sephacryl™ Series) or dextran-agarose (Superdex™ Series). Gel filtration chromatography, which has the advantages of simple operation, rapid separation without affecting biological activity, has been widely used for the isolation and purification of proteins or peptides (Gao et al., 2016). At the same time, the dextran gel can also be used for desalination after salting out. However, the gel filtration chromatography also has certain defects. The chromatography column is longer than other separation columns, so the flow rate is slower, the elution time is longer, and higher column pressure and more fillers are required. Gel filtration chromatography is often used in combination with other chromatography methods (Li Z. et al., 2022). To further investigate the effect of D614G substitution on the structure of SARS-CoV-2 spike protein, Zhang et al. (2021) purified the SARS- CoV-2 spike protein carrying D614 or G614 with detergent DDM, further purified it through gel filtration chromatography and used it for structural analysis, providing a structural basis for the development of new coronavirus vaccine. Ye et al. (2022) used 70% methanol as elution buffer, and obtained high concentrations of isoorientin and four flavone C-glycosides from bamboo leaf flavonoid by gel filtration chromatography. Gel filtration chromatography can also be used in the last step of purification of low molecular weight hyaluronic acid (Karami et al., 2021). Cao et al. (2022) used TALON IMAC metal chelation chromatography and gel filtration chromatography to obtain pure serotonin 2A receptor (5-HT2AR) for research on the treatment of depression. Zhang Y. et al. (2021) obtained high-purity NMDA receptors by combined use of Strep-Tactin affinity chromatography and gel filtration chromatography (Superose six Increase), and the analysis of its three-dimensional structure by cryo-EM provided new insights for the development of antidepressants. Moreover, gel filtration chromatography also plays an important role in medical examination and is the gold standard for the detection of macroprolactin (Vilar et al., 2019). When the recovery rate of thyroid stimulating hormone (TSH) does not decrease, the gel filtration chromatography can be used to detect the presence of macro-TSH as the evaluation index of normal thyroid function (Fukushita et al., 2021).

FIGURE 5
www.frontiersin.org

FIGURE 5. Principle of gel filtration chromatography. Collect effluents at different times according to different target protein sizes.

Gel filtration chromatography is suitable for the separation of proteins with larger or smaller molecular weight. When the molecular weight of proteins in the sample is moderate, the purity of the target proteins obtained is relatively low. When the molecular weight of proteins is 25% different from each other, they can be completely separated by a single gel column. In addition, the viscosity of the sample should not be too high, otherwise the mass transfer resistance will increase, and the gel particles will sometimes have non-specific adsorption, which is easy to block the column.

6.1.2 Ion exchange chromatography

Ion exchange chromatography uses ion exchanger as stationary phase to separate and purify according to the difference in reversible binding strength between component ions in the mobile phase and equilibrium ions on the exchanger. Ion exchangers are made by introducing several dissociable groups (active groups) into an insoluble polymer substance (the parent body). It is the many covalently bound charged groups and convertible ions fixed to the parent body that play a key role in the chromatography process. The interaction strength between the proteins and ion exchangers changes with the buffer salt concentration or pH, and the protein is eluted according to the binding strength, so as to achieve the purpose of separation and purification. According to the properties of active groups, ion exchangers can be divided into cation exchangers and anion exchangers. According to the difference of parent, ion exchangers can be divided into ion exchange resin, ion exchange cellulose, and ion exchange gel. The basic steps of ion exchange chromatography include: balance, loading, washing, elution and rebalance (Figure 6). Generally, the sample loading is completed under the condition of low salt ion concentration, and elution is carried out with high concentration salt ion buffer solution. Factors affecting the interaction between ion exchanger and protein include the charge of protein and ion exchanger, dielectric constant of medium, competition of other ions for ion exchanger and charged group of protein, charge distribution on protein surface, properties, temperature, additives of special ions in solvent, and non-electrostatic interaction and hydrogen bond between protein and ion exchanger (Evert and Irwin, 2011).

FIGURE 6
www.frontiersin.org

FIGURE 6. Principle of ion exchange chromatography.

Ion exchange chromatography has the advantages of moderate costs, high resolution, easy expansion, and large-scale purification. Low concentration protein and polynucleotide solution can be rapidly concentrated to achieve the purification effect (Evert and Irwin, 2011). At present, it has been automated and has become the most functional and widely used one among all chromatography technologies. However, even under the most accurate conditions, pure target protein cannot be obtained by ion exchange alone, so it is necessary to combine centrifugation, salting out and other steps to achieve fine purification. Antibacterial proteins produced by plant tissues are effectively effective against microbial invasion (Gonzalez-Lamothe et al., 2009). Radhakrishnan et al. (2022) isolated a leucine-rich lumen binding protein of 24 kDa from Solanum trilobatum leaves by ammonium sulfate precipitation and ion exchange chromatography, which was found to have antibacterial activity and edible properties, and can be used for the clinical treatment of S. aureus and V. cholerae infections to alleviate the bacterial drug resistance. Ion exchange chromatography can also remove various impurities such as target protein variants, host cell residual proteins, DNA, culture medium components, endotoxin, and viruses (Saraswat et al., 2013; Tripathi, 2016; Kimia et al., 2019; Masuda et al., 2019). In recent years, some improved ion exchange chromatography methods have been proposed. For example, Santry et al. (2020) added NatriFlo® HD-Q membrane and interfering agent to the anion exchange chromatography and developed the interference chromatography technology, which can purify high titer, and clinical grade oncolytic virus by using the difference of molecular bonding interaction, resulting in realizing the large-scale production of oncolytic virus and promoting the application of oncolytic virus in tumor immunotherapy. Jing et al. (2021) adopted a new double column continuous flow chromatography (called the new N-rich mode), that is, strong cation chromatography column (SCX) and weak cation chromatography column (WCX) were used respectively, and the buffer solution system, flow rate and elution gradient were optimized at the same time. After 22 cycles, enrich acidic variants of an IgG1 mAb with a purity of nearly 100% was obtained, significantly improving the purity of the target proteins.

6.1.3 Affinity chromatography

Affinity chromatography (AFC), also known as liquid chromatography, is the most selective technology developed in the 1960s. The principle of affinity chromatography is that one or a group of proteins can selectively and reversibly combine with specific ligands, and the separation of target proteins can be realized according to the different binding abilities of different proteins to specific ligands. Affinity ligands with special structures are usually fixed in the column as stationary phase carriers, forming the basis for affinity column separation or purification of complementary targets (Block et al., 2009). When the protein mixture passes through the chromatographic column, some proteins with affinity are adsorbed on the stationary phase carriers (Arora et al., 2017). Conversely, proteins without affinity will flow out directly (Figure 7). The adsorbed protein can be eluted by selecting an appropriate elution buffer and changing the binding conditions. Affinity chromatography is fast, simple, and highly efficient (Lacki and Riske, 2020), which is often used to isolate compounds with specific tags or to study interactions between biological macromolecules. The interactions between proteins and ligands are based on non-covalent interactions such as electrostatic gravity, molecular hydrophobicity, van der Waals forces and hydrogen bonding forces.

FIGURE 7
www.frontiersin.org

FIGURE 7. Affintiy chromatography process.

The carrier of affinity chromatography should have the following characteristics (Chen et al., 2003): 1) Insoluble in water, but highly hydrophilic; 2) Inert substance with good specificity; 3) There are enough chemical groups for activation; 4) Stable physical and chemical properties; 5) Good mechanical properties, with a certain particle shape to maintain a certain flow rate; 6) Good permeability, with porous network structure for free passage of macromolecular substances; 7) It can resist the damage to microorganisms and alcohols. The commonly used stationary phase carriers include alumina, polyacrylamide gel, dextran gel, cellulose, agarose, metal chelate and so on.

Affinity tags are important recognition structures for affinity chromatography, located inside the N terminus of the target protein, whose essence is a protein or a peptide. Some affinity tags also help the protein fold (Kou et al., 2007), increase solubility (Hammarstrom et al., 2002; Chen et al., 2005; Nallamsetty and Waugh, 2006), and in turn increase the yield of the target proteins (Sun et al., 2005). Currently, multiple types of affinity tags have been developed. The most commonly used His tag (Kinrade et al., 2020) is composed of six or more tandem histidine residues, and it is small, cheap, and has little impact on the structure and function of the target proteins (Figure 8) (Lichty et al., 2005). Abis et al. (2019) purified human soluble cyclooxidative hydrolase by nickel ion chelation chromatography combined with and BTS (Benzylthio-Sepharose) affinity chromatography, and the target proteins showed a high purity, as determined by SDS-PAGE analysis. Ge et al. (2022) purified the recombinant SARS-CoV-2 S1 protein by immobilized metal affinity chromatography and used it as an antigen for immunizing hens. Öztürk and Demir (2021) proposed to use CTS-p (HEMA) -Cu2+as an IMAC adsorbent, which can quickly, efficiently and repeatedly detect the amount of residues of melamine in different complex substrates. Wang et al. (2022) used titanium (IV) ion-fixed metal affinity chromatography (Ti4+ -IMAC) to jointly extract DNA binding proteins (DBPs) and RNA binding proteins (RBPs), which contributes to the efficient analysis of nucleic acid-binding proteins in cells. Affinity tags can be divided into epitope tags and protein/domain tags, where His, Strep, HA, etc., are often used as epitope tags, GST, MBP, CBP, etc., are often used as protein/domain tags, At the same time, we also screened some new tags found in recent years (Table 6). The tandem use of affinity tags can successfully purify single proteins or protein complexes (Figure 9) (Mishra, 2020). For example, connecting His10 at the C end and twin Strep tag at the N end can purify the complete membrane protein receptor CB2 from E. coli (Yeliseev et al., 2017). When the affinity tag interferes with the structure or function of the target proteins, the tag is often removed by enterokinase, factor Xa, thrombin, tobacco etch virus (TEV) or human rhinovirus 3C protease or by introducing an inclusion peptide (Zhao et al., 2013). It was found that the natural protein A in the cell wall of S. aureus has a strong specific affinity with the Fc fragment of IgG, and the protein A as an affinity ligand can effectively reduce process impurities, and has become the gold standard for monoclonal antibody purification (Das et al., 2020). Protein A was genetically engineered to produce the alkali resistant recombinant protein A product MabSelect SuRe, and further purified to obtain a bispecific antibody m3s193 BsAb with a purity of more than 95%, which can be used for the treatment of gastric cancer (Chen et al., 2021). Therefore, using MabSelect SuRe or developing more potential recombinant protein A products and producing more antibodies against different cancers will effectively improve cancer cure rates and help the biomedical and health industries.

FIGURE 8
www.frontiersin.org

FIGURE 8. Overall flow chart of nickel column chromatography. (A) Overall flow chart. (B) Plasmid construction transformation. (C) Nickel column chromatography process and his tag structure.

TABLE 6
www.frontiersin.org

TABLE 6. Characteristics and applications of the common affinity tags.

FIGURE 9
www.frontiersin.org

FIGURE 9. Tandem affinity purification process (Mishra, 2020)

6.1.4 Hydrophobic chromatography

There are some amino acids with hydrophobic side chains on the surface of most proteins, such as phenylalanine, tryptophan, methionine, etc. The number, size and distribution of these amino acids determine the properties of proteins (O'Connor and Cummins, 2017). Hydrophobic chromatography is a purification technology developed based on the hydrophobicity difference of proteins. The balance of hydrophobicity is mainly controlled by salt (Figure 10). Generally, controlling the concentration of salt ions can effectively remove the self-aggregation or self-interaction caused by hydrophobic interaction within the sample. Hydrophobic chromatography can also be used to remove impurities and monitor the purity of the target proteins. Weigel et al. (2019) used hydrophobic chromatography to reversibly combine virus particles to remove residual contaminated DNA and proteins when purifying influenza A and B viruses.

