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Elevation of DNA Methylation in the Promoter Regions of the Brain-Derived Neurotrophic Factor Gene is Associated with Heroin Addiction

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Abstract

To study the potential role of brain-derived neurotrophic factor (BDNF) methylation in heroin addiction, we first detected the methylation level of seven CpG islands that included 106 CpG sites in the promoter regions of BDNF from 120 people addicted to heroin and 113 controls. Methylation quantitative trait locus (mQTL) analysis was then employed to determine the association between the single-nucleotide polymorphism rs6265, a well-known locus shown to be correlated with heroin addiction, and the methylation levels of these CpG sites. Finally, we used the JASPAR database to predict whether transcription factors could bind to these CpG sites. We found that the methylation levels of CpG islands 6 and 7 and the methylation levels of BDNF_45 and BDNF_80 were significantly higher in the heroin addiction group than in the control group. We also found that rs6265 was an mQTL and was associated with the methylation level of BDNF_58. Using the JASPAR database, we found that ALX homeobox 3 (ALX3), achaete-scute family bHLH transcription factor 1 (ASCL1) and aryl hydrocarbon receptor nuclear translocator 2 (ARNT2) could bind to CpG island 6, and ALX3 could bind to CpG island 7. In summary, we showed that increased DNA methylation in the promoter regions of the BDNF gene was associated with heroin addiction in Han Chinese.

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Data Availability

The data and material in this study are available from the corresponding author on reasonable request.

References

  • Angelucci F, Ricci V, Martinotti G, Palladino I, Spalletta G, Caltagirone C, Bria P (2010) Ecstasy (MDMA)-addicted subjects show increased serum levels of brain-derived neurotrophic factor, independently from a rise of drug-induced psychotic symptoms. Addict Biol 15:365–367. https://doi.org/10.1111/j.1369-1600.2010.00221.x

    Article  CAS  PubMed  Google Scholar 

  • Armstrong RA (2014) When to use the Bonferroni correction. Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) 34:502–508. https://doi.org/10.1111/opo.12131

  • Auton A et al. (2015) A global reference for human genetic variation. Nature 526:68–74. https://doi.org/10.1038/nature15393

  • Autry AE, Monteggia LM (2012) Brain-derived neurotrophic factor and neuropsychiatric disorders. Pharmacological reviews 64:238–258. https://doi.org/10.1124/pr.111.005108

  • Bell JT et al. (2011) DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines. Genome biology 12:R10. https://doi.org/10.1186/gb-2011-12-1-r10

  • Crist RC, Reiner BC, Berrettini WH (2019) A review of opioid addiction genetics. Current opinion in psychology 27:31–35. https://doi.org/10.1016/j.copsyc.2018.07.014

  • Curtin F, Schulz P (1998) Multiple correlations and Bonferroni's correction. Biological psychiatry 44:775–777. https://doi.org/10.1016/s0006-3223(98)00043-2

  • Etcheverry A et al. (2010) DNA methylation in glioblastoma: impact on gene expression and clinical outcome. BMC genomics 11:701. https://doi.org/10.1186/1471-2164-11-701

  • Haerian BS (2013) BDNF rs6265 polymorphism and drug addiction: a systematic review and meta-analysis. Pharmacogenomics 14:2055–2065. https://doi.org/10.2217/pgs.13.217

  • Han L, Witmer PD, Casey E, Valle D, Sukumar S (2007) DNA methylation regulates MicroRNA expression. Cancer biology & therapy 6:1284–1288. https://doi.org/10.4161/cbt.6.8.4486

  • Heberlein A et al. (2015) Do changes in the BDNF promoter methylation indicate the risk of alcohol relapse? European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology 25:1892–1897. https://doi.org/10.1016/j.euroneuro.2015.08.018

  • Jia W, Shi JG, Wu B, Ao L, Zhang R, Zhu YS (2011) Polymorphisms of brain-derived neurotrophic factor associated with heroin dependence. Neuroscience letters 495:221–224. https://doi.org/10.1016/j.neulet.2011.03.072

  • Kang HJ et al. (2013) BDNF promoter methylation and suicidal behavior in depressive patients. Journal of affective disorders 151:679–685. https://doi.org/10.1016/j.jad.2013.08.001

  • Kendler KS, Jacobson KC, Prescott CA, Neale MC (2003) Specificity of genetic and environmental risk factors for use and abuse/dependence of cannabis, cocaine, hallucinogens, sedatives, stimulants, and opiates in male twins. The American journal of psychiatry 160:687–695. https://doi.org/10.1176/appi.ajp.160.4.687

  • Koo JW et al. (2012) BDNF is a negative modulator of morphine action. Science (New York, NY) 338:124–128. https://doi.org/10.1126/science.1222265

  • Koo JW et al. (2015) Epigenetic basis of opiate suppression of Bdnf gene expression in the ventral tegmental area. Nature neuroscience 18:415–422. https://doi.org/10.1038/nn.3932

  • Kordi-Tamandani DM, Tajoddini S, Salimi F (2015) Promoter Methylation and BDNF and DAT1 Gene Expression Profiles in Patients with Drug Addiction. Pathobiology : journal of immunopathology, molecular and cellular biology 82:94–99. https://doi.org/10.1159/000430465

