AlphaFold2 modeling and molecular dynamics simulations of an intrinsically disordered protein

被引:5
作者
Guo, Hao-Bo [1 ,2 ]
Huntington, Baxter [1 ,3 ]
Perminov, Alexander [1 ,3 ]
Smith, Kenya [4 ]
Hastings, Nicholas [4 ]
Dennis, Patrick [1 ]
Kelley-Loughnane, Nancy [1 ]
Berry, Rajiv [1 ]
机构
[1] USAF, Res Lab, Mat & Mfg Directorate, WPAFB, Mason, OH 45433 USA
[2] UES Inc, Dayton, OH 45432 USA
[3] Miami Univ, Oxford, OH USA
[4] USAF Acad, Colorado Springs, CO 80840 USA
关键词
NATIVELY UNFOLDED PROTEINS; BIOLOGY; ACCURACY; WAITS;
D O I
10.1371/journal.pone.0301866
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We use AlphaFold2 (AF2) to model the monomer and dimer structures of an intrinsically disordered protein (IDP), Nvjp-1, assisted by molecular dynamics (MD) simulations. We observe relatively rigid dimeric structures of Nvjp-1 when compared with the monomer structures. We suggest that protein conformations from multiple AF2 models and those from MD trajectories exhibit a coherent trend: the conformations of an IDP are deviated from each other and the conformations of a well-folded protein are consistent with each other. We use a residue-residue interaction network (RIN) derived from the contact map which show that the residue-residue interactions in Nvjp-1 are mainly transient; however, those in a well-folded protein are mainly persistent. Despite the variation in 3D shapes, we show that the AF2 models of both disordered and ordered proteins exhibit highly consistent profiles of the pLDDT (predicted local distance difference test) scores. These results indicate a potential protocol to justify the IDPs based on multiple AF2 models and MD simulations.
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页数:20
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