FIGURE 10
www.frontiersin.org

FIGURE 10. Regulation of salt ion concentration on hydrophobicity balance.

7 Challenges and future perspectives

Protein is the material basis of life activities. With the continuous development of molecular biology, structural biology, genomics and bioinformatics, people gradually realize that it is far from enough to clarify the phenomenon and the nature of life activities only by genome sequence analysis. It is also necessary to study life activities from the perspective of proteomics. Only by integrating multi omics can we better understand the phenomena and laws of life, and then reveal the nature of life. Protein isolation and purification is an important technology in the field of biochemistry. At present, it has made unprecedented progress in food, medicine, agriculture, fermentation, textile and other fields. Since proteins are often exist in complex mixtures in tissues or cells, host contamination, sample solubility, structure integrity, purity and biological activity of proteins make purification a delicate and complex task. Therefore, efficient protein purification technology is the basis and key of protein related research.

Protein production has been facing great challenges. Firstly, the establishment of the protein purification scheme requires repeated trials, constant exploration, tedious steps and long cycle, which increases the risk of loss of protein activity. Secondly, the acquisition of high-purity target proteins requires the cooperation of multiple devices, which increases the research cost. Thirdly, other biological macromolecules other than target proteins are often treated as impurities. In fact, the recycling of these substances is of great significance in the field of life and health. Finally, the isolation and purification of membrane proteins has always been a difficult problem in the field, and how to efficiently separate and purify various membrane proteins is still a valuable topic. Therefore, shortening the production process, reducing the production cost, and building a recycling system to recycle valuable substances without destroying the activity and yield of the target proteins are the directions for further development in the future.

At present, the bio health industry has become the focus of global attention, and is bound to be the next explosion point of economic development. With the continuous improvement of people’s living standards, people’s desire for a healthy life has become increasingly urgent. The most promising branches of the life health industry mainly include: second-generation sequencing, in vitro diagnosis, immunotherapy, stem cell therapy, biopharmaceutical, etc. The most critical steps in the second-generation sequencing process of library building, capture, and sequencing require the participation of a wide variety of enzymes or proteins. Moreover, the most important factor determining the detection accuracy of various biochemical detection reagents used by major hospitals and third-party detection institutions is the quality of antibodies, antigens or enzymes in these kits.

In recent years, immune and stem cell therapies have been developing rapidly. It is the wide variety of protein-like cytokines that play a key role in the process of cell culture, proliferation and activation, and these factors are key to the success of this therapeutic technique. Most biopharmaceutical molecules are proteins themselves, so the manufacturing cost and the successful development of dosage forms of these drug molecules are usually directly related to the success of this new drug research and development project. In the process of research, development and production of leading biopharmaceutical molecules, it is also inevitable to require the participation of some enzymes and protein molecules. Sometimes the activity or cost of a key enzyme can determine the life and death of this biopharmaceutical research and development project. Insulin, for example, requires two enzymes in its production process. Therefore, successful control of the production of these key raw materials enzymes will better benefit mankind.

In summary, although protein-related products are in the upstream of the life and health industry, it is this upstream that firmly affects the trend and direction of the entire industry. It can be seen that the core competitiveness of the above fields lies in a variety of core protein products upstream. Therefore, how to better accelerate the development of life and health in the post epidemic era is what people expect, and how to better apply the progress made in the protein field to protect people’s life and health still requires our continuous efforts.

Author contributions

All authors listed have made a substantial, direct and intellectual contribution to this work, and approved it for publication. Conception: LL and BX; Writing—original draft: MD, ZH, LL, and BX; Methodology, investigation and revising: ZH, YX, XC, LF, and ZL; Writing—Reviewing and Editing: MD, ZH, LL, and BX.

Funding

This study was supported by Fundamental Research Program of Shanxi Province (Grant no. 202103021223397), Science and Technology Innovation Project of Colleges and Universities in Shanxi Province (Grant no. 2020L0749), Key R&D Projects of Introducing High-Level Scientific and Technological Talents in Lvliang City (Grant no. 2021RC-1-4), the Project of Luliang City Science and Technology Program (Grant no. 2020SHFZ29), the National College Students’ Innovation and Entrepreneurship Training Program (Grant no. 202117114001), the Key Projects of Innovation and Entrepreneurship Training for College Students in Shanxi Province (Grant no. S202117114008; Grant no. 20221577), and Projects of Innovation and entrepreneurship training program for college students of Fenyang College of Shanxi Medical University (Grant no. FDC202111).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Abbreviations

PEG, Polyethylene glycol; AFC, Affinity chromatography; PEGMA, Polyethylene glycol methacrylate; IPTG, Isopropyl-beta-D-thiogalactopyranoside; BTS, Benzylthio-Sepharose; DTT, DL-Dithiothreitol; DDM, n-dodecyl-β-D-maltopyranoside.

References

Abeyrathne, E. D. N. S., Lee, H. Y., Ham, J. S., and Ahn, D. U. (2013). Separation of ovotransferrin from chicken egg white without using organic solvents. Poult. Sci. 92 (4), 1091–1097. doi:10.3382/ps.2012-02654

PubMed Abstract | CrossRef Full Text | Google Scholar

Abis, G., Charles, R. L., Eaton, P., and Conte, M. R. (2019). Expression, purification, and characterisation of human soluble Epoxide Hydrolase (hsEH) and of its functional C-terminal domain. Protein Expr. Purif. 153, 105–113. doi:10.1016/j.pep.2018.09.001

PubMed Abstract | CrossRef Full Text | Google Scholar

Ahmed, W., Angel, N., Edson, J., Bibby, K., Bivins, A., O'Brien, J. W., et al. (2020). First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: A proof of concept for the wastewater surveillance of COVID-19 in the community. Sci. Total Environ. 728, 138764. doi:10.1016/j.scitotenv.2020.138764

PubMed Abstract | CrossRef Full Text | Google Scholar

Ai, Y. H., Davis, A., Jones, D., Lemeshow, S., Tu, H. L., He, F., et al. (2021). Wastewater SARS-CoV-2 monitoring as a community-level COVID-19 trend tracker and variants in Ohio, United States. Sci. Total Environ. 801, 149757. doi:10.1016/j.scitotenv.2021.149757

PubMed Abstract | CrossRef Full Text | Google Scholar

Akin, E. J., Alsaloum, M., Higerd, G. P., Liu, S. J., Zhao, P., Dib-Hajj, F. B., et al. (2021). Paclitaxel increases axonal localization and vesicular trafficking of Nav1.7. Brain 144 (6), 1727–1737. doi:10.1093/brain/awab113

PubMed Abstract | CrossRef Full Text | Google Scholar

Arora, S., Saxena, V., and Ayyar, B. V. (2017). Affinity chromatography: A versatile technique for antibody purification. Methods 116, 84–94. doi:10.1016/j.ymeth.2016.12.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Baghalabadi, V., and Doucette, A. A. (2020). Mass spectrometry profiling of low molecular weight proteins and peptides isolated by acetone precipitation. Anal. Chim. Acta X. 1138, 38–48. doi:10.1016/j.aca.2020.08.057

PubMed Abstract | CrossRef Full Text | Google Scholar

Baghban, R., Farajnia, S., Rajabibazl, M., Ghasemi, Y., Mafi, A., Hoseinpoor, R., et al. (2019). Yeast expression systems: Overview and recent advances. Mol. Biotechnol. 61 (5), 365–384. doi:10.1007/s12033-019-00164-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Beigh, M. M. (2016). Next-generation sequencing: The translational medicine approach from "bench to bedside to population. Med. (Basel). 3 (2), 14. doi:10.3390/medicines3020014

PubMed Abstract | CrossRef Full Text | Google Scholar

Bhataya, A., Schmidt-Dannert, C., and Lee, P. C. (2009). Metabolic engineering of Pichia pastoris X-33 for lycopene production. Process Biochem. 44 (10), 1095–1102. doi:10.1016/j.procbio.2009.05.012

CrossRef Full Text | Google Scholar

Bhawsinghka, N., Glenn, K. F., and Schaaper, R. M. (2020). Complete genome sequence of Escherichia coli BL21-AI. Microbiol. Resour. Announc. 9 (10), e00009-20–e00020. doi:10.1128/MRA.00009-20

PubMed Abstract | CrossRef Full Text | Google Scholar

Bill, R. M., and Hedfalk, K. (2021). Aquaporins - expression, purification and characterization. Biochimica Biophysica Acta - Biomembr. 1863 (9), 183650. doi:10.1016/j.bbamem.2021.183650

PubMed Abstract | CrossRef Full Text | Google Scholar

Block, H., Maertens, B., Spriestersbach, A., Brinker, N., Kubicek, J., Fabis, R., et al. (2009). Immobilized-metal affinity chromatography (IMAC): A review. Methods Enzymol. 463, 439–473. doi:10.1016/s0076-6879(09)63027-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Boonchuay, P., Techapun, C., Leksawasdi, N., Seesuriyachan, P., Hanmoungjai, P., Watanabe, M., et al. (2021). Bioethanol production from cellulose-rich corncob residue by the thermotolerant Saccharomyces cerevisiae TC-5. J. Fungi (Basel). 7 (7), 547. doi:10.3390/jof7070547

PubMed Abstract | CrossRef Full Text | Google Scholar

Bowden, G. A., , A. M. P., and Georgiou, G. (1991). Structure and morphology of protein inclusion bodies in Escherichia coli. Nat. Biotechnol. 9 (8), 725–730. doi:10.1038/nbt0891-725

PubMed Abstract | CrossRef Full Text | Google Scholar

Bromberg, R., Cai, K., Guo, Y., Plymire, D., Emde, T., Puzio, M., et al. (2022). The His-tag as a decoy modulating preferred orientation in cryo-EM. Front. Mol. Biosci. 9, 912072. doi:10.3389/fmolb.2022.912072

PubMed Abstract | CrossRef Full Text | Google Scholar

Burgess, R. R. (2016). Guidelines to protein purification. 2nd Edition. Amsterdam, Netherlands: Elsevier.

