Molecular Cloning, E. coli Expression and Characterization of Thermostable Alanine Aminotransferase from Pyrococcus abyssi
Molecular Cloning, E. coli Expression and Characterization of Thermostable Alanine Aminotransferase from Pyrococcus abyssi
Muhammad Shahid Nadeem*, Jalaluddin Azam Khan and Firoz Anwar
Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
ABSTRACT
Catalysing the reversible interconversion of L-alanine and alpha-ketoglutarate to pyruvate and L-glutamate in the presence of pyridoxal 5 phosphate, alanine aminotransferase (ALT) is an enzyme which operates at the cross roads of amino acid and carbohydrate metabolism. The enzyme has been reported from a wide range of organisms including animals, plants, fungi and microbes. The enzyme has a clinical applications in the diagnosis of many diseases. In the present study we have produced a recombinant of ALT from Pyrococcus abyssi in BL21 (DE3) strain of E. coli. The recombinant enzyme was purified by anion exchange chromatography, it displayed a 45kDa band on SDS-PAGE, with 58.1% final recovery, 15.3 fold purification and 139 U/mg specific activity. Maximum enzyme activity was found at pH 8 and above 90C, its KM and Vmax values were found 25µM L-alanine and 149 U/min/mg respectively. In silico studies have shown that the enzyme was found in a monomer structure. Molecular docking studies with potential molecules involved in the reaction catalysed have been conducted and binding energy values were calculated for each molecule including L-alanine, pyridoxal 5 phosphate, pyruvate, alpha ketoglutarate and L-glutamate. Present study provides the first report of ALT from Pyrococcus abyssi and suggests active site residues of enzyme from archaeal origin.
Article Information
Received 17 February 2022
Revised 03 March 2022
Accepted 15 March 2022
Available online 21 July 2022
(early access)
Published 06 January 2023
Authors’ Contribution
MSN conceived the research idea, cloned, purified and characterized the enzyme. JAK and FA contributed in the data analysis and manuscript preparation.
Key words
Alanine aminotransferase, Molecular docking, Pyrococcus abyssi
DOI: https://dx.doi.org/10.17582/journal.pjz/20220217130248
* Corresponding author: [email protected]
0030-9923/2023/0002-871 $ 9.00/0
Copyright 2023 by the authors. Licensee Zoological Society of Pakistan.
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Introduction
Alanine aminotransferase (ALT), (EC 2.6.1.2) is the enzyme responsible to catalyse reversible conversion of L-alanine and alpha-ketoglutarate to L-glutamate and pyruvate in the presence of pyridoxal phosphate which acts as a prosthetic group. ALT catalysed reaction provides a link between the amino acid and carbohydrate metabolism by producing pyruvate (an intermediate of carbohydrate metabolism from L-alanine. There are two isoforms of ALT found in the human body, ALT1 or cytosolic form and ALT2 or mitochondrial form, both are coded by different genes. ALT2 is exclusively produced in the heart and skeletal muscles (Mendes-Mourao et al., 1975; Pan et al., 2003; Sato et al., 2004; Shan et al., 2009). ALT is ubiquitous in nature and studied from a wide range of organisms including Alternaria conidia, humans, algae such as Chlamydomonas reinhardtii, higher plants, and silk worm (Varley et al., 2002; Good et al., 2007; Liu et al., 2008; Good and Beatty, 2011; Inagaki et al., 2012; Lecler et al., 2012; De Linares et al., 2022). There are several clinical and industrial applications of ALT, as for example the human plasma levels of ALT have been used as a biomarker for liver damage or liver diseases (Kim et al., 2008). The enzyme has also been used for the diagnosis of some cancers and muscular dystrophy (Wagner et al., 2021; Muyas et al., 2022). The elevated levels of ALT in blood plasma has also been linked with diabetes, hyperlipidaemia, obesity and cardiovascular diseases (Yun et al., 2009; Bril et al., 2020; Kathak et al., 2022; Saleh et al., 2022). ALT also has applications in the urea producing and pharmaceutical industries (Schreiber et al., 2002; Zia et al., 2021). Increasing demands of ALT and other important enzymes require the recombinant production by heterologous gene expression in a suitable system, E. coli based microbial gene expression system provides an economic, timely and simple system for the production of recombinant enzymes (Backlund et al., 2008). The microbial system has a capacity to produce bulk quantities of target enzymes and proteins (Jonet et al., 2012; Jia and Jeon, 2016; Zhou et al., 2018). In the recent times, in silico studies have been used for the prediction of 3D protein structure, active site amino acids, binding affinities of substrates and potential inhibitors to the enzyme active site, and ultimately the selection of better enzyme, substrate and inhibitors (Kamble et al., 2019; Comaki et al., 2020). In the present study, we aimed to produce the recombinant ALT from Pyrococcus abyssi GE5 strain. The target species is an archaeon that grows at 90 ◦C under high pressure conditions (Erauso et al., 1993; Cohen et al., 2003). Recombinant of enzyme was produced in E. coli, purified by chromatographic techniques, evaluated by kinetics and in silico analysis.
