Recent Force Field Strategies for Intrinsically Disordered Proteins
- PMID: 33591749
- PMCID: PMC8256680
- DOI: 10.1021/acs.jcim.0c01175
Recent Force Field Strategies for Intrinsically Disordered Proteins
Abstract
Intrinsically disordered proteins (IDPs) are widely distributed across eukaryotic cells, playing important roles in molecular recognition, molecular assembly, post-translational modification, and other biological processes. IDPs are also associated with many diseases such as cancers, cardiovascular diseases, and neurodegenerative diseases. Due to their structural flexibility, conventional experimental methods cannot reliably capture their heterogeneous structures. Molecular dynamics simulation becomes an important complementary tool to quantify IDP structures. This review covers recent force field strategies proposed for more accurate molecular dynamics simulations of IDPs. The strategies include adjusting dihedral parameters, adding grid-based energy correction map (CMAP) parameters, refining protein-water interactions, and others. Different force fields were found to perform well on specific observables of specific IDPs but also are limited in reproducing all available experimental observables consistently for all tested IDPs. We conclude the review with perspective areas for improvements for future force fields for IDPs.
Keywords: AMBER; CHARMM; CMAP; Dihedral parameters; Force field; GROMOS; Intrinsically disordered proteins; Molecular simulations; OPSL-AA.
Conflict of interest statement
The authors declare no competing financial interest.
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References
-
- Uversky VN Intrinsically disordered proteins from A to Z. Int. J. Biochem. Cell Biol 2011, 43, 1090–1103. - PubMed
-
- Wright PE; Dyson HJ Intrinsically unstructured proteins: Re-assessing the protein structure-function paradigm. J. Mol. Biol 1999, 293, 321–331. - PubMed
-
- Dunker AK; Brown CJ; Lawson JD; Iakoucheva LM; Obradovic Z Intrinsic disorder and protein function. Biochemistry 2002, 41, 6573–6582. - PubMed
-
- Tompa P Intrinsically unstructured proteins. Trends Biochem. Sci 2002, 27, 527–533. - PubMed
-
- Tompa P The interplay between structure and function in intrinsically unstructured proteins. FEBS Lett. 2005, 579, 3346–3354. - PubMed
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