Back

Identification of Genetic and Genomic Influences on Progressive Ethanol Consumption in Diversity Outbred Mice

Smith, M. L.; Sergi, Z.; Mignogna, K. M.; Rodriguez, N. E.; Tatom, Z.; MacLeod, L.; Choi, K.; Philip, V.; Miles, M. F.

2023-09-16 genomics
10.1101/2023.09.15.554349 bioRxiv
Show abstract

Genetic factors play a significant role in the risk for development of alcohol use disorder (AUD). Using 3-bottle choice intermittent access ethanol (IEA), we have employed the Diversity Outbred (DO) mouse panel as a model of alcohol use disorder in a genetically diverse population. Through use of gene expression network analysis techniques, in combination with expression quantitative trait loci (eQTL) mapping, we have completed an extensive analysis of the influence of genetic background on gene expression changes in the prefrontal cortex (PFC). This approach revealed that, in DO mice, genes whose expression was significantly disrupted by intermittent ethanol in the PFC also tended to be those whose expression correlated to intake. This finding is in contrast to previous studies of both mice and nonhuman primates. Importantly, these analyses identified genes involved in myelination in the PFC as significantly disrupted by IEA, correlated to ethanol intake, and having significant eQTLs. Genes that code for canonical components of the myelin sheath, such as Mbp, also emerged as key drivers of the gene expression response to intermittent ethanol drinking. Several regulators of myelination were also key drivers of gene expression, and had significant QTLs, indicating that genetic background may play an important role in regulation of brain myelination. These findings underscore the importance of disruption of normal myelination in the PFC in response to prolonged ethanol exposure, that genetic variation plays an important role in this response, and that this interaction between genetics and myelin disruption in the presence of ethanol may underlie previously observed behavioral changes under intermittent access ethanol drinking such as escalation of consumption.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Addiction Neuroscience
17 papers in training set
Top 0.1%
22.7%
2
Neuropharmacology
60 papers in training set
Top 0.1%
10.2%
3
Alcoholism: Clinical and Experimental Research
13 papers in training set
Top 0.1%
6.4%
4
Scientific Reports
3102 papers in training set
Top 17%
6.4%
5
Alcohol, Clinical and Experimental Research
12 papers in training set
Top 0.1%
6.4%
50% of probability mass above
6
Alcohol
15 papers in training set
Top 0.1%
4.9%
7
Addiction
25 papers in training set
Top 0.2%
4.0%
8
PLOS ONE
4510 papers in training set
Top 39%
3.6%
9
Translational Psychiatry
219 papers in training set
Top 2%
3.6%
10
Behavioral Neuroscience
25 papers in training set
Top 0.1%
3.1%
11
Biology of Sex Differences
29 papers in training set
Top 0.1%
3.1%
12
Addiction Biology
47 papers in training set
Top 0.4%
3.1%
13
BMC Genomics
328 papers in training set
Top 2%
2.1%
14
Frontiers in Genetics
197 papers in training set
Top 4%
1.8%
15
Physiological Genomics
15 papers in training set
Top 0.1%
1.7%
16
International Journal of Molecular Sciences
453 papers in training set
Top 10%
1.2%
17
G3 Genes|Genomes|Genetics
351 papers in training set
Top 2%
1.0%
18
Genes
126 papers in training set
Top 2%
0.9%
19
Heliyon
146 papers in training set
Top 7%
0.7%
20
Toxicological Sciences
38 papers in training set
Top 0.6%
0.7%
21
The Journal of Neuroscience
928 papers in training set
Top 9%
0.6%
22
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 12%
0.5%