Google Scholar

Busatto, S., Vilanilam, G., Ticer, T., Lin, W. L., Dickson, D. W., Shapiro, S., et al. (2018). Tangential flow filtration for highly efficient concentration of extracellular vesicles from large volumes of fluid Cells 7 (12), 273. doi:10.3390/cells7120273

PubMed Abstract | CrossRef Full Text | Google Scholar

Bushmarina, N. A., Blanchet, C. E., Vernier, G., and Forge, V. (2006). Cofactor effects on the protein folding reaction: Acceleration of alpha-lactalbumin refolding by metal ions. Protein Sci. 15 (4), 659–671. doi:10.1110/ps.051904206

PubMed Abstract | CrossRef Full Text | Google Scholar

Buyel, J. F., Twyman, R. M., and Fischer, R. (2017). Very-large-scale production of antibodies in plants: The biologization of manufacturing. Biotechnol. Adv. 35 (4), 458–465. doi:10.1016/j.biotechadv.2017.03.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Carere, J., Hassan, Y. I., Lepp, D., and Zhou, T. (2018). The enzymatic detoxification of the mycotoxin deoxynivalenol: Identification of DepA from the DON epimerization pathway. Microb. Biotechnol. 11 (6), 1106–1111. doi:10.1111/1751-7915.12874

PubMed Abstract | CrossRef Full Text | Google Scholar

Cao, D. M., Yu, J., Wang, H., Luo, Z. P., Liu, X., He, L., et al. (2022). Structure-based discovery of nonhallucinogenic psychedelic analogs. Science 375 (6579), 403–411. doi:10.1126/science.abl8615

PubMed Abstract | CrossRef Full Text | Google Scholar

Chee, W. K. D., Yeoh, J. W., Dao, V. L., and Poh, C. L. (2022). Highly reversible tunable thermal-repressible split-T7 RNA polymerases (Thermal-T7RNAPs) for dynamic gene regulation. ACS Synth. Biol. 11 (2), 921–937. doi:10.1021/acssynbio.1c00545

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, H. Q., Xu, Z. N., Xu, N. Z., and Cen, P. L. (2005). Efficient production of a soluble fusion protein containing human β-defensin-2 in E. coli cell-free system J. Biotechnol. 115 (3), 307–315. doi:10.1016/j.jbiotec.2004.08.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, J., Pan, Z. D., Han, L., Zhou, Y. X., Zong, H. F., Wang, L., et al. (2021). A novel bispecific antibody targeting CD3 and Lewis Y with potent therapeutic efficacy against gastric cancer. Biomedicines 9 (15), 1059. doi:10.3390/biomedicines9081059

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, J., Xu, W., Li, L. T., Yi, L. C., Jiang, Y. H., Hao, P. F., et al. (2022). Immunogenicity and protective potential of chimeric virus-like particles containing SARS-CoV-2 spike and H5N1 matrix 1 proteins. Front. Cell. Infect. Microbiol. 12, 967493. doi:10.3389/fcimb.2022.967493

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, L., Yang, X. Y., Luo, D., and Yu, W. C. (2016). Efficient production of a bioactive bevacizumab monoclonal antibody using the 2A self-cleavage peptide in transgenic rice callus. Front. Plant Sci. 7, 1156. doi:10.3389/fpls.2016.01156

PubMed Abstract | CrossRef Full Text | Google Scholar

Chen, T., Liu, Y., and Pan, J. Q. (2003). A new technology of isolation and purification: Affinity chromatography. Mod. Food Technol. 19 (2), 98–101. doi:10.3969/j.issn.1673-9078.2003.02.038

CrossRef Full Text | Google Scholar

Chen, W. H., Chag, S. M., Poongavanam, M. V., Biter, A. B., Ewere, E. A., Rezende, W., et al. (2017). Optimization of the production process and characterization of the yeast-expressed SARS-CoV recombinant receptor-binding domain (RBD219-N1), a SARS vaccine candidate. J. Pharm. Sci. 106 (8), 1961–1970. doi:10.1016/j.xphs.2017.04.037

PubMed Abstract | CrossRef Full Text | Google Scholar

Chigira, Y., Oka, T., Okajima, T., and Jigami, Y. (2008). Engineering of a mammalian O-glycosylation pathway in the yeast Saccharomyces cerevisiae: Production of O-fucosylated epidermal growth factor domains. Glycobiology 18 (4), 303–314. doi:10.1093/glycob/cwn008

PubMed Abstract | CrossRef Full Text | Google Scholar

Clayton, D. A., and Shadel, G. S. (2014). Purification of mitochondria by sucrose step density gradient centrifugation. Cold Spring Harb. Protoc. 2014 (10), prot080028. doi:10.1101/pdb.prot080028), pdb

PubMed Abstract | CrossRef Full Text | Google Scholar

Cordier, C., Stavrakakis, C., Morga, B., Degremont, L., Voulgaris, A., Bacchi, A., et al. (2020). Removal of pathogens by ultrafiltration from sea water. Environ. Int. 142, 105809. doi:10.1016/j.envint.2020.105809

PubMed Abstract | CrossRef Full Text | Google Scholar

Costanzo, M. R. (2019). Ultrafiltration in acute heart failure. Card. Fail. Rev. 5 (1), 9–18. doi:10.15420/cfr.2018.29.2

PubMed Abstract | CrossRef Full Text | Google Scholar

Darlington, A. P. S., Kim, J., Jimenez, J. I., and Bates, D. G. (2018). Dynamic allocation of orthogonal ribosomes facilitates uncoupling of co-expressed genes. Nat. Commun. 9 (1), 695. doi:10.1038/s41467-018-02898-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Das, T. K., Narhi, L. O., Sreedhara, A., Menzen, T., Grapentin, C., Chou, D. K., et al. (2020). Stress factors in mAb drug substance production processes: Critical assessment of impact on product quality and control strategy. J. Pharm. Sci. 109 (1), 116–133. doi:10.1016/j.xphs.2019.09.023

PubMed Abstract | CrossRef Full Text | Google Scholar

de Marco, A., Deuerling, E., Mogk, A., Tomoyasu, T., and Bukau, B. (2007). Chaperone-based procedure to increase yields of soluble recombinant proteins produced in E. coli BMC Biotechnol. 7, 32. doi:10.1186/1472-6750-7-32

PubMed Abstract | CrossRef Full Text | Google Scholar

Deo, C., Abdelfattah, A. S., Bhargava, H. K., Berro, A. J., Falco, N., Farrants, H., et al. (2021). The HaloTag as a general scaffold for far-red tunable chemigenetic indicators. Nat. Chem. Biol. 17 (6), 718–723. doi:10.1038/s41589-021-00775-w

PubMed Abstract | CrossRef Full Text | Google Scholar

Diamant, S., Eliahu, N., Rosenthal, D., and Goloubinoff, P. (2001). Chemical chaperones regulate molecular chaperones in vitro and in cells under combined salt and heat stresses. J. Biol. Chem. 276 (43), 39586–39591. doi:10.1074/jbc.M103081200

PubMed Abstract | CrossRef Full Text | Google Scholar

Dirisala, V. R., Nair, R. R., Srirama, K., Reddy, P. N., Rao, K. R. S. S., Satya Sampath Kumar, N., et al. (2017). Recombinant pharmaceutical protein production in plants: Unraveling the therapeutic potential of molecular pharming. Acta Physiol. Plant. 39 (1), 1–9. doi:10.1007/s11738-016-2315-3

CrossRef Full Text | Google Scholar

Donovan, R. S., Robinson, C. W., and Glick, B. R. (1996). Review: Optimizing inducer and culture conditions for expression of foreign proteins under the control of the lac promoter. J. Ind. Microbiol. 16 (3), 145–154. doi:10.1007/BF01569997

PubMed Abstract | CrossRef Full Text | Google Scholar

Dow, B. A., Tatulian, S. A., and Davidson, V. L. (2015). Use of the amicyanin signal sequence for efficient periplasmic expression in E. coli of a human antibody light chain variable domain Protein Expr. Purif. 108, 9–12. doi:10.1016/j.pep.2014.12.017

PubMed Abstract | CrossRef Full Text | Google Scholar

Dudenhoeffer, B. R., Borggraefe, J., Schweimer, K., and Knauer, S. H. (2020). NusA directly interacts with antitermination factor Q from phage λ. Sci. Rep. 10 (1), 6607. doi:10.1038/s41598-020-63523-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Duman-Scheel, M. (2019). Saccharomyces cerevisiae (Baker's Yeast) as an interfering RNA expression and delivery system. Curr. Drug Targets 20 (9), 942–952. doi:10.2174/1389450120666181126123538

PubMed Abstract | CrossRef Full Text | Google Scholar

Dumke, R., de la Cruz Barron, M., Oertel, R., Helm, B., Kallies, R., Berendonk, T. U., et al. (2021). Evaluation of two methods to concentrate SARS-CoV-2 from untreated wastewater. Pathogens 10 (2), 195. doi:10.3390/pathogens10020195

PubMed Abstract | CrossRef Full Text | Google Scholar

Duong-Ly, K. C., and Gabelli, S. B. (2014). Salting out of proteins using ammonium sulfate precipitation. Methods Enzymol. 541, 85–94. doi:10.1016/B978-0-12-420119-4.00007-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Echave, J., Fraga-Corral, M., Garcia-Perez, P., Popovic-Djordjevic, J., H Avdovic, E., Radulovic, M., et al. (2021). Seaweed protein hydrolysates and bioactive peptides: Extraction, purification, and applications. Mar. Drugs 19 (9), 500. doi:10.3390/md19090500

PubMed Abstract | CrossRef Full Text | Google Scholar

Emami, P., Motevalian, S. P., Pepin, E., and Zydney, A. L. (2019). Purification of a conjugated polysaccharide vaccine using tangential flow diafiltration. Biotechnol. Bioeng. 116 (3), 591–597. doi:10.1002/bit.26867

PubMed Abstract | CrossRef Full Text | Google Scholar

Evert, K., and Irwin, H. (2011). Ion exchange chromatography. Methods Biochem. Anal. 54, 93–133. doi:10.1002/9780470939932.ch4

PubMed Abstract | CrossRef Full Text | Google Scholar

Fox, J. D., Kapust, R. B., and Waugh, D. S. (2001). Single amino acid substitutions on the surface of Escherichia coli maltose-binding protein can have a profound impact on the solubility of fusion proteins. Protein Sci. 10 (3), 622–630. doi:10.1110/ps.45201

PubMed Abstract | CrossRef Full Text | Google Scholar

Freidel, C., Kaloyanova, S., and Peneva, K. (2016). Chemical tags for site-specific fluorescent labeling of biomolecules. Amino Acids 48 (6), 1357–1372. doi:10.1007/s00726-016-2204-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Freitas, A. I., Domingues, L., and Aguiar, T. Q. (2022). Tag-mediated single-step purification and immobilization of recombinant proteins toward protein-engineered advanced materials. J. Adv. Res. 36, 249–264. doi:10.1016/j.jare.2021.06.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Fu, J., Jia, Q. Q., Liang, P. D., Wang, S. S., Zhou, H. X., Zhang, L. Y., et al. (2021). Targeting and covalently immobilizing the EGFR through SNAP-tag technology for screening drug leads. Anal. Chem. 93 (34), 11719–11728. doi:10.1021/acs.analchem.1c01664

PubMed Abstract | CrossRef Full Text | Google Scholar

Fukushita, M., Watanabe, N., Noh, J. Y., Yoshihara, A., Matsumoto, M., Suzuki, N., et al. (2021). A case of macro-TSH consisting of IgA-bound TSH. Endocr. J. 68 (10), 1241–1246. doi:10.1507/endocrj.EJ21-0021

PubMed Abstract | CrossRef Full Text | Google Scholar

Gao, P., Li, J., Li, Z., Hao, J., and Zan, L. (2016). Establishment and application of milk fingerprint by gel filtration chromatography. J. Dairy Sci. 99 (12), 9493–9501. doi:10.3168/jds.2015-10655

PubMed Abstract | CrossRef Full Text | Google Scholar

Ge, S. K., Wu, R., Zhou, T. T., Liu, X., Zhu, J., and Zhang, X. Y. (2022). Specific anti-SARS-CoV-2 S1 IgY-scFv is a promising tool for recognition of the virus. AMB Expr. 12 (1), 18. doi:10.1186/s13568-022-01355-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Geng, F., Xie, Y. X., Wang, J. Q., Li, S. G., Jin, Y. G., and Ma, M. H. (2019). Large-scale purification of ovalbumin using polyethylene glycol precipitation and isoelectric precipitation. Poult. Sci. 98 (3), 1545–1550. doi:10.3382/ps/pey402

PubMed Abstract | CrossRef Full Text | Google Scholar

Goh, J. B., and Ng, S. K. (2018). Impact of host cell line choice on glycan profile. Crit. Rev. Biotechnol. 38 (6), 851–867. doi:10.1080/07388551.2017.1416577

PubMed Abstract | CrossRef Full Text | Google Scholar

Gonzalez-Lamothe, R., Mitchell, G., Gattuso, M., Diarra, M. S., Malouin, F., and Bouarab, K. (2009). Plant antimicrobial agents and their effects on plant and human pathogens. Int. J. Mol. Sci. 10 (8), 3400–3419. doi:10.3390/ijms10083400

