Skip to main content

Neurodegenerative Disease Modeling: An Introduction

  • Reference work entry
  • First Online:
Handbook of Computational Neurodegeneration

Abstract

Neurodegenerative disorders are a varied group of ailments that are characterized by the progressive malfunction and death of neuronal cells. Tens of millions of individuals all over the world are currently affected by neurodegenerative diseases such as Alzheimer’s disease, Parkinson’s disease, multiple sclerosis, amyotrophic lateral sclerosis, Huntington’s disease, and a wide variety of other conditions related to brain pathology. It is anticipated that the prevalence of a number of these diseases will continue to rise and will have more than quadrupled by the year 2050 as a result of the aging of the world’s population. Because of the rising incidence of these illnesses and the absence of treatments that are proven to be effective, there is a significant need for novel pharmaceuticals. The creation of dependable assays for researching degenerative processes and identifying the primary agents of cause is the most essential step in the development of remedies for these diseases. This is the stage at which the most progress is made. In this chapter, the current status of modeling in the field of neurodegeneration is described as well as debated. Additionally, the gaps between known clinical information and the mechanistic understanding of the primary pathogenic mechanisms underlying neurodegenerative diseases are compared objectively. New directions in the field of neurodegeneration are reviewed as well, along with the potential for these new directions to advance treatment methods and strategies.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 699.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 699.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Berndt N, Bulik S and Holzhutter HG (2012) Kinetic modeling of the mitochondrial energy metabolism of neuronal cells: the impact of reduced alpha-ketoglutarate dehydrogenase activities on ATP production and generation of reactive oxygen species. Int J Cell Biol 2012:757594

    Google Scholar 

  • Dubey SK, Ram MS, Krishna KV et al (2019) Recent expansions on cellular models to uncover the scientific barriers towards drug development for Alzheimer’s Disease. Cell Mol Neurobiol 39:181–209

    Article  CAS  PubMed  Google Scholar 

  • Dunster JL, Byrne HM, King JR (2014) The resolution of inflammation: a mathematical model of neutrophil and macrophage interactions. Bull Math Biol. 76:1953–1980

    Article  CAS  PubMed  Google Scholar 

  • Fujita KA et al (2014) Integrating pathways of Parkinson’s disease in a molecular interaction map. Mol Neurobiol. 49:88–102

    Article  CAS  PubMed  Google Scholar 

  • Knopman DS et al (2021) Alzheimer disease. Nat. Rev. Dis. Prim 7:33

    Article  PubMed  Google Scholar 

  • Kwon HS, Koh SH (2020) Neuroinflammation in neurodegenerative disorders: the roles of microglia and astrocytes. Transl. Neurodegener. 9:1–12

    Article  Google Scholar 

  • Mizuno S et al (2012) AlzPathway: a comprehensive map of signaling pathways of Alzheimer’s disease. BMC Syst Biol. 6:52

    Article  PubMed  PubMed Central  Google Scholar 

  • Pasteuning-Vuhman S, de Jongh R, Timmers A, Pasterkamp RJ (2021) Towards advanced iPSC-based drug development for neurodegenerative disease. Trends Mol. Med. 27:263–279

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Antigoni Avramouli .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 Springer Nature Switzerland AG

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Avramouli, A., Vlamos, P. (2023). Neurodegenerative Disease Modeling: An Introduction. In: Vlamos, P., Kotsireas, I.S., Tarnanas, I. (eds) Handbook of Computational Neurodegeneration. Springer, Cham. https://doi.org/10.1007/978-3-319-75922-7_68

Download citation

Publish with us

Policies and ethics