Table 3.
Key issues and suggestions for future research in pharmacoepigenetic studies of antidepressant response
Key Issues | Suggestions for future research |
---|---|
1. May be missing relevant genes/loci due to lack of epigenome-wide association studies of antidepressant response | ● Conduct whole genome epigenetic studies in humans by leveraging consortia data in order to have the sample sizes needed for appropriate power. |
2. Lack of replication of particular epigenetic marks | ● Test for replication of epigenetic marks in large controlled clinical trials and determine validity of these marks by expert group |
3. Inconsistent methods for measuring epigenetic marks | ● Avoid methods known to have poor performance compared to other assays, such as enrichment bisulfite sequencing. |
4. Use of blood given low concordance between brain and blood methylation patterns | ● Use saliva or buccal samples given higher concordance with brain methylation patterns as compared to blood. ● If blood is used, limit to markers showing high concordance between brain and blood or generate iPSC-derived neurons. ● Blood may be appropriate when assessing pharmacokinetic genes. |
5. Lack of studies assessing non-CpG dinucleotides and 5hmC | ● Incorporate testing of non-CpG dinucleotides and 5hmC into future studies. |
6. Lack of studies with a comparator arm | ● Design studies to determine if differential response to antidepressants can be predicted by epigenetic marks. |
7. Variability in treatment duration, covariates included in the models, and use of correction for multiple testing | ● Standardize treatment duration and covariates in order to increase comparability between studies and correct for multiple testing. |
Abbreviations: 5hmC – 5-hydroxymethylcytosine; iPSC – induced pluripotent stem cell