Regions and Connections: Complementary Approaches to Characterize Brain Organization and Function

Neuroscientist. 2020 Apr;26(2):117-133. doi: 10.1177/1073858419860115. Epub 2019 Jul 14.

Abstract

Functional magnetic resonance imaging has proved to be a powerful tool to characterize spatiotemporal patterns of human brain activity. Analysis methods broadly fall into two camps: those summarizing properties of a region and those measuring interactions among regions. Here we pose an unappreciated question in the field: What are the strengths and limitations of each approach to study fundamental neural processes? We explore the relative utility of region- and connection-based measures in the context of three topics of interest: neurobiological relevance, brain-behavior relationships, and individual differences in brain organization. In each section, we offer illustrative examples. We hope that this discussion offers a novel and useful framework to support efforts to better understand the macroscale functional organization of the brain and how it relates to behavior.

Keywords: connectomics; fMRI; functional magnetic resonance imaging; integration; predictive modeling; segregation.

Publication types

  • Research Support, N.I.H., Extramural
  • Review

MeSH terms

  • Brain / physiology*
  • Brain Mapping* / methods
  • Connectome / methods
  • Humans
  • Magnetic Resonance Imaging* / methods
  • Nerve Net / pathology
  • Nerve Net / physiology
  • Neural Pathways / pathology*