Materials and Methods
Materials
All reagents, kits, chemicals, PCR kit, dNTPs, DNA ligation and restriction enzymes, plasmid vectors for cloning, DNA/protein electrophoresis, plasmid isolation, restriction and analysis kits, chromatography columns and reagents were purchased from Thermo Fisher and Sigma-Aldrich. Genomic DNA of archaeon was obtained from DSMZ Germany. All reagents and molecules were of molecular biology grade.
Gene synthesis, sub-cloning, expression, and purification
ALT gene from Pyrococcus abyssi GE5 consists of 1197bp open reading frame (ORF). In the ORF, there is a restriction site for NdeI (catatg), 147 bp at 5’ end, downstream to the start codon (ATG) and a restriction site for NcoI (ccatgg) at 188 bp upstream to the stop codon. We found it difficult to subclone the complete open reading frame in pET 21a(+) vector. Hence, the gene was synthesized commercially from Macrogen (South Korea), it was made available in pUC57 vector (2710 bp) which has ampicillin resistance site (Fig. 1).
The gene harbouring plasmid was used for the transformation of DH-10 cells by using Thermo Scientific. InsTAclone PCR Cloning Kit. #K1214, the successful transformants were grown in LB broth containing 100µg/ml ampicillin to isolate plasmids. Plasmid were isolated using GeneJET Plasmid Miniprep Kit Catalogue number: K0502 (Thermo Fisher-Waltham, Massachusetts, United States). Procedure and instructions given by the manufacturer were followed. The plasmids were confirmed by restriction analysis with NdeI and BamHI to generate sticky ends of gene. Same pair of restriction enzymes was used for the restriction of pET21a (+) plasmid vector. ALT gene was ligated into pET21a (+) expression vector using T4 ligase (EL0011- Thermo Fisher - Waltham, Massachusetts, United States), under the conditions provided by the supplier. The recombinant plasmid pET21-alt+ was confirmed by restriction analysis using NdeI and BamHI. The confirmed recombinant cells of BL21 (DE3) strain of E. coli were subjected to induction of gene expression. In short, the cells were grown in LB-broth supplemented with 100µg/ml ampicillin, in the log phase of bacterial growth when the OD 600nm of bacterial culture was from 0.5 to 0.6, the expression of ALT gene was induced by the addition of 0.5mM IPTG (Isopropyl β-D-1-thiogalactopyranoside), final concentration in the medium. Induced E. coli culture was grown for 3.5 h at 37◦C and stored at 4◦C. The cells were harvested by centrifugation at 7000 rpm for 10 min at 4◦C. The cells were sonicated at a medium power for
10 min by repeating 1 min exposure to incubation in the ice-box, alternatively. The cellular residue was removed by centrifugation at 12000 rpm/10 min at 4◦C, clear supernatant was retained and subjected to dialysis in 20mM phosphate buffer pH 7.5 adjusted at 4◦C (buffer A). The chromatography column (2.5 x 36 cm) was prepared by adding 30 mL of pre-soaked DEAE-Sephadex and equilibrated with buffer A. Dialyzed sample was clarified by centrifugation at 15000 rpm/10min at 4◦C and clear supernatant was loaded onto the column at a flow rate of 2.5 mL/min, unbound proteins were washed by using buffer A, enzyme was eluted with an increasing gradient (0 to 0.5M) of sodium chloride (NaCl), fractions of 2 mL were collected, and stored at 4◦C.
Characterization of recombinant ALT
All reagents and chemicals used for the enzyme assay were prepared in 20 mM phosphate buffer pH 7.5 (buffer A). The reagents included 1.2M L-alanine, 0.5M α-ketoglutarate, 5 to 7mg/mL of NADH disodium salt, lactate dehydrogenase 300 to 400 international units, and suitable dilution of purified enzyme. Before the measurement of enzyme activity, 100mg PLP was mixed well to 1mL of purified enzyme dilution. A UV/Vis spectrophotometer UV-1900i (Shimadzu Kyoto, Kyoto, Japan) was adjusted at 25oC and 340 nm. A neat clean 2mL capacity glass cuvette was carefully added with 1 mL of L-alanine solution, 150 µL alpha-ketoglutarate, 100 µL NADH solution (freshly prepared), 100 µL of LDH and incubated for 5 min. At the end 10 µL of enzyme was added and mixed well by pipetting. Increase in the reading at 340 nm was noted for 3 min. Total protein content was determined byBradford et al. (1956) by using a standard curve prepared by using bovine serum albumin. The enzyme activity was calculated by the following formula:
Enzyme activity was determined in the presence of buffer solutions adjusted at different pH values (4, 5, 6, 7, 8, 9, 10), and adjusting the temperature of reaction mixture at variable temperatures (from 30oC to 90oC); optimum pH and temperature for the enzyme activity were calculated. Enzyme stability was determined after 10 min of incubation of enzyme at different temperatures (60oC, 70oC, 80oC, 90oC, 100oC) prior to enzyme assay keeping the other conditions constant. The enzyme activity was also calculated by regular increase in the substrate concentration under optimum pH and temperature conditions to determine the KM and Vmax values of enzyme by Lineweaver-Burk plot. Enzyme activity was also measured under optimum conditions in the presence of 100µM of copper (Cu), cadmium (Cd), iron (Fe), manganese (Mn), lead (Pb), chromium (Cr), magnesium (Mg), calcium (Ca), to determine the effect of these ions on the enzyme activity.