PubMed Abstract | CrossRef Full Text | Google Scholar

Gopal, G. J., and Kumar, A. (2013). Strategies for the production of recombinant protein in Escherichia coli. Protein J. 32 (6), 419–425. doi:10.1007/s10930-013-9502-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Greenfield, E. A., DeCaprio, J., and Brahmandam, M. (2020). Preparing GST-His-or MBP-fusion proteins from bacteria. Cold Spring Harb. Protoc. 2020 (9), 100024. doi:10.1101/pdb.prot100024

PubMed Abstract | CrossRef Full Text | Google Scholar

Guo, Y., Yu, M., Jing, N., and Zhang, S. (2018). Production of soluble bioactive mouse leukemia inhibitory factor from Escherichia coli using MBP tag. Protein Expr. Purif. 150, 86–91. doi:10.1016/j.pep.2018.05.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Gupta, J., Kaul, S., Srivastava, A., Kaushik, N., Ghosh, S., Sharma, C., et al. (2020). Expression, purification and characterization of the hepatitis E virus like-particles in the Pichia pastoris. Front. Microbiol. 11, 141. doi:10.3389/fmicb.2020.00141

PubMed Abstract | CrossRef Full Text | Google Scholar

Gupta, S. K., Dangi, A. K., Smita, M., Dwivedi, S., and Shukla, P. (2019). Chapter 11-Effectual bioprocess development for protein production. Appl. Microbiol. Bioeng., 203–227. doi:10.1016/b978-0-12-815407-6.00011-3

CrossRef Full Text | Google Scholar

Gupta, S. K., and Shukla, P. (2016). Advanced technologies for improved expression of recombinant proteins in bacteria:perspectives and applications. Crit. Rev. Biotechnol. 36 (6), 1089–1098. doi:10.3109/07388551.2015.1084264

PubMed Abstract | CrossRef Full Text | Google Scholar

Hammarstrom, M., Hellgren, N., van Den Berg, S., Berglund, H., and Hard, T. (2002). Rapid screening for improved solubility of small human proteins produced as fusion proteins in Escherichia coli. Protein Sci. 11 (2), 313–321. doi:10.1110/ps.22102

PubMed Abstract | CrossRef Full Text | Google Scholar

Han, M-J., Kim, H. R., O'Reilly, C., and Kim, C-H. (2017). Purification of functional reprogramming factors in mammalian cell using FLAG -Tag. Biochem. Biophysical Res. Commun. 492 (2), 154–160. doi:10.1016/j.bbrc.2017.08.028

PubMed Abstract | CrossRef Full Text | Google Scholar

Hanke, M., Hansen, N., Chen, R. P., Grundmeier, G., Fahmy, K., and Keller, A. (2022). Salting-out of DNA origami nanostructures by ammonium sulfate. Int. J. Mol. Sci. 23 (5), 2817. doi:10.3390/ijms23052817

PubMed Abstract | CrossRef Full Text | Google Scholar

Hara, K. Y., Yagi, S., Hirono-Hara, Y., and Kikukawa, H. (2021). A method of solubilizing and concentrating astaxanthin and other carotenoids. Mar. Drugs 19 (8), 462. doi:10.3390/md19080462

PubMed Abstract | CrossRef Full Text | Google Scholar

Hardy, D., Bill, R. M., Jawhari, A., and Rothnie, A. J. (2019). Functional expression of multidrug resistance protein 4 MRP4/ABCC4. SLAS Discov. 24 (10), 1000–1008. doi:10.1177/2472555219867070

PubMed Abstract | CrossRef Full Text | Google Scholar

Hazim Abdul Hameed, D., and Hussein Ali, E. (2021). Extraction and purification of extracellular L-glutamate oxidase from streptomyces. Arch. Razi Inst. 76 (4), 769–779. doi:10.22092/ari.2021.355928.1738

PubMed Abstract | CrossRef Full Text | Google Scholar

Hefferon, K. (2017). Reconceptualizing cancer immunotherapy based on plant production systems. Future Sci. OA 3 (3), FSO217. doi:10.4155/fsoa-2017-0018

PubMed Abstract | CrossRef Full Text | Google Scholar

Heib, T., Gross, C., Muller, M. L., Stegner, D., and Pleines, I. (2021). Isolation of murine bone marrow by centrifugation or flushing for the analysis of hematopoietic cells - a comparative study. Platelets 32 (5), 601–607. doi:10.1080/09537104.2020.1797323

PubMed Abstract | CrossRef Full Text | Google Scholar

Heinrich, J., Drewniok, C., Neugebauer, E., Kellner, H., and Wiegert, T. (2019). The YoaW signal peptide directs efficient secretion of different heterologous proteins fused to a StrepII-SUMO tag in Bacillus subtilis. Microb. Cell Fact. 18 (1), 31. doi:10.1186/s12934-019-1078-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Hillary, L. S., Farkas, K., Maher, K. H., Lucaci, A., Thorpe, J., Distaso, M. A., et al. (20212012). Monitoring SARS-CoV-2 in municipal wastewater to evaluate the success of lockdown measures for controlling COVID-19 in the UKMetabolic engineering of Saccharomyces cerevisiae: A key cell factory platform for future biorefineries. Cell. Mol. Life Sci.Cell Mol. Life Sci. 20069 (16), 1172142671–1172142690. doi:10.1016/j.watres.2021.117214Hong10.1007/s00018-012-0945-1

CrossRef Full Text | Google Scholar

Hong, K. K., and Nielsen, J. (2012). Metabolic engineering of Saccharomyces cerevisiae: A key cell factory platform for future biorefineries Cell. Mol. Life Sci. 69 (16), 2671–2690. doi:10.1007/s00018-012-0945-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Huang, L. P., Lu, Y. H., Wei, Y. W., Guo, L. J., Wu, H. L., Zhang, F. Y., et al. (2011). Construction and biological characterisation of recombinant porcine circovirus type 2 expressing the V5 epitope tag. Virus Res. 161 (2), 115–123. doi:10.1016/j.virusres.2011.05.015

PubMed Abstract | CrossRef Full Text | Google Scholar

Hunt, I. (2005). From gene to protein: A review of new and enabling technologies for multi-parallel protein expression. Protein Expr. Purif. 40 (1), 1–22. doi:10.1016/j.pep.2004.10.018

PubMed Abstract | CrossRef Full Text | Google Scholar

Imagawa, T., Ito, M., Matsuda, M., Nakashima, K., Tokunaga, Y., Ohta, I., et al. (2021). Virus-like particles with FLAG-tagged envelope protein as a tetravalent dengue vaccine candidate. Sci. Rep. 11 (1), 17542. doi:10.1038/s41598-021-97038-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Ing-Simmons, E., and Vaquerizas, J. M. (2019). Visualising three-dimensional genome organisation in two dimensions. Development 146 (19), dev177162. doi:10.1242/dev.177162

PubMed Abstract | CrossRef Full Text | Google Scholar

Ivanov, I. G., Saraffova, A., Alexandrova, R., and AbouHaidar, M. G. (1993). Expression of human alpha 1 interferon genes in vectors containing tandemly located promoters recognized by two different RNA polymerases (Escherichia coli and T7). FEMS Microbiol. Lett. 108 (2), 231–236. doi:10.1111/j.1574-6968.1993.tb06104.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Jhamb, K., and Sahoo, D. K. (2012). Production of soluble recombinant proteins in Escherichia coli: Effects of process conditions and chaperone co-expression on cell growth and production of xylanase. Bioresour. Technol. 123, 135–143. doi:10.1016/j.biortech.2012.07.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Jiang, N., Ding, X., and Lu, Y. (2021). Development of a robust Escherichia coli-based cell-free protein synthesis application platform Biochem. Eng. J. 165, 107830. doi:10.1016/j.bej.2020.107830

PubMed Abstract | CrossRef Full Text | Google Scholar

Jing, S. Y., Shi, C., Leong, H. Y., Yuan, J. J., Gao, D., Wang, H. B., et al. (2021). A novel twin-column continuous chromatography approach for separation and enrichment of monoclonal antibody charge variants. Eng. Life Sci. 21 (6), 382–391. doi:10.1002/elsc.202000094

PubMed Abstract | CrossRef Full Text | Google Scholar

Johar, S. S., and Talbert, J. N. (2017). Strep-tag II fusion technology for the modification and immobilization of lipase B from Candida Antarctica (CALB). J. Genet. Eng. Biotechnol. 15 (2), 359–367. doi:10.1016/j.jgeb.2017.06.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Juturu, V., and Wu, J. C. (2018). Heterologous protein expression in Pichia pastoris: Latest research progress and applications. Chembiochem 19 (1), 7–21. doi:10.1002/cbic.201700460

PubMed Abstract | CrossRef Full Text | Google Scholar

Karami, M., Shahraky, M. K., Ranjbar, M., Tabandeh, F., Morshedi, D., and Aminzade, S. (2021). Preparation, purification, and characterization of low-molecular-weight hyaluronic acid. Biotechnol. Lett. 43 (1), 133–142. doi:10.1007/s10529-020-03035-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Karbalaei, M., Rezaee, S. A., and Farsiani, H. (2020). Pichia pastoris: A highly successful expression system for optimal synthesis of heterologous proteins. J. Cell. Physiol. 235 (9), 5867–5881. doi:10.1002/jcp.29583

PubMed Abstract | CrossRef Full Text | Google Scholar

Kaur, J., Kumar, A., and Kaur, J. (2018). Strategies for optimization of heterologous protein expression in E. coli: Roadblocks and reinforcements Int. J. Biol. Macromol. 106, 803–822. doi:10.1016/j.ijbiomac.2017.08.080

PubMed Abstract | CrossRef Full Text | Google Scholar

Kawaguchi, N., Ogawa, H., and Date, K. (2019). Preparation and purification of active recombinant human pancreatic lipase in Escherichia coli. Bio. Protoc. 9 (13), e3286. doi:10.21769/BioProtoc.3286

PubMed Abstract | CrossRef Full Text | Google Scholar

Keshavarz, R., Babaeipour, V., Mohammadpour-Aghdam, M., and Deldar, A. A. (2021). Overexpression, overproduction, purification, and characterization of rhGH in Escherichia coli. Biotechnol. Appl. Biochem. 68 (1), 122–135. doi:10.1002/bab.1902

PubMed Abstract | CrossRef Full Text | Google Scholar

Kesidis, A., Depping, P., Lodé, A., Vaitsopoulou, A., Bill, M. R., Goddard, D. A., et al. (2020). Expression of eukaryotic membrane proteins in eukaryotic and prokaryotic hosts. Methods 180, 3–18. doi:10.1016/j.ymeth.2020.06.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Khazi, M. I., Demirel, Z., Liaqat, F., and Dalay, M. C. (2020). Analytical grade purification of phycocyanin from Cyanobacteria. Methods Mol. Biol. 1980, 173–179. doi:10.1007/7651_2018_202

PubMed Abstract | CrossRef Full Text | Google Scholar

Kielkopf, C. L., Bauer, W., and Urbatsch, I. L. (2021). Preparation of cell extracts for purification of proteins expressed in Pichia pastoris. Cold Spring Harb. Protoc. 2021 (1), pdb.prot102186. doi:10.1101/pdb.prot102186

