Literature DB >> 29617557

Computational Analysis for the Rational Design of Anti-Amyloid Beta (Aβ) Antibodies.

D'Artagnan Greene, Theodora Po, Jennifer Pan, Tanya Tabibian, Ray Luo.   

Abstract

Alzheimer's disease (AD) is a neurodegenerative disorder that lacks effective treatment options. Anti-amyloid beta (Aβ) antibodies are the leading drug candidates to treat AD, but the results of clinical trials have been disappointing. Introducing rational mutations into anti-Aβ antibodies to increase their effectiveness is a way forward, but the path to take is unclear. In this study, we demonstrate the use of computational fragment-based docking and MMPBSA binding free energy calculations in the analysis of anti-Aβ antibodies for rational drug design efforts. Our fragment-based docking method successfully predicts the emergence of the common EFRH epitope. MD simulations coupled with MMPBSA binding free energy calculations are used to analyze scenarios described in prior studies, and we computationally introduce rational mutations into PFA1 to predict mutations that can improve its binding affinity toward the pE3-Aβ3-8 form of Aβ. Two out of our four proposed mutations are predicted to stabilize binding. Our study demonstrates that a computational approach may lead to an improved drug candidate for AD in the future.

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Year:  2018        PMID: 29617557      PMCID: PMC5927393          DOI: 10.1021/acs.jpcb.8b01837

Source DB:  PubMed          Journal:  J Phys Chem B        ISSN: 1520-5207            Impact factor:   2.991


  69 in total

1.  Detection of secondary binding sites in proteins using fragment screening.

Authors:  R Frederick Ludlow; Marcel L Verdonk; Harpreet K Saini; Ian J Tickle; Harren Jhoti
Journal:  Proc Natl Acad Sci U S A       Date:  2015-12-11       Impact factor: 11.205

2.  Overcoming entropic barrier with coupled sampling at dual resolutions.

Authors:  Thur Zar Lwin; Ray Luo
Journal:  J Chem Phys       Date:  2005-11-15       Impact factor: 3.488

3.  Mechanisms of recognition of amyloid-β (Aβ) monomer, oligomer, and fibril by homologous antibodies.

Authors:  Jun Zhao; Ruth Nussinov; Buyong Ma
Journal:  J Biol Chem       Date:  2017-09-18       Impact factor: 5.157

4.  Failed Alzheimer's trial does not kill leading theory of disease.

Authors:  Alison Abbott; Elie Dolgin
Journal:  Nature       Date:  2016-11-23       Impact factor: 49.962

5.  Modeling Membrane Protein-Ligand Binding Interactions: The Human Purinergic Platelet Receptor.

Authors:  D'Artagnan Greene; Wesley M Botello-Smith; Alec Follmer; Li Xiao; Eleftherios Lambros; Ray Luo
Journal:  J Phys Chem B       Date:  2016-11-23       Impact factor: 2.991

6.  Liposomal vaccines with conformation-specific amyloid peptide antigens define immune response and efficacy in APP transgenic mice.

Authors:  Andreas Muhs; David T Hickman; Maria Pihlgren; Nathalie Chuard; Valérie Giriens; Carine Meerschman; Ingrid van der Auwera; Fred van Leuven; Masae Sugawara; Marie-Catherine Weingertner; Burkhard Bechinger; Ruth Greferath; Nadine Kolonko; Luitgard Nagel-Steger; Detlev Riesner; Roscoe O Brady; Andrea Pfeifer; Claude Nicolau
Journal:  Proc Natl Acad Sci U S A       Date:  2007-05-21       Impact factor: 11.205

7.  Calculating protein-ligand binding affinities with MMPBSA: Method and error analysis.

Authors:  Changhao Wang; Peter H Nguyen; Kevin Pham; Danielle Huynh; Thanh-Binh Nancy Le; Hongli Wang; Pengyu Ren; Ray Luo
Journal:  J Comput Chem       Date:  2016-08-11       Impact factor: 3.376

8.  Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.

Authors:  Daniel Seeliger; Bert L de Groot
Journal:  PLoS Comput Biol       Date:  2010-01-08       Impact factor: 4.475

Review 9.  Immunotherapy targeting pyroglutamate-3 Aβ: prospects and challenges.

Authors:  Holger Cynis; Jeffrey L Frost; Helen Crehan; Cynthia A Lemere
Journal:  Mol Neurodegener       Date:  2016-06-30       Impact factor: 14.195

Review 10.  The amyloid hypothesis of Alzheimer's disease at 25 years.

Authors:  Dennis J Selkoe; John Hardy
Journal:  EMBO Mol Med       Date:  2016-06-01       Impact factor: 12.137

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  1 in total

1.  Robustness and Efficiency of Poisson-Boltzmann Modeling on Graphics Processing Units.

Authors:  Ruxi Qi; Ray Luo
Journal:  J Chem Inf Model       Date:  2018-12-31       Impact factor: 4.956

  1 in total

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