Decreasing the immunogenicity of arginine deiminase enzyme via structure-based computational analysis.

None 3D: 3Dimensional ADI: arginine deiminase B-cell epitopes removal MD simulation: molecular dynamics simulation MhADI: arginine deiminase from PEG: polyethylene glycol SVM: support vector machine antigenic arginine deiminase immune-reactive therapeutic enzymes

Journal

Journal of biomolecular structure & dynamics
ISSN: 1538-0254
Titre abrégé: J Biomol Struct Dyn
Pays: England
ID NLM: 8404176

Informations de publication

Date de publication:
Feb 2019
Historique:
pubmed: 25 1 2018
medline: 30 7 2019
entrez: 25 1 2018
Statut: ppublish

Résumé

The clinical applications of therapeutic enzymes are often limited due to their immunogenicity. B-cell epitope removal is an effective approach to solve this obstacle. The identification of hot spot epitopic residues is a critical step in the removal of protein B-cell epitope. Hereof, computational approaches are a suitable alternative to costly and labor-intensive experimental approaches. Arginine deiminase, a Mycoplasma arginine-catabolizing enzyme, is in the clinical trial for treating arginine auxotrophic cancers, especially hepatocellular carcinomas and melanomas through depleting plasma arginine and causing cell starvation. In this study, arginine deiminase from Mycoplasma hominis (MhADI) was computationally analyzed for recognizing and locating its immune-reactive regions. The 3D structure of the bioactive form of MhADI was modeled. The B-cell epitope mapping of protein was performed using various servers with different algorithms. Six segments: 31-40, 48-55, 131-140, 196-206, 294-314, and 331-344 were predicted to be the consensus immunogenic regions. The modification of epitopic hot spot residue was performed to reduce immune-reactiveness. The hot spot residue was selected considering a high B-cell epitope score, convexity index, surface accessibility, flexibility, and hydrophilicity. The structure stability of native and mutant proteins was evaluated through molecular dynamics simulation. The E304L mutein was suggested as a lower antigenic and stable enzyme derivative.

Identifiants

pubmed: 29363409
doi: 10.1080/07391102.2018.1431151
doi:

Substances chimiques

Antigens 0
Epitopes 0
Hydrolases EC 3.-
arginine deiminase EC 3.5.3.6

Types de publication

Journal Article

Langues

eng

Pagination

523-536

Auteurs

Mahboubeh Zarei (M)

a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.
b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Navid Nezafat (N)

a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.
b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Mohammad Reza Rahbar (MR)

a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.
b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Manica Negahdaripour (M)

a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.
b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Soudabeh Sabetian (S)

b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Mohammad Hossein Morowvat (MH)

b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

Younes Ghasemi (Y)

a Department of Pharmaceutical Biotechnology, School of Pharmacy , Shiraz University of Medical Sciences , Shiraz , Iran.
b Pharmaceutical Sciences Research Center , Shiraz University of Medical Sciences , Shiraz , Iran.

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Classifications MeSH