  • Li Y, Qiao X, Yin F, Guo H, Huang X, Lai J, Wei S (2016) A Population-Based Study of Four Genes Associated with Heroin Addiction in Han Chinese. PloS one 11:e0163668. https://doi.org/10.1371/journal.pone.0163668

  • Li Y, Xia B, Li R, Yin D, Liang W (2017) Changes in Expression of Dopamine, Its Receptor, and Transporter in Nucleus Accumbens of Heroin-Addicted Rats with Brain-Derived Neurotrophic Factor (BDNF) Overexpression. Medical science monitor : international medical journal of experimental and clinical research 23:2805–2815. https://doi.org/10.12659/msm.904670

  • Liu JF, Li JX (2018) Drug addiction: a curable mental disorder? Acta pharmacologica Sinica 39:1823–1829. https://doi.org/10.1038/s41401-018-0180-x

  • Lu RB et al. (2017) Long-term heroin use was associated with the downregulation of systemic platelets, BDNF, and TGF-β1, and it contributed to the disruption of executive function in Taiwanese Han Chinese. Drug and alcohol dependence 179:139–145.:https://doi.org/10.1016/j.drugalcdep.2017.06.035

  • Quon G, Lippert C, Heckerman D, Listgarten J (2013) Patterns of methylation heritability in a genome-wide analysis of four brain regions. Nucleic acids research 41:2095–2104. https://doi.org/10.1093/nar/gks1449

  • Russo SJ, Mazei-Robison MS, Ables JL, Nestler EJ (2009) Neurotrophic factors and structural plasticity in addiction. Neuropharmacology 56 Suppl 1:73–82. https://doi.org/10.1016/j.neuropharm.2008.06.059

  • Salehzadeh SA, Mohammadian A, Salimi F (2020) Effect of chronic methamphetamine injection on levels of BDNF mRNA and its CpG island methylation in prefrontal cortex of rats. Asian journal of psychiatry 48:101884. https://doi.org/10.1016/j.ajp.2019.101884

  • Schuster R et al. (2017) Elevated methylation and decreased serum concentrations of BDNF in patients in levomethadone compared to diamorphine maintenance treatment. European archives of psychiatry and clinical neuroscience 267:33–40. https://doi.org/10.1007/s00406-016-0668-7

  • Shabalin AA (2012) Matrix eQTL: ultra fast eQTL analysis via large matrix operations. Bioinformatics (Oxford, England) 28:1353–1358. https://doi.org/10.1093/bioinformatics/bts163

  • Tsuang MT et al. (1998) Co-occurrence of abuse of different drugs in men: the role of drug-specific and shared vulnerabilities. Archives of general psychiatry 55:967–972. https://doi.org/10.1001/archpsyc.55.11.967

  • Ursini G et al. (2016) BDNF rs6265 methylation and genotype interact on risk for schizophrenia. Epigenetics 11:11–23. https://doi.org/10.1080/15592294.2015.1117736

  • Vanyukov MM, Tarter RE (2000) Genetic studies of substance abuse. Drug and alcohol dependence 59:101–123. https://doi.org/10.1016/s0376-8716(99)00109-x

  • Walker DM, Nestler EJ (2018) Neuroepigenetics and addiction. Handbook of clinical neurology 148:747–765. https://doi.org/10.1016/b978-0-444-64076-5.00048-x

  • Wang H, Lou D, Wang Z (2018) Crosstalk of Genetic Variants, Allele-Specific DNA Methylation, and Environmental Factors for Complex Disease Risk. Frontiers in genetics 9:695. https://doi.org/10.3389/fgene.2018.00695

  • Xie B et al. (2017) DNA Methylation and Tag SNPs of the BDNF Gene in Conversion of Amnestic Mild Cognitive Impairment into Alzheimer's Disease: A Cross-Sectional Cohort Study. Journal of Alzheimer's disease : JAD 58:263–274. https://doi.org/10.3233/jad-170007

  • Xu X et al. (2016) A significant association between BDNF promoter methylation and the risk of drug addiction. Gene 584:54–59. https://doi.org/10.1016/j.gene.2016.03.010

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Acknowledgements

We warmly thank the participants for their contributions.

Funding

This work was supported by the National Natural Science Foundation of China (No. 82004170), and the scientific research project of Shaanxi University of Chinese Medicine (No.2020GP21).

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YL, YZ and YX were responsible for the study concept and design; YZ and YL contributed to the acquisition of samples; YX assisted with data analysis and interpretation of findings; YX drafted the manuscript; YX, YZ and YL provided critical revision of the manuscript for important intellectual content. All authors read and approved the final manuscript.

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Correspondence to Yunxiao Li.

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Written informed consent was obtained from all participants. Our study was approved by the Ethical Committee of Xi’an Mental Health Centre. All our experimental operations were performed in accordance with approved guidelines.

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The authors declare that they have no competing interests.

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Xiao, Y., Zhu, Y. & Li, Y. Elevation of DNA Methylation in the Promoter Regions of the Brain-Derived Neurotrophic Factor Gene is Associated with Heroin Addiction. J Mol Neurosci 71, 1752–1760 (2021). https://doi.org/10.1007/s12031-021-01864-0

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