Literature DB >> 35414214

Geometric algebra generation of molecular surfaces.

Azzam Alfarraj1,2, Guo-Wei Wei1,3,4.   

Abstract

Geometric algebra is a powerful framework that unifies mathematics and physics. Since its revival in the 1960s, it has attracted great attention and has been exploited in fields like physics, computer science and engineering. This work introduces a geometric algebra method for the molecular surface generation that uses the Clifford-Fourier transform (CFT) which is a generalization of the classical Fourier transform. Notably, the classical Fourier transform and CFT differ in the derivative property in [Formula: see text] for k even. This distinction is due to the non-commutativity of geometric product of pseudoscalars with multivectors and has significant consequences in applications. We use the CFT in [Formula: see text] to benefit from the derivative property in solving partial differential equations (PDEs). The CFT is used to solve the mode decomposition process in PDE transform. Two different initial cases are proposed to make the initial shapes in the present method. The proposed method is applied first to small molecules and proteins. To validate the method, the molecular surfaces generated are compared to surfaces of other definitions. Applications are considered to protein electrostatic surface potentials and solvation free energy. This work opens the door for further applications of geometric algebra and CFT in biological sciences.

Entities:  

Keywords:  Clifford algebra; Clifford–Fourier transform; geometric algebra; molecular surface

Mesh:

Substances:

Year:  2022        PMID: 35414214      PMCID: PMC9006026          DOI: 10.1098/rsif.2022.0117

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  31 in total

1.  DNA binding and bending by HMG boxes: energetic determinants of specificity.

Authors:  Anatoly I Dragan; Christopher M Read; Elena N Makeyeva; Ekaterina I Milgotina; Mair E A Churchill; Colyn Crane-Robinson; Peter L Privalov
Journal:  J Mol Biol       Date:  2004-10-15       Impact factor: 5.469

2.  Clifford Fourier transform on vector fields.

Authors:  Julia Ebling; Gerik Scheuermann
Journal:  IEEE Trans Vis Comput Graph       Date:  2005 Jul-Aug       Impact factor: 4.579

3.  On the origin and highly likely completeness of single-domain protein structures.

Authors:  Yang Zhang; Isaac A Hubner; Adrian K Arakaki; Eugene Shakhnovich; Jeffrey Skolnick
Journal:  Proc Natl Acad Sci U S A       Date:  2006-02-14       Impact factor: 11.205

4.  Application of geometric algebra for the description of polymer conformations.

Authors:  Pieter Chys
Journal:  J Chem Phys       Date:  2008-03-14       Impact factor: 3.488

5.  Fast and anisotropic flexibility-rigidity index for protein flexibility and fluctuation analysis.

Authors:  Kristopher Opron; Kelin Xia; Guo-Wei Wei
Journal:  J Chem Phys       Date:  2014-06-21       Impact factor: 3.488

6.  VMD: visual molecular dynamics.

Authors:  W Humphrey; A Dalke; K Schulten
Journal:  J Mol Graph       Date:  1996-02

7.  Protein pocket detection via convex hull surface evolution and associated Reeb graph.

Authors:  Rundong Zhao; Zixuan Cang; Yiying Tong; Guo-Wei Wei
Journal:  Bioinformatics       Date:  2018-09-01       Impact factor: 6.937

8.  Partial differential equation transform - Variational formulation and Fourier analysis.

Authors:  Yang Wang; Guo-Wei Wei; Siyang Yang
Journal:  Int J Numer Method Biomed Eng       Date:  2011-12       Impact factor: 2.747

9.  Improvements to the APBS biomolecular solvation software suite.

Authors:  Elizabeth Jurrus; Dave Engel; Keith Star; Kyle Monson; Juan Brandi; Lisa E Felberg; David H Brookes; Leighton Wilson; Jiahui Chen; Karina Liles; Minju Chun; Peter Li; David W Gohara; Todd Dolinsky; Robert Konecny; David R Koes; Jens Erik Nielsen; Teresa Head-Gordon; Weihua Geng; Robert Krasny; Guo-Wei Wei; Michael J Holst; J Andrew McCammon; Nathan A Baker
Journal:  Protein Sci       Date:  2017-10-24       Impact factor: 6.725

10.  Molecular surface mesh generation by filtering electron density map.

Authors:  Joachim Giard; Benoît Macq
Journal:  Int J Biomed Imaging       Date:  2010-04-12
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