Differentially Methylated Plasticity Genes in the Amygdala of Young Primates Are Linked to Anxious Temperament, an at Risk Phenotype for Anxiety and Depressive Disorders

被引:37
作者
Alisch, Reid S. [1 ]
Chopra, Pankaj [5 ]
Fox, Andrew S. [2 ,4 ,6 ]
Chen, Kailei [3 ]
White, Andrew T. J. [1 ]
Roseboom, Patrick H. [1 ]
Keles, Sunduz [3 ]
Kalin, Ned H. [1 ,2 ,4 ,6 ]
机构
[1] Univ Wisconsin, Dept Psychiat, Madison, WI 53719 USA
[2] Univ Wisconsin, Dept Psychol, Madison, WI 53719 USA
[3] Univ Wisconsin, Dept Stat, Madison, WI 53719 USA
[4] Univ Wisconsin, Hlth Emot Res Inst, Madison, WI 53719 USA
[5] Emory Univ, Sch Med, Dept Human Genet, Atlanta, GA 30322 USA
[6] Univ Wisconsin, Waisman Lab Brain Imaging & Behav, Madison, WI 53705 USA
基金
美国国家卫生研究院;
关键词
anxious temperament; BCL11A; Ce; DNA methylation; JAG1; MEMORY FORMATION; FEAR; NUCLEUS;
D O I
10.1523/JNEUROSCI.3338-14.2014
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Children with an anxious temperament (AT) are at a substantially increased risk to develop anxiety and depression. The young rhesus monkey is ideal for studying the origin of human AT because it shares with humans the genetic, neural, and phenotypic underpinnings of complex social and emotional functioning. Heritability, functional imaging, and gene expression studies of AT in young monkeys revealed that the central nucleus of the amygdala (Ce) is a key environmentally sensitive substrate of this at risk phenotype. Because epigenetic marks (e. g., DNA methylation) can be modulated by environmental stimuli, these data led us to hypothesize a role for DNA methylation in the development of AT. To test this hypothesis, we used reduced representation bisulfite sequencing to examine the cross-sectional genome-wide methylation levels in the Ce of 23 age-matched monkeys (1.3 +/- 0.2 years) phenotyped for AT. Because AT reflects a continuous trait-like variable, we used an analytical approach that is consistent with this biology to identify genes in the Ce with methylation patterns that predict AT. Expression data from the Ce of these same monkeys were then used to find differentially methylated candidates linked to altered gene regulation. Two genes particularly relevant to the AT phenotype were BCL11A and JAG1. These transcripts have well-defined roles in neurodevelopmental processes, including neurite arborization and the regulation of neurogenesis. Together, these findings represent a critical step toward understanding the effects of early environment on the neuromolecular mechanisms that underlie the risk to develop anxiety and depressive disorders.
引用
收藏
页码:15548 / 15556
页数:9
相关论文
共 32 条
[1]   Quantitative comparison of genome-wide DNA methylation mapping technologies [J].
Bock, Christoph ;
Tomazou, Eleni M. ;
Brinkman, Arie B. ;
Mueller, Fabian ;
Simmer, Femke ;
Gu, Hongcang ;
Jaeger, Natalie ;
Gnirke, Andreas ;
Stunnenberg, Hendrik G. ;
Meissner, Alexander .
NATURE BIOTECHNOLOGY, 2010, 28 (10) :1106-U196
[2]  
Davidson RJ, 2006, NEURAL BASES EMOTION
[3]   Temperament and the environment in the etiology of childhood anxiety [J].
Degnan, Kathryn A. ;
Almas, Alisa N. ;
Fox, Nathan A. .
JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY, 2010, 51 (04) :497-517
[4]   Disease-associated epigenetic changes in monozygotic twins discordant for schizophrenia and bipolar disorder [J].
Dempster, Emma L. ;
Pidsley, Ruth ;
Schalkwyk, Leonard C. ;
Owens, Sheena ;
Georgiades, Anna ;
Kane, Fergus ;
Kalidindi, Sridevi ;
Picchioni, Marco ;
Kravariti, Eugenia ;
Toulopoulou, Timothea ;
Murray, Robin M. ;
Mill, Jonathan .
HUMAN MOLECULAR GENETICS, 2011, 20 (24) :4786-4796
[5]   Fear is only as deep as the mind allows A coordinate-based meta-analysis of neuroimaging studies on the regulation of negative affect [J].
Diekhof, Esther Kristina ;
Geier, Katharina ;
Falkai, Peter ;
Gruber, Oliver .
NEUROIMAGE, 2011, 58 (01) :275-285
[6]   Central amygdala nucleus (Ce) gene expression linked to increased trait-like Ce metabolism and anxious temperament in young primates [J].
Fox, Andrew S. ;
Oler, Jonathan A. ;
Shelton, Steven E. ;
Nanda, Steven A. ;
Davidson, Richard J. ;
Roseboom, Patrick H. ;
Kalin, Ned H. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (44) :18108-18113
[7]   Trait-Like Brain Activity during Adolescence Predicts Anxious Temperament in Primates [J].
Fox, Andrew S. ;
Shelton, Steven E. ;
Oakes, Terrence R. ;
Davidson, Richard J. ;
Kalin, Ned H. .
PLOS ONE, 2008, 3 (07)
[8]   De novo mutations in the gene encoding the synaptic scaffolding protein SHANK3 in patients ascertained for schizophrenia [J].
Gauthier, Julie ;
Champagne, Nathalie ;
Lafreniere, Ronald G. ;
Xiong, Lan ;
Spiegelman, Dan ;
Brustein, Edna ;
Lapointe, Mathieu ;
Peng, Huashan ;
Cote, Melanie ;
Noreau, Anne ;
Hamdan, Fadi F. ;
Addington, Anjene M. ;
Rapoport, Judith L. ;
DeLisi, Lynn E. ;
Krebs, Marie-Odile ;
Joober, Ridha ;
Fathalli, Ferid ;
Mouaffak, Faycal ;
Haghighi, Ali P. ;
Neri, Christian ;
Dube, Marie-Pierre ;
Samuels, Mark E. ;
Marineau, Claude ;
Stone, Eric A. ;
Awadalla, Philip ;
Barker, Philip A. ;
Carbonetto, Salvatore ;
Drapeau, Pierre ;
Rouleau, Guy A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (17) :7863-7868
[9]   affy -: analysis of Affymetrix GeneChip data at the probe level [J].
Gautier, L ;
Cope, L ;
Bolstad, BM ;
Irizarry, RA .
BIOINFORMATICS, 2004, 20 (03) :307-315
[10]   Bioconductor: open software development for computational biology and bioinformatics [J].
Gentleman, RC ;
Carey, VJ ;
Bates, DM ;
Bolstad, B ;
Dettling, M ;
Dudoit, S ;
Ellis, B ;
Gautier, L ;
Ge, YC ;
Gentry, J ;
Hornik, K ;
Hothorn, T ;
Huber, W ;
Iacus, S ;
Irizarry, R ;
Leisch, F ;
Li, C ;
Maechler, M ;
Rossini, AJ ;
Sawitzki, G ;
Smith, C ;
Smyth, G ;
Tierney, L ;
Yang, JYH ;
Zhang, JH .
GENOME BIOLOGY, 2004, 5 (10)