Protein modeling and validation
Protein structure of alanine aminotransferase from Pyrococcus abyssi was built using I-TASSER server (Yang et al., 2015), which develops 3D models from the structure templates identified by LOMETS from the PDB library. The templates of the highest significance in the threading alignments is selected by I-TASSER. Subsequently, the quality of the predicted model was examined by RAMPAGE, a protein structure validation server (Lovell et al., 2003; Wang et al., 2016), which reveals the results in terms of phi, psi and C-beta deviations by generating a Ramachandran plot for the protein built.
Structural alignment
After the structure assembly simulation, TM-align structural alignment program (Zhang and Skolnick, 2005; Madhusudhan et al., 2009), was employed to match the first I-TASSER model to all the structures in PDB library. Due to the structural similarity, these protein often have similar functions to the target. High TM-Score represents closest structural similarity.
Docking analysis
The 3D model was then prepared for docking analysis, by eliminating hetero atoms including water molecules and performing energy minimization by PyMol (Yuan et al., 2017; Faure et al., 2019), and ModRefiner (Xu and Zhang, 2011; Dhorajiwala et al., 2019), respectively. The PDB structures of selected ligands, i.e., alanine, alpha-ketoglutarate, pyruvate, glutamate and pyridoxal-5- phosphate were downloaded from ChemSpider chemical database. All selected ligands were docked against the ALT-PA protein model using Hex docking server (Macindoe et al., 2010; Ritchie and Venkatraman, 2010). The ∆G (binding free energy) of each docked protein-ligand complex was recorded to analyze the binding nature of the complexes.
Results
Production, purification and properties of recombinant ALT
Under the T7 promoter system, a recombinant of ALT from P. abyssi was successfully generated in E. coli cells. It was purified up to 15.3 folds by anion exchange chromatography with more than 58% final recovery. The purified enzyme has shown a specific activity of 138 U/mg of protein, it displayed a 45 kDa protein band on SDS-PAGE (Table I, Fig. 2).
Table I. Purification of ALT produced as recombinant in E. coli. A unit of enzyme is defined as the amount of enzyme that can convert one micromole of L-alanine and alpha-ketoglutarate into products in one minute under our experimental conditions.
Purification step |
Specific activity (U/mg) |
Total units |
Percentage recovery |
Fold purification |
Crude cellular extract |
9.0 |
5400 |
100 |
1 |
Dialysate |
9.8 |
4800 |
88.88 |
1.08 |
DEAE- column chromatography |
138 |
3140 |
58.14 |
15.3 |
Purified enzyme has shown activity at a wide range of temperatures and pH with an optimum activity at above 90◦C and pH 8. More than 50% enzyme activity was retained when incubated at 100◦C for 10 minutes indicating a high temperature stability. The measurement of activity in the presence of different metal ions has shown a significant increase in the enzyme activity in the presence of Mg2+ ions. Purified ALT investigated in the present study has shown a KM value of 25 µM L-alanine and Vmax 149.25U/mg/min (Fig. 3).
Protein modeling and validation
I-TASSER generated the ALT-PA protein model has been generated (visualization by PyMOL Molecular Graphics System, Version 1.2r3pre.), by using 1XI9 as a homologous template, which determines the crystal structure of ALT from Pyrococcus furiosus. The quality assessment by Ramachandran plot reveals that the template-based structure of ALT from P. abyssi was quite stable, with >99% of residues in the favored and allowed regions (Fig. 4).
The structural alignment results by TM-align shows 1xi9A to be ranked number 1 as the template crystal model (1XI9) contained identical residues in its protein sequence which are structurally 99% identical to that of query with lowest RMSD values when compared to other top PDB hits.
Docking and comparative analysis
Docking results summarized in the Table II revealed that ALT-pyridoxal-5-phosphate complex (Fig. 5A) obtained the lowest free energy corresponding to highest binding affinity, followed by ALT-glutamate (Fig. 5C), ALT-alpha-ketoglutarate (Fig. 5E), ALT-L alanine (Fig. 5H) and ALT-pyruvate (Fig. 5I) docked complexes.
Table II. TM-align results showing the comparison of top identical structures from PDB database with the modeled 3D structure of ALT from P. abyssi.
Ranka |
PDB Hit |
TM-scoreb |
RMSDc |
IDENd |
Cove |
1 |
1xi9A |
0.986 |
0.32 |
0.924 |
0.987 |
2 |
4cvqA |
0.950 |
1.66 |
0.383 |
0.990 |
3 |
1bw0B |
0.948 |
1.68 |
0.294 |
0.990 |
4 |
4ix8A |
0.941 |
1.69 |
0.261 |
0.982 |
5 |
3tcmA |
0.941 |
1.81 |
0.281 |
0.993 |
6 |
6f77A |
0.939 |
1.24 |
0.331 |
0.965 |
7 |
6f35A |
0.937 |
1.33 |
0.317 |
0.967 |
8 |
5wmhA |
0.934 |
1.25 |
0.340 |
0.960 |
9 |
1gd9A |
0.923 |
1.48 |
0.396 |
0.955 |
10 |
1j32A |
0.920 |
1.67 |
0.308 |
10 |
a Ranking of proteins is based on TM-score of the structural alignment between the query structure and known structures in the PDB library. b Template Modeling Score (TM-score) measure the structural similarity between two structures TM-score >0.5 indicates a model of correct topology and a TM-score<0.17 means a random similarity range 0 to 1). c Heavy atoms Root-Mean-Square Deviation (RMSD) with respect to the experimental structure. d IDEN is the percentage sequence identity in the structurally aligned region (range 0 to 1. e Cov represents the coverage of global structural alignment and is equal to the number of structurally aligned residues divided by length of the query protein cluster. (range 0 to 1).
