πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures

Disordered proteins are of great interest due to their structural features, as they do not have well-defined three-dimensional structures. These proteins, often called intrinsically disordered proteins or regions, play critical roles in various cellular processes and are associated with the development of a number of diseases. Our in silico research focused on the investigation of protein complexes that include both ordered proteins, such as 14-3-3γ, and proteins containing intrinsically disordered regions, such as nucleocapsid (N) of SARS-CoV-2 and p53. Our findings demonstrate, that complexes modeled by AlphaFold2 and refined using discrete molecular dynamics simulations acquire assembled structures in disordered regions. After refinement, the modeled complexes exhibit a degree of structural assembly that addresses a key challenge in studying disordered proteins—their propensity to evade stable conformations.

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Publication Details

Journal
Molecular Biology
Published
2025-02-20
DOI
https://doi.org/10.1134/s0026893324700870
Primary Topic
Ubiquitin and proteasome pathways
Type
article
Field-Weighted Citation Impact
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article

πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures

Karen Nazaryan, Nelli Muradyan, Vahram Arakelov, Anzhela Sargsyan et al.
Molecular Biology
Ubiquitin and proteasome pathways
article

πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures

Karen Nazaryan, Nelli Muradyan, Vahram Arakelov, Anzhela Sargsyan, Grigor Arakelov, Adrine Paronyan
article en

Abstract

Disordered proteins are of great interest due to their structural features, as they do not have well-defined three-dimensional structures. These proteins, often called intrinsically disordered proteins or regions, play critical roles in various cellular processes and are associated with the development of a number of diseases. Our in silico research focused on the investigation of protein complexes that include both ordered proteins, such as 14-3-3γ, and proteins containing intrinsically disordered regions, such as nucleocapsid (N) of SARS-CoV-2 and p53. Our findings demonstrate, that complexes modeled by AlphaFold2 and refined using discrete molecular dynamics simulations acquire assembled structures in disordered regions. After refinement, the modeled complexes exhibit a degree of structural assembly that addresses a key challenge in studying disordered proteins—their propensity to evade stable conformations.

Molecular BiologyVol. 59(2)
Russian-Armenian University (AM), Institute of Molecular Biology (AM), National Academy of Sciences of Armenia (AM)
Openalex Percentile: Top 97%
Ubiquitin and proteasome pathways
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