101. Generalizing a mathematical model of prion aggregation allows strain coexistence and co-stability by including a novel misfolded species
- Author
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Paul Lemarre, Suzanne Sindi, Laurent Pujo-Menjouet, Institut Camille Jordan [Villeurbanne] (ICJ), École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS), Multi-scale modelling of cell dynamics : application to hematopoiesis (DRACULA), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-École Centrale de Lyon (ECL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Inria Grenoble - Rhône-Alpes, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de génétique et de physiologie moléculaire et cellulaire (CGPhiMC), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS), University of California [Merced], University of California, Modélisation mathématique, calcul scientifique (MMCS), ANR-10-LABX-0070,MILYON,Community of mathematics and fundamental computer science in Lyon(2010), Institut Camille Jordan (ICJ), Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet - Saint-Étienne (UJM)-Centre National de la Recherche Scientifique (CNRS), Centre de génétique et de physiologie moléculaire et cellulaire (CGPhiMC), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Inria Grenoble - Rhône-Alpes, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Institut Camille Jordan (ICJ), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet - Saint-Étienne (UJM)-Centre National de la Recherche Scientifique (CNRS)-École Centrale de Lyon (ECL), University of California [Merced] (UC Merced), and University of California (UC)
- Subjects
Models, Molecular ,Protein Folding ,Protein Conformation ,animal diseases ,[SDV.NEU.NB]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/Neurobiology ,Strains ,Neurodegenerative ,Protein aggregation ,01 natural sciences ,34D20 ,Mathematical Sciences ,34D23 ,010305 fluids & plasmas ,Prion Diseases ,Models ,2.1 Biological and endogenous factors ,Aetiology ,0303 health sciences ,[SDV.BBM.BS]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Structural Biology [q-bio.BM] ,Protein Stability ,Applied Mathematics ,Strain (biology) ,Biological Sciences ,Agricultural and Biological Sciences (miscellaneous) ,Phenotype ,[SDV.BBM.BS]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Biomolecules [q-bio.BM] ,Infectious Diseases ,Order (biology) ,92C60 ,37N35 ,Modeling and Simulation ,Neurological ,Protein folding ,Protein misfolding ,Bioinformatics ,Prions ,[MATH.MATH-DS]Mathematics [math]/Dynamical Systems [math.DS] ,Stability (learning theory) ,Computational biology ,Biology ,Models, Biological ,Protein Aggregation, Pathological ,Article ,03 medical and health sciences ,Rare Diseases ,Qualitative analysis ,Subunits ,Pathological ,0103 physical sciences ,Nucleated polymerization ,Animals ,Humans ,Computer Simulation ,Proteostasis Deficiencies ,030304 developmental biology ,Biological studies ,Neurosciences ,Molecular ,Transmissible Spongiform Encephalopathy (TSE) ,Computational Biology ,Mathematical Concepts ,Biological ,Brain Disorders ,nervous system diseases ,Kinetics ,Emerging Infectious Diseases ,92C40 ,Coexistence - Abstract
International audience; Prions are proteins capable of adopting misfolded conformations and transmitting these conformations to other normally folded proteins. Prions are most commonly known for causing fatal neurodegenerative diseases in mammals but are also associated with several harmless phenotypes in yeast. A distinct feature of prion propagation is the existence of different phenotypical variants, called strains. It is widely accepted that these strains correspond to different conformational states of the protein, but the mechanisms driving their interactions remain poorly understood. This study uses mathematical modeling to provide insight into this problem. We show that the classical model of prion dynamics allows at most one conformational strain to stably propagate. In order to conform to biological observations of strain coexistence and co-stability, we develop an extension of the classical model by introducing a novel prion species consistent with biological studies. Qualitative analysis of this model reveals a new variety of behavior. Indeed, it allows for stable coexistence of different strains in a wide parameter range, and it also introduces intricate initial condition dependency. These new behaviors are consistent with experimental observations of prions in both mammals and yeast. As such, our model provides a valuable tool for investigating the underlying mechanisms of prion propagation and the link between prion strains and strain specific phenotypes. The consideration of a novel prion species brings a change in perspective on prion biology and we use our model to generate hypotheses about prion infectivity.
- Published
- 2018