Discussion
ALT is an enzyme of amino acid metabolism that also links the amino acid metabolism and carbohydrate metabolism. The enzyme is widely distributed in natural world such as in plant, animals, fungi and bacteria (Ward et al., 2000; Hosono et al., 2003; Duan et al., 2009; Good and Beatty, 2011). ALT has a great clinical importance, it has been extensively used as a biomarker for the diagnosis of liver diseases, liver injuries, it serves as a biosensor, diagnosis of dengue fever, detection of hepatitis B and C (Li et al., 2006; Senior, 2012; EASL, 2014; Gao et al., 2017; Wang et al., 2018; Ayaz and Furrukh, 2020). The present study was aimed at the recombinant production, purification, kinetics and in silico properties of enzyme from Pyrococcus abyssi which is a hyperthermophilic archaeon, unexplored for most of its enzyme, including ALT. The ALT coding gene has been investigated from a wide range of species including man to higher animals, and plants to bacteria. These genes coding for ALT in different species have shown different nucleotide sequences and properties of their protein products. All this information based on gene sequences and subsequent protein characteristics contribute to the pool of literature on ALT
Table III. Binding free energies of the docked complexes with ALT-PA and selected ligands.
Protein |
Ligand |
∆G(kJ/mol) |
Binding residues |
ALT-PA |
Pyridoxal-5-phosphate |
-221.58 |
12, 126, 127, 128, 131, 132, 360, 361, 362, 363 |
Glutamate |
-170.84 |
101, 102, 103, 207, 233, 234, 235, 236, 241, 242, 243, 244, 245, 246, 247, 248 |
|
Alpha-ketoglutarate |
-162.48 |
111, 112, 113, 114, 115, 168, 260, 261, 264 |
|
Alanine |
-128.84 |
86, 172, 173, 174, 175, 188, 204, 205, 206, 207, 208, 209, 217, 218, 219, 220, 221 |
|
Pyruvate |
-112.58 |
38, 101, 102, 103, 106, 127, 205, 207, 236, 237, 245 |
Note: ∆G represents binding free energies of docked complex of respective protein and ligand.
(Shrawat et al., 2008; Parthasarathy et al., 2019). In the present study, a gene coding for alanine aminotransferase from Pyrococcus abyssi (Fig. 1). has been cloned in E. coli and the properties of its corresponding recombinant protein have been investigated. The commercially synthesized gene was restricted out from pUC57 plasmid vector and introduced into pET 21a (+) expression vector, the later was used for the transformation of BL21 (DE3) strain of E. coli. The confirmed recombinant E. coli cells were grown to their early log phase with 0.5 to 0.6 optical density at 600nm and gene expression was induced in the presence of 0.5mM final concentration of IPTG. Similar IPTG concentrations have been successfully used for the production of recombinant heterologous proteins (Assadi-Porter et al., 2008; Dvorak et al., 2015). The expressed enzyme was purified by chromatography; it has shown a molecular weight of 44 kDa on SDS-PAGE (Fig. 2). The enzyme with molecular weight of 54 kDa, 45 kDa, 94 kDa, and 50 kDa has been reported from different animal and plant species (Orzechowski et al., 1999; Liepman and Olsen, 2001; Yang et al., 2002; Kendziorek et al., 2012). The enzyme being reported in the present report has shown optimum activity at pH 8, and above 90oC. It was stable at a wide pH range and temperature up to 100oC, Mg2+ ions increased the enzyme activity, the values of KM and Vmax of enzyme was 25µM L-alanine and 149.25U/mg, respectively (Fig. 3). Enzyme isolated from a similar species, Pyrococcus furiosus, has shown optimum activity at pH 6.5 to 7.8 and 95◦C. However, the KM value for this enzyme was 2.8mM L-alanine was high as compared to the enzyme being reported from P. abyssi (Ward et al., 2000). KM values of 5.0 mM has also been reported from bacterial species (Oikawa, 2006). There is no information available about the effect of metal ions on the activity of ALT. 3D structure based on in silico studies has shown that the enzyme exists as a monomer (Fig. 4). A monomer structure of enzyme has been reported in literature (Duff et al., 2012). Molecular docking studies with potential substrate molecules have shown the active site residues and binding affinities of enzyme with these molecules (Fig. 5). The docking structures were verified by using different alignment tools (Table II). Docking studies have shown binding energy of ∆G -221.58 kJ/mol with pyridoxal-5-phosphate, ∆G -170.84 kJ/mol with L-glutamate, ∆G -162.48 kJ/mol with alpha-ketoglutarate, ∆G -128.84 kJ/mol with L-alanine, ∆G -112.58 kJ/mol with pyruvate (Table III). ALT active site residues of enzyme from E. coli reported in a study include Tyr15, Tyr37 and Tyr152, Arg18 and Tyr129 (Pena-Soler et al., 2014). However, there are only a few studies available about the active site analysis of bacterial and archaeal ALT, the information provided by the in silico analysis will provide a baseline for the future research in these lines.