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, D. S., Kim, S. W., Song, J. M., Kim, S. Y., and Kwon, K. C. (2019). A new prokaryotic expression vector for the expression of antimicrobial peptide abaecin using SUMO fusion tag. BMC Biotechnol. 19 (1), 13. doi:10.1186/s12896-019-0506-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, H. J., Lee, J. H., Lee, K. B., Shin, J. W., Kwon, M. A., Lee, S., et al. (2021). Transglutaminase 2 crosslinks the glutathione S-transferase tag, impeding protein-protein interactions of the fused protein. Exp. Mol. Med. 53 (1), 115–124. doi:10.1038/s12276-020-00549-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Kimia, Z., Hosseini, S. N., Ashraf Talesh, S. S., Khatami, M., Kavianpour, A., and Javidanbardan, A. (2019). A novel application of ion exchange chromatography in recombinant Hepatitis B vaccine downstream processing: Improving recombinant HBsAg homogeneity by removing associated aggregates. J. Chromatogr. B 1113, 20–29. doi:10.1016/j.jchromb.2019.03.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Kinrade, B., Davies, P. L., and Vance, T. D. R. (2020). Bacterial sugar-binding protein as a one-step affinity purification tag on dextran-containing resins. Protein Expr. Purif. 168, 105564. doi:10.1016/j.pep.2019.105564

PubMed Abstract | CrossRef Full Text | Google Scholar

Kou, G., Shi, S., Wang, H., Tan, M., Xue, J., Zhang, D., et al. (2007). Preparation and characterization of recombinant protein ScFv(CD11c)-TRP2 for tumor therapy from inclusion bodies in Escherichia coli. Protein Expr. Purif. 52 (1), 131–138. doi:10.1016/j.pep.2006.08.007

PubMed Abstract | CrossRef Full Text | Google Scholar

Labrou, N. E. (2021). Protein purification technologies. Methods Mol. Biol. 2178, 3–10. doi:10.1007/978-1-0716-0775-6_1

PubMed Abstract | CrossRef Full Text | Google Scholar

Labus, K., Wiśniewski, Ł., Cieńska, M., and Bryjak, J. (2020). Effectivity of tyrosinase purification by membrane techniques versus fractionation by salting out. Chem. Pap. 74, 2267–2275. doi:10.1007/s11696-020-01060-1

CrossRef Full Text | Google Scholar

Lacki, K. M., and Riske, F. J. (2020). Affinity chromatography: An enabling technology for large-scale bioprocessing. Biotechnol. J. 15 (1), e1800397. doi:10.1002/biot.201800397

PubMed Abstract | CrossRef Full Text | Google Scholar

Lahue, C., Madden, A. A., Dunn, R. R., and Smukowski Heil, C. (2020). History and domestication of Saccharomyces cerevisiae in bread baking. Front. Genet. 11, 584718. doi:10.3389/fgene.2020.584718

PubMed Abstract | CrossRef Full Text | Google Scholar

Lemaitre, R. P., Bogdanova, A., Borgonovo, B., Woodruff, J. B., and Drechsel, D. N. (2019). FlexiBAC: A versatile, open-source baculovirus vector system for protein expression, secretion, and proteolytic processing. BMC Biotechnol. 19 (1), 20. doi:10.1186/s12896-019-0512-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, S., Jendresen, C. B., Grunberger, A., Ronda, C., Jensen, S. I., Noack, S., et al. (2016). Enhanced protein and biochemical production using CRISPRi-based growth switches. Metab. Eng. 38, 274–284. doi:10.1016/j.ymben.2016.09.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, Y. J., Zeng, W. H., Li, Y. L., Fan, W. R., Ma, H., Fan, X. J., et al. (2019). Structure determination of the CAMP factor of Streptococcus agalactiae with the aid of an MBP tag and insights into membrane-surface attachment. Acta Crystallogr. D. Struct. Biol. 75 (Pt 8), 772–781. doi:10.1107/S205979831901057X

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, Y., Zeng, Q. H., Liu, G., Peng, Z., Wang, Y., Zhu, Y., et al. (2021). Effects of ultrasound-assisted basic electrolyzed water (BEW) extraction on structural and functional properties of Antarctic krill (Euphausia superba) proteins. Ultrason. Sonochem. 71, 105364. doi:10.1016/j.ultsonch.2020.105364

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, Z., Huang, X. H., Tang, Q. Y., Ma, M. H., Jin, Y. G., and Sheng, L. (2022a). Functional properties and extraction techniques of chicken egg white proteins. Foods 11 (16), 2434. doi:10.3390/foods11162434

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, Z. J., Zhang, Z. X., Xu, Y., Shi, T. Q., Ye, C., Sun, X. M., et al. (2022b). CRISPR-based construction of a BL21 (DE3)-derived variant strain library to rapidly improve recombinant protein production. ACS Synth. Biol. 11 (1), 343–352. doi:10.1021/acssynbio.1c00463

PubMed Abstract | CrossRef Full Text | Google Scholar

Liang, X. N., Qian, G. L., Sun, J., Yang, M., Shi, X. Y., Yang, H., et al. (2021). Evaluation of antigenicity and nutritional properties of enzymatically hydrolyzed cow milk. Sci. Rep. 11 (1), 18623. doi:10.1038/s41598-021-98136-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Lichty, J. J., Malecki, J. L., Agnew, H. D., Michelson-Horowitz, D. J., and Tan, S. (2005). Comparison of affinity tags for protein purification. Protein Expr. Purif. 41 (1), 98–105. doi:10.1016/j.pep.2005.01.019

PubMed Abstract | CrossRef Full Text | Google Scholar

Lin, Y., Liu, Y., Li, J. J., Zhao, Y., He, Q. Z., Han, W. J., et al. (2010). Evaluation and optimization of removal of an acid-insoluble surfactant for shotgun analysis of membrane proteome. Electrophoresis 31 (16), 2705–2713. doi:10.1002/elps.201000161

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, C., Hao, L. H., Chen, F. S., and Zhu, T. W. (2020a). The mechanism of extraction of peanut protein and oil bodies by enzymatic hydrolysis of the cell wall. J. Oleo Sci. 69 (11), 1467–1479. doi:10.5650/jos.ess20148

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, H. N., Dong, W. H., Lin, Y., Zhang, Z. H., and Wang, T. Y. (2022). The effect of microRNA on the production of recombinant protein in CHO cells and its mechanism. Front. Bioeng. Biotechnol. 10, 832065. doi:10.3389/fbioe.2022.832065

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, M., Chen, Z. Y., Huang, S. S., Chu, S. H., Issaro, N., Tian, H., et al. (2018). Effective protection on acute liver injury by halo tag-flanked recombinant fibroblast growth factor 7. Biotechnol. J. 13 (7), e1700411. doi:10.1002/biot.201700411

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, M., Wang, B., Wang, F., Yang, Z., Gao, D., Zhang, C. Y., et al. (2019). Soluble expression of single-chain variable fragment (scFv) in Escherichia coli using superfolder green fluorescent protein as fusion partner. Appl. Microbiol. Biotechnol. 103 (15), 6071–6079. doi:10.1007/s00253-019-09925-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, X. B., Liu, M., Tao, X. Y., Zhang, Z. X., Wang, F. Q., and Wei, D. Z. (2015). Metabolic engineering of Pichia pastoris for the production of dammarenediol-II. J. Biotechnol. 216, 47–55. doi:10.1016/j.jbiotec.2015.10.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Loh, H. S., Green, B. J., and Yusibov, V. (2017). Using transgenic plants and modified plant viruses for the development of treatments for human diseases. Curr. Opin. Virol. 26, 81–89. doi:10.1016/j.coviro.2017.07.019

PubMed Abstract | CrossRef Full Text | Google Scholar

Lojewska, E., Kowalczyk, T., Olejniczak, S., and Sakowicz, T. (2016). Extraction and purification methods in downstream processing of plant-based recombinant proteins. Protein Expr. Purif. 120, 110–117. doi:10.1016/j.pep.2015.12.018

PubMed Abstract | CrossRef Full Text | Google Scholar

Lomonossoff, G. P., and D’Aoust, M. A. (2016). Plant-produced biopharmaceuticals: A case of technical developments driving clinical deployment. Science 353 (6305), 1237–1240. doi:10.1126/science.aaf6638

PubMed Abstract | CrossRef Full Text | Google Scholar

London, A. S., Mackay, K., Lihon, M., He, Y., and Alabi, B. R. (2014). Gel filtration chromatography as a method for removing bacterial endotoxin from antibody preparations. Biotechnol. Prog. 30 (6), 1497–1501. doi:10.1002/btpr.1961

PubMed Abstract | CrossRef Full Text | Google Scholar

Lu, J., Zhao, Y., and Zhang, J. (2018). High-level expression of Aerococcus viridans pyruvate oxidase in Escherichia coli by optimization of vectors and induction conditions. Lett. Appl. Microbiol. 67 (3), 262–269. doi:10.1111/lam.13013

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma, Q. Y., Liang, M. M., Limjunyawong, N., Dan, Y., Xing, J. C., Li, J. M., et al. (2020). Osteoclast-derived apoptotic bodies show extended biological effects of parental cell in promoting bone defect healing. Theranostics 10 (15), 6825–6838. doi:10.7150/thno.45170

PubMed Abstract | CrossRef Full Text | Google Scholar

Ma, X., Wang, C. Y., Guo, H. X., Wang, Z. F., Sun, N., Huo, P. F., et al. (2022). Novel dopamine-modified cellulose acetate ultrafiltration membranes with improved separation and antifouling performances. J. Mat. Sci. 57 (11), 6474–6486. doi:10.1007/s10853-022-07024-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Mamat, U., Wilke, K., Bramhill, D., Schromm, A. B., Lindner, B., Kohl, T. A., et al. (2015). Detoxifying Escherichia coli for endotoxin-free production of recombinant proteins. Microb. Cell Fact. 14, 57. doi:10.1186/s12934-015-0241-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Masuda, Y., Tsuda, M., Hashikawa-Muto, C., Takahashi, Y., Nonaka, K., and Wakamatsu, K. (2019). Cation exchange chromatography performed in overloaded mode is effective in removing viruses during the manufacturing of monoclonal antibodies. Biotechnol. Prog. 35 (5), e2858. doi:10.1002/btpr.2858

PubMed Abstract | CrossRef Full Text | Google Scholar

Matulis, D. (2016). Selective precipitation of proteins. Curr. Protoc. Protein Sci. 83, 41–44. doi:10.1002/0471140864.ps0405s83.5. 37

PubMed Abstract | CrossRef Full Text | Google Scholar

Mazi, B. G., Hamamci, H., Ogrydziak, D. M., and Dungan, S. R. (2016). Single-step partial purification of intracellular β-galactosidase from Kluyveromyces lactis using microemulsion droplets. Appl. Biochem. Biotechnol. 180 (5), 1000–1015. doi:10.1007/s12010-016-2148-y

PubMed Abstract | CrossRef Full Text | Google Scholar

McElwain, L., Phair, K., Kealey, C., and Brady, D. (2022). Current trends in biopharmaceuticals production in Escherichia coli. Biotechnol. Lett. 44 (8), 917–931. doi:10.1007/s10529-022-03276-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Medema, G., Heijnen, L., Elsinga, G., Italiaander, R., and Brouwer, A. (2020). Presence of SARS-Coronavirus-2 RNA in sewage and correlation with reported COVID-19 prevalence in the early stage of the epidemic in The Netherlands. Environ. Sci. Technol. Lett. 7 (7), 511–516. doi:10.1021/acs.estlett.0c00357

CrossRef Full Text | Google Scholar

Menegotto, A. L. L., Fernandes, I. A., Steffens, J., and Valduga, E. (2021). Protein purification of Arthrospira platensis using aqueous two-phase system composed of polyethylene glycol and potassium phosphate/sodium citrate. J. Appl. Phycol. 34, 311–320. doi:10.1007/s10811-021-02652-4

CrossRef Full Text | Google Scholar

Mi, S. Y., Tang, Y. J., Dari, G., Shi, Y. Y., Zhang, J. N., Zhang, H. L., et al. (2021). Transcriptome sequencing analysis for the identification of stable lncRNAs associated with bovine Staphylococcus aureus mastitis. J. Anim. Sci. Biotechnol. 12 (1), 120. doi:10.1186/s40104-021-00639-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Mishra, V. (2020). Affinity tags for protein purification. Curr. Protein Pept. Sci. 21 (8), 821–830. doi:10.2174/1389203721666200606220109

