Spatio-temporal correlates of gene expression and cortical morphology across lifespan and aging

Neuroimage. 2021 Jan 1:224:117426. doi: 10.1016/j.neuroimage.2020.117426. Epub 2020 Oct 6.

Abstract

Evidence from neuroimaging and genetic studies supports the concept that brain aging mirrors development. However, it is unclear whether mechanisms linking brain development and aging provide new insights to delay aging and potentially reverse it. This study determined biological mechanisms and phenotypic traits underpinning brain alterations across the lifespan and in aging by examining spatio-temporal correlations between gene expression and cortical volumes using datasets d with the age range from 2 to 82 years. We revealed that a large proportion of genes whose expression was associated with cortical volumes across the lifespan were in astrocytes. These genes, which showed up-regulation during development and down-regulation during aging, contributed to fundamental homeostatic functions of astrocytes. Included among these genes were those encoding components of cAMP, Ras, and retrograde endocannabinoid signaling pathways. Genes associated with cortical volumes in the same data aged above 55 years were also enriched for the sphingolipid, renin-angiotensin system (RAS), proteasome, and TGF-β signaling pathway, which is linked to senescence-associated secretory phenotypes. Neuroticism, drinking, and smoking were the common phenotypic traits in the lifespan and aging, while memory was the unique phenotype associated with aging. These findings provide biological mechanisms mirroring development and aging as well as unique to aging.

Keywords: Astrocyte; Cortical morphology; Phenotypic traits; Senescence; Transcriptome.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Aging / genetics*
  • Astrocytes / metabolism
  • Brain Cortical Thickness
  • Cerebral Cortex / diagnostic imaging
  • Cerebral Cortex / metabolism*
  • Cerebral Cortex / pathology
  • Child
  • Child, Preschool
  • Cyclic AMP / genetics
  • Cyclic AMP / metabolism
  • Down-Regulation
  • Endocannabinoids / genetics
  • Endocannabinoids / metabolism
  • Female
  • Gene Expression / genetics*
  • Gene Expression Regulation, Developmental / genetics*
  • Humans
  • Male
  • Middle Aged
  • Organ Size
  • Proteasome Endopeptidase Complex / genetics
  • Renin-Angiotensin System / genetics
  • Spatio-Temporal Analysis
  • Sphingolipids / genetics
  • Sphingolipids / metabolism
  • Transforming Growth Factor beta / genetics
  • Transforming Growth Factor beta / metabolism
  • Up-Regulation
  • Young Adult
  • ras Proteins / genetics
  • ras Proteins / metabolism

Substances

  • Endocannabinoids
  • Sphingolipids
  • Transforming Growth Factor beta
  • Cyclic AMP
  • Proteasome Endopeptidase Complex
  • ras Proteins