Conclusions
The present study provides insights into the clinically important enzyme from an unexplored species. The enzyme investigated in the study was stable at high temperatures with maximum activity above 90oC indicating its potential in the industries. In silico studies have demonstrated binding affinities of different potential substrate molecules to the enzyme active site. The information acquired from the computer based studies require further confirmation by crystal structure analysis in the presence of substrate and PLP.
Acknowledgements
This project was funded by the Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah, under the grant no. G: 202-130-1441. The authors, therefore, acknowledge DSR for technical and financial support.
Funding
This project was funded by the Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah, under the grant no. G: 202-130-1441. The authors, therefore, acknowledge DSR for technical and financial support.
Statement of conflict of interest
The authors have declared no conflict of interest.
References
Assadi-Porter, F.M., Patry, S., and Markley, J.L., 2008. Efficient and rapid protein expression and purification of small high disulfide containing sweet protein brazzein in E. coli. Protein Expres. Purif., 58: 263–268. https://doi.org/10.1016/j.pep.2007.11.009
Ayaz, F., and Furrukh, M. 2020. Assessment of severity of dengue fever by deranged alanine aminotransferase levels. Cureus, 12: e10539. https://doi.org/10.7759/cureus.10539
Bäcklund, E., Reeks, D., Markland, K., Weir, N., Bowering, L., and Larsson, G., 2008. Fedbatch design for periplasmic product retention in Escherichia coli. J. Biotechnol., 135: 358–365. https://doi.org/10.1016/j.jbiotec.2008.05.002
Bradford, E.B., Vanderhoff, J.W. and Alfrey Jr, T., 1956. The use of monodisperse latexes in an electron microscope investigation of the mechanism of emulsion polymerization. J. Coll. Sci., 11: 135-149. https://doi.org/10.1016/0095-8522(56)90033-2
Bril, F., McPhaul, M.J., Caulfield, M.P., Clark, V.C., Soldevilla-Pico, C., Firpi-Morell, R.J., Lai, J., Shiffman, D., Rowland, C.M., and Cusi, K., 2020. Performance of plasma biomarkers and diagnostic panels for nonalcoholic steatohepatitis and advanced fibrosis in patients with type 2 diabetes. Diabetes care, 43: 290–297. https://doi.org/10.2337/dc19-1071
Cohen, G.N., Barbe, V., Flament, D., Galperin, M., Heilig, R., Lecompte, O., Poch, O., Prieur, D., Quérellou, J., Ripp, R., Thierry, J.C., Van der Oost, J., Weissenbach, J., Zivanovic, Y., and Forterre, P., 2003. An integrated analysis of the genome of the hyperthermophilic archaeon Pyrococcus abyssi. Mol. Microbiol., 47: 1495–1512. https://doi.org/10.1046/j.1365-2958.2003.03381.x
Comakli, V., Adem, S., Oztekin, A., and Demirdag, R. 2020. Screening inhibitory effects of selected flavonoids on human recombinant aldose reductase enzyme: In vitro and in silico study. Arch. Physiol. Biochem., pp. 1–7. https://doi.org/10.1080/13813455.2020.1771377
De Linares, C., Navarro, D., Puigdemunt, R., and Belmonte, J., 2022. Airborne Alt a 1 dynamic and its relationship with the airborne dynamics of alternaria conidia and pleosporales spores. J. Fungi, 8: 125. https://doi.org/10.3390/jof8020125
Dhorajiwala, T.M., Halder, S.T. and Samant, L., 2019. Comparative in silico molecular docking analysis of l-threonine-3-dehydrogenase, a protein target against African trypanosomiasis using selected phytochemicals. J. appl. Biotechnol. Rep., 6: 101-108. https://doi.org/10.29252/JABR.06.03.04
Duan, Y., Guo, J., Wang, S., Yu, X., Huang, L. and Kang, Z., 2009. Cloning and expression analysis of alanine aminotransferase gene TaAlaAT1 in wheat infected with stripe rust fungus. Acta Phytopathol. Sin., 39: 139-146.