PubMed Abstract | CrossRef Full Text | Google Scholar

Mohammadi, M., Taheri, R. A., Bemani, P., Hashemzadeh, M. S., Farnoosh, G., and Amini, R. (2022). Utilization of SUMO tag and freeze-thawing method for high level expression and solubilization of recombinant human angiotensin-converting enzyme 2 (rhACE2) protein in E. coli Protein Pept. Lett. 29 (7), 605–610. doi:10.2174/0929866529666220715101357

PubMed Abstract | CrossRef Full Text | Google Scholar

Moinpour, M., Fracassi, A., Brea, R. J., Salvador-Castell, M., Pandey, S., Edwards, M. M., et al. (2022). Controlling protein enrichment in lipid sponge phase droplets using SNAP-tag bioconjugation. Chembiochem. 23 (5), e202100624. doi:10.1002/cbic.202100624

PubMed Abstract | CrossRef Full Text | Google Scholar

Muhmed, S. A., Nor, N. A. M., Jaafar, J., Ismail, A. F., Othman, M. H. D., Rahman, M. A., et al. (2019). Emerging chitosan and cellulose green materials for ion exchange membrane fuel cell: A review. Energy Ecol. Environ. 5, 85–107. doi:10.1007/s40974-019-00127-4

CrossRef Full Text | Google Scholar

Mukherjee, S., Ura, M., Hoey, R. J., and Kossiakoff, A. A. (2015). A new versatile immobilization tag based on the ultra high affinity and reversibility of the calmodulin-calmodulin binding peptide interaction. J. Mol. Biol. 427 (16), 2707–2725. doi:10.1016/j.jmb.2015.06.018

PubMed Abstract | CrossRef Full Text | Google Scholar

Muller, C., Zhang, L., Zipfel, S., Topitsch, A., Lutz, M., Eckert, J., et al. (2022). Molecular interplay of an assembly machinery for nitrous oxide reductase. Nature 608 (7923), 626–631. doi:10.1038/s41586-022-05015-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Muthunayake, N. S., Al-Husini, N., and Schrader, J. M. (2020). Differential centrifugation to enrich bacterial ribonucleoprotein bodies (BR bodies) from Caulobacter crescentus. Star. Protoc. 1 (3), 100205. doi:10.1016/j.xpro.2020.100205

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagai, H., Masuda, A., Toya, Y., Matsuda, F., and Shimizu, H. (2018). Metabolic engineering of mevalonate-producing Escherichia coli strains based on thermodynamic analysis. Metab. Eng. 47, 1–9. doi:10.1016/j.ymben.2018.02.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Nallamsetty, S., and Waugh, D. S. (2006). Solubility-enhancing proteins MBP and NusA play a passive role in the folding of their fusion partners. Protein Expr. Purif. 45 (1), 175–182. doi:10.1016/j.pep.2005.06.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Nasukawa, T., Uchiyama, J., Taharaguchi, S., Ota, S., Ujihara, T., Matsuzaki, S., et al. (2017). Virus purification by CsCl density gradient using general centrifugation. Arch. Virol. 162 (11), 3523–3528. doi:10.1007/s00705-017-3513-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Nigi, I., Fairall, L., and Schwabe, J. W. R. (2017). Expression and purification of protein complexes suitable for structural studies using mammalian HEK 293F cells. Curr. Protoc. Protein Sci. 90 (5), 1–15. doi:10.1002/cpps.4428.16

PubMed Abstract | CrossRef Full Text | Google Scholar

Nickerson, J. L., Baghalabadi, V., Dang, Z. H., Miller, V. A., Little, S. L., and Doucette, A. A. (2022). Organic solvent-based protein precipitation for robust proteome purification ahead of mass spectrometry. J. Vis. Exp. 180, e63503. doi:10.3791/63503

PubMed Abstract | CrossRef Full Text | Google Scholar

Nishida, T., Kubota, S., and Takigawa, M. (2017). Production of recombinant CCN2 protein by mammalian cells. Methods Mol. Biol. 1489, 95–105. doi:10.1007/978-1-4939-6430-7_10

PubMed Abstract | CrossRef Full Text | Google Scholar

Nosaki, S., Terada, T., Nakamura, A., Hirabayashi, K., Xu, Y. Q., Bui, T. B. C., et al. (2021). Highlighting the potential utility of MBP crystallization chaperone for Arabidopsis BIL1/BZR1 transcription factor-DNA complex. Sci. Rep. 11 (1), 3879. doi:10.1038/s41598-021-83532-2

PubMed Abstract | CrossRef Full Text | Google Scholar

O'Connor, B. F., and Cummins, P. M. (2017). Hydrophobic interaction chromatography. Methods Mol. Biol. 1485, 355–363. doi:10.1007/978-1-4939-6412-3_18

PubMed Abstract | CrossRef Full Text | Google Scholar

Oganesyan, N., Ankoudinova, I., Kim, S. H., and Kim, R. (2007). Effect of osmotic stress and heat shock in recombinant protein overexpression and crystallization. Protein Expr. Purif. 52 (2), 280–285. doi:10.1016/j.pep.2006.09.015

PubMed Abstract | CrossRef Full Text | Google Scholar

Owczarek, B., Gerszberg, A., and Hnatuszko-Konka, K. (2019). A brief reminder of systems of production and chromatography-based recovery of recombinant protein biopharmaceuticals. Biomed. Res. Int. 2019, 1–13. doi:10.1155/2019/4216060

PubMed Abstract | CrossRef Full Text | Google Scholar

Oztel, M. D., Kuleyin, A., and Akbal, F. (2020). Treatment of zinc plating wastewater by combination of electrocoagulation and ultrafiltration process. Water Sci. Technol. 82 (4), 663–672. doi:10.2166/wst.2020.357

PubMed Abstract | CrossRef Full Text | Google Scholar

Öztürk, S., and Demir, N. (2021). Development of a novel IMAC sorbent for the identification of melamine in dairy products by HPLC. J. Food Compos. Analysis 100, 103931. doi:10.1016/j.jfca.2021.103931

CrossRef Full Text | Google Scholar

Padayachee, E. R., Adeola, H. A., Van Wyk, J. C., Nsole Biteghe, F. A., Chetty, S., Khumalo, N. P., et al. (2019). Applications of SNAP-tag technology in skin cancer therapy. Health Sci. Rep. 2 (2), e103. doi:10.1002/hsr2.103

PubMed Abstract | CrossRef Full Text | Google Scholar

Palombarini, F., Ghirga, F., Boffi, A., Macone, A., and Bonamore, A. (2019). Application of crossflow ultrafiltration for scaling up the purification of a recombinant ferritin. Protein Expr. Purif. 163, 105451. doi:10.1016/j.pep.2019.105451

PubMed Abstract | CrossRef Full Text | Google Scholar

Park, K. Y., and Wi, S. J. (2016). Potential of plants to produce recombinant protein products. J. Plant Biol. 59 (6), 559–568. doi:10.1007/s12374-016-0482-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Park, S. T., and Kim, J. (2016). Trends in next-generation sequencing and a new era for whole genome sequencing. Int. Neurourol. J. 20, S76–S83. doi:10.5213/inj.1632742.371

PubMed Abstract | CrossRef Full Text | Google Scholar

Penha, C. B., Falcao, H. G., Ida, E. I., Speranza, P., and Kurozawa, L. E. (2020). Enzymatic pretreatment in the extraction process of soybean to improve protein and isoflavone recovery and to favor aglycone formation. Food Res. Int. 137, 109624. doi:10.1016/j.foodres.2020.109624

PubMed Abstract | CrossRef Full Text | Google Scholar

Periasamy, P., Rajandran, S., Ziegman, R., Casey, M., Nakamura, K., Kore, H., et al. (2021). A simple organic solvent precipitation method to improve detection of low molecular weight proteins. Proteomics 21 (19), e2100152. doi:10.1002/pmic.202100152

PubMed Abstract | CrossRef Full Text | Google Scholar

Pfaunmiller, E. L., Paulemond, M. L., Dupper, C. M., and Hage, D. S. (2013). Affinity monolith chromatography: A review of principles and recent analytical applications. Anal. Bioanal. Chem. 405 (7), 2133–2145. doi:10.1007/s00216-012-6568-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Piovan, A., Filippini, R., Argentini, C., Moro, S., Giusti, P., and Zusso, M. (2022). The effect of C-phycocyanin on microglia activation is mediated by toll-like receptor 4. Int. J. Mol. Sci. 23 (3), 1440. doi:10.3390/ijms23031440

PubMed Abstract | CrossRef Full Text | Google Scholar

Radhakrishnan, M., Palayam, M., Altemimi, A. B., Karthik, L., Krishnasamy, G., Cacciola, F., et al. (2022). Leucine-rich, potent anti-bacterial protein against Vibrio cholerae, Staphylococcus aureus from Solanum trilobatum leaves. Molecules 27 (4), 1167. doi:10.3390/molecules27041167

PubMed Abstract | CrossRef Full Text | Google Scholar

Rasala, B. A., and Mayfield, S. P. (2015). Photosynthetic biomanufacturing in green algae; production of recombinant proteins for industrial, nutritional, and medical uses. Photosynth. Res. 123 (3), 227–239. doi:10.1007/s11120-014-9994-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Rathnapala, E. C. N., Ahn, D. U., and Abeyrathne, S. (2021). Functional properties of ovotransferrin from chicken egg white and its derived peptides: A review. Food Sci. Biotechnol. 30 (5), 619–630. doi:10.1007/s10068-021-00901-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Rivera, M. C., Maguire, B., and Lake, J. A. (2015). Purification of 70S ribosomes. Cold Spring Harb. Protoc. 2015 (3), pdb.prot081356–302. doi:10.1101/pdb.prot081356

PubMed Abstract | CrossRef Full Text | Google Scholar

Rosano, G. L., and Ceccarelli, E. A. (2014). Recombinant protein expression in Escherichia coli: Advances and challenges. Front. Microbiol. 5, 172. doi:10.3389/fmicb.2014.00172

PubMed Abstract | CrossRef Full Text | Google Scholar

Rosano, G. L., Morales, E. S., and Ceccarelli, E. A. (2019). New tools for recombinant protein production in Escherichia coli: A 5-year update. Protein Sci. 28 (8), 1412–1422. doi:10.1002/pro.3668

PubMed Abstract | CrossRef Full Text | Google Scholar

Royce, J., Liderfelt, J., and Robinson, C. (2018). Chapter 15-Filtration methods for use in recovery processes. Biopharm. Process., 295–315. doi:10.1016/b978-0-08-100623-8.00015-3

CrossRef Full Text | Google Scholar

Ruan, A., Ren, C., and Quan, S. (2020). Conversion of the molecular chaperone Spy into a novel fusion tag to enhance recombinant protein expression. J. Biotechnol. 307, 131–138. doi:10.1016/j.jbiotec.2019.11.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Santoso, A., Herawati, N., and Rubiana, Y. (2012). Effect of methanol induction and incubation time on expression of human erythropoietin in Methylotropic Yeast Pichia pastoris. MAKARA Technol. Ser. 16 (1), 29–34. doi:10.7454/mst.v16i1.1041

CrossRef Full Text | Google Scholar

Santry, L. A., Jacquemart, R., Vandersluis, M., Zhao, M., Domm, J. M., McAusland, T. M., et al. (2020). Interference chromatography: A novel approach to optimizing chromatographic selectivity and separation performance for virus purification. BMC Biotechnol. 20 (1), 32. doi:10.1186/s12896-020-00627-w

