Design of Tetra-Peptide Ligands of Antibody Fc Regions Using In Silico Combinatorial Library Screening.

antibody purification high-throughput virtual screening in silico combinatorial library peptide combinatorial library peptide design peptide drug design peptide library design peptide molecular docking recombinant peptide libraries

Journal

Pharmaceuticals (Basel, Switzerland)
ISSN: 1424-8247
Titre abrégé: Pharmaceuticals (Basel)
Pays: Switzerland
ID NLM: 101238453

Informations de publication

Date de publication:
17 Aug 2023
Historique:
received: 26 07 2023
revised: 09 08 2023
accepted: 10 08 2023
medline: 26 8 2023
pubmed: 26 8 2023
entrez: 26 8 2023
Statut: epublish

Résumé

Peptides, or short chains of amino-acid residues, are becoming increasingly important as active ingredients of drugs and as crucial probes and/or tools in medical, biotechnological, and pharmaceutical research. Situated at the interface between small molecules and larger macromolecular systems, they pose a difficult challenge for computational methods. We report an in silico peptide library generation and prioritization workflow using CmDock for identifying tetrapeptide ligands that bind to Fc regions of antibodies that is analogous to known in vitro recombinant peptide libraries' display and expression systems. The results of our in silico study are in accordance with existing scientific literature on in vitro peptides that bind to antibody Fc regions. In addition, we postulate an evolving in silico library design workflow that will help circumvent the combinatorial problem of in vitro comprehensive peptide libraries by focusing on peptide subunits that exhibit favorable interaction profiles in initial in silico peptide generation and testing.

Identifiants

pubmed: 37631085
pii: ph16081170
doi: 10.3390/ph16081170
pmc: PMC10459493
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Slovenian Research Agency
ID : J1-2471
Organisme : Slovenian Research Agency
ID : P2-0046
Organisme : Slovenian Research Agency
ID : P1-0403
Organisme : Slovenian Research Agency
ID : J1-4398
Organisme : Slovenian Research Agency
ID : L2-3175
Organisme : Slovenian Research Agency
ID : L2-4430
Organisme : Slovenian Research Agency
ID : J7-4638
Organisme : Slovenian Research Agency
ID : J3-4498
Organisme : Slovenian Research Agency
ID : J1-4414
Organisme : Slovenian Research Agency
ID : J3-4497
Organisme : Slovenian Research Agency
ID : J4-4633
Organisme : Slovenian Research Agency
ID : P2-0438