Duff, S.M., Rydel, T.J., McClerren, A.L., Zhang, W., Li, J.Y., Sturman, E.J., Halls, C., Chen, S., Zeng, J., Peng, J., Kretzler, C.N., and Evdokimov, A., 2012. The enzymology of alanine aminotransferase (AlaAT) isoforms from Hordeum vulgare and other organisms, and the HvAlaAT crystal structure. Arch. Biochem. Biophys., 528: 90–101. https://doi.org/10.1016/j.abb.2012.06.006
Dvorak, P., Chrast, L., Nikel, P. I., Fedr, R., Soucek, K., Sedlackova, M., Chaloupkova, R., de Lorenzo, V., Prokop, Z., and Damborsky, J., 2015. Exacerbation of substrate toxicity by IPTG in Escherichia coli BL21(DE3) carrying a synthetic metabolic pathway. Microb. Cell Fact., 14: 201. https://doi.org/10.1186/s12934-015-0393-3
Erauso, G., Reysenbach, A.L., Godfroy, A., Meunier, J.R., Crump, B., Partensky, F., Baross, J.A., Marteinsson, V., Barbier, G., Pace, N.R. and Prieur, D., 1993. Pyrococcus abyssi sp. nov., a new hyperthermophilic archaeon isolated from a deep-sea hydrothermal vent. Arch. Microbiol., 160: 338-349. https://doi.org/10.1007/BF00252219
European Association for Study of Liver. 2014. EASL clinical practice guidelines: Management of hepatitis C virus infection. J. Hepatol., 60: 392–420. https://doi.org/10.1016/j.jhep.2013.11.003
Faure, G., Joseph, A.P., Craveur, P., Narwani, T.J., Srinivasan, N., Gelly, J.C., Rebehmed, J., de Brevern, A.G. 2019. iPBAvizu: A PyMOL plugin for an efficient 3D protein structure superimposition approach. Source Code Biol. Med., 14: 5. https://doi.org/10.1186/s13029-019-0075-3
Gao, S., Li, X.Y., Fan, Y.C., Sun, F.K., Han, L.Y., Li, F., Ji, X.F., and Wang, K., 2017. A noninvasive model to predict liver histology in HBeAg-positive chronic hepatitis B with alanine aminotransferase ≤ 2upper limit of normal. J. Gastroenterol. Hepatol., 32: 215–220. https://doi.org/10.1111/jgh.13452
Good, A.G., and Beatty, P.H., 2011. Biotechnological approaches to improving nitrogen use efficiency in plants: Alanine aminotransferase as a case study. In: The molecular and physiological basis of nutrient use efficiency in crops. pp. 165-191. https://doi.org/10.1002/9780470960707.ch9
Good, A.G., Johnson, S.J., De Pauw, M., Carroll, R.T., Savidov, N., Vidmar, J., Lu, Z., Taylor, G. Stroeher, V., 2007. Engineering nitrogen use efficiency with alanine aminotransferase. Botany, 85: 252-262. https://doi.org/10.1139/B07-019
Hosono, A., Mizuguchi, H., Hayashi, H., Goto, M., Miyahara, I., Hirotsu, K., Kagamiyama, H., 2003. Glutamine:phenylpyruvate aminotransferase from an extremely thermophilic bacterium, Thermus thermophilus HB8. J. Biochem., 134: 843–851. https://doi.org/10.1093/jb/mvg210
Inagaki, Y., Matsumoto, Y., Kataoka, K., Matsuhashi, N., and Sekimizu, K., 2012. Evaluation of drug-induced tissue injury by measuring alanine aminotransferase (ALT) activity in silkworm hemolymph. BMC Pharmacol. Toxicol., 13: 13. https://doi.org/10.1186/2050-6511-13-13
Jia, B., and Jeon, C.O., 2016. High-throughput recombinant protein expression in Escherichia coli: Current status and future perspectives. Open Biol., 6: 160196. https://doi.org/10.1098/rsob.160196
Jonet, M.A., Mahadi, N.M., Murad, A.M., Rabu, A., Bakar, F.D., Rahim, R.A., Low, K.O., and Illias, R.M., 2012. Optimization of a heterologous signal peptide by site-directed mutagenesis for improved secretion of recombinant proteins in Escherichia coli. J. Mol. Microbiol. Biotech., 22: 48–58. https://doi.org/10.1159/000336524
Kamble, A., Srinivasan, S., and Singh, H., 2019. In-silico bioprospecting: Finding better enzymes. Mol. Biotechnol., 61: 53–59. https://doi.org/10.1007/s12033-018-0132-1
Kathak, R.R., Sumon, A.H., Molla, N.H., Hasan, M., Miah, R., Tuba, H.R., Habib, A., and Ali, N., 2022. The association between elevated lipid profile and liver enzymes: A study on Bangladeshi adults. Scient. Rep., 12: 1711. https://doi.org/10.1038/s41598-022-05766-y
Kendziorek, M., Paszkowski, A., and Zagdańska, B., 2012. Biochemical characterization and kinetic properties of alanine aminotransferase homologues partially purified from wheat (Triticum aestivum L.). Phytochemistry, 82: 7–14. https://doi.org/10.1016/j.phytochem.2012.07.008
Kim, W.R., Flamm, S.L., Di Bisceglie, A.M., and Bodenheimer, H.C., 2008. Serum activity of alanine aminotransferase (ALT) as an indicator of health and disease. Hepatology (Baltimore, Md.), 47: 1363–1370. https://doi.org/10.1002/hep.22109
Lecler, R., Vigeolas, H., Emonds-Alt, B., Cardol, P., and Remacle, C., 2012. Characterization of an internal type-II NADH dehydrogenase from Chlamydomonas reinhardtii mitochondria. Curr. Genet., 58: 205–216. https://doi.org/10.1007/s00294-012-0378-2
