Loss in connectivity among regions of the brain reward system in alcohol dependence.

TitleLoss in connectivity among regions of the brain reward system in alcohol dependence.
Publication TypeJournal Article
Year of Publication2013
AuthorsKuceyeski A, Meyerhoff DJ, Durazzo TC, Raj A
JournalHum Brain Mapp
Volume34
Issue12
Pagination3129-42
Date Published2013 Dec
ISSN1097-0193
KeywordsAdult, Age Factors, Alcoholism, Atrophy, Brain, Brain Mapping, Female, Humans, Imaging, Three-Dimensional, Leukoencephalopathies, Magnetic Resonance Imaging, Male, Middle Aged, Neural Pathways, Reward, Young Adult
Abstract

A recently developed measure of structural brain connectivity disruption, the loss in connectivity (LoCo), is adapted for studies in alcohol dependence. LoCo uses independent tractography information from young healthy controls to project the location of white matter (WM) microstructure abnormalities in alcohol-dependent versus nondependent individuals onto connected gray matter (GM) regions. LoCo scores are computed from WM abnormality masks derived at two levels: (1) groupwise differences of alcohol-dependent individuals (ALC) versus light-drinking (LD) controls and (2) differences of each ALC individual versus the LD control group. LoCo scores based on groupwise WM differences show that GM regions belonging to the extended brain reward system (BRS) network have significantly higher LoCo (i.e., disconnectivity) than those not in this network (t = 2.18, P = 0.016). LoCo scores based on individuals' WM differences are also higher in BRS versus non-BRS (t = 5.26, P = 3.92 × 10(-6) ) of ALC. These results suggest that WM alterations in alcohol dependence, although subtle and spatially heterogeneous across the population, are nonetheless preferentially localized to the BRS. LoCo is shown to provide a more sensitive estimate of GM involvement than conventional volumetric GM measures by better differentiating between brains of ALC and LD controls (rates of 89.3% vs. 69.6%). However, just as volumetric measures, LoCo is not significantly correlated with standard metrics of drinking severity. LoCo is a sensitive WM measure of regional cortical disconnectivity that uniquely characterizes anatomical network disruptions in alcohol dependence.

DOI10.1002/hbm.22132
Alternate JournalHum Brain Mapp
PubMed ID22815206
PubMed Central IDPMC3931305
Grant ListR21 EB008138-02 / EB / NIBIB NIH HHS / United States
AA10788 / AA / NIAAA NIH HHS / United States
P41 RR023953-02S1 / RR / NCRR NIH HHS / United States
R21 EB008138 / EB / NIBIB NIH HHS / United States
R01 AA010788 / AA / NIAAA NIH HHS / United States
P41 RR023953 / RR / NCRR NIH HHS / United States
R01 AA10788 / AA / NIAAA NIH HHS / United States
K01 DA024136 / DA / NIDA NIH HHS / United States
F32 EB012404-02 / EB / NIBIB NIH HHS / United States
R01 NS075425 / NS / NINDS NIH HHS / United States
F32 EB012404 / EB / NIBIB NIH HHS / United States
K01 DA24136 / DA / NIDA NIH HHS / United States
P41 EB0159504 / EB / NIBIB NIH HHS / United States
Related Institute: 
Brain Health Imaging Institute (BHII)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065