Psychopathic genes: A multi-level adaptive dynamic modelling approach

Femke Augustinus, Sophie C.F. Hendrikse, Jan Treur

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

This paper investigates the role of epigenetics in the dynamics of psychopathy by designing and simulating a fifth-order multi-level adaptive network model. Understanding any disorder requires a comprehensive exploration of multiple dimensions. Therefore, this research proposes a computational model that takes into account (epi)genetic, neural, cognitive, and behavioural causal influences that generate psychopathic behaviour. It illustrates the impact of epigenetic influences on the genes MAO-A, 5-HTT, and OXTR and their consequences for other internal processes with regard to psychopathy. This paper includes a review of related literature in this research domain and the design and specifics of the adaptive network model addressing psychopathic behaviour. The model is evaluated by two simulations that show the difference in behaviour between individuals that at some point in their life develop psychopathy due to environmental circumstances and those not developing it. In addition, an extension of the model demonstrates the impact of cognitive behavioural therapy on an individual with psychopathy.
Original languageEnglish
Title of host publicationSystem design in software engineering
Subtitle of host publicationProceedings of 8th computational methods in systems and software 2024
EditorsRadek Silhavy, Petr Silhavy
PublisherSpringer Nature
Pages477-498
Number of pages22
Volume4
Edition1
ISBN (Electronic)9783031947704
ISBN (Print)9783031947698
DOIs
Publication statusE-pub ahead of print - Jul 2025

Publication series

NameLecture notes in networks and systems
PublisherSpringer Nature Link
Volume1471
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Keywords

  • Psychopathy
  • Epigenetics
  • Multi-level
  • Adaptive Dynamic Modelling

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