Li, H., Guo, Z., Wang, H., Cui, D., and Cai, X., 2006. An amperometric bienzyme biosensor for rapid measurement of alanine aminotransferase in whole blood. Sens. Actuators B Chem., 119: 419-424. https://doi.org/10.1016/j.snb.2005.12.041
Liepman, A.H., and Olsen, L.J., 2001. Peroxisomal alanine: Glyoxylate aminotransferase (AGT1) is a photorespiratory enzyme with multiple substrates in Arabidopsis thaliana. Pl. J. Cell mol. Biol., 25: 487–498. https://doi.org/10.1046/j.1365-313x.2001.00961.x
Liu, L., Zhong, S., Yang, R., Hu, H., Yu, D., Zhu, D., Hua, Z., Shuldiner, A.R., Goldstein, R., Reagan, W.J., and Gong, D.W., 2008. Expression, purification, and initial characterization of human alanine aminotransferase (ALT) isoenzyme 1 and 2 in High-five insect cells. Protein Expr. Purif., 60: 225–231. https://doi.org/10.1016/j.pep.2008.04.006
Lovell, S.C., Davis, I.W., Arendall, W.B., de Bakker, P.I., Word, J.M., Prisant, M.G., Richardson, J.S., and Richardson, D.C., 2003. Structure validation by Calpha geometry: Phi, psi and Cbeta deviation. Proteins, 50: 437–450. https://doi.org/10.1002/prot.10286
Macindoe, G., Mavridis, L., Venkatraman, V., Devignes, M.D. and Ritchie, D.W., 2010. HexServer: An FFT-based protein docking server powered by graphics processors. Nucl. Acids Res., 38: 445-449. https://doi.org/10.1093/nar/gkq311
Madhusudhan, M.S., Webb, B.M., Marti-Renom, M.A., Eswar, N., and Sali, A., 2009. Alignment of multiple protein structures based on sequence and structure features. Protein Eng. Des. Sel., 22: 569–574. https://doi.org/10.1093/protein/gzp040
Mendes-Mourāo, J., Halestrap, A.P., Crisp, D.M., and Pogson, C.I., 1975. The involvement of mitochondrial pyruvate transport in the pathways of gluconeogenesis from serine and alanine in isolated rat and mouse liver cells. FEBS Lett., 53: 29–32. https://doi.org/10.1016/0014-5793(75)80674-0
Muyas, F., Rodriguez, M.J.G., Cortes-Ciriano, I., and Flores, I., 2022. The ALT pathway generates telomere fusions that can be detected in the blood of cancer patients. BioRxiv, https://doi.org/10.1101/2022.01.25.477771
Oikawa, T., 2006. Alanine, aspartate, and asparagine metabolism in microorganisms. In: Amino acid biosynthesis~ pathways, regulation and metabolic engineering. Springer, Berlin, Heidelberg. pp. 273-288. https://doi.org/10.1007/7171_2006_062
Orzechowski, S., Socha-Hanc, J., and Paszkowski, A., 1999. Alanine aminotransferase and glycine aminotransferase from maize (Zea mays L.) leaves. Acta Biochim. Pol., 46: 447–457. https://doi.org/10.18388/abp.1999_4176
Pan, Y., Chen, H., Siu, F., and Kilberg, M.S., 2003. Amino acid deprivation and endoplasmic reticulum stress induce expression of multiple activating transcription factor-3 mRNA species that, when overexpressed in HepG2 cells, modulate transcription by the human asparagine synthetase promoter. J. biol. Chem., 278: 38402–38412. https://doi.org/10.1074/jbc.M304574200
Parthasarathy, A., Adams, L.E., Savka, F.C., and Hudson, A.O., 2019. The Arabidopsis thaliana gene annotated by the locus tag At3g08860 encodes alanine aminotransferase. Pl. Direct, 3: e00171. https://doi.org/10.1002/pld3.171
Peña-Soler, E., Fernandez, F.J., López-Estepa, M., Garces, F., Richardson, A.J., Quintana, J.F., Rudd, K.E., Coll, M., and Vega, M.C., 2014. Structural analysis and mutant growth properties reveal distinctive enzymatic and cellular roles for the three major L-alanine transaminases of Escherichia coli. PLoS One, 9: e102139. https://doi.org/10.1371/journal.pone.0102139
Ritchie, D.W., and Venkatraman, V., 2010. Ultra-fast FFT protein docking on graphics processors. Bioinformatics (Oxford, England), 26: 2398–2405. https://doi.org/10.1093/bioinformatics/btq444
Saleh, M., Kim, J.Y., March, C., Gebara, N., and Arslanian, S., 2022. Youth prediabetes and type 2 diabetes: Risk factors and prevalence of dysglycaemia. Pediatr. Obes., 17: e12841. https://doi.org/10.1111/ijpo.12841
Sato, H., Nomura, S., Maebara, K., Sato, K., Tamba, M., and Bannai, S. 2004. Transcriptional control of cystine/ glutamate transporter gene by amino acid deprivation. Biochem. biophys. Res. Commun., 325: 109–116. https://doi.org/10.1016/j.bbrc.2004.10.009
Schreiber, W., Alt, T., Edelmann, M., and Malzkorn-Edling, S., 2002. Augmented reality for industrial applications-a new approach to increase productivity. Proceedings of the 6th international scientific conference on work with display units. pp. 380-381.
