Partitioning heritability analyses unveil the genetic architecture of human brain multidimensional functional connectivity patterns

Hum Brain Mapp. 2020 Aug 15;41(12):3305-3317. doi: 10.1002/hbm.25018. Epub 2020 Apr 24.

Abstract

Resting-state functional connectivity profiles have been increasingly shown to be important endophenotypes that are tightly linked to human cognitive functions and psychiatric diseases, yet the genetic architecture of this multidimensional trait is barely understood. Using a unique sample of 1,704 unrelated, young and healthy Chinese Han individuals, we revealed a significant heritability of functional connectivity patterns in the whole brain and several subnetworks. We further proposed a partitioned heritability analysis for multidimensional functional connectivity patterns, which revealed the common and unique enrichment patterns of the genetic contributions to brain connectivity patterns for several gene sets linked to brain functions, including the genes expressed preferentially in the central nervous system and those associated with intelligence, educational attainment, attention-deficit/hyperactivity disorder, and schizophrenia. These results for the first time reveal the genetic architecture of multidimensional brain connectivity patterns across different networks and advance our understanding of the complex relationship between gene sets, neural networks, and behaviors.

Keywords: SNP-based heritability; cognitive functions; multidimensional functional connectivity patterns; partitioned heritability; psychiatric diseases.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Academic Success*
  • Adolescent
  • Adult
  • Attention Deficit Disorder with Hyperactivity / genetics*
  • Brain* / diagnostic imaging
  • Brain* / metabolism
  • Brain* / physiopathology
  • Connectome* / methods
  • Female
  • Humans
  • Intelligence / genetics
  • Intelligence / physiology*
  • Magnetic Resonance Imaging
  • Male
  • Multifactorial Inheritance / genetics
  • Multifactorial Inheritance / physiology*
  • Nerve Net* / diagnostic imaging
  • Nerve Net* / metabolism
  • Nerve Net* / physiopathology
  • Schizophrenia* / diagnostic imaging
  • Schizophrenia* / genetics
  • Schizophrenia* / physiopathology
  • Young Adult