Metabolic connectivity mapping reveals effective connectivity in the resting human brain

Proc Natl Acad Sci U S A. 2016 Jan 12;113(2):428-33. doi: 10.1073/pnas.1513752113. Epub 2015 Dec 28.


Directionality of signaling among brain regions provides essential information about human cognition and disease states. Assessing such effective connectivity (EC) across brain states using functional magnetic resonance imaging (fMRI) alone has proven difficult, however. We propose a novel measure of EC, termed metabolic connectivity mapping (MCM), that integrates undirected functional connectivity (FC) with local energy metabolism from fMRI and positron emission tomography (PET) data acquired simultaneously. This method is based on the concept that most energy required for neuronal communication is consumed postsynaptically, i.e., at the target neurons. We investigated MCM and possible changes in EC within the physiological range using "eyes open" versus "eyes closed" conditions in healthy subjects. Independent of condition, MCM reliably detected stable and bidirectional communication between early and higher visual regions. Moreover, we found stable top-down signaling from a frontoparietal network including frontal eye fields. In contrast, we found additional top-down signaling from all major clusters of the salience network to early visual cortex only in the eyes open condition. MCM revealed consistent bidirectional and unidirectional signaling across the entire cortex, along with prominent changes in network interactions across two simple brain states. We propose MCM as a novel approach for inferring EC from neuronal energy metabolism that is ideally suited to study signaling hierarchies in the brain and their defects in brain disorders.

Keywords: directional signaling; effective connectivity; energy metabolism; resting state; simultaneous PET/fMRI.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Brain / diagnostic imaging
  • Brain / physiology*
  • Brain Mapping*
  • Female
  • Fluorodeoxyglucose F18
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Metabolomics*
  • Middle Aged
  • Positron-Emission Tomography
  • Prefrontal Cortex / physiology
  • Rest / physiology*


  • Fluorodeoxyglucose F18