TY - JOUR
T1 - Alcohol use in emerging adults associated with lower rich-club connectivity and greater connectome network disorganization
AU - Hua, Jessica P Y
AU - de Lange, Siemon C
AU - van den Heuvel, Martijn P
AU - Boness, Cassandra L
AU - Trela, Constantine J
AU - McDowell, Yoanna E
AU - Merrill, Anne M
AU - Piasecki, Thomas M
AU - Sher, Kenneth J
AU - Kerns, John G
N1 - Published by Elsevier B.V.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - BACKGROUND: Emerging adulthood is a critical neurodevelopmental stage, with alcohol use during this period consistently associated with brain abnormalities and damage in anatomical structure and white matter integrity. However, it is less clear how alcohol use is associated with the brain's structural organization (i.e., white matter connections between anatomical regions). Recent connectome research has focused on rich-club regions, a collection of highly-interconnected hubs that are critical in brain communication and global network organization and disproportionately vulnerable to insults.METHODS: For the first time, we examined alcohol use associations with structural rich-club and connectome organization in emerging adults (N = 66).RESULTS: Greater lifetime drinks and current monthly drinks were significantly associated with lower rich-club organization (rs =-0.38, ps < 0.003) and lower rich-club connectivity (rs <-0.34, ps < 0.007). Additionally, rich-club connectivity was significantly more negatively correlated with alcohol use than connectivity among non-rich-club regions (ps < 0.035). Examining overall structural organization, greater lifetime drinks and current monthly drinks were significantly associated with lower network density (i.e., lower network resilience; rs <-0.36, ps = 0.004). Additionally, greater lifetime drinks and current monthly drinks were significantly associated with higher network segregation (i.e., network's tendency to divide into subnetworks; rs >0.33, ps<0.008). Alcohol use was not significantly associated with network integration (i.e., network's efficiency in combining information across the brain; ps > 0.064).CONCLUSIONS: Results provide novel evidence that alcohol use is associated with decreased rich-club connectivity and structural network disorganization. Given that both are critical in global brain communication, these results highlight the importance of examining alcohol use and brain relationships in emerging adulthood.
AB - BACKGROUND: Emerging adulthood is a critical neurodevelopmental stage, with alcohol use during this period consistently associated with brain abnormalities and damage in anatomical structure and white matter integrity. However, it is less clear how alcohol use is associated with the brain's structural organization (i.e., white matter connections between anatomical regions). Recent connectome research has focused on rich-club regions, a collection of highly-interconnected hubs that are critical in brain communication and global network organization and disproportionately vulnerable to insults.METHODS: For the first time, we examined alcohol use associations with structural rich-club and connectome organization in emerging adults (N = 66).RESULTS: Greater lifetime drinks and current monthly drinks were significantly associated with lower rich-club organization (rs =-0.38, ps < 0.003) and lower rich-club connectivity (rs <-0.34, ps < 0.007). Additionally, rich-club connectivity was significantly more negatively correlated with alcohol use than connectivity among non-rich-club regions (ps < 0.035). Examining overall structural organization, greater lifetime drinks and current monthly drinks were significantly associated with lower network density (i.e., lower network resilience; rs <-0.36, ps = 0.004). Additionally, greater lifetime drinks and current monthly drinks were significantly associated with higher network segregation (i.e., network's tendency to divide into subnetworks; rs >0.33, ps<0.008). Alcohol use was not significantly associated with network integration (i.e., network's efficiency in combining information across the brain; ps > 0.064).CONCLUSIONS: Results provide novel evidence that alcohol use is associated with decreased rich-club connectivity and structural network disorganization. Given that both are critical in global brain communication, these results highlight the importance of examining alcohol use and brain relationships in emerging adulthood.
U2 - https://doi.org/10.1016/j.drugalcdep.2021.109198
DO - https://doi.org/10.1016/j.drugalcdep.2021.109198
M3 - Article
C2 - 34861495
SN - 0376-8716
VL - 230
SP - 1
EP - 10
JO - Drug and alcohol dependence
JF - Drug and alcohol dependence
M1 - 109198
ER -