On the need to introduce environmental characteristics in ab initio protein structure prediction using a coarse-grained UNRES force field

被引:15
作者
Roterman, Irena [1 ]
Sieradzan, Adam [2 ]
Stapor, Katarzyna [3 ]
Fabian, Piotr [4 ]
Wesolowski, Patryk [2 ,5 ,6 ]
Konieczny, Leszek [7 ]
机构
[1] Jagiellonian Univ Med Coll, Dept Bioinformat & Telemed, Med 7, PL-30688 Krakow, Poland
[2] Gdansk Univ, Fac Chem, Wita Stwosza 63, PL-80308 Gdansk, Poland
[3] Silesian Tech Univ, Fac Automat Elect & Comp Sci, Dept Appl Informat, Akad 16, PL-44100 Gliwice, Poland
[4] Silesian Tech Univ, Fac Automat Elect & Comp Sci, Dept Algorithm & Software, Akad 16, PL-44100 Gliwice, Poland
[5] Univ Gdansk, Intercoll Fac Biotechnol, Ul Abrahama 58, PL-80307 Gdansk, Poland
[6] Med Univ Gdansk, Ul Abrahama 58, PL-80307 Gdansk, Poland
[7] Jagiellonian Univ Med Coll, Chair Med Biochem, Kopernika 7, PL-31034 Krakow, Poland
关键词
Protein folding; Water environment; Protein structure prediction; Hydrophobic core; Misfolding in prediction; POTENTIALS; DOMAIN; SIMULATIONS; BACTERIOCIN; CHAINS;
D O I
10.1016/j.jmgm.2022.108166
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
During the protein folding process in computer simulations involving the use of a United RESidue (UNRES) force field, an additional module was introduced to represent directly the presence of a polar solvent in water form. This module implements the fuzzy oil drop model (FOD) where the 3D Gauss function expresses the presence of a polar environment which directs the polypeptide chain folding process towards the generation of a centric hydrophobic core. Sample test polypeptide chains of 8 proteins with chain lengths ranging from 37 to 75 aa were simulated in silico using the UNRES (U) package with an implicit solvent model and a built-in module expressing the FOD model (UNRES-FOD-UNRES (U + F) interleaved simulation). The protein structure obtained by both *** simulation schemes, i.e., accordingly***U and U + F, for all the analyzed protein models shows the presence of a hydrophobic core including where it is absent in the native structure. The proposed FOD-M model (M-modified) explaining the source of this phenomenon reveals the need to modify the external field expressing the role of a folding environment. The modification takes into account the influence of other than polar factors present in the folding environment.
引用
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页数:16
相关论文
共 57 条
[1]  
[Anonymous], 2006, SILICO BIOL
[2]  
[Anonymous], 2013, 10 COMM WID EXP CRIT
[3]   Structure of the Hydrophobic Core Determines the 3D Protein Structure-Verification by Single Mutation Proteins [J].
Banach, Mateusz ;
Fabian, Piotr ;
Stapor, Katarzyna ;
Konieczny, Leszek ;
Roterman, Irena .
BIOMOLECULES, 2020, 10 (05)
[4]  
Barnoud J, 2015, METHODS MOL BIOL, V1215, P125, DOI 10.1007/978-1-4939-1465-4_7
[5]   The structure of a LysM domain from E-coli membrane-bound lytic murein transglycosylase D (MltD) [J].
Bateman, A ;
Bycroft, M .
JOURNAL OF MOLECULAR BIOLOGY, 2000, 299 (04) :1113-1119
[6]   Alternative Structures of α-Synuclein [J].
Dulak, Dawid ;
Gadzala, Malgorzata ;
Banach, Mateusz ;
Konieczny, Leszek ;
Roterman, Irena .
MOLECULES, 2020, 25 (03)
[7]   Structural analysis of the Aβ(15-40) amyloid fibril based on hydrophobicity distribution [J].
Dulak, Dawid ;
Banach, Mateusz ;
Gadzala, Malgorzata ;
Konieczny, Leszek ;
Roterman, Irena .
ACTA BIOCHIMICA POLONICA, 2018, 65 (04) :595-604
[8]   Filamentous Aggregates of Tau Proteins Fulfil Standard Amyloid Criteria Provided by the Fuzzy Oil Drop (FOD) Model [J].
Dulak, Dawid ;
Gadzala, Malgorzata ;
Banach, Mateusz ;
Ptak, Magdalena ;
Wisniowski, Zdzislaw ;
Konieczny, Leszek ;
Roterman, Irena .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (10)
[9]   The Structure of Amyloid Versus the Structure of Globular Proteins [J].
Fabian, Piotr ;
Banach, Mateusz ;
Stapor, Katarzyna ;
Konieczny, Leszek ;
Ptak-Kaczor, Magdalena ;
Roterman, Irena .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (13) :1-16
[10]   Alternative Hydrophobic Core in Proteins-The Effect of Specific Synergy [J].
Fabian, Piotr ;
Stapor, Katarzyna ;
Banach, Mateusz ;
Ptak-Kaczor, Magdalena ;
Konieczny, Leszek ;
Roterman, Irena .
SYMMETRY-BASEL, 2020, 12 (02)