Challenges are associated with GWAS, however, and include:
- need for substantial numbers (2,000 to 5,000) of rigorously described cases and matched controls
- need for accurate, high-throughput genotyping technologies and sophisticated algorithms for analyzing data
- risk of high false-positive rates related to multiple testing
- inability to scan 100% of the genome, which may lead to false-negative findings.
Table
Examples of gene variations related to alcohol misuse and alcoholism phenotypes
Phenotype | Gene variation(s) |
---|---|
Related to alcohol misuse | |
Low response/high tolerance to alcohol | L allele of serotonin transporter gene (SLC6A4) and Ser385 allele of alpha-6 subunit of GABAA receptor gene (GABRA6) in adolescents and healthy adult men;a,b 600G allele of alpha-2 subunit of GABAA receptor gene (GABRA2) in healthy social drinkersc |
Cue-related craving for alcohol | 118G allele of opioid μ-receptor gene (OMPR) and L allele of dopamine receptor type 4 gene (DRD4) in young problem drinkersd,e |
Binge drinking | S allele of serotonin transporter gene in college students; combination of SS genotype of serotonin transporter gene and HH genotype of MAOA gene in young womenf |
Related to alcoholism | |
Alcohol dependence | Two common haplotypes of GABRA2 geneg |
Liver cirrhosis in alcoholics | -238A allele of tumor necrosis factor gene (TNFA)h |
Protects against withdrawal symptoms in alcoholics | -141C Del variant of the dopamine receptor type 2 gene (DRD2)i |
Associated with delirium tremens | 8 genetic polymorphisms in 3 candidate genes involved in the dopamine transmission (DRD2, DRD3, and SLC6A3), 1 gene involved in the glutamate pathway (GRIK3), 1 neuropeptide gene (BDNF), and 1 cannabinoid gene (CNR1)j |
Associated with alcohol withdrawal seizures | 9 repeat allele of dopamine transporter (SLC6A3); 10 repeat allele of tyrosine hydroxylase gene (TH); Ser9 allele of dopamine receptor type 3 gene (DRD3); SS genotype of serotonin transporter gene; 2108A allele in NR1 subunit of NMDA receptor gene (GRIN1)k-m |
GABAA: gamma-aminobutyric acid A; MAOA: monoamine oxidase A; NMDA: N-methyl-D-aspartate | |
Source: Click here to view references |
Figure 3
2 ways to seek relationships between genes and behavior
Researchers use ‘forward’ and ‘reverse’ genetics to connect behavioral phenotypes with predisposing genotypes. Each approach must consider intermediary functional anatomic and physiologic levels (black box), as shown in this conceptual framework.
DA: dopamine; EEG: electroencephalography; 5-HT: serotonin; LTD: long-term depression; LTP: long-term potentiation; RNA: ribonucleic acid; SNPs: single nucleotide polymorphisms; VNTRs: variable number tandem (triplet) repeats
Clinical implications
Genomic research is increasing our understanding of alcohol’s pharmacokinetic and pharmacodynamic interactions and of potential genetic associations with alcoholic phenotypes. These insights may lead to discovery of new therapies to compensate for specific physiologic and behavioral dysfunctions. For example, medications with pharmacologic profiles complimentary to addiction-related physiologic/behavioral deficits might be designed in the future.
Likewise, new understandings about genetic variability may allow us to predict an individual’s ability to tolerate and respond to existing medications used to treat alcohol dependence. For example, in studies of alcoholic and nonalcoholic subjects:
- Individuals with the 118G variant allele of the μ-opioid receptor may experience a stronger subjective response to alcohol and respond more robustly to naltrexone treatment than do carriers of the more common 118A allele.32
- Persons with a functional variation in the DRD4 gene (7 repeat allele–DRD4L) coding for type 4 dopamine receptor reported greater euphoria and reward while drinking alcohol and reduced alcohol consumption during 12-week treatment with olanzapine, a DRD2/DRD4 blocker.33
Applying this approach to the study of acamprosate has been difficult because of uncertainty about which protein molecules it targets. Variation in the Per2 gene (coding for protein involved in the circadian cycle) has been shown to be associated with brain glutamate levels, alcohol consumption, and the effects of acamprosate, although these interactions require further investigation.34
Pharmacogenomics of alcoholism treatment is in a very early stage of development. Findings require replication in different clinical samples and functional analysis. At the same time, if the reported association between the μ-opioid receptor genetic variation and naltrexone’s treatment efficacy is confirmed, this finding could help to guide clinical practice. Studies of genomic predictors of other medications’ efficacy and tolerability for alcoholism treatment would be expected to follow.
Related resources
- National Institute on Alcohol Abuse and Alcoholism. Collaborative Studies on Genetics of Alcoholism (COGA). www.niaaa.nih.gov (search NIAAA-funded collaborative research programs).
- Dick DM, Jones K, Saccone N, et al. Endophenotypes successfully lead to gene identification: results from the Collaborative Study on the Genetics of Alcoholism. Behav Genet 2006;36(1):112-26.
Drug brand names
- Acamprosate • Campral
- Naltrexone • ReVia, Vivitrol
- Olanzapine • Zyprexa
Disclosure