Back

Functional 3'-UTR Variants Identify Regulatory Mechanisms Impacting Alcohol Use Disorder and Related Traits

Chen, A. B.; Yu, X.; Thapa, K. S.; Gao, H.; Reiter, J. L.; Xuei, X.; Tsai, A. P.; Landreth, G. E.; Lai, D.; Wang, Y.; Foroud, T. M.; Tischfield, J. A.; Edenberg, H. J.; Liu, Y.

2024-02-05 genomics
10.1101/2024.01.31.578270 bioRxiv
Show abstract

Although genome-wide association studies (GWAS) have identified loci associated with alcohol consumption and alcohol use disorder (AUD), they do not identify which variants are functional. To approach this, we evaluated the impact of variants in 3 untranslated regions (3-UTRs) of genes in loci associated with substance use and neurological disorders using a massively parallel reporter assay (MPRA) in neuroblastoma and microglia cells. Functionally impactful variants explained a higher proportion of heritability of alcohol traits than non-functional variants. We identified genes whose 3-UTR activities are associated with AUD and alcohol consumption by combining variant effects from MPRA with GWAS results. We examined their effects by evaluating gene expression after CRISPR inhibition of neuronal cells and stratifying brain tissue samples by MPRA-derived 3-UTR activity. A pathway analysis of differentially expressed genes identified inflammation response pathways. These analyses suggest that variation in response to inflammation contributes to the propensity to increase alcohol consumption.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

1
Addiction Neuroscience
17 papers in training set
Top 0.1%
10.2%
2
Molecular Psychiatry
242 papers in training set
Top 0.4%
6.4%
3
Translational Psychiatry
219 papers in training set
Top 1.0%
6.4%
4
Addiction Biology
47 papers in training set
Top 0.3%
4.9%
5
Addiction
25 papers in training set
Top 0.1%
4.9%
6
Nature Communications
4913 papers in training set
Top 32%
4.9%
7
Scientific Reports
3102 papers in training set
Top 27%
4.3%
8
Biological Psychiatry
119 papers in training set
Top 0.7%
4.3%
9
Cell Reports
1338 papers in training set
Top 14%
3.6%
10
eLife
5422 papers in training set
Top 25%
3.6%
50% of probability mass above
11
Frontiers in Genetics
197 papers in training set
Top 3%
2.6%
12
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 32%
1.7%
13
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics
22 papers in training set
Top 0.2%
1.7%
14
BMC Genomics
328 papers in training set
Top 3%
1.7%
15
Biology of Sex Differences
29 papers in training set
Top 0.3%
1.5%
16
Science Advances
1098 papers in training set
Top 20%
1.5%
17
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.8%
1.3%
18
Neuropsychopharmacology
134 papers in training set
Top 2%
1.2%
19
Clinical Epigenetics
53 papers in training set
Top 0.7%
1.1%
20
The Journal of Neuroscience
928 papers in training set
Top 7%
1.0%
21
PLOS ONE
4510 papers in training set
Top 62%
1.0%
22
Epigenetics
43 papers in training set
Top 0.7%
0.9%
23
Alcoholism: Clinical and Experimental Research
13 papers in training set
Top 0.3%
0.9%
24
Nature Neuroscience
216 papers in training set
Top 6%
0.8%
25
Alcohol, Clinical and Experimental Research
12 papers in training set
Top 0.3%
0.8%
26
Alcohol
15 papers in training set
Top 0.2%
0.8%
27
The American Journal of Human Genetics
206 papers in training set
Top 4%
0.8%
28
Genome Medicine
154 papers in training set
Top 8%
0.8%
29
Frontiers in Molecular Neuroscience
43 papers in training set
Top 0.9%
0.7%
30
Genes
126 papers in training set
Top 3%
0.7%