PubMed Abstract | CrossRef Full Text | Google Scholar

Saraswat, M., Musante, L., Ravida, A., Shortt, B., Byrne, B., and Holthofer, H. (2013). Preparative purification of recombinant proteins: Current status and future trends. Biomed. Res. Int. 2013, 1–18. doi:10.1155/2013/312709

PubMed Abstract | CrossRef Full Text | Google Scholar

Schiermeyer, A. (2020). Optimizing product quality in molecular farming. Curr. Opin. Biotechnol. 61, 15–20. doi:10.1016/j.copbio.2019.08.012

PubMed Abstract | CrossRef Full Text | Google Scholar

Schmidt, P. M., Sparrow, L. G., Attwood, R. M., Xiao, X., Adams, T. E., and McKimm-Breschkin, J. L. (2012). Taking down the FLAG! How insect cell expression challenges an established tag-system. PLoS One 7 (6), e37779. doi:10.1371/journal.pone.0037779

PubMed Abstract | CrossRef Full Text | Google Scholar

Schmidt, T. G. M., Batz, L., Bonet, L., Carl, U., Holzapfel, G., and Kiem, K. (2013). Development of the Twin-Strep-tag® and its application for purification of recombinant proteins from cell culture supernatants. Protein Expr. Purif. 92 (1), 54–61. doi:10.1016/j.pep.2013.08.021

PubMed Abstract | CrossRef Full Text | Google Scholar

Schuchner, S., Behm, C., Mudrak, I., and Ogris, E. (2020). The Myc tag monoclonal antibody 9E10 displays highly variable epitope recognition dependent on neighboring sequence context. Sci. Signal. 13 (616), eaax9730. doi:10.1126/scisignal.aax9730

PubMed Abstract | CrossRef Full Text | Google Scholar

Scinto, S. L., Reagle, T. R., and Fox, J. M. (2022). Affinity Bioorthogonal Chemistry (ABC) tags for site-selective conjugation, on-resin protein-protein coupling, and purification of protein conjugates. Angew. Chem. Int. Ed. Engl., e202207661. doi:10.1002/anie.202207661

PubMed Abstract | CrossRef Full Text | Google Scholar

Scopes, R. K. (2001). Overview of protein purification and characterization. Curr. Protoc. Protein Sci. 00, Unit 1.1. Chapter 1Unit 1.1. doi:10.1002/0471140864.ps0101s00

PubMed Abstract | CrossRef Full Text | Google Scholar

Sellaturay, P., Nasser, S., and Ewan, P. (2021). Polyethylene glycol-induced systemic allergic reactions (Anaphylaxis). J. Allergy Clin. Immunol. Pract. 9 (2), 670–675. doi:10.1016/j.jaip.2020.09.029

PubMed Abstract | CrossRef Full Text | Google Scholar

Sharma, P. R., Sharma, S. K., Lindström, T., and Hsiao, B. S. (2020). Nanocellulose-enabled membranes for water purification: Perspectives. Adv. Sustain. Syst. 4 (5), 1900114. doi:10.1002/adsu.201900114

CrossRef Full Text | Google Scholar

Shaw, M. M., and Riederer, B. M. (2003). Sample preparation for two-dimensional gel electrophoresis. Proteomics 3 (8), 1408–1417. doi:10.1002/pmic.200300471

PubMed Abstract | CrossRef Full Text | Google Scholar

Shendure, J., and Lieberman Aiden, E. (2012). The expanding scope of DNA sequencing. Nat. Biotechnol. 30 (11), 1084–1094. doi:10.1038/nbt.2421

PubMed Abstract | CrossRef Full Text | Google Scholar

Shirley, M., and Taha, M. K. (2018). MenB-FHbp meningococcal group B vaccine (Trumenba®): A review in active immunization in individuals aged ≥ 10 years. Drugs 78 (2), 257–268. doi:10.1007/s40265-018-0869-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Sina, M., Farajzadeh, D., and Dastmalchi, S. (2015). Effects of environmental factors on soluble expression of a humanized anti-TNF-alpha scFv antibody in Escherichia coli. Adv. Pharm. Bull. 5 (4), 455–461. doi:10.15171/apb.2015.062

PubMed Abstract | CrossRef Full Text | Google Scholar

Sun, Q. M., Chen, L. L., Cao, L., Fang, L., Chen, C., and Hua, Z. C. (2005). An improved strategy for high-level production of human vasostatin120-180. Biotechnol. Prog. 21 (4), 1048–1052. doi:10.1021/bp049583x

PubMed Abstract | CrossRef Full Text | Google Scholar

Syamani, F. A. (2020). Cellulose-based membrane for adsorption of dye in batik industry wastewater. Int. J. Hydrology 4 (6), 281–283. doi:10.15406/ijh.2020.04.00255

CrossRef Full Text | Google Scholar

Szelechowski, M., Bergeron, C., Gonzalez-Dunia, D., and Klonjkowski, B. (2013). Production and purification of non replicative canine adenovirus type 2 derived vectors. J. Vis. Exp. (83), 50833. doi:10.3791/50833

PubMed Abstract | CrossRef Full Text | Google Scholar

Tachioka, M., Sugimoto, N., Nakamura, A., Sunagawa, N., Ishida, T., Uchiyama, T., et al. (2016). Development of simple random mutagenesis protocol for the protein expression system in Pichia pastoris. Biotechnol. Biofuels 9, 199. doi:10.1186/s13068-016-0613-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Tahara, N., Tachibana, I., Takeo, K., Yamashita, S., Shimada, A., Hashimoto, M., et al. (2021). Boosting auto-induction of recombinant proteins in Escherichia coli with glucose and lactose additives. Protein Pept. Lett. 28 (10), 1180–1190. doi:10.2174/0929866528666210805120715

PubMed Abstract | CrossRef Full Text | Google Scholar

Tang, R., Yang, S., Nagel, G., and Gao, S. (2021). mem-iLID, a fast and economic protein purification method. Biosci. Rep. 41 (7), BSR20210800. doi:10.1042/BSR20210800

PubMed Abstract | CrossRef Full Text | Google Scholar

Tang, W. L., Zhang, M., and Fang, Z. X. (2015). Optimization of ultrasound-assisted-extraction of porcine placenta water-soluble proteins and evaluation of the antioxidant activity. J. Food Sci. Technol. 52 (7), 4042–4053. doi:10.1007/s13197-014-1444-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Tekoah, Y., Shulman, A., Kizhner, T., Ruderfer, I., Fux, L., Nataf, Y., et al. (2015). Large-scale production of pharmaceutical proteins in plant cell culture-the protalix experience. Plant Biotechnol. J. 13 (8), 1199–1208. doi:10.1111/pbi.12428

PubMed Abstract | CrossRef Full Text | Google Scholar

Tesfaw, A., and Assefa, F. (20142014). Current trends in bioethanol production by Saccharomyces cerevisiae: Substrate, inhibitor reduction, growth variables, coculture, and immobilization. Int. Sch. Res. Not. 2014, 1–11. doi:10.1155/2014/532852

PubMed Abstract | CrossRef Full Text | Google Scholar

Thakur, G., Masampally, V., Kulkarni, A., and Rathore, A. S. (2022). Process analytical technology (PAT) implementation for membrane operations in continuous manufacturing of mAbs: Model-based control of single-pass tangential flow ultrafiltration. AAPS J. 24 (4), 83. doi:10.1208/s12248-022-00731-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Thammasena, R., Fu, C. W., Liu, J. H., and Liu, D. C. (2020). Evaluation of nutrient content, physicochemical and functional properties of desalted duck egg white by ultrafiltration as desalination. Anim. Sci. J. 91 (1), e13339. doi:10.1111/asj.13339

PubMed Abstract | CrossRef Full Text | Google Scholar

Tomás-Gamisans, M., Andrade, C. C. P., Maresca, F., Monforte, S., Ferrer, P., and Albiol, J. (2020). Redox engineering by ectopic overexpression of NADH kinase in pecombinant Pichia pastoris (Komagataella phaffii): Impact on cell physiology and recombinant production of secreted proteins. Appl. Environ. Microbiol. 86 (6), e02038–e02019. doi:10.1128/AEM.02038-19

CrossRef Full Text | Google Scholar

Traore, E. S., Li, J. S., Chiura, T., Geng, J., Sachla, A. J., Yoshimoto, F., et al. (2021). Heme binding to HupZ with a C-terminal tag from group A Streptococcus. Molecules 26 (3), 549. doi:10.3390/molecules26030549

PubMed Abstract | CrossRef Full Text | Google Scholar

Tremante, E., Sibilio, L., Centola, F., Knutti, N., Holzapfel, G., Manni, I., et al. (2021). Toolbox: StrepTagged nanoassemblies of antibodydrugconjugates (ADC) for modular and conditional cancer drugging. Oncol. Rep. 45 (5), 77. doi:10.3892/or.2021.8028

PubMed Abstract | CrossRef Full Text | Google Scholar

Tripathi, N. K. (2016). Production and purification of recombinant proteins from Escherichia coli. ChemBioEng Rev. 3 (3), 116–133. doi:10.1002/cben.201600002

CrossRef Full Text | Google Scholar

Tripathi, N. K., and Shrivastava, A. (2019). Recent developments in bioprocessing of recombinant proteins: Expression hosts and process development. Front. Bioeng. Biotechnol. 7, 420. doi:10.3389/fbioe.2019.00420

PubMed Abstract | CrossRef Full Text | Google Scholar

Trombetta, C. M., Marchi, S., and Montomoli, E. (2022). The baculovirus expression vector system: A modern technology for the future of influenza vaccine manufacturing. Expert Rev. Vaccines 21 (9), 1233–1242. doi:10.1080/14760584.2022.2085565

PubMed Abstract | CrossRef Full Text | Google Scholar

Turkanoglu Ozcelik, A., Yilmaz, S., and Inan, M. (2019). Pichia pastoris promoters. Methods Mol. Biol. 1923, 97–112. doi:10.1007/978-1-4939-9024-5_3

PubMed Abstract | CrossRef Full Text | Google Scholar

Vargas-Cortez, T., Morones-Ramirez, J. R., Balderas-Renteria, I., and Zarate, X. (2017). Production of recombinant proteins in Escherichia coli tagged with the fusion protein CusF3H. Protein Expr. Purif. 132, 44–49. doi:10.1016/j.pep.2017.01.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Vatanpour, V., Pasaoglu, M. E., Barzegar, H., Teber, O. O., Kaya, R., Bastug, M., et al. (2022). Cellulose acetate in fabrication of polymeric membranes: A review. Chemosphere 295, 133914. doi:10.1016/j.chemosphere.2022.133914

PubMed Abstract | CrossRef Full Text | Google Scholar

Verma, V., Kaur, C., Grover, P., Gupta, A., and Chaudhary, V. K. (2018). Biotin-tagged proteins: Reagents for efficient ELISA-based serodiagnosis and phage display-based affinity selection. PLoS One 13 (1), e0191315. doi:10.1371/journal.pone.0191315

PubMed Abstract | CrossRef Full Text | Google Scholar

Viala, J. P. M., and Bouveret, E. (2017). Protein-protein interaction: Tandem affinity purification in bacteria. Methods Mol. Biol. 1615, 221–232. doi:10.1007/978-1-4939-7033-9_18

PubMed Abstract | CrossRef Full Text | Google Scholar

Vilar, L., Vilar, C. F., Lyra, R., and Freitas, M. D. C. (2019). Pitfalls in the diagnostic evaluation of hyperprolactinemia. Neuroendocrinology 109 (1), 7–19. doi:10.1159/000499694