Senior, J.R., 2012. Alanine aminotransferase: A clinical and regulatory tool for detecting liver injury-past, present, and future. Clin. Pharmacol. Ther., 92: 332–339. https://doi.org/10.1038/clpt.2012.108
Shan, J., Ord, D., Ord, T., and Kilberg, M.S., 2009. Elevated ATF4 expression, in the absence of other signals, is sufficient for transcriptional induction via CCAAT enhancer-binding protein-activating transcription factor response elements. J. biol. Chem., 284: 21241–21248. https://doi.org/10.1074/jbc.M109.011338
Shrawat, A.K., Carroll, R.T., DePauw, M., Taylor, G.J., and Good, A.G., 2008. Genetic engineering of improved nitrogen use efficiency in rice by the tissue-specific expression of alanine aminotransferase. Pl. Biotechnol. J., 6: 722–732. https://doi.org/10.1111/j.1467-7652.2008.00351.x
Varley, H., Pickett, H.A., Foxon, J.L., Reddel, R.R., and Royle, N.J., 2002. Molecular characterization of inter-telomere and intra-telomere mutations in human ALT cells. Nat. Genet., 30: 301–305. https://doi.org/10.1038/ng834
Wagner, K.R., Guglieri, M., Ramaiah, S.K., Charnas, L., Marraffino, S., Binks, M., Vaidya, V.S., Palmer, J., Goldstein, R., and Muntoni, F., 2021. Safety and disease monitoring biomarkers in Duchenne muscular dystrophy: results from a Phase II trial. Biomarkers Med., 15: 1389–1396. https://doi.org/10.2217/bmm-2021-0222
Wang, L., Chen, M., Xu, M., Li, J., Feng, P., He, R., Zhu, Y., Li, H., Lin, J., and Zhang, C., 2018. Ratio of creatine kinase to alanine aminotransferase as a biomarker of acute liver injury in dystrophinopathy. Dis. Markers, pp. 6484610. https://doi.org/10.1155/2018/6484610
Wang, W., Xia, M., Chen, J., Deng, F., Yuan, R., Zhang, X., and Shen, F., 2016. Data set for phylogenetic tree and Rampage Ramachandran plot analysis of SODs in Gossypium raimondii and G. arboreum. Data Brief., 9: 345–348. https://doi.org/10.1016/j.dib.2016.05.025
Ward, D.E., Kengen, S.W., van Der Oost, J., and de Vos, W.M., 2000. Purification and characterization of the alanine aminotransferase from the hyperthermophilic Archaeon pyrococcus furiosus and its role in alanine production. J. Bact., 182: 2559–2566. https://doi.org/10.1128/JB.182.9.2559-2566.2000
Xu, D., and Zhang, Y., 2011. Improving the physical realism and structural accuracy of protein models by a two step atomic level energy minimization. Biophys. J., 101: 2525–2534. https://doi.org/10.1016/j.bpj.2011.10.024
Yang, J., Yan, R., Roy, A., Xu, D., Poisson, J., and Zhang, Y., 2015. The I-TASSER Suite: Protein structure and function prediction. Nat. Methods, 12: 7–8. https://doi.org/10.1038/nmeth.3213
Yang, R.Z., Blaileanu, G., Hansen, B.C., Shuldiner, A.R., and Gong, D.W., 2002. cDNA cloning, genomic structure, chromosomal mapping, and functional expression of a novel human alanine aminotransferase. Genomics, 79: 445–450. https://doi.org/10.1006/geno.2002.6722
Yuan, S., Chan, H.S. and Hu, Z., 2017. Using PyMOL as a platform for computational drug design. Wires Comp. mol. Sci., 7: e1298. https://doi.org/10.1002/wcms.1298
Yun, K.E., Shin, C.Y., Yoon, Y.S., and Park, H.S., 2009. Elevated alanine aminotransferase levels predict mortality from cardiovascular disease and diabetes in Koreans. Atherosclerosis, 205: 533–537. https://doi.org/10.1016/j.atherosclerosis.2008.12.012
Zhang, Y., and Skolnick, J., 2005. TM-align: A protein structure alignment algorithm based on the TM-score. Nucl. Acids Res., 33: 2302–2309. https://doi.org/10.1093/nar/gki524
Zhou, Y., Lu, Z., Wang, X., Selvaraj, J.N., and Zhang, G., 2018. Genetic engineering modification and fermentation optimization for extracellular production of recombinant proteins using Escherichia coli. Appl. Microbiol. Biotechnol., 102: 1545–1556. https://doi.org/10.1007/s00253-017-8700-z
Zia, S., Khan, M.R., Shabbir, M.A., and Aadil, R.M., 2021. An update on functional, nutraceutical and industrial applications of watermelon by-products: A comprehensive review. Trends Fd. Sci. Tech., 114: 275-291. https://doi.org/10.1016/j.tifs.2021.05.039
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