Back

In Silico-Driven Engineering of Halomonas elongata L-Asparaginase: Towards Enhanced Proteolytic Resistance in Lymphoblastic Leukemia

Samadaei Ghadikolaei, M.; Asad, S.; Hassan-Zadeh, V.

2024-06-08 molecular biology
10.1101/2024.06.07.597648 bioRxiv
Show abstract

The shortened L-asparaginases half-life in leukemia patients due to elevated serum proteases, poses a challenge. This study aimed to enhance the stability of Halomonas elongata L-asparaginase against trypsin. Employing the trRosetta server, we modeled the enzymes 3D structure with a quality score of 96.5, revealing predominant secondary structure of random coils (42%), alpha helices (33%), and extended strands (20%) organized in two domains. Molecular docking unveiled a triad alignment among residues Thr16, Ser65, and Asp97 with L-asparagine. Site selection for mutation considered secondary structure prediction, dimerization analysis, trypsin cleavage site determination and epitope mapping. A library of enzyme variants was constructed through site saturation mutagenesis which led to the identification of the Arg206 to Thr, resulting in a 1.7-fold increased enzyme-specific activity (2400 U/mg) and heightened trypsin resistance. The mutant displayed a half-life of 3.47 hin human serum, approximately 50% longer than the wild type. In silico analyses confirmed structural stability, reduced flexibility, and enhanced substrate binding, contributing to increased proteolysis resistance and enzymatic activity. The Arg206Thr mutant exhibited anti-proliferative activity (IC50 of 1.45 U/ml) on leukemia cell line K562, suggesting potential therapeutic implications.

Matching journals

The top 12 journals account for 50% of the predicted probability mass.

1
International Journal of Biological Macromolecules
65 papers in training set
Top 0.1%
22.8%
2
Scientific Reports
3102 papers in training set
Top 32%
3.9%
3
Frontiers in Bioengineering and Biotechnology
88 papers in training set
Top 0.6%
3.6%
4
PLOS ONE
4510 papers in training set
Top 39%
3.6%
5
Frontiers in Microbiology
375 papers in training set
Top 4%
2.6%
6
Protein Science
221 papers in training set
Top 0.5%
2.6%
7
International Journal of Molecular Sciences
453 papers in training set
Top 4%
2.4%
8
Journal of Biomolecular Structure and Dynamics
43 papers in training set
Top 0.5%
2.1%
9
Nature Communications
4913 papers in training set
Top 46%
2.1%
10
The FEBS Journal
78 papers in training set
Top 0.1%
2.1%
11
Microorganisms
101 papers in training set
Top 0.5%
1.9%
12
ACS Omega
90 papers in training set
Top 1%
1.8%
50% of probability mass above
13
Biochimie
23 papers in training set
Top 0.1%
1.7%
14
Journal of Biological Chemistry
641 papers in training set
Top 2%
1.7%
15
Proteins: Structure, Function, and Bioinformatics
82 papers in training set
Top 0.4%
1.7%
16
ACS Catalysis
16 papers in training set
Top 0.1%
1.7%
17
ChemMedChem
15 papers in training set
Top 0.3%
1.7%
18
ACS Synthetic Biology
256 papers in training set
Top 2%
1.3%
19
Structure
175 papers in training set
Top 2%
1.2%
20
Frontiers in Molecular Biosciences
100 papers in training set
Top 3%
1.2%
21
Communications Biology
886 papers in training set
Top 16%
1.1%
22
Molecules
37 papers in training set
Top 1%
1.0%
23
Viruses
318 papers in training set
Top 4%
0.9%
24
FEBS Letters
42 papers in training set
Top 0.2%
0.9%
25
Nucleic Acids Research
1128 papers in training set
Top 16%
0.8%
26
Biochemical Journal
80 papers in training set
Top 0.2%
0.8%
27
BMC Biology
248 papers in training set
Top 4%
0.8%
28
ACS Infectious Diseases
74 papers in training set
Top 1%
0.8%
29
Pharmaceuticals
33 papers in training set
Top 2%
0.8%
30
JACS Au
35 papers in training set
Top 1%
0.8%