Literature DB >> 31253705

Optimal control strategies for inhibition of protein aggregation.

Thomas C T Michaels1, Christoph A Weber1, L Mahadevan2,3,4.   

Abstract

Protein aggregation has been implicated in many medical disorders, including Alzheimer's and Parkinson's diseases. Potential therapeutic strategies for these diseases propose the use of drugs to inhibit specific molecular events during the aggregation process. However, viable treatment protocols require balancing the efficacy of the drug with its toxicity, while accounting for the underlying events of aggregation and inhibition at the molecular level. To address this key problem, we combine here protein aggregation kinetics and control theory to determine optimal protocols that prevent protein aggregation via specific reaction pathways. We find that the optimal inhibition of primary and fibril-dependent secondary nucleation require fundamentally different drug administration protocols. We test the efficacy of our approach on experimental data for the aggregation of the amyloid-β(1-42) peptide of Alzheimer's disease in the model organism Caenorhabditis elegans Our results pose and answer the question of the link between the molecular basis of protein aggregation and optimal strategies for inhibiting it, opening up avenues for the design of rational therapies to control pathological protein aggregation.

Entities:  

Keywords:  amyloids; optimal control; protein aggregation

Year:  2019        PMID: 31253705      PMCID: PMC6642341          DOI: 10.1073/pnas.1904090116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  30 in total

Review 1.  Protein folding and misfolding.

Authors:  Christopher M Dobson
Journal:  Nature       Date:  2003-12-18       Impact factor: 49.962

2.  Evidence for the existence of a secondary pathway for fibril growth during the aggregation of tau.

Authors:  Gayathri Ramachandran; Jayant B Udgaonkar
Journal:  J Mol Biol       Date:  2012-01-17       Impact factor: 5.469

Review 3.  The toxic Aβ oligomer and Alzheimer's disease: an emperor in need of clothes.

Authors:  Iryna Benilova; Eric Karran; Bart De Strooper
Journal:  Nat Neurosci       Date:  2012-01-29       Impact factor: 24.884

4.  Fiber-dependent amyloid formation as catalysis of an existing reaction pathway.

Authors:  Amy M Ruschak; Andrew D Miranker
Journal:  Proc Natl Acad Sci U S A       Date:  2007-07-17       Impact factor: 11.205

5.  An analytical solution to the kinetics of breakable filament assembly.

Authors:  Tuomas P J Knowles; Christopher A Waudby; Glyn L Devlin; Samuel I A Cohen; Adriano Aguzzi; Michele Vendruscolo; Eugene M Terentjev; Mark E Welland; Christopher M Dobson
Journal:  Science       Date:  2009-12-11       Impact factor: 47.728

6.  A causative link between the structure of aberrant protein oligomers and their toxicity.

Authors:  Silvia Campioni; Benedetta Mannini; Mariagioia Zampagni; Anna Pensalfini; Claudia Parrini; Elisa Evangelisti; Annalisa Relini; Massimo Stefani; Christopher M Dobson; Cristina Cecchi; Fabrizio Chiti
Journal:  Nat Chem Biol       Date:  2010-01-10       Impact factor: 15.040

Review 7.  Amyloid precursor protein processing and Alzheimer's disease.

Authors:  Richard J O'Brien; Philip C Wong
Journal:  Annu Rev Neurosci       Date:  2011       Impact factor: 12.449

Review 8.  The amyloid hypothesis of Alzheimer's disease: progress and problems on the road to therapeutics.

Authors:  John Hardy; Dennis J Selkoe
Journal:  Science       Date:  2002-07-19       Impact factor: 47.728

9.  Nucleated polymerization with secondary pathways. I. Time evolution of the principal moments.

Authors:  Samuel I A Cohen; Michele Vendruscolo; Mark E Welland; Christopher M Dobson; Eugene M Terentjev; Tuomas P J Knowles
Journal:  J Chem Phys       Date:  2011-08-14       Impact factor: 3.488

10.  Utility of an improved model of amyloid-beta (Aβ₁₋₄₂) toxicity in Caenorhabditis elegans for drug screening for Alzheimer's disease.

Authors:  Gawain McColl; Blaine R Roberts; Tara L Pukala; Vijaya B Kenche; Christine M Roberts; Christopher D Link; Timothy M Ryan; Colin L Masters; Kevin J Barnham; Ashley I Bush; Robert A Cherny
Journal:  Mol Neurodegener       Date:  2012-11-21       Impact factor: 14.195

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  3 in total

Review 1.  Secondary Nucleation and the Conservation of Structural Characteristics of Amyloid Fibril Strains.

Authors:  Saeid Hadi Alijanvand; Alessia Peduzzo; Alexander K Buell
Journal:  Front Mol Biosci       Date:  2021-04-16

Review 2.  Modeling Alzheimer's Disease in Caenorhabditis elegans.

Authors:  Javier Alvarez; Pilar Alvarez-Illera; Jaime Santo-Domingo; Rosalba I Fonteriz; Mayte Montero
Journal:  Biomedicines       Date:  2022-01-26

3.  Identification of on- and off-pathway oligomers in amyloid fibril formation.

Authors:  Alexander J Dear; Georg Meisl; Anđela Šarić; Thomas C T Michaels; Magnus Kjaergaard; Sara Linse; Tuomas P J Knowles
Journal:  Chem Sci       Date:  2020-06-08       Impact factor: 9.825

  3 in total

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