PubMed Abstract | CrossRef Full Text | Google Scholar

Vyas, P., Wood, M. B., Zhang, Y. Y., Goldring, A. C., Chakir, F. Z., Fuchs, P. A., et al. (2020). Characterization of HA-tagged α9 and α10 nAChRs in the mouse cochlea. Sci. Rep. 10 (1), 21814. doi:10.1038/s41598-020-78380-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Walsh, G. (2018). Biopharmaceutical benchmarks 2018. Nat. Biotechnol. 36 (12), 1136–1145. doi:10.1038/nbt.4305

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, A. N., Liu, X. Y., Wu, L. G., and Xu, S. B. (2008a). Summary of extraction, purification and properties of proteins. China Food Ind. 6, 56–58. doi:10.3969/j.issn.1006-6195.2008.06.023

CrossRef Full Text | Google Scholar

Wang, A. P., Wang, Y. J., Wu, S., Zuo, W. Y., Guo, C. M., Hong, W. M., et al. (2017). Efficient production of an avian adeno-associated virus vector using insect cell/baculovirus expression system. J. Virol. Methods 240, 26–31. doi:10.1016/j.jviromet.2016.11.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, H. Y., Qian, L. Q., Shang, Z., Wang, Z. Y., Zhang, Y., Cao, C. X., et al. (2022). Immobilized titanium (IV) ion affinity chromatography contributes to efficient proteomics analysis of cellular nucleic acid-binding proteins. J. Proteome Res. 21 (1), 220–231. doi:10.1021/acs.jproteome.1c00788

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, W. J., Archbold, T., Lam, J. S., Kimber, M. S., and Fan, M. Z. (2019). A processive endoglucanase with multi-substrate specificity is characterized from porcine gut microbiota. Sci. Rep. 9 (1), 13630. doi:10.1038/s41598-019-50050-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, W., Tai, F. J., and Chen, S. N. (2008). Optimizing protein extraction from plant tissues for enhanced proteomics analysis. J. Sep. Sci. 31 (11), 2032–2039. doi:10.1002/jssc.200800087

PubMed Abstract | CrossRef Full Text | Google Scholar

Watanabe, M., Maeda, I., Koyama, M., Nakamura, K., and Sasano, K. (2015). Simultaneous recovery and purification of rice protein and phosphorus compounds from full-fat and defatted rice bran with organic solvent-free process. J. Biosci. Bioeng. 119 (2), 206–211. doi:10.1016/j.jbiosc.2014.07.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Weigel, T., Soliman, R., Wolff, M. W., Reichl, U., Williams, J. D., Kampmeier, F., et al. (2019). Optimal his-tag design for efficient [99mTc(CO)3]+ and [188Re(CO)3]+ labeling of proteins for molecular imaging and radionuclide therapy by analysis of peptide ArraysWichmann, C., rosch, P., and popp, J. (2021). Isolation of bacteria from artificial bronchoalveolar lavage fluid using density gradient centrifugation and their accessibility by Raman spectroscopy Bioconjug. Chem.Anal Bioanal. ChemBioconjug Chem. 111741332 (207), 10351931242–11752001254. doi:10.1016/j.jchromb.2019.03.03710.1007/s00216-021-03488-010.1021/acs.bioconjchem.0c00561. (2021). Optimal His-tag design for efficient [99mTc(CO)3]+ and [188Re(CO)3]+ labeling of proteins for molecular imaging and radionuclide therapy by analysis of peptide arrays

CrossRef Full Text | Google Scholar

Wichmann, C., Rosch, P., and Popp, J. (2021). Isolation of bacteria from artificial bronchoalveolar lavage fluid using density gradient centrifugation and their accessibility by Raman spectroscopy Anal. Bioanal Chem. 413 (20), 5193–5200. doi:10.1007/s00216-021-03488-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Williams, R. M., Harvey, J. D., Budhathoki-Uprety, J., and Heller, D. A. (2020). Glutathione-S-transferase fusion protein nanosensor. Nano Lett. 20 (10), 7287–7295. doi:10.1021/acs.nanolett.0c02691

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, X. L., Xiong, E. H., Wang, W., Scali, M., and Cresti, M. (2014). Universal sample preparation method integrating trichloroacetic acid/acetone precipitation with phenol extraction for crop proteomic analysis. Nat. Protoc. 9, 362–374. doi:10.1038/nprot.2014.022

PubMed Abstract | CrossRef Full Text | Google Scholar

Wyborski, D. L., Bauer, J. C., Zheng, C. F., Felts, K., and Vaillancourt, P. (1999). An Escherichia coli expression vector that allows recovery of proteins with native N-termini from purified calmodulin-binding peptide fusions Protein Expr. Purif. 16 (1), 1–10. doi:10.1006/prep.1999.1064

PubMed Abstract | CrossRef Full Text | Google Scholar

Xie, X., Wu, P., Huang, X. C., Bai, W. F., Li, B., and Shi, N. (2022). Retro-protein XXA is a remarkable solubilizing fusion tag for inclusion bodies. Microb. Cell Fact. 21 (1), 51. doi:10.1186/s12934-022-01776-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Xie, Y., Han, X., and Miao, Y. S. (2018). An effective recombinant protein expression and purification system in Saccharomyces cerevisiae. Curr. Protoc. Mol. Biol. 123 (1), e62. doi:10.1002/cpmb.62

PubMed Abstract | CrossRef Full Text | Google Scholar

Xiong, J., He, J. Q., Xie, W. P., Hinojosa, E., Ambati, C. S. R., Putluri, N., et al. (2019). Rapid affinity purification of intracellular organelles using a twin strep tag. J. Cell Sci. 132 (24), jcs235390. doi:10.1242/jcs.235390

PubMed Abstract | CrossRef Full Text | Google Scholar

Xu, S., Zhang, G. Y., Zhang, H., Kitajima, T., Nakanishi, H., and Gao, X. D. (2016). Effects of Rho1, a small GTPase on the production of recombinant glycoproteins in Saccharomyces cerevisiae. Microb. Cell Fact. 15 (1), 179. doi:10.1186/s12934-016-0575-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Yang, L. L., Cui, L. F., Ma, S. M., Zuo, Q. Q., and Huang, Q. L. (2022). A gene transfer-positive cell sorting system utilizing membrane-anchoring affinity tag. Front. Bioeng. Biotechnol. 10, 930966. doi:10.3389/fbioe.2022.930966

PubMed Abstract | CrossRef Full Text | Google Scholar

Ye, S. H., Pan, F. P., Yao, L. N., Fang, H. L., Cheng, Y. Q., Zhang, Z. X., et al. (2022). Isolation, characterization of bamboo leaf flavonoids by size exclusion chromatography and their antioxidant properties. Chem. Biodivers. 19 (9), e202200506. doi:10.1002/cbdv.202200506

PubMed Abstract | CrossRef Full Text | Google Scholar

Yeliseev, A., van den Berg, A., Zoubak, L., Hines, K., Stepnowski, S., Williston, K., et al. (2020). Thermostability of a recombinant G protein-coupled receptor expressed at high level in mammalian cell culture. Sci. Rep. 10 (1), 16805. doi:10.1038/s41598-020-73813-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Yeliseev, A., Zoubak, L., and Schmidt, T. G. M. (2017). Application of Strep-Tactin XT for affinity purification of Twin-Strep-tagged CB2, a G protein-coupled cannabinoid receptor. Protein Expr. Purif. 131, 109–118. doi:10.1016/j.pep.2016.11.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhai, Y. J., Zhang, D. Y., Yu, L. Y., Sun, F., and Sun, F. (2019). SmartBac, a new baculovirus system for large protein complex production. J. Struct. Biol. X 1, 100003. doi:10.1016/j.yjsbx.2019.100003

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, B. H., Zhao, X. R., Wang, Z. W., Wang, H. Z., Zhou, J. W., Du, G. C., et al. (2021a). Efficient secretory expression and purification of food-grade porcine myoglobin in Komagataella phaffii. J. Agric. Food Chem. 69 (35), 10235–10245. doi:10.1021/acs.jafc.1c04124

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, C., Ku, Z. Q., Liu, Q. W., Wang, X. L., Chen, T., Ye, X. J., et al. (2015). High-yield production of recombinant virus-like particles of enterovirus 71 in Pichia pastoris and their protective efficacy against oral viral challenge in mice. Vaccine 33 (20), 2335–2341. doi:10.1016/j.vaccine.2015.03.034

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, J., Cai, Y. F., Xiao, T. S., Lu, J. M., Peng, H. Q., Sterling, S. M., et al. (2021). Structural impact on SARS-CoV-2 spike protein by D614G substitution. Science 372 (6541), 525–530. doi:10.1126/science.abf2303

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Y. Y., Ye, F., Zhang, T. T., Lv, S. Y., Zhou, L. P., Du, D. H., et al. (2021b). Structural basis of ketamine action on human NMDA receptors. Nature 596 (7871), 301–305. doi:10.1038/s41586-021-03769-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Z. W., Wu, X. D., Cao, L. L., Zhong, Z. D., and Zhou, Y. (2016). Generation of glucagon-like peptide-2-expressing Saccharomyces cerevisiae and its improvement of the intestinal health of weaned rats. Microb. Biotechnol. 9 (6), 846–857. doi:10.1111/1751-7915.12412

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhang, Z. X., Wang, Y. Z., Nong, F. T., Xu, Y., Ye, C., Gu, Y., et al. (2022). Developing a dynamic equilibrium system in Escherichia coli to improve the production of recombinant proteins. Appl. Microbiol. Biotechnol. 106 (18), 6125–6137. doi:10.1007/s00253-022-12145-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, X. Y., Li, G. S., and Liang, S. F. (2013). Several affinity tags commonly used in chromatographic purification. J. Anal. Methods Chem. 2013, 581093. doi:10.1155/2013/581093

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhou, H. H., Zhang, A. X., Zhang, Y., and Zhu, D. Y. (2012). Cloning, expression, and purification of a recombinant Tat-HA-NR2B9c peptide. Protein Expr. Purif. 85 (2), 239–245. doi:10.1016/j.pep.2012.08.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhou, L. X., Liu, Z. Y., Xu, G. Y., Li, L. H., Xuan, K., Xu, Y., et al. (2020). Expression of melittin in fusion with GST in Escherichia coli and its purification as a pure peptide with good bacteriostatic efficacy. ACS Omega 5 (16), 9251–9258. doi:10.1021/acsomega.0c00085

PubMed Abstract | CrossRef Full Text | Google Scholar

Zielinski, M., Romanik-Chruscielewska, A., Mikiewicz, D., Lukasiewicz, N., Sokolowska, I., Antosik, J., et al. (2019). Expression and purification of recombinant human insulin from E. coli 20 strain Protein Expr. Purif. 157, 63–69. doi:10.1016/j.pep.2019.02.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: protein purification, challenges and prospects, life and health industry, affinity chromatography, ultracentrifugation

Citation: Du M, Hou Z, Liu L, Xuan Y, Chen X, Fan L, Li Z and Xu B (2022) 1Progress, applications, challenges and prospects of protein purification technology. Front. Bioeng. Biotechnol. 10:1028691. doi: 10.3389/fbioe.2022.1028691

Received: 26 August 2022; Accepted: 15 November 2022;
Published: 06 December 2022.

Edited by:

Hui-Min Qin, Tianjin University of Science and Technology, China

Reviewed by:

Evangelia Chronopoulou, Agricultural University of Athens, Greece
Yunjie Xiao, Tianjin University, China

Copyright © 2022 Du, Hou, Liu, Xuan, Chen, Fan, Li and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Ling Liu, bGw3NzJ4QHN4bXUuZWR1LmNu; Benjin Xu, YmowNzI2QHN4bXUuZWR1LmNu

These authors have contributed equally to this work and share first authorship

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.