Epigenome-wide association study of alcohol use disorder in five brain regions

被引:20
作者
Zillich, Lea [1 ]
Frank, Josef [1 ]
Streit, Fabian [1 ]
Friske, Marion M. [2 ]
Foo, Jerome C. [1 ]
Sirignano, Lea [1 ]
Heilmann-Heimbach, Stefanie [3 ,4 ]
Dukal, Helene [1 ]
Degenhardt, Franziska [3 ,4 ,5 ]
Hoffmann, Per [3 ,4 ]
Hansson, Anita C. [2 ]
Nothen, Markus M. [3 ,4 ]
Rietschel, Marcella [1 ]
Spanagel, Rainer [2 ]
Witt, Stephanie H. [1 ,6 ]
机构
[1] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Genet Epidemiol Psychiat, Mannheim, Germany
[2] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Inst Psychopharmacol, Mannheim, Germany
[3] Univ Bonn, Inst Human Genet, Sch Med, Bonn, Germany
[4] Univ Hosp Bonn, Bonn, Germany
[5] Univ Duisburg Essen, Univ Hosp Essen, Dept Child & Adolescent Psychiat, Essen, Germany
[6] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Ctr Innovat Psychiat & Psychotherapeut Res,Bioban, Mannheim, Germany
关键词
NITRIC-OXIDE SYNTHASE; PREFRONTAL CORTEX; METAANALYSIS; REWARD; LOCI; GENE;
D O I
10.1038/s41386-021-01228-7
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Alcohol use disorder (AUD) is closely linked to the brain regions forming the neurocircuitry of addiction. Postmortem human brain tissue enables the direct study of the molecular pathomechanisms of AUD. This study aims to identify these mechanisms by examining differential DNA-methylation between cases with severe AUD (n = 53) and controls (n = 58) using a brain-region-specific approach, in which sample sizes ranged between 46 and 94. Samples of the anterior cingulate cortex (ACC), Brodmann Area 9 (BA9), caudate nucleus (CN), ventral striatum (VS), and putamen (PUT) were investigated. DNA-methylation levels were determined using the Illumina HumanMethylationEPIC Beadchip. Epigenome-wide association analyses were carried out to identify differentially methylated CpG-sites and regions between cases and controls in each brain region. Weighted correlation network analysis (WGCNA), gene-set, and GWAS-enrichment analyses were performed. Two differentially methylated CpG-sites were associated with AUD in the CN, and 18 in VS (q < 0.05). No epigenome-wide significant CpG-sites were found in BA9, ACC, or PUT. Differentially methylated regions associated with AUD case-/control status (q < 0.05) were found in the CN (n = 6), VS (n = 18), and ACC (n = 1). In the VS, the WGCNA-module showing the strongest association with AUD was enriched for immune-related pathways. This study is the first to analyze methylation differences between AUD cases and controls in multiple brain regions and consists of the largest sample to date. Several novel CpG-sites and regions implicated in AUD were identified, providing a first basis to explore epigenetic correlates of AUD.
引用
收藏
页码:832 / 839
页数:8
相关论文
共 62 条
[1]   Magnesium, Calcium, Potassium, Sodium, Phosphorus, Selenium, Zinc, and Chromium Levels in Alcohol Use Disorder: A Review [J].
Baj, Jacek ;
Flieger, Wojciech ;
Teresinski, Grzegorz ;
Buszewicz, Grzegorz ;
Sitarz, Ryszard ;
Forma, Alicja ;
Karakula, Kaja ;
Maciejewski, Ryszard .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (06) :1-24
[2]   Alcohol as a Risk Factor for Type 2 Diabetes A systematic review and meta-analysis [J].
Baliunas, Dolly O. ;
Taylor, Benjamin J. ;
Irving, Hyacinth ;
Roerecke, Michael ;
Patra, Jayadeep ;
Mohapatra, Satya ;
Rehm, Juergen .
DIABETES CARE, 2009, 32 (11) :2123-2132
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Nitric oxide in the regulation of the sleep-wake states [J].
Cespuglio, Raymond ;
Amrouni, Donia ;
Meiller, Anne ;
Buguet, Alain ;
Gautier-Sauvigne, Sabine .
SLEEP MEDICINE REVIEWS, 2012, 16 (03) :265-279
[5]   Correlation between DNA methylation and gene expression in the brains of patients with bipolar disorder and schizophrenia [J].
Chen, Chao ;
Zhang, Chunling ;
Cheng, Lijun ;
Reilly, James L. ;
Bishop, Jeffrey R. ;
Sweeney, John A. ;
Chen, Hua-Yun ;
Gershon, Elliot S. ;
Liu, Chunyu .
BIPOLAR DISORDERS, 2014, 16 (08) :790-799
[6]   IREB2-associated neurodegeneration [J].
Cooper, Monica S. ;
Stark, Zornitza ;
Lunke, Sebastian ;
Zhao, Teresa ;
Amor, David J. .
BRAIN, 2019, 142
[7]   Absence of iron-responsive element-binding protein 2 causes a novel neurodegenerative syndrome [J].
Costain, Gregory ;
Ghosh, Manik C. ;
Maio, Nunziata ;
Carnevale, Amanda ;
Si, Yue C. ;
Rouault, Tracey A. ;
Yoon, Grace .
BRAIN, 2019, 142 :1195-1202
[8]   Interactions of alcohol and nitric-oxide synthase in the brain [J].
Davis, RL ;
Syapin, PJ .
BRAIN RESEARCH REVIEWS, 2005, 49 (03) :494-504
[9]   MAGMA: Generalized Gene-Set Analysis of GWAS Data [J].
de Leeuw, Christiaan A. ;
Mooij, Joris M. ;
Heskes, Tom ;
Posthuma, Danielle .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (04)
[10]   The global burden of disease attributable to alcohol and drug use in 195 countries and territories, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016 [J].
Degenhardt, Louisa ;
Charlson, Fiona ;
Ferrari, Alize ;
Santomauro, Damian ;
Erskine, Holly ;
Mantilla-Herrara, Ana ;
Whiteford, Harvey ;
Leung, Janni ;
Naghavi, Mohsen ;
Griswold, Max ;
Rehm, Juergen ;
Hall, Wayne ;
Sartorius, Benn ;
Scott, James ;
Vollset, Stein Emil ;
Knudsen, Ann Kristin ;
Haro, Josep Maria ;
Patton, George ;
Kopec, Jacek ;
Malta, Deborah Carvalho ;
Topor-Madry, Roman ;
McGrath, John ;
Haagsma, Juanita ;
Allebeck, Peter ;
Phillips, Michael ;
Salomon, Joshua ;
Hay, Simon ;
Foreman, Kyle ;
Lim, Stephen ;
Mokdad, Ali ;
Smith, Mari ;
Gakidou, Emmanuela ;
Murray, Christopher ;
Vos, Theo .
LANCET PSYCHIATRY, 2018, 5 (12) :987-1012