Références

Nature. 1975 Aug 7;256(5517):495-7
pubmed: 1172191
Chembiochem. 2005 Jul;6(7):1242-53
pubmed: 15937987
Biotechnol Bioeng. 1998 Dec 20;60(6):689-98
pubmed: 10099479
J Cheminform. 2011 Oct 07;3:33
pubmed: 21982300
Int Rev Immunol. 1992;8(2-3):123-33
pubmed: 1318346
Nucleic Acids Res. 2015 Jul 1;43(W1):W431-5
pubmed: 25969449
J Immunol Methods. 2002 Dec 20;271(1-2):77-88
pubmed: 12445731
PLoS Comput Biol. 2014 Apr 10;10(4):e1003571
pubmed: 24722481
BMC Struct Biol. 2013;13 Suppl 1:S11
pubmed: 24564952
Antibodies (Basel). 2019 Apr 25;8(2):
pubmed: 31544836
Science. 1991 Jun 21;252(5013):1657-62
pubmed: 2047874
Bioinformatics. 2009 Oct 1;25(19):2544-51
pubmed: 19620099
J Biochem Biophys Methods. 2001 Oct 30;49(1-3):481-90
pubmed: 11694296
PLoS One. 2011 Apr 29;6(4):e18934
pubmed: 21572516
Proteins. 2010 Apr;78(5):1084-104
pubmed: 20017216
J Chem Inf Model. 2013 Jul 22;53(7):1689-99
pubmed: 23800267
Front Immunol. 2014 Oct 20;5:520
pubmed: 25368619
J Phys Chem B. 2011 Apr 14;115(14):4168-76
pubmed: 21425823
Science. 2000 Feb 18;287(5456):1279-83
pubmed: 10678837
J Chromatogr A. 2020 Aug 16;1625:461237
pubmed: 32709313
J Comput Chem. 2018 Oct 30;39(28):2409-2413
pubmed: 30368849
Immunol Today. 2000 Aug;21(8):379-82
pubmed: 10916140
Bioinformatics. 2017 Oct 15;33(20):3299-3301
pubmed: 28430871
Protein Sci. 2003 Sep;12(9):2001-14
pubmed: 12930999
Bioconjug Chem. 2018 Aug 15;29(8):2763-2775
pubmed: 30024737
J Comput Aided Mol Des. 2019 Jul;33(7):613-626
pubmed: 31270654
Bioinformatics. 2019 Dec 15;35(24):5121-5127
pubmed: 31161213
Nucleic Acids Res. 2015 Jul 1;43(W1):W419-24
pubmed: 25943545
J Chem Inf Comput Sci. 2004 May-Jun;44(3):793-806
pubmed: 15154744
Molecules. 2021 Mar 16;26(6):
pubmed: 33809815
J Med Chem. 2007 Feb 22;50(4):726-41
pubmed: 17300160
Antibodies (Basel). 2019 Dec 03;8(4):
pubmed: 31816964
J Allergy Clin Immunol. 2010 Feb;125(2 Suppl 2):S41-52
pubmed: 20176268
Sci Rep. 2021 Jun 2;11(1):11650
pubmed: 34079028
J Mol Recognit. 1996 Sep-Dec;9(5-6):564-9
pubmed: 9174941
J Med Chem. 2003 Feb 13;46(4):499-511
pubmed: 12570372
J Comput Aided Mol Des. 2004 Mar;18(3):189-208
pubmed: 15368919
J Toxicol Pathol. 2015 Jul;28(3):133-9
pubmed: 26441475
Materials (Basel). 2016 Dec 08;9(12):
pubmed: 28774114
Protein Eng Des Sel. 2017 Sep 1;30(9):619-625
pubmed: 28475752
Nat Commun. 2020 Nov 18;11(1):5877
pubmed: 33208735
J Chromatogr A. 2012 Feb 17;1225:158-67
pubmed: 22251884
J Chem Theory Comput. 2020 Jun 9;16(6):3959-3969
pubmed: 32324992
Nucleic Acids Res. 2019 Jul 2;47(W1):W322-W330
pubmed: 31106357
Molecules. 2019 Jan 13;24(2):
pubmed: 30642123
Methods Mol Biol. 2012;857:375-98
pubmed: 22323231
Commun Biol. 2020 Oct 20;3(1):589
pubmed: 33082531
Singapore Med J. 2009 Jul;50(7):663-72; quiz 673
pubmed: 19644620
Bioinformatics. 2014 Jun 15;30(12):1771-3
pubmed: 24532726
J Med Chem. 2022 Aug 11;65(15):10655-10673
pubmed: 35904556
J Comput Chem. 2015 May 15;36(13):996-1007
pubmed: 25824339
Front Immunol. 2013 Oct 08;4:302
pubmed: 24115948
Science. 1995 Jan 20;267(5196):383-6
pubmed: 7529940
Curr Protoc Bioinformatics. 2017 Dec 8;60:8.2.1-8.2.14
pubmed: 29220074
Nucleic Acids Res. 2018 Jul 2;46(W1):W443-W450
pubmed: 29746661
Bioconjug Chem. 2016 Jul 20;27(7):1569-73
pubmed: 27362542
Molecules. 2021 May 18;26(10):
pubmed: 34070140
Nucleic Acids Res. 2017 Jul 3;45(W1):W361-W364
pubmed: 28460116
PLoS Comput Biol. 2017 Dec 27;13(12):e1005905
pubmed: 29281622

Auteurs

Marko Jukič (M)

Laboratory of Physical Chemistry and Chemical Thermodynamics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia.
Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška ulica 8, SI-6000 Koper, Slovenia.
Institute of Environmental Protection and Sensors, Beloruska ulica 7, SI-2000 Maribor, Slovenia.

Sebastjan Kralj (S)

Laboratory of Physical Chemistry and Chemical Thermodynamics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia.

Anja Kolarič (A)

Laboratory of Physical Chemistry and Chemical Thermodynamics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia.
Institute of Environmental Protection and Sensors, Beloruska ulica 7, SI-2000 Maribor, Slovenia.

Urban Bren (U)

Laboratory of Physical Chemistry and Chemical Thermodynamics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia.
Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška ulica 8, SI-6000 Koper, Slovenia.
Institute of Environmental Protection and Sensors, Beloruska ulica 7, SI-2000 Maribor, Slovenia.

Classifications MeSH