Generalizing a mathematical model of prion aggregation allows strain coexistence and co-stability by including a

Paul Lemarre1, Laurent Pujo-Menjouet2,3, Suzanne S Sindi4

  • 1School of Natural Sciences, University of California, Merced, 5200 North Lake Road, Merced, CA, 95343, USA.

Insights

Mathematical modeling reveals how different prion strains coexist. A new model, incorporating a novel prion species, explains strain interactions and stability, offering insights into neurodegenerative diseases and yeast phenotypes.

Area of Science:

  • Protein Misfolding and Neurodegeneration
  • Biophysics and Mathematical Biology

Background:

  • Prions are misfolded proteins causing fatal neurodegenerative diseases in mammals and harmless phenotypes in yeast.
  • Prion strains, distinct phenotypical variants, are thought to arise from different protein conformations, but their interactions are poorly understood.

Purpose of the Study:

  • To investigate the mechanisms governing prion strain interactions and coexistence using mathematical modeling.
  • To develop an extended prion dynamics model that accounts for observed biological phenomena.

Main Methods:

  • Utilized mathematical modeling to analyze prion propagation dynamics.
  • Extended the classical prion model by introducing a novel prion species.
  • Performed qualitative analysis of the extended model to explore new behaviors.

Main Results:

  • The classical prion model permits only one stable conformational strain.
  • The extended model demonstrates stable coexistence of multiple prion strains across a broad parameter range.
  • The new model exhibits complex initial condition dependencies, aligning with experimental observations.

Conclusions:

  • The developed mathematical model provides a framework for understanding prion strain interactions and stability.
  • The model supports the coexistence of multiple prion strains, consistent with observations in mammals and yeast.
  • This work offers a new perspective on prion biology, generating hypotheses about prion infectivity and strain-specific phenotypes.

Related Concept Videos

Mathematical Modeling: Problem Solving01:29

Mathematical Modeling: Problem Solving

Mathematical modeling transforms real-world scenarios into mathematical expressions, allowing for structured problem-solving and analysis. This process involves defining the situation, assigning variables to measurable quantities, selecting an appropriate model, and solving the resulting equation. Such models are invaluable in finance, providing precise methods to evaluate investments, loans, and repayment structures.A widely used example is the calculation of fixed monthly payments on a loan,...
376
What is a Species?01:17

What is a Species?

Overview
50.4K
Generalized Hooke's Law01:22

Generalized Hooke's Law

The generalized Hooke's Law is a broadened version of Hooke's Law, which extends to all types of stress and in every direction. Consider an isotropic material shaped into a cube subjected to multiaxial loading. In this scenario, normal stresses are exerted along the three coordinate axes. As a result of these stresses, the cubic shape deforms into a rectangular parallelepiped. Despite this deformation, the new shape maintains equal sides, and there is a normal strain in the direction of the...
2.7K
Generalized Anxiety Disorder01:30

Generalized Anxiety Disorder

Generalized Anxiety Disorder (GAD) is a chronic condition characterized by excessive and uncontrollable worry that persists for at least six months, significantly interfering with daily functioning. Unlike situational anxiety, which arises in response to specific stressors, GAD often occurs without a clear cause. Individuals may experience disproportionate worry about work, health, or relationships. For instance, a person might continuously fear poor health despite normal medical evaluations or...
727
Social Foundations of Self II: The Generalized Other01:20

Social Foundations of Self II: The Generalized Other

According to George Herbert Mead, as children progress beyond the game stage, they develop a more comprehensive understanding of societal rules and norms. This cognitive and social development enables them to internalize the expectations of the broader community, refining their ability to regulate behavior.Consistent participation in organized activities is crucial in helping children recognize that their actions are not isolated but contribute to a more significant, interconnected group...
267
Generalization, Discrimination, and Extinction01:24

Generalization, Discrimination, and Extinction

Generalization, discrimination, and extinction are key concepts in operant conditioning that influence how behaviors are learned and maintained.
Generalization occurs when a behavior reinforced in one context is performed in similar situations. For instance, a student who studies diligently for calculus and receives excellent grades might apply the same study habits to psychology and history, expecting similar results. Generalization shows how learning in one setting can influence behavior in...
1.4K