Exploring the multifactorial nature of autism through computational systems biology: calcium and the Rho GTPase RAC1 under the spotlight

Neuromolecular Med. 2013 Jun;15(2):364-83. doi: 10.1007/s12017-013-8224-3. Epub 2013 Mar 2.

Abstract

Autism is a neurodevelopmental disorder characterized by impaired social interaction and communication accompanied with repetitive behavioral patterns and unusual stereotyped interests. Autism is considered a highly heterogeneous disorder with diverse putative causes and associated factors giving rise to variable ranges of symptomatology. Incidence seems to be increasing with time, while the underlying pathophysiological mechanisms remain virtually uncharacterized (or unknown). By systematic review of the literature and a systems biology approach, our aims were to examine the multifactorial nature of autism with its broad range of severity, to ascertain the predominant biological processes, cellular components, and molecular functions integral to the disorder, and finally, to elucidate the most central contributions (genetic and/or environmental) in silico. With this goal, we developed an integrative network model for gene-environment interactions (GENVI model) where calcium (Ca(2+)) was shown to be its most relevant node. Moreover, considering the present data from our systems biology approach together with the results from the differential gene expression analysis of cerebellar samples from autistic patients, we believe that RAC1, in particular, and the RHO family of GTPases, in general, could play a critical role in the neuropathological events associated with autism.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review
  • Systematic Review

MeSH terms

  • Autistic Disorder / etiology
  • Autistic Disorder / genetics*
  • Autistic Disorder / metabolism
  • Biopsy
  • Calcium / physiology
  • Cell Communication
  • Central Nervous System / embryology
  • Central Nervous System / metabolism
  • Cerebellum / metabolism*
  • Cerebellum / pathology
  • Databases, Factual
  • Gene Expression Regulation, Developmental
  • Gene Regulatory Networks*
  • Gene-Environment Interaction*
  • Humans
  • Microarray Analysis
  • Models, Genetic
  • Models, Neurological
  • Nerve Tissue Proteins / biosynthesis
  • Nerve Tissue Proteins / genetics
  • Nerve Tissue Proteins / physiology*
  • Neuroglia / physiology
  • Neurons / physiology
  • Neurotransmitter Agents / metabolism
  • Signal Transduction / genetics
  • Signal Transduction / physiology
  • Synaptic Transmission / genetics
  • Synaptic Transmission / physiology
  • Systems Biology*
  • rac1 GTP-Binding Protein / physiology*
  • rho GTP-Binding Proteins / physiology

Substances

  • Nerve Tissue Proteins
  • Neurotransmitter Agents
  • RAC1 protein, human
  • rac1 GTP-Binding Protein
  • rho GTP-Binding Proteins
  • Calcium